diff --git a/.github/workflows/master_only.yml b/.github/workflows/master_only.yml
index a5ea51879ed..4900135add1 100644
--- a/.github/workflows/master_only.yml
+++ b/.github/workflows/master_only.yml
@@ -94,16 +94,19 @@ jobs:
         include:
           - component: feature-server-dev
             target: feature-server-dev
+            image_name: feature-server
             build_args: DOCKER_PUSH=true DOCKER_PLATFORMS=linux/amd64,linux/arm64
             push_mode: imagetools
           - component: feature-transformation-server
             target: feature-transformation-server
+            image_name: feature-transformation-server
             build_args: ""
             push_mode: all_tags
           - component: feast-operator
             target: feast-operator
-            build_args: ""
-            push_mode: all_tags
+            image_name: feast-operator
+            build_args: DOCKER_PUSH=true DOCKER_PLATFORMS=linux/amd64,linux/arm64
+            push_mode: imagetools
     env:
       REGISTRY: quay.io/feastdev-ci
     steps:
@@ -135,7 +138,7 @@ jobs:
       - name: Push image
         run: |
           if [[ "${{ matrix.push_mode }}" == "imagetools" ]]; then
-            docker buildx imagetools create -t ${REGISTRY}/feature-server:develop ${REGISTRY}/feature-server:${GITHUB_SHA}
+            docker buildx imagetools create -t ${REGISTRY}/${{ matrix.image_name }}:develop ${REGISTRY}/${{ matrix.image_name }}:${GITHUB_SHA}
           else
-            docker tag ${REGISTRY}/${{ matrix.target }}:${GITHUB_SHA} ${REGISTRY}/${{ matrix.target }}:develop && docker push ${REGISTRY}/${{ matrix.target }} --all-tags
+            docker tag ${REGISTRY}/${{ matrix.image_name }}:${GITHUB_SHA} ${REGISTRY}/${{ matrix.image_name }}:develop && docker push ${REGISTRY}/${{ matrix.image_name }} --all-tags
           fi
diff --git a/.github/workflows/operator-e2e-integration-tests.yml b/.github/workflows/operator-e2e-integration-tests.yml
index 788d6f1cac5..48d348992b1 100644
--- a/.github/workflows/operator-e2e-integration-tests.yml
+++ b/.github/workflows/operator-e2e-integration-tests.yml
@@ -98,7 +98,32 @@ jobs:
       - name: Debug KIND Cluster when there is a failure
         if: failure()
         run: |
-          kubectl get pods --all-namespaces
+          echo "=== FeatureStore CRs and conditions ==="
+          kubectl get featurestores.feast.dev --all-namespaces -o yaml || true
+          echo ""
+          echo "=== Pods ==="
+          kubectl get pods --all-namespaces -o wide
+          echo ""
+          echo "=== Pod details for non-Running pods ==="
+          for ns in $(kubectl get ns -o jsonpath='{.items[*].metadata.name}'); do
+            for pod in $(kubectl get pods -n "$ns" --field-selector='status.phase!=Running' -o jsonpath='{.items[*].metadata.name}' 2>/dev/null); do
+              echo "--- Pod $ns/$pod ---"
+              kubectl describe pod "$pod" -n "$ns" 2>/dev/null | tail -30
+              echo "--- Logs ---"
+              kubectl logs "$pod" -n "$ns" --all-containers --tail=50 2>/dev/null || true
+            done
+          done
+          echo ""
+          echo "=== Operator logs ==="
+          kubectl logs -n feast-operator-system deploy/feast-operator-controller-manager --tail=100 2>/dev/null || true
+          echo ""
+          echo "=== Cluster RBAC for feast ==="
+          kubectl get clusterroles,clusterrolebindings -o name | grep feast || true
+          echo ""
+          echo "=== Events ==="
+          kubectl get events --all-namespaces --sort-by='.lastTimestamp' | tail -50
+          echo ""
+          echo "=== Nodes ==="
           kubectl describe nodes
 
       - name: Clean up
diff --git a/.github/workflows/operator_pr.yml b/.github/workflows/operator_pr.yml
index ff423e65965..2033fb06baf 100644
--- a/.github/workflows/operator_pr.yml
+++ b/.github/workflows/operator_pr.yml
@@ -19,3 +19,16 @@ jobs:
         run: make -C infra/feast-operator test
       - name: After code formatting, check for uncommitted differences
         run: git diff --exit-code infra/feast-operator
+      - name: Regenerate bundle and verify CSV is in sync
+        run: make -C infra/feast-operator bundle
+      - name: Check for uncommitted bundle differences
+        run: |
+          # createdAt and operator-sdk builder version change every run;
+          # ignore them so only real RBAC / structural drift fails the check.
+          if ! git diff --exit-code \
+            -I 'createdAt:' \
+            -I 'operator-sdk-v' \
+            infra/feast-operator/bundle/ infra/feast-operator/bundle.Dockerfile; then
+            echo "::error::Bundle manifests are out of sync. Run 'make bundle' in infra/feast-operator/ and commit the result."
+            exit 1
+          fi
diff --git a/.github/workflows/pr_duckdb_integration_tests.yml b/.github/workflows/pr_duckdb_integration_tests.yml
index d099d7fa582..862c5e679ea 100644
--- a/.github/workflows/pr_duckdb_integration_tests.yml
+++ b/.github/workflows/pr_duckdb_integration_tests.yml
@@ -26,9 +26,9 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           submodules: recursive
       - name: Setup pixi
-        uses: prefix-dev/setup-pixi@v0.8.1
+        uses: prefix-dev/setup-pixi@v0.10.0
         with:
-          pixi-version: v0.63.1
+          pixi-version: v0.75.0
           environments: duckdb-tests
           cache: true
       - name: Run DuckDB offline store integration tests
diff --git a/.github/workflows/pr_integration_tests.yml b/.github/workflows/pr_integration_tests.yml
index 88d5c102250..60d0b13ce72 100644
--- a/.github/workflows/pr_integration_tests.yml
+++ b/.github/workflows/pr_integration_tests.yml
@@ -49,6 +49,7 @@ jobs:
           ref: refs/pull/${{ github.event.pull_request.number }}/merge
           submodules: recursive
           persist-credentials: false
+          allow-unsafe-pr-checkout: true  # Security: gated by label check above
       - name: Setup Python
         uses: actions/setup-python@v5
         id: setup-python
@@ -108,6 +109,7 @@ jobs:
           ref: refs/pull/${{ github.event.pull_request.number }}/merge
           submodules: recursive
           persist-credentials: false
+          allow-unsafe-pr-checkout: true  # Security: gated by label check above
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
diff --git a/.github/workflows/pr_ray_integration_tests.yml b/.github/workflows/pr_ray_integration_tests.yml
index 4d54c8e34ed..81c82bf0c49 100644
--- a/.github/workflows/pr_ray_integration_tests.yml
+++ b/.github/workflows/pr_ray_integration_tests.yml
@@ -26,9 +26,9 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           submodules: recursive
       - name: Setup pixi
-        uses: prefix-dev/setup-pixi@v0.8.1
+        uses: prefix-dev/setup-pixi@v0.10.0
         with:
-          pixi-version: v0.63.1
+          pixi-version: v0.75.0
           environments: ray-tests
           cache: true
       - name: Run Ray integration tests (offline store + compute engine)
diff --git a/.github/workflows/pr_registration_integration_tests.yml b/.github/workflows/pr_registration_integration_tests.yml
index 81801b643b6..ab60cb22b3a 100644
--- a/.github/workflows/pr_registration_integration_tests.yml
+++ b/.github/workflows/pr_registration_integration_tests.yml
@@ -27,10 +27,11 @@ jobs:
           ref: refs/pull/${{ github.event.pull_request.number }}/merge
           submodules: recursive
           persist-credentials: false
+          allow-unsafe-pr-checkout: true  # Security: gated by label check above
       - name: Setup pixi
-        uses: prefix-dev/setup-pixi@v0.8.1
+        uses: prefix-dev/setup-pixi@v0.10.0
         with:
-          pixi-version: v0.63.1
+          pixi-version: v0.75.0
           environments: registration-tests
           cache: true
       - name: Run registration integration tests (local)
@@ -58,6 +59,7 @@ jobs:
           ref: refs/pull/${{ github.event.pull_request.number }}/merge
           submodules: recursive
           persist-credentials: false
+          allow-unsafe-pr-checkout: true  # Security: gated by label check above
       - name: Authenticate to Google Cloud
         uses: 'google-github-actions/auth@v2'
         with:
@@ -80,9 +82,9 @@ jobs:
       - name: Install Hadoop dependencies
         run: make install-hadoop-dependencies-ci
       - name: Setup pixi
-        uses: prefix-dev/setup-pixi@v0.8.1
+        uses: prefix-dev/setup-pixi@v0.10.0
         with:
-          pixi-version: v0.63.1
+          pixi-version: v0.75.0
           environments: registration-tests
           cache: true
       - name: Run registration integration tests (CI)
diff --git a/.github/workflows/publish_images.yml b/.github/workflows/publish_images.yml
index 8b9abddcb0e..5ef0a972ae3 100644
--- a/.github/workflows/publish_images.yml
+++ b/.github/workflows/publish_images.yml
@@ -74,7 +74,7 @@ jobs:
         env:
           VERSION_WITHOUT_PREFIX: ${{ steps.get-version.outputs.version_without_prefix }}
         run: |
-          if [ "${{ matrix.component }}" = "feature-server" ]; then
+          if [[ "${{ matrix.component }}" == "feature-server" || "${{ matrix.component }}" == "feast-operator" ]]; then
             make build-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${VERSION_WITHOUT_PREFIX} DOCKER_PUSH=true DOCKER_PLATFORMS=linux/amd64,linux/arm64
           else
             make build-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${VERSION_WITHOUT_PREFIX}
@@ -84,8 +84,8 @@ jobs:
           VERSION_WITHOUT_PREFIX: ${{ steps.get-version.outputs.version_without_prefix }}
           HIGHEST_SEMVER_TAG: ${{ steps.get-version.outputs.highest_semver_tag }}
         run: |
-          if [ "${{ matrix.component }}" = "feature-server" ]; then
-            echo "feature-server image pushed via buildx during build step"
+          if [[ "${{ matrix.component }}" == "feature-server" || "${{ matrix.component }}" == "feast-operator" ]]; then
+            echo "${{ matrix.component }} image pushed via buildx during build step"
           else
             make push-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${VERSION_WITHOUT_PREFIX}
           fi
@@ -93,8 +93,8 @@ jobs:
           echo "Only push to latest tag if tag is the highest semver version $HIGHEST_SEMVER_TAG"
           if [ "${VERSION_WITHOUT_PREFIX}" = "${HIGHEST_SEMVER_TAG:1}" ]
           then
-            if [ "${{ matrix.component }}" = "feature-server" ]; then
-              docker buildx imagetools create -t ${REGISTRY}/feature-server:latest ${REGISTRY}/feature-server:${VERSION_WITHOUT_PREFIX}
+            if [[ "${{ matrix.component }}" == "feature-server" || "${{ matrix.component }}" == "feast-operator" ]]; then
+              docker buildx imagetools create -t ${REGISTRY}/${{ matrix.component }}:latest ${REGISTRY}/${{ matrix.component }}:${VERSION_WITHOUT_PREFIX}
             else
               docker tag ${REGISTRY}/${{ matrix.component }}:${VERSION_WITHOUT_PREFIX} ${REGISTRY}/${{ matrix.component }}:latest
               docker push ${REGISTRY}/${{ matrix.component }}:latest
diff --git a/.secrets.baseline b/.secrets.baseline
index 57fa3236f27..1e5670af27a 100644
--- a/.secrets.baseline
+++ b/.secrets.baseline
@@ -957,7 +957,7 @@
         "filename": "infra/feast-operator/api/v1/featurestore_types.go",
         "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
         "is_verified": false,
-        "line_number": 937
+        "line_number": 1066
       }
     ],
     "infra/feast-operator/api/v1/zz_generated.deepcopy.go": [
@@ -966,21 +966,21 @@
         "filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
         "hashed_secret": "f914fc9324de1bec1ad13dec94a8ea2ddb41fc87",
         "is_verified": false,
-        "line_number": 817
+        "line_number": 939
       },
       {
         "type": "Secret Keyword",
         "filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
         "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
         "is_verified": false,
-        "line_number": 878
+        "line_number": 1000
       },
       {
         "type": "Secret Keyword",
         "filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
         "hashed_secret": "c2028031c154bbe86fd69bef740855c74b927dcf",
         "is_verified": false,
-        "line_number": 1570
+        "line_number": 1717
       }
     ],
     "infra/feast-operator/api/v1alpha1/featurestore_types.go": [
@@ -989,7 +989,7 @@
         "filename": "infra/feast-operator/api/v1alpha1/featurestore_types.go",
         "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
         "is_verified": false,
-        "line_number": 651
+        "line_number": 669
       }
     ],
     "infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go": [
@@ -998,21 +998,30 @@
         "filename": "infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go",
         "hashed_secret": "f914fc9324de1bec1ad13dec94a8ea2ddb41fc87",
         "is_verified": false,
-        "line_number": 595
+        "line_number": 620
       },
       {
         "type": "Secret Keyword",
         "filename": "infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go",
         "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
         "is_verified": false,
-        "line_number": 1103
+        "line_number": 1128
       },
       {
         "type": "Secret Keyword",
         "filename": "infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go",
         "hashed_secret": "c2028031c154bbe86fd69bef740855c74b927dcf",
         "is_verified": false,
-        "line_number": 1108
+        "line_number": 1133
+      }
+    ],
+    "infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml": [
+      {
+        "type": "Secret Keyword",
+        "filename": "infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml",
+        "hashed_secret": "598319ac6aa4a94e72a9d8a8d405cc7bc9e048ee",
+        "is_verified": false,
+        "line_number": 6
       }
     ],
     "infra/feast-operator/config/samples/v1_featurestore_db_persistence.yaml": [
@@ -1138,7 +1147,7 @@
         "filename": "infra/feast-operator/internal/controller/featurestore_controller_oidc_auth_test.go",
         "hashed_secret": "a1f14fc6f33ba39a8b6d006fefa6fe0fe8d60ae2",
         "is_verified": false,
-        "line_number": 450
+        "line_number": 449
       }
     ],
     "infra/feast-operator/internal/controller/featurestore_controller_test_utils_test.go": [
@@ -1156,14 +1165,14 @@
         "filename": "infra/feast-operator/internal/controller/services/repo_config.go",
         "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
         "is_verified": false,
-        "line_number": 133
+        "line_number": 198
       },
       {
         "type": "Secret Keyword",
         "filename": "infra/feast-operator/internal/controller/services/repo_config.go",
         "hashed_secret": "e2fb052132fd6a07a56af2013e0b62a1f510572c",
         "is_verified": false,
-        "line_number": 224
+        "line_number": 306
       }
     ],
     "infra/feast-operator/internal/controller/services/services.go": [
@@ -1172,7 +1181,7 @@
         "filename": "infra/feast-operator/internal/controller/services/services.go",
         "hashed_secret": "36dc326eb15c7bdd8d91a6b87905bcea20b637d1",
         "is_verified": false,
-        "line_number": 183
+        "line_number": 253
       }
     ],
     "infra/feast-operator/internal/controller/services/tls_test.go": [
@@ -1383,7 +1392,7 @@
         "filename": "sdk/python/tests/unit/infra/offline_stores/contrib/postgres_offline_store/test_postgres.py",
         "hashed_secret": "9fb7fe1217aed442b04c0f5e43b5d5a7d3287097",
         "is_verified": false,
-        "line_number": 301
+        "line_number": 364
       }
     ],
     "sdk/python/tests/unit/infra/offline_stores/test_clickhouse.py": [
@@ -1460,14 +1469,14 @@
         "filename": "sdk/python/tests/unit/permissions/test_oidc_auth_client.py",
         "hashed_secret": "e6eae2da3b4a5bf296d0495192788e2772ac5c79",
         "is_verified": false,
-        "line_number": 29
+        "line_number": 47
       },
       {
         "type": "Secret Keyword",
         "filename": "sdk/python/tests/unit/permissions/test_oidc_auth_client.py",
         "hashed_secret": "8318df9ecda039deac9868adf1944a29a95c7114",
         "is_verified": false,
-        "line_number": 31
+        "line_number": 49
       }
     ],
     "sdk/python/tests/universal/feature_repos/repo_configuration.py": [
@@ -1555,5 +1564,5 @@
       }
     ]
   },
-  "generated_at": "2026-07-17T12:34:13Z"
+  "generated_at": "2026-08-20T03:02:13Z"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 38b88ae86df..d410d88b28d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,82 @@
 # Changelog
 
+# [0.66.0](https://github.com/feast-dev/feast/compare/v0.65.0...v0.66.0) (2026-08-21)
+
+
+### Bug Fixes
+
+* Add connection pre-warming for DynamoDB async client ([89240fa](https://github.com/feast-dev/feast/commit/89240fad90e58cda8ce20ef2b83b18931b8f0ea3)), closes [#6060](https://github.com/feast-dev/feast/issues/6060)
+* Add remote registry client extra ([#6697](https://github.com/feast-dev/feast/issues/6697)) ([b8dfcb0](https://github.com/feast-dev/feast/commit/b8dfcb0e0b0e01e77ff56cb1fbb3e38b1077da2f))
+* Address review feedback on FIPS cipher suite configuration ([4a35fba](https://github.com/feast-dev/feast/commit/4a35fbab9ba628afd58d8e230e1e6619dbecd12b))
+* Allow remote-registry first apply for new projects ([39d408d](https://github.com/feast-dev/feast/commit/39d408d6e7c91f622f1a63363f4c2e5dbc450234))
+* Avoid importing feast.feature_store at mcp_server import time ([ddb2e9a](https://github.com/feast-dev/feast/commit/ddb2e9ad54d06ed2fd4035d51de6da9729ca7293))
+* Bump pymssql to >=2.3.6 for macOS arm64 wheel support ([181eb35](https://github.com/feast-dev/feast/commit/181eb35790b9c7cc94321f35b22f89cd114e8867)), closes [#5636](https://github.com/feast-dev/feast/issues/5636) [#5193](https://github.com/feast-dev/feast/issues/5193) [#5636](https://github.com/feast-dev/feast/issues/5636)
+* Call ApplySavedDataset RPC instead of ApplyFeatureService in RemoteRegistry.apply_saved_dataset() ([934d341](https://github.com/feast-dev/feast/commit/934d34175d233d8cb83dc37095d3da228007a2d6))
+* Catch missing dbt parser dependency in dbt CLI commands ([#6534](https://github.com/feast-dev/feast/issues/6534)) ([3c2ae3c](https://github.com/feast-dev/feast/commit/3c2ae3c0bde569166ec8c6093e6b96341416ad6a))
+* Default authentication to kubernetes auth ([6a4690a](https://github.com/feast-dev/feast/commit/6a4690a1fc837e8afb537ebd60b6f93bc9e7d02e))
+* Defer feature-freshness thread to post-fork to avoid Gunicorn deadlock ([#6648](https://github.com/feast-dev/feast/issues/6648)) ([104ad10](https://github.com/feast-dev/feast/commit/104ad10403e4e7dcb27145a86b2523c1c4639612)), closes [#6647](https://github.com/feast-dev/feast/issues/6647)
+* Do not pass undeclared feature view columns to ODFV UDFs ([#6527](https://github.com/feast-dev/feast/issues/6527)) ([75b9463](https://github.com/feast-dev/feast/commit/75b94639487abad556d97f9460ad6927306f574d))
+* downgrade mcp pin to 1.29.0 and fix CI lockfiles and unit tests ([98e5bca](https://github.com/feast-dev/feast/commit/98e5bca7a6b29b2c1b81ee458323a26f3f1e70b3)), closes [#6706](https://github.com/feast-dev/feast/issues/6706)
+* Feast apply silently ignoring ttl updates to None or timedelta(0) ([#6709](https://github.com/feast-dev/feast/issues/6709)) ([97b0f25](https://github.com/feast-dev/feast/commit/97b0f25ea2afa442b9e2056eb66545f212b58a22)), closes [#6703](https://github.com/feast-dev/feast/issues/6703)
+* Fix mypy TorchTensor type alias error ([#6712](https://github.com/feast-dev/feast/issues/6712)) ([34de6fa](https://github.com/feast-dev/feast/commit/34de6fabc28b430afbe266075311530be3a6c3ee)), closes [#5563](https://github.com/feast-dev/feast/issues/5563)
+* Fixed data source creation form gaps ([5d0f7d6](https://github.com/feast-dev/feast/commit/5d0f7d61e0ded15e65d79d98dfc231b4c6e7d10b))
+* Handle parameterized and complex Trino types in type map ([326554d](https://github.com/feast-dev/feast/commit/326554d4713d35a1a1caa16c983b2f8b503ae170))
+* Isolate default user permissions ([e37adbf](https://github.com/feast-dev/feast/commit/e37adbf9ac6586c15a2715be955e1899a4f25e9b))
+* Isolate projection join key maps ([d1c709d](https://github.com/feast-dev/feast/commit/d1c709d7cfd2dc0cce984badf2794cfadc2beaa3))
+* Map Postgres real to FLOAT instead of DOUBLE ([62db435](https://github.com/feast-dev/feast/commit/62db4354abdfcf82053b83aeb905ac5c243de634))
+* Merge shared ODFV source projections in feature resolution ([d269946](https://github.com/feast-dev/feast/commit/d269946513cdf284c7369aefabd6f8f47ebcd240)), closes [#6621](https://github.com/feast-dev/feast/issues/6621)
+* More exhaustive athena types ([a9aaefc](https://github.com/feast-dev/feast/commit/a9aaefc2c8a23e868fa64f30470f386d294d7a2c))
+* Normalize SQL registry read_path to the psycopg3 driver like path ([#6644](https://github.com/feast-dev/feast/issues/6644)) ([996c6ea](https://github.com/feast-dev/feast/commit/996c6ea7ddf65db7da986fc525d7516312d87a20)), closes [#6643](https://github.com/feast-dev/feast/issues/6643)
+* **operator:** add spec.services.onlineStore.disabled to opt out of the online store ([d81d4e3](https://github.com/feast-dev/feast/commit/d81d4e3cc586baa4791c04cd010e6610bbda32cd)), closes [#6586](https://github.com/feast-dev/feast/issues/6586)
+* Preinstall DuckDB delta extension for tests ([fd4d49d](https://github.com/feast-dev/feast/commit/fd4d49d2d0bceedb188d226fe88c15ba59d71d0d)), closes [#6743](https://github.com/feast-dev/feast/issues/6743)
+* Preserve event-time ordering within Redis online_write_batch ([40fb788](https://github.com/feast-dev/feast/commit/40fb788640db8c9bafa623ebebac89f2e3688325)), closes [#5163](https://github.com/feast-dev/feast/issues/5163)
+* Prevent mutation of cached feature resolution results ([ea17419](https://github.com/feast-dev/feast/commit/ea174192727b4f390652f36194c531486e5bf4ac))
+* Remote feastRef FeatureStore fails first apply for a new feastProject ([9affee5](https://github.com/feast-dev/feast/commit/9affee53559ae2f2c1aae4b29da41576079cf841))
+* Remove inert subjectaccessreviews and reorganize RBAC rules ([f771ea4](https://github.com/feast-dev/feast/commit/f771ea47d9985ebe2e620bfd2048fa790d23d87f))
+* Report single-feature-view spark_application materialization success ([a9219d9](https://github.com/feast-dev/feast/commit/a9219d9672848b6d62c6a44d1001e4487656fe9f)), closes [#6673](https://github.com/feast-dev/feast/issues/6673)
+* Reset the global security manager after the permissions fixture ([7667215](https://github.com/feast-dev/feast/commit/7667215c134e0a066f41a56fcd1c2ead33c81e61))
+* Resolve kserve with pip --dry-run instead of installing it ([01da132](https://github.com/feast-dev/feast/commit/01da132e609ed517983f060a89a5e24bde0f1270)), closes [#6732](https://github.com/feast-dev/feast/issues/6732)
+* Resolve write_to_offline_store feature view with a single registry lookup ([a42dc85](https://github.com/feast-dev/feast/commit/a42dc85b00c4316c53a14cc04477283beb0bdbd0)), closes [#4235](https://github.com/feast-dev/feast/issues/4235)
+* Return False from __eq__ on cross-type comparison ([#6637](https://github.com/feast-dev/feast/issues/6637)) ([0f149a9](https://github.com/feast-dev/feast/commit/0f149a99bc30f4b792b34b46089547feee3a72a0)), closes [#6636](https://github.com/feast-dev/feast/issues/6636)
+* Reuse IdP-issued client tokens until near expiry ([602d752](https://github.com/feast-dev/feast/commit/602d75237bdba333798848b0a91abd446b9c07d2))
+* Reuse the OIDC JWKS client across requests ([#6683](https://github.com/feast-dev/feast/issues/6683)) ([a1e6fc2](https://github.com/feast-dev/feast/commit/a1e6fc2d4f4a14d5a26467c9f88a9d5a90446e35))
+* Separate CronJob and feature-server ServiceAccounts ([398f643](https://github.com/feast-dev/feast/commit/398f6435ab68c89205433ba9fcc27b2b2b8d255b))
+* Serialize UnixTimestamp proto values as raw int64 in remote online store transport ([1e7134f](https://github.com/feast-dev/feast/commit/1e7134f71e0421549de9635e91f375f517c23545))
+* Set FIPS cipher suites before pyarrow.flight import to prevent crash on IBM Power ([979b82a](https://github.com/feast-dev/feast/commit/979b82a18981493f54760bfcfa6303a339af8730))
+* Support Entra ID (Azure AD) token claims in OIDC auth ([#6631](https://github.com/feast-dev/feast/issues/6631)) ([f843c63](https://github.com/feast-dev/feast/commit/f843c632976b018ca9f81c925385e7be5fdbb41d))
+* UDF/ODFV source rehydrate (+ Postgres / online cache) ([#6655](https://github.com/feast-dev/feast/issues/6655)) ([5fd7af7](https://github.com/feast-dev/feast/commit/5fd7af7d2b09abbafd06e7a2fbc616616a1060e3))
+* Updated projects-list.json in order to display newly added projects ([#6657](https://github.com/feast-dev/feast/issues/6657)) ([3a6a103](https://github.com/feast-dev/feast/commit/3a6a1031ac501c715b6d7aaf6d6aa3cee25c5367))
+* Use correct image name in multi-arch imagetools push step ([faf85e0](https://github.com/feast-dev/feast/commit/faf85e06fc84552c4aa9543c4c95f1f31783edae))
+* Use join keys instead of entity names in ODFV materialization ([#6645](https://github.com/feast-dev/feast/issues/6645)) ([abffebc](https://github.com/feast-dev/feast/commit/abffebc37da3449b6dc571fc47dfa1c67ed16f3e)), closes [#5965](https://github.com/feast-dev/feast/issues/5965)
+* use matching proto class per feature view list in SqliteOnlineStore.plan() ([adb8c1c](https://github.com/feast-dev/feast/commit/adb8c1c960ec37fe1b90bb114a13902adf2f9c44)), closes [#6658](https://github.com/feast-dev/feast/issues/6658)
+* Widen Athena integer type mapping for unsigned ints ([3425783](https://github.com/feast-dev/feast/commit/3425783f75da36fdf6b88c30477022db9e5bcc3a))
+
+
+### Features
+
+* Add ConnectionRef to DataSource for pluggable external credential resolution ([28bde01](https://github.com/feast-dev/feast/commit/28bde0128287cf93a8308e4123850f314264a1d9))
+* Add Feature Service Create in UI ([0399380](https://github.com/feast-dev/feast/commit/039938089505ffa62cb282cd1fe70b109e29ae53))
+* Add hybrid to ValidOfflineStoreDBStorePersistenceTypes for HybridOfflineStore support ([#6707](https://github.com/feast-dev/feast/issues/6707)) ([310ab51](https://github.com/feast-dev/feast/commit/310ab51fd8859d63c8c3dea8fa5f9f8230e5f7a1)), closes [#6701](https://github.com/feast-dev/feast/issues/6701)
+* Add MLflow integration support to Feast operator ([#6611](https://github.com/feast-dev/feast/issues/6611)) ([52999f1](https://github.com/feast-dev/feast/commit/52999f1894bc16ba0dfbdc79ba63a49b8ba1e759))
+* Add opt-in filter_by_created_timestamp cutoff to get_historical_features ([#6617](https://github.com/feast-dev/feast/issues/6617)) ([79b33ce](https://github.com/feast-dev/feast/commit/79b33ce4329ef29322dddde18a0877d75e1039c8)), closes [#6615](https://github.com/feast-dev/feast/issues/6615)
+* Add optional OIDC token audience and issuer verification ([#6670](https://github.com/feast-dev/feast/issues/6670)) ([ef307c6](https://github.com/feast-dev/feast/commit/ef307c6fb6f400c1869b839dc04826724a6075b0))
+* Add packaged feature repository support to Feast Operator ([8112b1e](https://github.com/feast-dev/feast/commit/8112b1e2c5517f39adf9dcf716aebb7f4c97a140)), closes [#6598](https://github.com/feast-dev/feast/issues/6598)
+* add plan() support to DynamoDBOnlineStore ([51ce982](https://github.com/feast-dev/feast/commit/51ce982ae6a662e4c492a361fbfc8dc01fffb41b)), closes [#6658](https://github.com/feast-dev/feast/issues/6658) [#6659](https://github.com/feast-dev/feast/issues/6659)
+* Added optional namespace/colleciton to datasets ([165fcf2](https://github.com/feast-dev/feast/commit/165fcf2c72a3c287cf0addd2e4bd42f2063fed0d))
+* Added SQL registry schema_mode and registry create command ([#6704](https://github.com/feast-dev/feast/issues/6704)) ([037c4cd](https://github.com/feast-dev/feast/commit/037c4cd1cea75167d32a2a025f28e65085d97da0))
+* Allow users to have protected project on shared registry ([f9923bc](https://github.com/feast-dev/feast/commit/f9923bc9e5844d68dd99a740e007db7a0280f1ef))
+* Apply Intermediate TLS defaults on API fallback and handle transient errors ([#6587](https://github.com/feast-dev/feast/issues/6587)) ([43ae993](https://github.com/feast-dev/feast/commit/43ae993323c9a1a7bd1a1099272f4f8a1c2d27ba))
+* **cli:** Updated feast init demo by adding rag template ([#5946](https://github.com/feast-dev/feast/issues/5946)) ([c8628eb](https://github.com/feast-dev/feast/commit/c8628eb0339c0c261e777ff036f5dfce1e35c460)), closes [#5264](https://github.com/feast-dev/feast/issues/5264)
+* Expose the OIDC JWKS tunables through the operator ([#6690](https://github.com/feast-dev/feast/issues/6690)) ([fef4e78](https://github.com/feast-dev/feast/commit/fef4e786379ded579b8ac832348c6bfb6491d361)), closes [#6683](https://github.com/feast-dev/feast/issues/6683)
+* Making feast vector store with open ai search api compatible ([#6121](https://github.com/feast-dev/feast/issues/6121)) ([54da19a](https://github.com/feast-dev/feast/commit/54da19a8d55b323b305b9c224ace2e73a7531fdf))
+* Multi-arch publish for feast operator image ([b221036](https://github.com/feast-dev/feast/commit/b2210362129413623afa7ff42450399785075ff3))
+* OpenLineage lineage enhancements - full object coverage, richer UI, and API-level sync ([#6719](https://github.com/feast-dev/feast/issues/6719)) ([120a868](https://github.com/feast-dev/feast/commit/120a868d7ecfdfc77ea78ddb7c7b1f782c1e1c12))
+* **operator:** Add spec.services.initImage for init container image override ([#6598](https://github.com/feast-dev/feast/issues/6598)) ([ca355cb](https://github.com/feast-dev/feast/commit/ca355cb73fdd2e8d955274b9e7e65ada060ddfe3))
+* Pass optional OIDC audience and issuer through the operator ([#6677](https://github.com/feast-dev/feast/issues/6677)) ([a13ed7b](https://github.com/feast-dev/feast/commit/a13ed7b635dd0261dc4909b8ac33925eabbb80f6)), closes [#6670](https://github.com/feast-dev/feast/issues/6670)
+* **server:** Remote Materialization ([#6649](https://github.com/feast-dev/feast/issues/6649)) ([b7ae488](https://github.com/feast-dev/feast/commit/b7ae48808878a912145712288762929b0543df9e)), closes [feast-dev/feast#4526](https://github.com/feast-dev/feast/issues/4526)
+* Support Lineage configs via operator ([bf1e54a](https://github.com/feast-dev/feast/commit/bf1e54a1cb2e8f79fab16f2d4dfea55c0f755dff))
+* Updated datasets UI to support grouping ([7ae64ec](https://github.com/feast-dev/feast/commit/7ae64ec4471d197fb591a244da2e44d7bb19a760))
+
 # [0.65.0](https://github.com/feast-dev/feast/compare/v0.64.0...v0.65.0) (2026-07-20)
 
 
diff --git a/Makefile b/Makefile
index 2ede6f769e5..d5a6aeeaba9 100644
--- a/Makefile
+++ b/Makefile
@@ -151,9 +151,10 @@ lock-python-dependencies-all: ## Recompile and lock all Python dependency sets f
 			"uv pip compile -p $(ver) --no-strip-extras pyproject.toml --extra minimal-sdist-build \
 			--no-emit-package milvus-lite \
 			--no-emit-package pymilvus \
+			--no-emit-package faiss-cpu \
 			--generate-hashes --output-file sdk/python/requirements/py$(ver)-minimal-sdist-requirements.txt" && \
 		pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \
-			"uv pip install -p $(ver) pybuild-deps==0.5.0 pip==25.0.1 && \
+			"uv pip install -p $(ver) pybuild-deps==0.5.0 pip==25.0.1 typing_extensions && \
 			pybuild-deps compile --generate-hashes \
 			-o sdk/python/requirements/py$(ver)-minimal-sdist-requirements-build.txt \
 			sdk/python/requirements/py$(ver)-minimal-sdist-requirements.txt" && \
@@ -730,10 +731,16 @@ push-feast-operator-docker: ## Push Feast Operator Docker image
 	$(MAKE) docker-push
 
 build-feast-operator-docker: ## Build Feast Operator Docker image
-	cd infra/feast-operator && \
-	IMAGE_TAG_BASE=$(REGISTRY)/feast-operator \
-	VERSION=$(VERSION) \
-	$(MAKE) docker-build
+	@if [ -n "$(DOCKER_PLATFORMS)" ]; then \
+		cd infra/feast-operator && \
+		docker buildx build --push --platform=$(DOCKER_PLATFORMS) \
+			--tag $(REGISTRY)/feast-operator:$(VERSION) -f Dockerfile .; \
+	else \
+		cd infra/feast-operator && \
+		IMAGE_TAG_BASE=$(REGISTRY)/feast-operator \
+		VERSION=$(VERSION) \
+		$(MAKE) docker-build; \
+	fi
 
 build-feast-operator-docker-on-mac: ## Build Feast Operator Docker image on Mac
 	cd infra/feast-operator && \
diff --git a/README.md b/README.md
index 0ea5b0a135a..a91faccae83 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@
 
 
 ## Join us on Slack!
-👋👋👋 [Come say hi on Slack!](https://communityinviter.com/apps/feastopensource/feast-the-open-source-feature-store)
+👋👋👋 [Come say hi on Slack!](https://slack.feast.dev/)
 
 [Check out our DeepWiki!](https://deepwiki.com/feast-dev/feast)
 
diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 00000000000..a7a6d645642
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,30 @@
+# Security Policy
+
+The Feast community takes security bugs seriously, and we appreciate the effort it takes to find and report them. We follow [GitHub's coordinated disclosure process](https://docs.github.com/en/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/about-coordinated-disclosure-of-security-vulnerabilities) so that a fix can be prepared before details become public.
+
+## Reporting a vulnerability
+
+Report vulnerabilities privately through GitHub, using **[Report a vulnerability](https://github.com/feast-dev/feast/security/advisories/new)** on this repository's Security tab. Only the maintainers can see the report, and you will be credited on the published advisory if you would like to be.
+
+Before reporting, please check the [published advisories](https://github.com/feast-dev/feast/security/advisories) to confirm the issue has not already been addressed.
+
+A report needs to show a clear, reproducible security impact. Please include:
+
+- the affected version or commit, and the configuration involved
+- a proof of concept, or steps that reproduce the issue
+- the actual impact, rather than a theoretical concern
+
+Raw scanner or dependency-audit output does not meet that bar on its own, since it does not establish that the issue is reachable in Feast. Reports that have not been manually verified against Feast, including bulk, automated, or AI-generated submissions, may be closed without further response.
+
+> [!WARNING]
+> Do not open a public GitHub issue, pull request, or Slack message for a security vulnerability. Those are visible to everyone and disclose the problem before a fix exists.
+
+For anything that is not a vulnerability, including hardening suggestions and questions about how Feast's authentication and authorization work, a normal [GitHub issue](https://github.com/feast-dev/feast/issues) is the right place.
+
+## Supported versions
+
+Security fixes are applied to the latest release. Feast releases roughly monthly and offers best-effort community support, as described in the [versioning policy](docs/project/versioning-policy.md); there is no long-term support branch, so upgrading to the current release is the supported way to receive a fix.
+
+## Published advisories
+
+Past advisories for this project are listed under [Security advisories](https://github.com/feast-dev/feast/security/advisories).
diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md
index d35dbf1652b..004e233cd01 100644
--- a/docs/SUMMARY.md
+++ b/docs/SUMMARY.md
@@ -87,6 +87,7 @@
     * [5 — Security](how-to-guides/feast-operator/05-security.md)
     * [6 — Batch & Jobs](how-to-guides/feast-operator/06-batch-and-jobs.md)
     * [7 — OpenLineage & Materialization](how-to-guides/feast-operator/07-openlineage-and-materialization.md)
+    * [8 — MLflow Integration](how-to-guides/feast-operator/08-mlflow-integration.md)
 * [Feast Production Deployment Topologies](how-to-guides/production-deployment-topologies.md)
 * [Online Server Performance Tuning](how-to-guides/online-server-performance-tuning.md)
 * [Customizing Feast](how-to-guides/customizing-feast/README.md)
@@ -149,6 +150,7 @@
   * [Snowflake](reference/online-stores/snowflake.md)
   * [Redis](reference/online-stores/redis.md)
   * [Dragonfly](reference/online-stores/dragonfly.md)
+  * [Valkey](reference/online-stores/valkey.md)
   * [Datastore](reference/online-stores/datastore.md)
   * [DynamoDB](reference/online-stores/dynamodb.md)
   * [Bigtable](reference/online-stores/bigtable.md)
@@ -187,6 +189,7 @@
   * [Snowflake](reference/compute-engine/snowflake.md)
   * [AWS Lambda (alpha)](reference/compute-engine/lambda.md)
   * [Spark (contrib)](reference/compute-engine/spark.md)
+  * [SparkApplication](reference/compute-engine/spark_application.md)
   * [Apache Flink](reference/compute-engine/flink.md)
   * [Ray (contrib)](reference/compute-engine/ray.md)
 * [Feature repository](reference/feature-repository/README.md)
@@ -205,7 +208,10 @@
 * [\[Beta\] On demand feature view](reference/beta-on-demand-feature-view.md)
 * [\[Alpha\] Static Artifacts Loading](reference/alpha-static-artifacts.md)
 * [\[Alpha\] Vector Database](reference/alpha-vector-database.md)
+* [\[Alpha\] OpenAI-Compatible Vector Store API](reference/alpha-vector-database.md#alpha-openai-compatible-vector-store-api)
+
 * [Data Quality Monitoring](reference/dqm.md)
+* [\[Deprecated\] Data quality monitoring (Great Expectations)](reference/dqm.md)
 * [\[Alpha\] Streaming feature computation with Denormalized](reference/denormalized.md)
 * [\[Alpha\] Feature View Versioning](reference/alpha-feature-view-versioning.md)
 * [OpenLineage Integration](reference/openlineage.md)
diff --git a/docs/community.md b/docs/community.md
index 640b5238b8b..c22c4c41dd4 100644
--- a/docs/community.md
+++ b/docs/community.md
@@ -2,7 +2,7 @@
 
 ## Links & Resources
 
-* [Come say hi on Slack!](https://communityinviter.com/apps/feastopensource/feast-the-open-source-feature-store)
+* [Come say hi on Slack!](https://slack.feast.dev/)
   * As a part of the Linux Foundation, we ask community members to adhere to the [Linux Foundation Code of Conduct](https://events.linuxfoundation.org/about/code-of-conduct/)
 * [GitHub Repository](https://github.com/feast-dev/feast/): Find the complete Feast codebase on GitHub.
   * [Community Governance Doc](https://github.com/feast-dev/feast/blob/master/community): See the governance model of Feast, including who the maintainers are and how decisions are made.
diff --git a/docs/getting-started/components/authz_manager.md b/docs/getting-started/components/authz_manager.md
index eae3fece50b..f9e1d8af104 100644
--- a/docs/getting-started/components/authz_manager.md
+++ b/docs/getting-started/components/authz_manager.md
@@ -21,6 +21,70 @@ the authorization tokens that the server can properly identify and use to enforc
 The server-side implementation of the authorization functionality is defined [here](./../../../sdk/python/feast/permissions/server).
 Few of the key models, classes to understand the authorization implementation on the client side can be found [here](./../../../sdk/python/feast/permissions/client).
 
+## Default Authorization Behavior
+
+### Feast Operator (Kubernetes Deployments)
+
+When deploying Feast using the [Feast operator](../../../infra/feast-operator/docs/api/markdown/ref.md), **Kubernetes authentication is enabled by default**. If no `authz` section is specified in the `FeatureStore` CR, the operator automatically configures `kubernetes` auth for all deployed services.
+
+This follows an **"Authenticated by Default, Authorized Gradually"** security model:
+- All Feast endpoints require a valid Kubernetes bearer token by default.
+- If no explicit `Permission` objects are defined (via `permissions.py` + `feast apply`), **all authenticated users are granted full access**. A warning is logged to remind administrators to define fine-grained permissions.
+- Unauthenticated requests are rejected.
+
+This ensures that Feast deployments are never accidentally exposed without authentication, while allowing teams to incrementally adopt fine-grained RBAC.
+
+#### Disabling Authentication with `noAuth`
+
+For development, testing, or environments where authentication is handled externally, you can explicitly disable authentication using the `noAuth` option in the `FeatureStore` CR:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feature-store
+spec:
+  feastProject: my_project
+  authz:
+    noAuth: true
+```
+
+{% hint style="warning" %}
+Setting `noAuth: true` disables all authentication and authorization. All endpoints become publicly accessible without any identity checks. Only use this for local development or testing environments. For production, use `kubernetes` or `oidc` authentication.
+{% endhint %}
+
+#### Explicit Kubernetes Auth (Default)
+
+This is equivalent to the default behavior when no `authz` section is provided:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feature-store
+spec:
+  feastProject: my_project
+  authz:
+    kubernetes: {}
+```
+
+#### OIDC Auth via Operator
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feature-store
+spec:
+  feastProject: my_project
+  authz:
+    oidc:
+      secretRef:
+        name: feast-oidc-secret
+```
+
+### Standalone Deployments (feature_store.yaml)
+
 ## Configuring Authorization
 The authorization is configured using a dedicated `auth` section in the `feature_store.yaml` configuration.
 
@@ -28,7 +92,7 @@ The authorization is configured using a dedicated `auth` section in the `feature
 the `feature_store_yaml_base64` value must include the `auth` section to specify the authorization configuration.
 
 ### No Authorization
-This configuration applies the default `no_auth` authorization:
+This configuration applies the `no_auth` authorization:
 ```yaml
 project: my-project
 auth:
@@ -36,6 +100,10 @@ auth:
 ...
 ```
 
+{% hint style="warning" %}
+Running with `auth.type: no_auth` leaves all endpoints unauthenticated. This is suitable for local development only. For production deployments, configure `kubernetes` or `oidc` authentication.
+{% endhint %}
+
 ### OIDC Authorization
 With OIDC authorization, the Feast client proxies retrieve the JWT token from an OIDC server (or [Identity Provider](https://openid.net/developers/how-connect-works/))
 and append it in every request to a Feast server, using an [Authorization Bearer Token](https://developer.mozilla.org/en-US/docs/Web/HTTP/Authentication#bearer).
@@ -44,10 +112,11 @@ The server, in turn, uses the same OIDC server to validate the token and extract
 
 Some assumptions are made in the OIDC server configuration:
 * The OIDC token refers to a client with roles matching the RBAC roles of the configured `Permission`s (*)
-* The roles are exposed in the access token under `resource_access.<client_id>.roles`
-* The JWT token is expected to have a verified signature and not be expired. The Feast OIDC token parser logic validates for `verify_signature` and `verify_exp` so make sure that the given OIDC provider is configured to meet these requirements.
-* The `preferred_username` should be part of the JWT token claim.
+* The roles are exposed in the access token under `resource_access.<client_id>.roles` (Keycloak) or in the top-level `roles` claim (Entra ID app roles). Roles found in both are merged.
+* The JWT token is expected to have a verified signature and not be expired. The Feast OIDC token parser logic validates for `verify_signature` and `verify_exp` so make sure that the given OIDC provider is configured to meet these requirements. The token's audience and issuer claims are **not** verified by default; both checks can be enabled with the `audience` and `issuer` options (see [Server-Side Configuration](#server-side-configuration)).
+* The username is read from the first of `preferred_username`, `upn`, `azp`, `appid`, `sub` present in the token. Entra ID client-credentials (app-only) tokens carry no user claim, so they authenticate as the calling application.
 * For `GroupBasedPolicy` support, the `groups` claim should be present in the access token (requires a "Group Membership" protocol mapper in Keycloak).
+* **Entra ID limitation**: Group claims use object IDs (GUIDs) instead of names, and are omitted entirely when a user exceeds the group overage threshold. GroupBasedPolicy must reference GUIDs and cannot be used for principals with large group memberships.
 
 (*) Please note that **the role match is case-sensitive**, e.g. the name of the role in the OIDC server and in the `Permission` configuration
 must be exactly the same.
@@ -69,6 +138,16 @@ For example, the access token for a client `app` of a user with `reader` role an
 }
 ```
 
+A Microsoft Entra ID (Azure AD) client-credentials (app-only) token has no user claim; the application authenticates as itself, and its app roles arrive in the top-level `roles` claim:
+```json
+{
+  "azp": "11111111-2222-3333-4444-555555555555",
+  "roles": [
+    "reader"
+  ]
+}
+```
+
 #### Server-Side Configuration
 
 The server requires `auth_discovery_url` and `client_id` to validate incoming JWT tokens via JWKS:
@@ -94,6 +173,36 @@ auth:
 Setting `verify_ssl: false` disables TLS certificate verification for all OIDC provider communication (discovery, JWKS, token endpoint). Only use this in development or internal environments where you accept the security risk.
 {% endhint %}
 
+By default the server verifies only the token's signature and expiry: any validly-signed, unexpired token from the configured provider is accepted regardless of the audience it was minted for, and authorization (role matching) is the only remaining gate. For defense in depth, set `audience` and/or `issuer` to additionally require a matching `aud` / `iss` claim:
+
+```yaml
+auth:
+  type: oidc
+  client_id: _CLIENT_ID_
+  auth_discovery_url: https://login.example.com/.well-known/openid-configuration
+  audience: api://feast-feature-server
+  issuer: https://login.example.com/realms/master
+```
+
+A token whose `aud` (or `iss`) claim does not match is rejected at authentication. The two options are independent; leave one unset to skip that check.
+
+{% hint style="warning" %}
+Set these to the values your IdP puts **in the token itself**, which are not always the ones in the discovery document. For example, Microsoft Entra ID commonly issues v1.0 tokens (`iss: https://sts.windows.net/<tenant-id>/`, `aud: api://<app-id-uri>`) even when `auth_discovery_url` points at the v2.0 endpoint. That setup keeps working with these options unset, or set to the v1.0 values — but copying the v2.0 issuer from the discovery document would reject every v1.0 token.
+{% endhint %}
+
+To validate token signatures the server fetches the provider's JWKS document and caches it, refetching when the cache expires or when a token presents an unknown key id. Two options tune that behavior:
+
+```yaml
+auth:
+  type: oidc
+  client_id: _CLIENT_ID_
+  auth_discovery_url: https://login.example.com/.well-known/openid-configuration
+  jwks_cache_lifespan_seconds: 300   # default; how long the fetched key set is reused
+  jwks_request_timeout_seconds: 10   # default; network timeout for the JWKS fetch
+```
+
+`jwks_cache_lifespan_seconds` also bounds how long a key the provider has **revoked** continues to validate tokens, so lower it if your provider rotates or revokes aggressively; each reduction costs proportionally more JWKS fetches. Key rotations that introduce a new key id are picked up immediately regardless of this setting, because an unknown key id triggers a refetch. `jwks_request_timeout_seconds` bounds how long an unresponsive provider can block request serving. Both must be greater than zero.
+
 #### Client-Side Configuration
 
 The client supports multiple token source modes. The SDK resolves tokens in the following priority order:
diff --git a/docs/getting-started/components/feature-server.md b/docs/getting-started/components/feature-server.md
index 4d961054ecb..1b5521a2b86 100644
--- a/docs/getting-started/components/feature-server.md
+++ b/docs/getting-started/components/feature-server.md
@@ -37,6 +37,8 @@ The Feature Server operates as a stateless service backed by two key components:
 | `/push`                      | Pushes feature data to the online and/or offline store.                 |
 | `/materialize`               | Materializes features within a specific time range to the online store. |
 | `/materialize-incremental`   | Incrementally materializes features up to the current timestamp.        |
-| `/retrieve-online-documents` | Supports Vector Similarity Search for RAG (Alpha end-ponit)             |
+| `/search` | Vector similarity search for RAG (Alpha endpoint) |
+| `/v1/vector_stores/{id}/search` | OpenAI-compatible vector search with server-side embedding |
+| `/retrieve-online-documents` | **Deprecated.** Use `/search` instead. |
 | `/docs`                      | API Contract for available endpoints                                    | 
 
diff --git a/docs/getting-started/components/registry.md b/docs/getting-started/components/registry.md
index 9723e6cfe63..34beae25084 100644
--- a/docs/getting-started/components/registry.md
+++ b/docs/getting-started/components/registry.md
@@ -69,6 +69,30 @@ store._registry.delete_validation_reference("my_validation_reference", project=s
 When using `feast apply` via the CLI, you can also use the `objects_to_delete` parameter with `partial=False` to delete objects as part of the apply operation. However, this is less common and typically used in automated deployment scenarios.
 {% endhint %}
 
+### End-to-end example
+
+The following snippet shows the full lifecycle of deleting a feature view from the registry:
+
+```python
+from feast import FeatureStore
+
+store = FeatureStore(repo_path=".")
+
+# 1. Verify the object exists before deletion
+print(store.list_batch_feature_views())  # shows my_feature_view
+
+# 2. Delete the feature view
+store.delete_feature_view("my_feature_view")
+
+# 3. Confirm it's gone
+print(store.list_batch_feature_views())  # my_feature_view no longer listed
+
+# Trying to fetch it now raises FeatureViewNotFoundException
+# store.get_feature_view("my_feature_view")
+```
+
+The same pattern works for other registry objects: list/verify the object, call the corresponding `delete_*` method, then list again to confirm the deletion.
+
 ## Accessing the registry from clients
 
 Users can specify the registry through a `feature_store.yaml` config file, or programmatically. We often see teams
diff --git a/docs/getting-started/concepts/point-in-time-joins.md b/docs/getting-started/concepts/point-in-time-joins.md
index 55672209005..9e385774327 100644
--- a/docs/getting-started/concepts/point-in-time-joins.md
+++ b/docs/getting-started/concepts/point-in-time-joins.md
@@ -62,3 +62,26 @@ Below is the resulting joined training dataframe. It contains both the original
 
 Three feature rows were successfully joined to the entity dataframe rows. The first row in the entity dataframe was older than the earliest feature rows in the feature view and could not be joined. The last row in the entity dataframe was outside of the TTL window \(the event happened 11 hours after the feature row\) and also couldn't be joined.
 
+## Retrieving features as of the event time
+
+By default, point-in-time joins only constrain the feature's event timestamp. If a data source also has a `created_timestamp_column`, it is used to deduplicate rows that share an event timestamp \(the row with the highest created timestamp wins\), but it is not otherwise filtered. This means a value that was backfilled or corrected *after* an entity dataframe timestamp can still be returned for it.
+
+To restrict retrieval to feature values that were already available at each entity row's timestamp, pass `filter_by_created_timestamp=True`:
+
+```python
+training_df = store.get_historical_features(
+    entity_df=entity_df,
+    features = [
+        'driver_hourly_stats:trips_today',
+        'driver_hourly_stats:earnings_today'
+    ],
+    filter_by_created_timestamp=True,
+)
+```
+
+This adds a `created_timestamp <= entity_timestamp` condition to the join, so each entity dataframe row only sees feature values whose created timestamp is at or before its own timestamp. This is useful to keep backfilled values from leaking into training data, and to reproduce what the online store would have served at each event time \(assuming the created timestamp reflects when the value became available online\).
+
+{% hint style="info" %}
+Rows with a NULL created timestamp are excluded when the flag is enabled, so the column should be non-null. Not all offline stores support this flag yet; unsupported stores raise an error rather than silently ignoring it.
+{% endhint %}
+
diff --git a/docs/getting-started/genai.md b/docs/getting-started/genai.md
index dfd9c41954a..d9f682af1f0 100644
--- a/docs/getting-started/genai.md
+++ b/docs/getting-started/genai.md
@@ -226,7 +226,8 @@ The MCP integration uses the `fastapi_mcp` library to automatically transform yo
 The fastapi_mcp integration automatically exposes your Feast feature server's FastAPI endpoints as MCP tools. This means AI assistants can:
 
 * **Call `/get-online-features`** to retrieve features from the feature store
-* **Call `/retrieve-online-documents`** to perform vector similarity search
+* **Call `/search`** to perform vector similarity search (`/retrieve-online-documents` is a deprecated alias)
+* **Call `/v1/vector_stores/{feature_view}/search`** for OpenAI-compatible text search with server-side embedding
 * **Call `/write-to-online-store`** to persist agent state (memory, notes, interaction history)
 * **Use `/health`** to check server status  
 
diff --git a/docs/how-to-guides/feast-operator/01-project-provisioning.md b/docs/how-to-guides/feast-operator/01-project-provisioning.md
index b54ce57eeeb..787ef173403 100644
--- a/docs/how-to-guides/feast-operator/01-project-provisioning.md
+++ b/docs/how-to-guides/feast-operator/01-project-provisioning.md
@@ -2,7 +2,8 @@
 
 The operator needs a Feast feature repository (a directory containing `feature_store.yaml`
 and Python feature-view definitions) to work from. `spec.feastProjectDir` controls how that
-directory is created inside the pods. Exactly one of `git` or `init` must be set.
+directory is created inside the pods. When `feastProjectDir` is specified, exactly one of
+`git`, `init`, or `packaged` must be set.
 
 ---
 
@@ -89,7 +90,7 @@ feastProjectDir:
 ### Full `git` field reference
 
 | Field | Type | Description |
-|-------|------|-------------|
+| ------- | ------ | ------------- |
 | `url` | string | Repository URL (HTTPS or SSH) |
 | `ref` | string | Branch, tag, or commit SHA. Defaults to the remote HEAD |
 | `featureRepoPath` | string | Relative path within the repo to the feature repository directory. Default: `feature_repo` |
@@ -151,9 +152,90 @@ feastProjectDir:
 
 ---
 
+## Option C — Use a repository packaged in an image (`feastProjectDir.packaged`)
+
+Use `packaged` when the feature repository is built into a feature-server image. This is
+useful in air-gapped environments and in release workflows where feature definitions and
+their Python dependencies are promoted together as an immutable image.
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: packaged-feature-store
+spec:
+  feastProject: credit_scoring
+  feastProjectDir:
+    packaged:
+      image: registry.example.com/feature-server@sha256:0123456789abcdef
+      featureRepoPath: /opt/feast/feature_repo
+```
+
+The repository can be added to a Feast feature-server image with a Dockerfile such as:
+
+```dockerfile
+FROM quay.io/feastdev/feature-server:latest
+COPY feature_repo/ /opt/feast/feature_repo/
+```
+
+`featureRepoPath` must be a canonical absolute, non-root path: do not use `.`, `..`,
+repeated separators, or a trailing separator. Put it outside operator-mounted locations
+such as `/feast-data`; a volume mounted there would hide files baked into the image. When
+init containers are enabled, the packaged path also must not equal, contain, or be
+contained by the staged repository path.
+
+With init containers enabled (the default), each Pod starts in this order:
+
+1. `feast-init` replaces the operator-managed staged repository with a fresh copy of the
+   repository from `packaged.featureRepoPath`. With the default storage configuration,
+   for example, it copies `/opt/feast/feature_repo` from the image to
+   `/feast-data/<feastProject>/feature_repo`.
+2. In the staged copy only, `feast-init` replaces `feature_store.yaml` (if exists in the
+   baked image) with the configuration generated from the FeatureStore resource. The file
+   baked into the image is not modified. The Python feature definitions come from the
+   packaged repository, while the FeatureStore resource remains authoritative for runtime
+   configuration.
+3. When `services.runFeastApplyOnInit` is omitted or `true` (the default), `feast-apply`
+   runs `feast apply` from the staged repository using the packaged image. Setting it to
+   `false` skips only this step; repository staging still occurs.
+4. The Feast service containers start with the staged repository as their working
+   directory.
+
+The repository baked into the image is therefore the source artifact, while the staged
+repository is the runtime copy used by `feast apply` and the Feast services.
+
+For a baked repository whose own `feature_store.yaml` must remain authoritative, disable
+init containers:
+
+```yaml
+services:
+  disableInitContainers: true
+```
+
+In that mode, Feast service containers use `featureRepoPath` directly and neither staging
+nor `feast apply` runs during pod initialization. The Operator does not update the registry,
+so `feast apply` must be handled separately—for example, by CI/CD or a separately managed
+Kubernetes Job or CronJob—whenever the packaged feature definitions change.
+
+The packaged `image` is optional. When set, it is the default for repository initialization,
+`feast apply`, and Feast services. `services.initImage` takes precedence for the
+`feast-init` and `feast-apply` init containers, while an explicit image on an individual
+service takes precedence for that service. When the packaged image is omitted, the operator
+uses `RELATED_IMAGE_FEATURE_SERVER` or its built-in feature-server image fallback.
+
+### Full `packaged` field reference
+
+| Field | Type | Required | Description |
+|-------|------|----------|-------------|
+| `featureRepoPath` | string | yes | Canonical absolute, non-root path to the feature repository in the image; it must not overlap the staged repository path |
+| `image` | string | no | Image containing the repository; defaults to the operator feature-server image |
+
+---
+
 ## `feast apply` on startup
 
-By default, when the init container completes (git clone or `feast init`), the operator runs
+By default, when repository initialization completes (git clone, `feast init`, or packaged
+repository staging), the operator runs
 `feast apply` before starting the servers. This registers all feature definitions with the
 registry.
 
@@ -175,9 +257,8 @@ services:
 
 ## When `feastProjectDir` is omitted
 
-If neither `git` nor `init` is set, the operator mounts an empty directory. In this case
-you must supply a `feature_store.yaml` through another mechanism (e.g. a ConfigMap volume
-mount via `services.volumes` + `volumeMounts`).
+If `feastProjectDir` is not set, the operator defaults to `feastProjectDir.init: {}` and
+creates a local template repository.
 
 ---
 
@@ -188,3 +269,4 @@ mount via `services.volumes` + `volumeMounts`).
 - [Sample: private git repo with token](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_git_token.yaml)
 - [Sample: monorepo with featureRepoPath](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_git_repopath.yaml)
 - [Sample: feast init](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_init.yaml)
+- [Sample: packaged feature repository](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_packaged.yaml)
diff --git a/docs/how-to-guides/feast-operator/02-persistence.md b/docs/how-to-guides/feast-operator/02-persistence.md
index fe8c445e77e..86f037a3b1d 100644
--- a/docs/how-to-guides/feast-operator/02-persistence.md
+++ b/docs/how-to-guides/feast-operator/02-persistence.md
@@ -217,6 +217,14 @@ For external DB-backed offline stores (BigQuery, Snowflake, Spark, Trino, etc.),
 `persistence.store.type` and a Secret with the matching key. See
 [Offline Stores](../reference/offline-stores/) in the SDK docs.
 
+> **Important — contrib store drivers require a custom image.**
+> The published `quay.io/feastdev/feature-server` image ships with `feast[minimal]`
+> (aws, gcp, snowflake, redis, go, mysql, postgres-c, opentelemetry,
+> grpcio, k8s, duckdb, mcp, milvus). Contrib offline stores such as **Trino, Iceberg,
+> Spark, Athena, ClickHouse**, and others are **not** included in the base image. To use
+> them, build a custom feature-server image that adds the required extras. See
+> [Building a custom feature-server image](#building-a-custom-feature-server-image) below.
+
 ### Registry
 
 | `type` | Secret key | Notes |
@@ -985,6 +993,200 @@ See [Guide 6 — Batch & Jobs](06-batch-and-jobs.md) for full details.
 
 ---
 
+## Building a custom feature-server image
+
+The published `quay.io/feastdev/feature-server` image includes a curated subset of Feast
+extras. Contrib store drivers (Trino, Iceberg, Spark, Athena, ClickHouse, etc.) and any
+additional Python packages your feature transformations depend on are **not** included. To
+use them, build a custom image that extends the base image with the packages you need.
+
+> **You do not need to clone the Feast repository.** Extend the published base image and
+> install extra packages on top.
+
+### Writing the Dockerfile
+
+Create a `Dockerfile` in your own infrastructure repository (or the repository that holds
+your Feast feature definitions):
+
+```dockerfile
+FROM quay.io/feastdev/feature-server:0.65.0
+
+RUN uv pip install --no-cache-dir \
+    "feast[trino,redis,iceberg]==0.65.0"
+```
+
+Pin the Feast version in both the base image tag and the `pip install` command so the
+server and client libraries stay in sync. Add any other Python packages your feature
+transformations need (ML libraries, internal SDKs, etc.):
+
+```dockerfile
+FROM quay.io/feastdev/feature-server:0.65.0
+
+RUN uv pip install --no-cache-dir \
+    "feast[trino,redis,iceberg,mlflow]==0.65.0" \
+    "scikit-learn>=1.3,<2" \
+    "my-internal-sdk==1.2.3"
+```
+
+### Building and pushing via CI/CD
+
+The image build and push should run entirely in CI/CD — never from a developer laptop in
+a production workflow.
+
+```yaml
+# Example: GitHub Actions
+name: Build Feast Feature Server
+on:
+  push:
+    branches: [main]
+    paths:
+      - 'feast/Dockerfile'
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: docker/login-action@v3
+        with:
+          registry: registry.example.com
+          username: ${{ secrets.REGISTRY_USER }}
+          password: ${{ secrets.REGISTRY_PASSWORD }}
+      - uses: docker/build-push-action@v5
+        with:
+          context: feast/
+          push: true
+          tags: registry.example.com/feast/feature-server:0.65.0-custom
+```
+
+### Referencing the custom image in the FeatureStore CR
+
+Point the operator at the custom image using `server.image` on each service that needs it.
+Also set `services.initImage` so the init containers (`feast-init` for git clone/staging
+and `feast-apply` for registry updates) use the same custom image — otherwise they run
+with the default image which lacks the contrib drivers:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feature-store
+spec:
+  feastProject: my_project
+  feastProjectDir:
+    git:
+      url: https://github.com/my-org/feast-feature-repo
+      ref: <pinned-commit-sha>
+  services:
+    initImage: registry.example.com/feast/feature-server:0.65.0-custom
+    offlineStore:
+      server:
+        image: registry.example.com/feast/feature-server:0.65.0-custom
+      persistence:
+        store:
+          type: trino
+          secretRef:
+            name: feast-offline-store
+    onlineStore:
+      server:
+        image: registry.example.com/feast/feature-server:0.65.0-custom
+      persistence:
+        store:
+          type: redis
+          secretRef:
+            name: feast-online-store
+    registry:
+      local:
+        server:
+          image: registry.example.com/feast/feature-server:0.65.0-custom
+        persistence:
+          store:
+            type: sql
+            secretRef:
+              name: feast-data-stores
+```
+
+The `git` section above points to your **feature-definition repository** (not Feast's
+GitHub repository). The operator clones that repository at deployment time to load
+`feature_store.yaml` and feature definitions.
+
+Alternatively, set the image once for all services cluster-wide via the operator
+environment variable:
+
+```sh
+kubectl set env deployment/feast-operator-controller-manager \
+  RELATED_IMAGE_FEATURE_SERVER=registry.example.com/feast/feature-server:0.65.0-custom \
+  -n feast-operator-system
+```
+
+See [Guide 3 — Serving & Observability](03-serving-and-observability.md#container-image-and-resources)
+for the full image resolution priority chain.
+
+### Baking the feature repo into the custom image
+
+If the cluster cannot clone a Git repository at runtime (air-gapped environments), combine
+the custom dependencies with the feature repository in one image:
+
+```dockerfile
+FROM quay.io/feastdev/feature-server:0.65.0
+
+RUN uv pip install --no-cache-dir \
+    "feast[trino,redis,iceberg]==0.65.0"
+
+COPY feature_repo/ /opt/feast/feature_repo/
+```
+
+Then use the `packaged` provisioning mode so the operator reads the baked-in repo:
+
+```yaml
+spec:
+  feastProject: my_project
+  feastProjectDir:
+    packaged:
+      image: registry.example.com/feast/feature-server:0.65.0-custom
+      featureRepoPath: /opt/feast/feature_repo
+  services:
+    runFeastApplyOnInit: false      # apply is handled separately
+    offlineStore:
+      server: {}
+      persistence:
+        store:
+          type: trino
+          secretRef:
+            name: feast-offline-store
+```
+
+See [Guide 1 — Project Provisioning](01-project-provisioning.md#option-c--use-a-repository-packaged-in-an-image-feastprojectdirpackaged)
+for full `packaged` details.
+
+### Included extras in the base image
+
+For reference, the base `quay.io/feastdev/feature-server` image installs `feast[minimal]`,
+which expands to:
+
+```
+feast[aws, gcp, snowflake, redis, go, mysql, postgres-c, opentelemetry, grpcio, k8s, duckdb, mcp, milvus]
+```
+
+The `minimal` extra is defined in the Feast
+[`pyproject.toml`](https://github.com/feast-dev/feast/blob/stable/pyproject.toml).
+
+Extras **not** included in `minimal` (require a custom image):
+
+| Extra | Offline store |
+|-------|---------------|
+| `trino` | [Trino](../reference/offline-stores/trino.md) |
+| `spark` | [Spark](../reference/offline-stores/spark.md) |
+| `athena` | [Athena](../reference/offline-stores/athena.md) |
+| `mssql` | [MSSQL](../reference/offline-stores/mssql.md) |
+| `clickhouse` | [ClickHouse](../reference/offline-stores/clickhouse.md) |
+| `oracle` | [Oracle](../reference/offline-stores/oracle.md) |
+| `couchbase` | [Couchbase](../reference/offline-stores/couchbase.md) |
+| `iceberg` | Apache Iceberg |
+| `mlflow` | MLflow model registry |
+
+---
+
 ## Troubleshooting
 
 | Symptom | Likely cause | Fix |
diff --git a/docs/how-to-guides/feast-operator/04-registry-topology.md b/docs/how-to-guides/feast-operator/04-registry-topology.md
index a74f8432fe4..99cd10da988 100644
--- a/docs/how-to-guides/feast-operator/04-registry-topology.md
+++ b/docs/how-to-guides/feast-operator/04-registry-topology.md
@@ -207,6 +207,83 @@ spec:
 
 ---
 
+## Client-side configuration (auto-generated ConfigMap)
+
+When the operator deploys a `FeatureStore` CR, it automatically creates a ConfigMap named
+`feast-<name>-client` in the same namespace. This ConfigMap contains a ready-to-use
+`feature_store.yaml` that points at the deployed remote services (online store, offline
+store, and registry).
+
+For example, a CR named `testing` produces a ConfigMap `feast-testing-client`:
+
+```yaml
+# ConfigMap: feast-testing-client (auto-generated by the operator)
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: feast-testing-client
+data:
+  feature_store.yaml: |
+    project: testing
+    provider: local
+    online_store:
+        path: https://feast-testing-online.feast.svc.cluster.local:443
+        type: remote
+        cert: /etc/pki/tls/custom-certs/ca-bundle.crt
+    registry:
+        path: feast-testing-registry.feast.svc.cluster.local:443
+        registry_type: remote
+        cert: /etc/pki/tls/custom-certs/ca-bundle.crt
+    auth:
+        type: no_auth
+    entity_key_serialization_version: 3
+```
+
+### Using the client ConfigMap in-cluster
+
+Mount the ConfigMap into your application pod so the Feast SDK discovers the configuration
+automatically:
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-serving-app
+spec:
+  template:
+    spec:
+      containers:
+        - name: app
+          volumeMounts:
+            - name: feast-client-config
+              mountPath: /opt/feast
+              readOnly: true
+      volumes:
+        - name: feast-client-config
+          configMap:
+            name: feast-testing-client
+```
+
+Then initialize the Feast store from the mounted path:
+
+```python
+from feast import FeatureStore
+
+store = FeatureStore(repo_path="/opt/feast")
+```
+
+### Using the client ConfigMap outside the cluster
+
+Copy the ConfigMap content to your local `feature_store.yaml` for development or
+testing outside the cluster. Adjust hostnames and TLS paths as needed (e.g. use
+`kubectl port-forward` or an Ingress endpoint):
+
+```sh
+kubectl get configmap feast-testing-client -o jsonpath='{.data.feature_store\.yaml}' > feature_store.yaml
+```
+
+---
+
 ## See also
 
 - [API reference — `RegistryConfig`](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/docs/api/markdown/ref.md#registryconfig)
diff --git a/docs/how-to-guides/feast-operator/05-security.md b/docs/how-to-guides/feast-operator/05-security.md
index 4c28aba9805..51d38dc8acc 100644
--- a/docs/how-to-guides/feast-operator/05-security.md
+++ b/docs/how-to-guides/feast-operator/05-security.md
@@ -39,7 +39,7 @@ to subjects using standard Kubernetes `ClusterRoleBinding` or `RoleBinding` reso
 > Kubernetes auth requires all services to be exposed as servers (the controller rejects
 > partial configurations where some services are local while RBAC is enabled).
 
-**SDK docs**: [Feast RBAC](../reference/auth/rbac.md)
+**SDK docs**: [Feast RBAC](../../getting-started/architecture/rbac.md)
 
 ---
 
@@ -62,8 +62,20 @@ stringData:
   client_secret: <your-client-secret>
   username: <service-account-username>     # used for client-credentials flow
   password: <service-account-password>
+  audience: <expected-aud-claim>           # optional: reject tokens whose aud claim differs
+  issuer: <expected-iss-claim>             # optional: reject tokens whose iss claim differs
 ```
 
+The optional `audience` and `issuer` keys enable audience and issuer claim verification on the standard OIDC/JWKS validation path; when omitted, the `aud` and `iss` claims are not checked. Set them to the values your IdP puts in the token itself, which are not always the ones in the discovery document (see [OIDC Authorization](../../getting-started/components/authz_manager.md#oidc-authorization)). The Secret key `issuer` is distinct from the CR's `issuerUrl`, which selects the discovery endpoint and plays no part in claim verification. Kubernetes ServiceAccount tokens (validated via TokenReview) and intra-server communication follow separate paths and are not subject to these checks.
+
+{% hint style="warning" %}
+Before enabling these, three operational caveats:
+
+* **Existing Secret keys take effect on operator upgrade.** Keys named `audience` or `issuer` already present in the referenced Secret were previously ignored; after upgrading they are forwarded to every Feast pod.
+* **Your IdP must mint matching tokens for Feast's own clients.** Feast's client-credentials flow requests no audience, so in multi-service topologies (e.g. a remote registry) and for the UI's browser tokens, the IdP must be configured to issue tokens carrying the expected claims (e.g. a Keycloak audience mapper), or inter-service calls will be rejected.
+* **Secret edits are not watched.** Changes to these keys apply on the next reconcile or pod restart, not immediately.
+{% endhint %}
+
 Reference the Secret from the CR:
 
 ```yaml
@@ -81,6 +93,15 @@ spec:
 
 ### Advanced OIDC options
 
+{% hint style="warning" %}
+Every option in this section requires `apiVersion: feast.dev/v1`. Under the deprecated
+`feast.dev/v1alpha1`, `authz.oidc` accepts only `secretRef`. The CRD has no conversion
+webhook, so a resource submitted as v1alpha1 is validated against the v1alpha1 schema and
+any other field is pruned without error rather than rejected. Applying the example below
+as v1alpha1 therefore leaves OIDC configured by Secret alone, with none of these settings
+taking effect and nothing in the output to say so. Use v1, which is the storage version.
+{% endhint %}
+
 ```yaml
 authz:
   oidc:
@@ -89,10 +110,19 @@ authz:
     secretKeyName: client_id          # override the default Secret key name
     tokenEnvVar: FEAST_TOKEN          # env var from which servers read the Bearer token
     verifySSL: false                  # disable SSL verification (dev only)
-    caCertConfigMap: oidc-ca-cert     # ConfigMap with CA cert for SSL verification
+    caCertConfigMap:                  # ConfigMap with CA cert for SSL verification
+      name: oidc-ca-cert
+    jwksCacheLifespanSeconds: 300     # how long servers reuse the fetched JWK set
+    jwksRequestTimeoutSeconds: 10     # network timeout for the JWKS fetch
 ```
 
-**SDK docs**: [Feast OIDC Auth](../reference/auth/oidc.md)
+`jwksCacheLifespanSeconds` is not only a performance setting: it also bounds how long a key the provider has **revoked** continues to validate tokens. Lower it if your provider rotates or revokes aggressively, at the cost of proportionally more JWKS fetches. Key rotations that introduce a new key id are picked up immediately regardless, because an unknown key id forces a refetch. `jwksRequestTimeoutSeconds` bounds how long an unresponsive provider can block request serving. Both must be at least 1. When unset, neither key is written to the generated configuration and the feature server applies its own defaults (300 and 10 seconds respectively).
+
+{% hint style="warning" %}
+These two options require a feature server image that recognizes them. The operator deploys a matching image by default, so this only applies if you pin an older one explicitly, through a container `image` override or the operator's `RELATED_IMAGE_FEATURE_SERVER` setting. An image that predates these options rejects its configuration at startup, so leave them unset until the pinned image is updated.
+{% endhint %}
+
+**SDK docs**: [Feast OIDC Auth](../../getting-started/components/authz_manager.md#oidc-authorization)
 
 ---
 
diff --git a/docs/how-to-guides/feast-operator/06-batch-and-jobs.md b/docs/how-to-guides/feast-operator/06-batch-and-jobs.md
index fd513168c54..71e7b6b95dc 100644
--- a/docs/how-to-guides/feast-operator/06-batch-and-jobs.md
+++ b/docs/how-to-guides/feast-operator/06-batch-and-jobs.md
@@ -50,12 +50,53 @@ spec:
     configMapKey: config           # key inside the ConfigMap (default: "config")
 ```
 
+### SparkApplication batch engine (optional)
+
+For Bring Your Own Spark on Kubernetes, use `spark_application` instead of in-process Spark.
+The Feast Operator auto-creates RBAC for this type. See
+[SparkApplication](../reference/compute-engine/spark_application.md) for the full config reference.
+Build an image from the reference
+[Dockerfile](https://github.com/feast-dev/feast/blob/master/sdk/python/feast/infra/compute_engines/spark_application/Dockerfile)
+(or equivalent):
+
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: feast-spark-application-engine
+data:
+  config: |
+    type: spark_application
+    image: my-registry.example.com/feast-spark-driver:latest
+    namespace: feast
+    executor_instances: 2
+    driver_memory: "2g"
+    executor_memory: "2g"
+```
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: sample-spark-application
+spec:
+  feastProject: my_project
+  batchEngine:
+    configMapRef:
+      name: feast-spark-application-engine
+    configMapKey: config
+  # Optional: use the Spark driver image for feast-apply / init containers
+  # services:
+  #   initImage: my-registry.example.com/feast-spark-driver:latest
+```
+
 ### Engine types
 
 | `type` | Notes |
 |--------|-------|
 | `local` | Default; in-process Python, no extra infra |
 | `spark` | Apache Spark; requires a Spark operator or standalone cluster |
+| `spark_application` | Kubeflow Spark Operator `SparkApplication` CRs; requires Spark Operator + custom image; operator auto-creates RBAC |
 | `ray` | Ray cluster; requires a Ray operator |
 | `bytewax` | Bytewax streaming engine |
 | `snowflake.engine` | Snowflake Snowpark compute |
diff --git a/docs/how-to-guides/feast-operator/08-mlflow-integration.md b/docs/how-to-guides/feast-operator/08-mlflow-integration.md
new file mode 100644
index 00000000000..3a0e2530a62
--- /dev/null
+++ b/docs/how-to-guides/feast-operator/08-mlflow-integration.md
@@ -0,0 +1,193 @@
+# Guide 8 — MLflow Integration
+
+The operator auto-discovers MLflow on RHOAI/ODH clusters and enables experiment tracking
+for every FeatureStore deployment. When the MLflow operator is present and healthy, Feast
+pods receive MLflow configuration automatically — no manual YAML editing required.
+
+---
+
+## Auto-discovery
+
+The operator lists all `MLflow` CRs (`mlflow.opendatahub.io/v1`) in the cluster and uses
+the first one with an `Available=True` or `Ready=True` condition. When found, it populates
+`tracking_uri` from `status.address.url` and `ui_url` from `status.url`.
+
+If the MLflow CR does not report conditions (older operator versions), auto-discovery will
+not activate. Set `trackingUri` explicitly in that case.
+
+> **No MLflow?** The FeatureStore stays Ready. Non-MLflow FeatureViews and all other Feast
+> services are completely unaffected.
+
+---
+
+## FeatureStore CR configuration
+
+### Auto-enabled (default when MLflow is present)
+
+No `spec.mlflow` needed. The operator auto-enables when an Available MLflow CR is detected:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-store
+spec:
+  feastProject: my_project
+  services:
+    onlineStore: {}
+    registry: {}
+    ui: {}
+```
+
+### Explicit configuration
+
+Override defaults or enable additional features:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-store
+spec:
+  feastProject: my_project
+  services:
+    onlineStore: {}
+    registry: {}
+    ui: {}
+  mlflow:
+    enabled: true
+    trackingUri: "https://custom-mlflow.example.com:8443"
+    uiUrl: "https://dashboard.example.com/mlflow"
+    trackingAuth: "kubernetes-namespaced"
+    autoLog: true
+    autoLogEntityDf: true
+    entityDfMaxRows: 50000
+    logOperations: true
+    opsExperimentSuffix: "-feast-ops"
+```
+
+### Opt-out
+
+Disable MLflow even when the MLflow operator is present:
+
+```yaml
+spec:
+  mlflow:
+    enabled: false
+```
+
+---
+
+## Field reference
+
+| Field | Type | Default | Description |
+|-------|------|---------|-------------|
+| `enabled` | bool | auto-detected | Master switch for MLflow integration |
+| `trackingUri` | string | auto-discovered | MLflow tracking server URI (in-cluster, from `status.address.url`) |
+| `uiUrl` | string | auto-discovered | Browser-reachable MLflow URL for Feast UI lineage links (from `status.url`) |
+| `trackingAuth` | *string | `"kubernetes-namespaced"` | Auth method for Feast pods calling MLflow |
+| `autoLog` | *bool | `true` | Auto-log feature metadata on every retrieval |
+| `autoLogEntityDf` | *bool | `false` | Save entity DataFrame as artifact |
+| `entityDfMaxRows` | *int32 | `100000` | Skip artifact for large DataFrames |
+| `logOperations` | *bool | `false` | Log `feast apply` / `materialize` to ops experiment |
+| `opsExperimentSuffix` | *string | `"-feast-ops"` | Ops experiment name suffix |
+| `extraConfig` | map[string]string | — | Additional YAML fields (coerced to native types) |
+
+---
+
+## Authentication
+
+The operator injects `MLFLOW_TRACKING_AUTH` into all Feast pod containers. The MLflow
+Python client's auth plugin system uses this env var to attach credentials to tracking
+server requests.
+
+| `trackingAuth` value | Behavior |
+|---------------------|----------|
+| `"kubernetes-namespaced"` (default) | SA token + `X-MLFLOW-WORKSPACE: <namespace>` header. Multi-tenant on RHOAI. |
+| `"kubernetes"` | SA token only. Single-tenant setups. |
+| `"basic"` | HTTP Basic auth via `MLFLOW_TRACKING_USERNAME` / `MLFLOW_TRACKING_PASSWORD` env vars. |
+| `"bearer"` | Static bearer token from `MLFLOW_TRACKING_TOKEN` env var. |
+| `""` (empty string) | No auth header. Local dev or unprotected MLflow. |
+
+No Kubernetes RoleBinding is needed for MLflow tracking API access. The MLflow server
+validates the SA token directly via TokenReview.
+
+---
+
+## Tracking URI resolution order
+
+1. Explicit `trackingUri` in the FeatureStore CR
+2. Auto-discovered from MLflow CR `status.address.url` (first Available/Ready CR)
+3. `MLFLOW_TRACKING_URI` environment variable (on workbench pods, injected by the MLflow operator)
+4. MLflow default (`./mlruns`)
+
+---
+
+## UI URL resolution order
+
+Used for browser hyperlinks in Feast UI lineage panels:
+
+1. Explicit `uiUrl` in the FeatureStore CR
+2. `MLFLOW_UI_URL` environment variable
+3. Auto-discovered from MLflow CR `status.url` (external gateway route)
+4. Falls back to `trackingUri` (works for local dev)
+
+---
+
+## Graceful degradation
+
+| Scenario | Behavior |
+|----------|----------|
+| MLflow operator not installed | No `mlflow` block in YAML; FeatureStore stays Ready |
+| MLflow CR exists but not Ready | Discovery returns empty; MLflow stays off |
+| Tracking URI becomes unreachable | SDK logs a warning; feature retrieval is not blocked |
+| `spec.mlflow.enabled: false` | MLflow integration explicitly disabled |
+
+---
+
+## Workbench usage
+
+In a RHOAI workbench notebook connected to the FeatureStore:
+
+```python
+from feast import FeatureStore
+
+store = FeatureStore(...)  # from mounted client config
+
+with store.mlflow.start_run(run_name="training"):
+    df = store.get_historical_features(
+        entity_df=entity_df,
+        features=["driver_stats:conv_rate", "driver_stats:acc_rate"],
+    ).to_df()
+    model = train(df)
+    store.mlflow.log_model(model, "model")
+```
+
+> **Dependency**: the Feast image must include `feast[mlflow]` (`mlflow` or `mlflow-skinny`).
+
+---
+
+## RBAC permissions
+
+The operator needs `get`, `list`, `watch` on `mlflows` in the `mlflow.opendatahub.io` API
+group. This is included in the default operator ClusterRole.
+
+```yaml
+- apiGroups:
+    - mlflow.opendatahub.io
+  resources:
+    - mlflows
+  verbs:
+    - get
+    - list
+    - watch
+```
+
+---
+
+## See also
+
+- [API field reference — `MlflowConfig`](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/docs/api/markdown/ref.md)
+- [MLflow DataSource reference](../../reference/mlflow.md)
+- [Guide 5 — Security](05-security.md) (RBAC / OIDC auth)
+- [Guide 7 — OpenLineage & Materialization](07-openlineage-and-materialization.md)
diff --git a/docs/how-to-guides/feast-operator/README.md b/docs/how-to-guides/feast-operator/README.md
index 26e515f309f..095fb031a18 100644
--- a/docs/how-to-guides/feast-operator/README.md
+++ b/docs/how-to-guides/feast-operator/README.md
@@ -23,13 +23,14 @@ look for store-specific YAML options in the Feast SDK docs.
 
 | # | Guide | Topic |
 |---|-------|-------|
-| 1 | [Project Provisioning](01-project-provisioning.md) | `feastProjectDir`: cloning a git repo vs `feast init` templates |
+| 1 | [Project Provisioning](01-project-provisioning.md) | `feastProjectDir`: git clone, `feast init`, or a repository packaged in an image |
 | 2 | [Persistence](02-persistence.md) | File (path + PVC) vs DB store for offline/online/registry; Secret format |
 | 3 | [Serving & Observability](03-serving-and-observability.md) | Feature server workers, log level, Prometheus metrics, offline push batching, MCP |
 | 4 | [Registry Topology](04-registry-topology.md) | Local vs remote registry, cross-namespace `feastRef`, remote TLS |
 | 5 | [Security](05-security.md) | Kubernetes RBAC roles vs OIDC auth; TLS for all servers |
 | 6 | [Batch Jobs](06-batch-and-jobs.md) | `batchEngine` ConfigMap contract, `cronJob` for scheduled materialization |
 | 7 | [OpenLineage & Materialization](07-openlineage-and-materialization.md) | Lineage transports, API key Secret, materialization batch size |
+| 8 | [MLflow Integration](08-mlflow-integration.md) | Auto-discovery, experiment tracking, auth, Feast UI lineage |
 
 ---
 
@@ -39,9 +40,12 @@ look for store-specific YAML options in the Feast SDK docs.
 - **"How do I wire Postgres/Redis/DuckDB as my store?"** → [Guide 2](02-persistence.md)
 - **"How do I enable Prometheus scraping for the feature server?"** → [Guide 3](03-serving-and-observability.md)
 - **"How do I make all services share a remote registry?"** → [Guide 4](04-registry-topology.md)
+- **"How do I get the client `feature_store.yaml` for connecting to my Feast services?"** → [Guide 4 — Client ConfigMap](04-registry-topology.md#client-side-configuration-auto-generated-configmap)
+- **"How do I use a contrib offline store like Trino or Iceberg?"** → [Guide 2 — Custom Image](02-persistence.md#building-a-custom-feature-server-image)
 - **"How do I enable Kubernetes RBAC or OIDC auth?"** → [Guide 5](05-security.md)
 - **"How do I schedule nightly materialization?"** → [Guide 6](06-batch-and-jobs.md)
 - **"How do I send lineage events to Marquez?"** → [Guide 7](07-openlineage-and-materialization.md)
+- **"How do I connect Feast to MLflow for experiment tracking?"** → [Guide 8](08-mlflow-integration.md)
 - **"What are all valid fields on `ServingConfig`?"** → [API ref](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/docs/api/markdown/ref.md#servingconfig)
 
 ---
diff --git a/docs/how-to-guides/online-server-performance-tuning.md b/docs/how-to-guides/online-server-performance-tuning.md
index f10d7bff8c8..50e746a6f03 100644
--- a/docs/how-to-guides/online-server-performance-tuning.md
+++ b/docs/how-to-guides/online-server-performance-tuning.md
@@ -324,6 +324,7 @@ online_store:
   batch_size: 100
   max_read_workers: 10
   consistent_reads: false
+  warmup_connections: true
   max_pool_connections: 100
   keepalive_timeout: 30.0
   connect_timeout: 3
@@ -337,6 +338,7 @@ Key knobs:
 - **`batch_size`**: DynamoDB's `BatchGetItem` accepts up to 100 items per request. For 500 entities, this means 5 batches. Keep at 100 unless hitting the 16 MB response limit.
 - **`max_read_workers`**: Controls parallelism for batch reads. With 10 workers, those 5 batches run concurrently (~10 ms) instead of sequentially (~50 ms).
 - **`consistent_reads: false`**: Eventually consistent reads are faster and cheaper. Use `true` only if you need read-after-write consistency.
+- **`warmup_connections: true`**: Pre-warms the DynamoDB connection pool on server startup by making a lightweight call (`describe_limits`). This avoids a cold-start latency penalty (~20ms) on the very first feature request.
 - **`max_pool_connections`**: Increase for high-throughput deployments to improve HTTP connection reuse to the DynamoDB endpoint.
 - **`keepalive_timeout`**: Longer keep-alive reduces TLS handshake overhead on reused connections.
 - **`connect_timeout` / `read_timeout`**: Lower values fail fast, improving p99. Set aggressively if your retry strategy covers transient failures.
diff --git a/docs/how-to-guides/production-deployment-topologies.md b/docs/how-to-guides/production-deployment-topologies.md
index ee8bb49be54..52dc2f3873b 100644
--- a/docs/how-to-guides/production-deployment-topologies.md
+++ b/docs/how-to-guides/production-deployment-topologies.md
@@ -1066,12 +1066,15 @@ Production environments in regulated industries (finance, government, defense) o
 
 ### Default init container behavior
 
-When `feastProjectDir` is set on the FeatureStore CR, the operator creates up to two init containers:
+When `feastProjectDir` is set on the FeatureStore CR, the operator creates up to two init containers unless `services.disableInitContainers` is `true`:
 
-1. **`feast-init`** — bootstraps the feature repository by running either `git clone` (if `feastProjectDir.git` is set) or `feast init` (if `feastProjectDir.init` is set), then writes the generated `feature_store.yaml` into the repo directory.
+1. **`feast-init`** — bootstraps the feature repository by running `git clone`, `feast init`, or copying a repository from `feastProjectDir.packaged.featureRepoPath`. It then writes the operator-generated `feature_store.yaml` into the initialized repository.
 2. **`feast-apply`** — runs `feast apply` to register feature definitions in the registry. Controlled by `runFeastApplyOnInit` (defaults to `true`). Skipped when `disableInitContainers` is `true`.
 
-In air-gapped environments, `git clone` will fail because the cluster cannot reach external Git repositories. The solution is to **pre-bake** the feature repository into a custom container image and disable the init containers entirely.
+In air-gapped environments, use `feastProjectDir.packaged` to identify a feature repository baked into an image. The operator supports two lifecycle modes:
+
+* Keep init containers enabled to refresh shared storage from the image, generate configuration from the FeatureStore CR, and optionally run `feast apply`.
+* Set `services.disableInitContainers: true` to run directly from the baked path and treat its `feature_store.yaml` as authoritative.
 
 ### Air-gapped deployment workflow
 
@@ -1086,12 +1089,12 @@ graph TD
     end
 
     subgraph InternalRegistry["Internal Container Registry"]
-        Mirror["registry.internal.example.com<br/>/feast/feature-server:v0.61"]
+        Mirror["registry.internal.example.com<br/>/feast/feature-server:release"]
     end
 
     subgraph AirGappedCluster["Air-Gapped Kubernetes Cluster"]
         SA["ServiceAccount<br/>(imagePullSecrets)"]
-        CR["FeatureStore CR<br/>disableInitContainers: true<br/>image: registry.internal..."]
+        CR["FeatureStore CR<br/>feastProjectDir.packaged<br/>disableInitContainers: true"]
         Deploy["Feast Deployment<br/>(no init containers)"]
         SA --> Deploy
         CR --> Deploy
@@ -1105,8 +1108,8 @@ graph TD
 
 1. **Build a custom container image** that bundles the feature repository and all Python dependencies into the Feast base image.
 2. **Push** the image to your internal container registry.
-3. **Set `services.disableInitContainers: true`** on the FeatureStore CR to skip `git clone` / `feast init` and `feast apply`.
-4. **Override the image** on each service using the per-service `image` field.
+3. **Configure `feastProjectDir.packaged`** with the image and the canonical absolute path to the bundled repository. Do not use `.`, `..`, repeated separators, or a trailing separator, and keep the path outside operator-mounted locations such as `/feast-data` so it cannot overlap the staged repository.
+4. **Choose the lifecycle:** leave init containers enabled for operator-managed configuration and `feast apply`, or set `services.disableInitContainers: true` to use the baked repository and configuration directly.
 5. **Set `imagePullPolicy: IfNotPresent`** (or `Never` if images are pre-loaded on nodes).
 6. **Configure `imagePullSecrets`** on the namespace's ServiceAccount — the FeatureStore CRD does not expose an `imagePullSecrets` field, so use the standard Kubernetes approach of attaching secrets to the ServiceAccount that the pods run under.
 
@@ -1119,6 +1122,10 @@ metadata:
   name: airgap-production
 spec:
   feastProject: my_project
+  feastProjectDir:
+    packaged:
+      image: registry.internal.example.com/feast/feature-server:release
+      featureRepoPath: /opt/feast/feature_repo
   services:
     disableInitContainers: true
     onlineStore:
@@ -1128,7 +1135,6 @@ spec:
           secretRef:
             name: feast-online-store
       server:
-        image: registry.internal.example.com/feast/feature-server:v0.61
         imagePullPolicy: IfNotPresent
         resources:
           requests:
@@ -1145,10 +1151,14 @@ spec:
             secretRef:
               name: feast-registry-store
         server:
-          image: registry.internal.example.com/feast/feature-server:v0.61
           imagePullPolicy: IfNotPresent
 ```
 
+The packaged image is the default for every Feast service and for the `feast-init` and
+`feast-apply` init containers. A per-service `image` still takes precedence for that
+service, and `services.initImage` takes precedence for both init containers. Remove
+`disableInitContainers: true` to use operator-managed staging and startup apply instead.
+
 {% hint style="info" %}
 **Pre-populating the registry:** With init containers disabled, `feast apply` does not run on pod startup. You can populate the registry by:
 
diff --git a/docs/project/contributing.md b/docs/project/contributing.md
index d79291b9aa8..25ccd80703f 100644
--- a/docs/project/contributing.md
+++ b/docs/project/contributing.md
@@ -5,6 +5,8 @@ After familiarizing yourself with the documentation, the simplest way to get sta
 1. Setup your developer environment by following [development guide](development-guide.md). 
 2. Either create a [GitHub issue](https://github.com/feast-dev/feast/issues) or make a draft PR (following [development guide](development-guide.md)) to get the ball rolling!
 
+> **Reporting a security vulnerability?** Do not open an issue or PR. Report it privately through [GitHub's advisory form](https://github.com/feast-dev/feast/security/advisories/new); see the [security policy](https://github.com/feast-dev/feast/blob/master/SECURITY.md).
+
 ## Decision making process
 *See [governance](../../community/governance.md) for more details here*
 
diff --git a/docs/reference/alpha-vector-database.md b/docs/reference/alpha-vector-database.md
index 28d0bf0098e..61da02ce6f4 100644
--- a/docs/reference/alpha-vector-database.md
+++ b/docs/reference/alpha-vector-database.md
@@ -33,6 +33,240 @@ backwards compatibility and the adopt industry standard naming conventions.
 
 **Note**: Milvus, SQLite, and ScyllaDB implement the v2 `retrieve_online_documents_v2` method in the SDK. This will be the longer-term solution so that Data Scientists can easily enable vector similarity search by just flipping a flag.
 
+## Feature server search endpoints
+
+| Endpoint | Use when |
+|----------|----------|
+| `POST /search` | You have an embedding vector (or use `api_version: 2` with `query_string`) and want Feast's native online-features response format. |
+| `GET /v1/vector_stores` | You want to discover available vector stores and their `vs_{hash}` IDs (OpenAI-compatible). |
+| `GET /v1/vector_stores/{id}` | You want metadata for a specific vector store (OpenAI-compatible). |
+| `POST /v1/vector_stores/{id}/search` | You want plain-text queries with server-side embedding and an OpenAI-compatible response. |
+
+`POST /retrieve-online-documents` is deprecated; use `POST /search` instead.
+
+## [Alpha] OpenAI-Compatible Vector Store API
+
+{% hint style="warning" %}
+**Alpha feature.** This API surface is functional and tested, but may change in future releases. Feedback and contributions are welcome.
+{% endhint %}
+
+Feast exposes a set of [OpenAI-compatible vector store endpoints](https://platform.openai.com/docs/api-reference/vector-stores) that let clients discover, inspect, and search vector stores using plain text queries with server-side embedding. This enables integration with AI agents, LLM tool-calling frameworks, and any OpenAI-compatible client without requiring the caller to produce raw embedding vectors.
+
+### Vector store IDs
+
+Each feature view with at least one `vector_index=True` field is automatically assigned a deterministic identifier of the form `vs_{hash}`, where `{hash}` is the first 24 characters of `SHA-256(project + ":" + feature_view_name)`. These IDs are stable across server restarts and registry refreshes.
+
+For example, a feature view named `product_catalog` in project `my_project` always maps to the same `vs_...` identifier. The listing endpoints return these IDs so clients can discover stores at runtime.
+
+### Endpoints
+
+| Method | Path | Permission | Description |
+|--------|------|------------|-------------|
+| `GET` | `/v1/vector_stores` | `DESCRIBE` | List all vector stores the caller has access to |
+| `GET` | `/v1/vector_stores/{vector_store_id}` | `DESCRIBE` | Get metadata for a single vector store |
+| `POST` | `/v1/vector_stores/{vector_store_id}/search` | `READ_ONLINE` | Search a vector store with a plain text query |
+
+All endpoints enforce RBAC when authentication is configured. The listing endpoint filters out stores the caller cannot `DESCRIBE`.
+
+### Requirements
+
+1. **Embedding model** — an `embedding_model` section in `feature_store.yaml`. Feast uses [Sentence Transformers](https://www.sbert.net/) by default for local embedding — no external API key required (`pip install sentence-transformers`):
+
+   ```yaml
+   embedding_model:
+     provider: sentence_transformers   # default; can be omitted
+     model: all-MiniLM-L6-v2
+   ```
+
+2. **Vector-indexed feature view** — at least one feature view with `vector_index=True` on a vector field, materialized to an online store that supports vector search.
+
+3. **Numeric filtering (optional)** — for metadata filters that use numeric or boolean comparisons, set `enable_openai_compatible_store: true` on your online store config and run `feast apply` to add the required `value_num` column.
+
+### Custom embedding providers
+
+The built-in Sentence Transformers provider works for most use cases. To use a different embedding backend (OpenAI, Cohere, a custom model, etc.), implement the `EmbeddingProvider` protocol and pass an instance to `FeatureStore`:
+
+```python
+from feast.embedder import EmbeddingProvider
+
+class MyEmbeddingProvider:
+    def embed(self, texts: list[str]) -> list[list[float]]:
+        # Call your embedding API here
+        return my_model.encode(texts)
+
+    async def aembed(self, texts: list[str]) -> list[list[float]]:
+        return await my_model.aencode(texts)
+
+store = FeatureStore(
+    repo_path=".",
+    embedding_provider=MyEmbeddingProvider(),
+)
+```
+
+### Numeric storage (`enable_openai_compatible_store`)
+
+By default, feature values are stored as text in the online store. This means string-ordered comparisons apply (e.g., `'9' > '100'` is `true`). When `enable_openai_compatible_store: true` is set on the online store config, Feast adds a `value_num` column that stores `int`, `float`, `double`, and `bool` values natively so that numeric filters produce correct results.
+
+```yaml
+online_store:
+  type: postgres  # or sqlite
+  # ... connection settings ...
+  enable_openai_compatible_store: true
+```
+
+After changing this setting, run `feast apply` to update the database schema.
+
+### List vector stores
+
+```bash
+curl http://localhost:6566/v1/vector_stores
+```
+
+```json
+{
+  "object": "list",
+  "data": [
+    {
+      "id": "vs_a1b2c3d4e5f6a1b2c3d4e5f6",
+      "object": "vector_store",
+      "name": "product_catalog",
+      "status": "completed",
+      "created_at": 1717200000
+    }
+  ]
+}
+```
+
+### Get a single vector store
+
+```bash
+curl http://localhost:6566/v1/vector_stores/vs_a1b2c3d4e5f6a1b2c3d4e5f6
+```
+
+Returns the same object shape as a single entry in the list response. Returns `404` if the ID does not match any vector-indexed feature view.
+
+### Search
+
+Start the feature server with `feast serve`, then send a search request:
+
+```bash
+curl -X POST http://localhost:6566/v1/vector_stores/vs_a1b2c3d4e5f6a1b2c3d4e5f6/search \
+  -H "Content-Type: application/json" \
+  -d '{
+    "query": "wireless noise-cancelling headphones",
+    "max_num_results": 5
+  }'
+```
+
+#### Request fields
+
+| Field | Type | Default | Description |
+|-------|------|---------|-------------|
+| `query` | `string` or `list[string]` | (required) | Plain text search query. Lists are joined with spaces before embedding. |
+| `max_num_results` | `int` | `10` | Maximum number of results to return. |
+| `filters` | `object` | `null` | OpenAI-style filters (see below). |
+| `ranking_options` | `object` | `null` | Accepted for forward compatibility, but currently ignored. Setting `score_threshold` or `ranker` inside it will return a 422 error. |
+| `rewrite_query` | `bool` | `null` | `false` (the default/no-op) is accepted. `true` is not yet supported and will return a 422 error. |
+| `metadata` | `object` | `null` | Optional. `metadata.features_to_retrieve` selects specific features. |
+
+### Filters
+
+The endpoint supports OpenAI-style filters for narrowing results beyond vector similarity.
+
+**Comparison operators:** `eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`
+
+```json
+{"type": "eq", "key": "category", "value": "Electronics"}
+```
+
+**Compound operators:** `and`, `or` (nest to arbitrary depth)
+
+```json
+{
+  "type": "and",
+  "filters": [
+    {"type": "eq", "key": "category", "value": "Electronics"},
+    {"type": "gte", "key": "rating", "value": 4.5}
+  ]
+}
+```
+
+For Postgres and SQLite backends, all filtering (including string equality) requires `enable_openai_compatible_store: true` in the online store config. After enabling, run `feast apply` to update the database schema.
+
+ScyllaDB supports vector retrieval via `retrieve_online_documents_v2`, but OpenAI-style metadata filtering is not implemented yet. Passing `filters` raises `NotImplementedError`.
+
+### Response format
+
+Responses follow the OpenAI `vector_store.search_results.page` schema:
+
+```json
+{
+  "object": "vector_store.search_results.page",
+  "search_query": ["wireless noise-cancelling headphones"],
+  "data": [
+    {
+      "file_id": "vs_a1b2c3d4e5f6a1b2c3d4e5f6_42",
+      "filename": "vs_a1b2c3d4e5f6a1b2c3d4e5f6",
+      "score": 0.92,
+      "attributes": {"name": "...", "category": "..."},
+      "content": [
+        {"type": "text", "text": "..."}
+      ]
+    }
+  ],
+  "has_more": false,
+  "next_page": null
+}
+```
+
+The `file_id` and `filename` fields use the `vs_{hash}` identifier, not raw feature view names.
+
+The `score` field is a higher-is-better relevance score derived from the raw vector distance using a metric-dependent conversion:
+
+| Distance metric | Conversion | Range |
+|----------------|------------|-------|
+| L2 (default) | `1 / (1 + distance)` | (0, 1] |
+| Cosine | `1 - distance` | [0, 1] |
+| Inner product / dot | `-distance` | varies |
+
+The metric is determined by `vector_search_metric` on the feature view's vector field, not by an API parameter. When `features_to_retrieve` is omitted, all non-vector features are returned by default (vector embedding columns are excluded).
+
+Pagination is not yet implemented; `has_more` is always `false`.
+
+### SDK usage
+
+The OpenAI-compatible search is also available directly via the Python SDK:
+
+```python
+import asyncio
+from feast import FeatureStore
+
+store = FeatureStore(repo_path=".")
+
+result = asyncio.run(store.openai_search(
+    vector_store_id="product_catalog",
+    query="wireless noise-cancelling headphones",
+    max_num_results=5,
+    filters={"type": "eq", "key": "category", "value": "Electronics"},
+))
+
+for item in result["data"]:
+    print(f"{item['score']:.3f}  {item['attributes']}")
+```
+
+### Supported online stores
+
+The OpenAI-compatible filtering has been implemented for the following online stores:
+
+| Online Store | Vector Search | Metadata Filtering | Notes |
+|-------------|--------------|-------------------|-------|
+| Milvus | Yes | Yes | Boolean expressions |
+| Elasticsearch | Yes | Yes | Query DSL clauses |
+| Postgres (pgvector) | Yes | Yes | Requires `enable_openai_compatible_store: true` |
+| SQLite (sqlite-vec) | Yes | Yes | Requires `enable_openai_compatible_store: true` |
+| MongoDB | Yes | Yes | Aggregation pipeline |
+| ScyllaDB | Yes | No | Vector search only; metadata filters are not supported yet |
+
 ## Examples
 
 - See the v0 [Rag Demo](https://github.com/feast-dev/feast-workshop/blob/rag/module_4_rag) for an example on how to use vector database using the `retrieve_online_documents` method (planning migration and deprecation (planning migration and deprecation).
diff --git a/docs/reference/alpha-web-ui.md b/docs/reference/alpha-web-ui.md
index 0556482fcf8..3fe8ce052a8 100644
--- a/docs/reference/alpha-web-ui.md
+++ b/docs/reference/alpha-web-ui.md
@@ -153,3 +153,12 @@ const tabsRegistry = {
 ```
 
 Examples of custom tabs can be found in the `ui/custom-tabs` folder.
+
+## Refreshing the registry
+
+The Feast UI caches registry data (projects, feature views, entities, etc.) using the registry cache. After running `feast apply` to make changes, it may take up to `cache_ttl_seconds` before the updates appear in the UI.
+
+To see changes faster:
+
+- **Lower the TTL**: Set `cache_ttl_seconds: 10` (or similar) in your `feature_store.yaml` registry config. This makes all registry consumers — including the UI — pick up changes within 10 seconds.
+- **Refresh on demand**: The UI has a **Refresh** button that explicitly invalidates the server-side registry cache (`POST /api/v1/registry/refresh`) and reloads the UI without a full page refresh.
diff --git a/docs/reference/auth/kubernetes_auth_setup.md b/docs/reference/auth/kubernetes_auth_setup.md
index 447e1d5a684..7bb0ed6208c 100644
--- a/docs/reference/auth/kubernetes_auth_setup.md
+++ b/docs/reference/auth/kubernetes_auth_setup.md
@@ -10,6 +10,45 @@ Feast supports extracting user groups, namespaces and roles of both Service Acco
 - **Namespaces**: Kubernetes namespaces associated with User/SA
 - **Roles**: Kubernetes roles associated with User/SA
 
+## Operator Default Behavior
+
+When deploying Feast using the Feast operator, **Kubernetes authentication is enabled by default**. You do not need to explicitly configure `authz` in the `FeatureStore` CR — the operator automatically applies `kubernetes` auth to all deployed services.
+
+### What This Means
+
+- All HTTP/gRPC requests to Feast services must include a valid Kubernetes bearer token in the `Authorization` header.
+- The server validates the token via the Kubernetes Token Access Review API and extracts user identity (username, groups, namespaces, roles).
+- If no `Permission` objects are defined, authenticated users get full access (with a warning logged).
+- Unauthenticated requests receive a `401 Unauthorized` response.
+
+### Disabling Authentication
+
+If you need to run Feast without authentication (e.g., for local development or testing), explicitly set `noAuth: true` in the `FeatureStore` CR:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feature-store
+spec:
+  feastProject: my_project
+  authz:
+    noAuth: true
+```
+
+{% hint style="warning" %}
+`noAuth: true` disables all authentication and authorization checks. All endpoints become publicly accessible. Use only in non-production environments.
+{% endhint %}
+
+### Choosing an Auth Mode
+
+| `spec.authz` Setting | Behavior |
+| --- | --- |
+| _(not specified)_ | Kubernetes auth enabled (default) |
+| `kubernetes: {}` | Kubernetes auth enabled (explicit) |
+| `oidc: { ... }` | OIDC auth enabled |
+| `noAuth: true` | All auth disabled |
+
 ## Key Features
 
 ### Setting Up Kubernetes RBAC for Feast
@@ -142,20 +181,29 @@ Run `feast apply` from CLI/API/SDK on server or from client(if permitted) to app
 
 ### Common Issues
 
-1. **Token Access Review Fails**
+1. **401 Unauthorized After Upgrading**
+   - The Feast operator now defaults to Kubernetes authentication. If your existing FeatureStore CR did not specify `authz`, the upgrade enables auth automatically.
+   - **Quick fix for testing**: Add `authz.noAuth: true` to your `FeatureStore` CR to restore the previous unauthenticated behavior.
+   - **Recommended**: Update your client applications to include a valid Kubernetes bearer token in requests.
+
+2. **Token Access Review Fails**
    - Check that the Feast server has the required RBAC permissions
    - Verify the token is valid and not expired
    - Check server logs for detailed error messages in debug mode
 
-2. **Groups/Namespaces Not Extracted**
+3. **Groups/Namespaces Not Extracted**
    - Verify the token contains the expected claims
    - Check that the user is properly configured in Kubernetes/ODH/RHOAI
 
-3. **Permission Denied**
+4. **Permission Denied**
    - Verify the user is added to required groups/namespaces Or has the required role assigned
    - Check that the policy is correctly configured
    - Review the permission evaluation logs
 
+5. **"No permissions defined" Warning in Logs**
+   - This is expected when Kubernetes auth is enabled but no `Permission` objects have been applied.
+   - Authenticated users get full access by default. Define permissions via `permissions.py` + `feast apply` to enforce fine-grained authorization.
+
 ## Migration Guide
 
 ### From Role-Based to Group/Namespace-Based
diff --git a/docs/reference/compute-engine/README.md b/docs/reference/compute-engine/README.md
index 920d5761d28..a570e5688ed 100644
--- a/docs/reference/compute-engine/README.md
+++ b/docs/reference/compute-engine/README.md
@@ -57,6 +57,14 @@ An example of built output from FeatureBuilder:
 - Supports point-in-time joins and large-scale materialization
 - Integrates with `SparkOfflineStore` and `SparkMaterializationJob`
 
+### ☸️ SparkApplicationComputeEngine
+
+{% page-ref page="spark_application.md" %}
+
+- Batch materialization via Kubeflow Spark Operator `SparkApplication` CRs
+- One SparkApplication per materialize call (multi–feature-view batching)
+- Requires network-accessible online/offline/registry stores (no file-based backends)
+
 ### 🌊 FlinkComputeEngine
 
 {% page-ref page="flink.md" %}
diff --git a/docs/reference/compute-engine/spark_application.md b/docs/reference/compute-engine/spark_application.md
new file mode 100644
index 00000000000..0c071d1ed4f
--- /dev/null
+++ b/docs/reference/compute-engine/spark_application.md
@@ -0,0 +1,182 @@
+# SparkApplication Compute Engine
+
+## Description
+
+The **SparkApplication** compute engine runs Feast **batch materialization** on Kubernetes by creating a [Kubeflow Spark Operator](https://github.com/kubeflow/spark-operator) `SparkApplication` custom resource for each materialization job.
+
+Unlike the in-process [`spark.engine`](spark.md) compute engine (which uses a Spark session inside the Feast process), `spark_application` submits work to the Spark Operator. The operator starts a driver pod and executors from your configured image; Feast polls the SparkApplication until it completes.
+
+| Capability | Supported |
+|------------|-----------|
+| `materialize` / `materialize-incremental` | Yes |
+| Multiple feature views in one job | Yes — one SparkApplication per materialize call |
+| `get_historical_features` | Not yet |
+| SparkConnect | Separate approach — not this engine |
+
+### Design
+
+1. Feast creates a ConfigMap with job tasks and a driver copy of `feature_store.yaml`.
+2. Feast creates a `SparkApplication` CR pointing at the driver entrypoint (`main.py` in the image).
+3. Inside the pod, the batch engine type is rewritten to `spark.engine` so materialization uses the Spark session created by `spark-submit` (avoids recursive SparkApplication creation).
+4. The driver writes features to your configured **online store** and updates the **registry** (same network backends as the server).
+
+### Requirements
+
+- Kubeflow Spark Operator installed and watching the target namespace.
+- A container **image** that includes the Feast SDK, PySpark, and clients for your stores. See the reference [Dockerfile](https://github.com/feast-dev/feast/blob/master/sdk/python/feast/infra/compute_engines/spark_application/Dockerfile).
+- **Network-accessible** online store, offline store, and registry. File-based backends are rejected because Spark pods have an ephemeral filesystem:
+
+| Rejected | Examples | Use instead |
+|----------|----------|-------------|
+| File online | `sqlite`, `faiss` | Redis, remote online, etc. |
+| File offline | `dask`, `file`, `duckdb` | `spark`, Postgres, Snowflake, BigQuery, etc. |
+| File registry | `file` | SQL registry, Snowflake |
+
+For distributed reads, configure `offline_store.type: spark` (or another store Spark can read efficiently).
+
+### Kubernetes / Feast Operator notes
+
+When using the Feast Operator:
+
+- Point `spec.batchEngine.configMapRef` at a ConfigMap whose `type` is `spark_application` (see [Guide 6 — Batch Engine & Scheduled Jobs](../../how-to-guides/feast-operator/06-batch-and-jobs.md)).
+- The operator auto-creates RBAC for the `spark_application` batch engine (server and driver service accounts).
+- Set `spec.services.initImage` if init / `feast-apply` containers need the Spark-capable image.
+
+---
+
+## Example
+
+{% code title="feature_store.yaml" %}
+```yaml
+project: my_project
+registry:
+  registry_type: sql
+  path: postgresql+psycopg://feast:****@postgres:5432/feast
+online_store:
+  type: redis
+  connection_string: redis:6379
+offline_store:
+  type: spark
+  spark_conf:
+    spark.master: local[*]
+batch_engine:
+  type: spark_application
+  image: my-registry.example.com/feast-spark-driver:latest
+  namespace: feast
+  spark_version: "4.0.1"
+  driver_cores: 1
+  driver_memory: "2g"
+  executor_instances: 2
+  executor_cores: 1
+  executor_memory: "2g"
+  spark_conf:
+    spark.sql.shuffle.partitions: "100"
+```
+{% endcode %}
+
+### Feast Operator ConfigMap
+
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: feast-spark-batch-engine
+  namespace: feast
+data:
+  config: |
+    type: spark_application
+    image: my-registry.example.com/feast-spark-driver:latest
+    namespace: feast
+    executor_instances: 2
+    driver_memory: "2g"
+    executor_memory: "2g"
+---
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: feast
+  namespace: feast
+spec:
+  feastProject: my_project
+  batchEngine:
+    configMapRef:
+      name: feast-spark-batch-engine
+    configMapKey: config
+```
+
+---
+
+## Remote materialization
+
+If the client uses a **remote** online store (`online_store.type: remote`), `FeatureStore.materialize()` delegates to the feature server HTTP API. The server runs the SparkApplication engine.
+
+- Default (`run_async=False`): block until the server finishes sync materialization.
+- `run_async=True`: accept asynchronously (`?async=true`); poll feature-view state in the registry for completion.
+- `force=True` (with `run_async=True`): override stuck `MATERIALIZING` state on the server.
+
+```python
+from datetime import datetime, timedelta
+from feast import FeatureStore
+
+store = FeatureStore(repo_path=".")  # client feature_store.yaml with online_store.type: remote
+
+store.materialize(
+    start_date=datetime.utcnow() - timedelta(days=1),
+    end_date=datetime.utcnow(),
+)
+```
+
+---
+
+## Configuration reference
+
+| Field | Type | Default | Description |
+|-------|------|---------|-------------|
+| `type` | string | `spark_application` | Engine type key |
+| `image` | string | **required** | Container image for the Spark driver/executors |
+| `image_pull_secrets` | list[str] | `[]` | Image pull secret names |
+| `namespace` | string | `default` | Namespace for SparkApplication and ConfigMap |
+| `service_account` | string | `""` | Driver service account; empty uses platform/operator default |
+| `spark_version` | string | `4.0.1` | Spark version for the CR |
+| `driver_cores` | int | `1` | Driver cores |
+| `driver_memory` | string | `1g` | Driver memory |
+| `executor_instances` | int | `1` | Number of executors |
+| `executor_cores` | int | `1` | Cores per executor |
+| `executor_memory` | string | `1g` | Memory per executor |
+| `spark_conf` | dict | `null` | Extra Spark configuration |
+| `hadoop_conf` | dict | `null` | Extra Hadoop configuration |
+| `env` | list[dict] | `[]` | Driver env vars (`name` + `value` or `valueFrom`) |
+| `env_from` | list[dict] | `[]` | EnvFrom sources |
+| `queue_name` | string | `null` | Optional queue / Kueue label |
+| `job_timeout_seconds` | int | `3600` | Max wait for SparkApplication completion |
+| `poll_interval_seconds` | int | `10` | Status poll interval |
+| `ttl_seconds_after_finished` | int | `3600` | CR TTL after finish |
+| `restart_policy` | string | `Never` | SparkApplication restart policy |
+| `max_retries` | int | `3` | Retries when restart policy allows |
+| `concurrency` | int | `1` | Parallel feature views inside one driver |
+| `labels` | dict | `{}` | Extra labels on the CR |
+| `volumes` / `volume_mounts` | list | `[]` | Extra volumes for the driver |
+| `py_files` | list[str] | `[]` | Additional Python files for Spark |
+| `node_selector` | dict | `null` | Pod node selector |
+| `tolerations` | list | `[]` | Pod tolerations |
+| `staging_location` | string | `null` | Reserved for historical retrieval (ignored for materialize) |
+
+---
+
+## Troubleshooting
+
+| Symptom | What to check |
+|---------|----------------|
+| SparkApplication Pending / insufficient CPU | Lower resource requests via `spark_conf` (for example `spark.kubernetes.driver.request.cores`) or free cluster capacity |
+| ImagePullBackOff | Image name, tag, and `image_pull_secrets` |
+| 403 on ConfigMap or SparkApplication | RBAC for the Feast server and Spark driver service accounts |
+| Init `ValueError` about file-based stores | Switch online/offline/registry to network backends |
+| Init / feast-apply failures missing Spark deps | Use a Spark-capable image (`initImage` with the Feast Operator) |
+
+---
+
+## Related
+
+- [Spark compute engine (in-process)](spark.md)
+- [Feast Operator — batch engine ConfigMap](../../how-to-guides/feast-operator/06-batch-and-jobs.md)
+- [Creating a custom compute engine](../../how-to-guides/customizing-feast/creating-a-custom-compute-engine.md)
diff --git a/docs/reference/data-sources/overview.md b/docs/reference/data-sources/overview.md
index 5cc5285f77e..f36bd9cb0a2 100644
--- a/docs/reference/data-sources/overview.md
+++ b/docs/reference/data-sources/overview.md
@@ -10,6 +10,79 @@ However, not every batch data source supports all of these types.
 
 For more details on the Feast type system, see [here](../type-system.md).
 
+## Per-DataSource Credentials (ConnectionRef)
+
+By default, every data source inherits connection credentials from the global `feature_store.yaml` offline store configuration. The `ConnectionRef` feature allows each data source to declare its own external credential reference, enabling:
+
+- **Multi-tenant deployments** where different feature views access different accounts or databases.
+- **Credential isolation** where secrets are resolved at runtime from external providers (Kubernetes Secrets, HashiCorp Vault, environment variables) rather than stored in configuration files.
+- **Hybrid offline store** routing where a single Feast deployment connects to multiple backends, each with independent credentials.
+
+### ConnectionRef structure
+
+A `ConnectionRef` is attached to any data source via the `connection_ref` parameter:
+
+```python
+from feast.credentials import ConnectionRef
+from feast.infra.offline_stores.snowflake_source import SnowflakeSource
+
+source = SnowflakeSource(
+    table="USER_FEATURES",
+    connection_ref=ConnectionRef(
+        provider="kubernetes",
+        name="snowflake-creds",
+        namespace="ml-team",
+        connection_type="snowflake.offline",
+        auth_type="secret",
+        params={"account": "xy12345", "warehouse": "COMPUTE_WH"},
+    ),
+)
+```
+
+| Field | Description | Required |
+|-------|-------------|----------|
+| `provider` | Credential backend — `"kubernetes"`, `"vault"`, `"env"`, `"aws-secrets-manager"`, `"gcp-secret-manager"`, `"azure-key-vault"` | Yes |
+| `name` | Provider-specific identifier — K8s Secret name, Vault path, env-var prefix, etc. | Yes |
+| `namespace` | Scope qualifier — K8s namespace, Vault mount, AWS region, etc. | No |
+| `connection_type` | Offline store type (e.g., `"snowflake.offline"`, `"bigquery"`, `"spark"`) | No |
+| `auth_type` | Authentication mechanism — `"secret"` (default), `"oauth2"`, `"basic"`, `"sigv4"` | No |
+| `params` | Non-sensitive connection parameters (account, database, warehouse, endpoint) | No |
+
+### Credential providers
+
+Feast ships with built-in providers that can be registered at startup:
+
+| Provider | Resolves from | `name` is | `namespace` is |
+|----------|---------------|-----------|----------------|
+| `env` | Environment variables | Variable prefix | — |
+| `kubernetes` | Kubernetes Secrets | Secret name | K8s namespace |
+| `vault` | HashiCorp Vault | Secret path | Vault mount |
+
+Custom providers can be registered via:
+
+```python
+from feast.credentials import register_credential_provider, CredentialProvider, ConnectionRef
+
+class MyProvider(CredentialProvider):
+    def provider_type(self) -> str:
+        return "my-provider"
+
+    def resolve(self, ref: ConnectionRef) -> dict:
+        # Return key-value credential pairs
+        return {"username": "...", "password": "..."}
+
+register_credential_provider(MyProvider())
+```
+
+### How it works
+
+1. When an offline store needs to connect, it checks whether the data source has a `connection_ref`.
+2. If present, credentials are resolved from the external provider at runtime.
+3. Resolved credentials (and any `params` from the `ConnectionRef`) are merged and used to override the global offline store configuration for that specific operation.
+4. If no `connection_ref` is set, the data source uses the global `feature_store.yaml` configuration as before.
+
+For usage with the Hybrid Offline Store, see [Hybrid Offline Store](../offline-stores/hybrid.md).
+
 ## Functionality Matrix
 
 There are currently four core batch data source implementations: `FileSource`, `BigQuerySource`, `SnowflakeSource`, and `RedshiftSource`.
diff --git a/docs/reference/feast-cli-commands.md b/docs/reference/feast-cli-commands.md
index 99a99ab1707..85781f6abc2 100644
--- a/docs/reference/feast-cli-commands.md
+++ b/docs/reference/feast-cli-commands.md
@@ -28,6 +28,7 @@ Commands:
   materialize              Run a (non-incremental) materialization job to...
   materialize-incremental  Run an incremental materialization job to ingest...
   permissions              Access permissions
+  registry                 Manage the feature registry
   registry-dump            Print contents of the metadata registry
   teardown                 Tear down deployed feature store infrastructure
   version                  Display Feast SDK version
@@ -483,6 +484,18 @@ reader             driver_hourly_stats_fresh   FeatureView      DESCRIBE
 ```
 
 
+## Registry
+
+### create-schema
+
+Pre-create the SQL registry schema so the application does not need DDL privileges at runtime. Use this with `schema_mode: verify` or `schema_mode: skip` in your `feature_store.yaml`.
+
+```text
+feast registry create-schema
+```
+
+This command only applies to SQL-based registries (`registry_type: sql`). It is safe to run multiple times — existing tables are not modified.
+
 ## Teardown
 
 Tear down deployed feature store infrastructure
diff --git a/docs/reference/feature-servers/python-feature-server.md b/docs/reference/feature-servers/python-feature-server.md
index 4802599866d..b1b873cc7d2 100644
--- a/docs/reference/feature-servers/python-feature-server.md
+++ b/docs/reference/feature-servers/python-feature-server.md
@@ -527,6 +527,42 @@ Prometheus adds an `instance` label per pod, so there is no
 duplication.  Use `sum(rate(...))` or `histogram_quantile(...)` across
 instances as usual.
 
+## Vector Search (`POST /search`)
+
+The feature server exposes `POST /search` for vector similarity search against online document embeddings. Pass a pre-computed embedding in `query`, or use `api_version: 2` with `query_string` for text-based search when the online store supports it.
+
+`POST /retrieve-online-documents` is a deprecated alias with the same request body and response; new integrations should use `/search`.
+
+## [Alpha] OpenAI-Compatible Vector Store API
+
+{% hint style="warning" %}
+**Alpha feature.** This API surface is functional and tested, but may change in future releases.
+{% endhint %}
+
+The feature server exposes OpenAI-compatible vector store endpoints. This allows clients (including LLM agents and tool-calling frameworks) to discover and search vector data with plain text queries, without computing embeddings client-side.
+
+Each feature view with vector-indexed fields gets a deterministic `vs_{hash}` identifier derived from `SHA-256(project + ":" + feature_view_name)`. These IDs are stable across server restarts.
+
+### Endpoints
+
+| Method | Path | RBAC | Description |
+|---|---|---|---|
+| `GET` | `/v1/vector_stores` | `DESCRIBE` | List all vector stores (filtered by caller permissions) |
+| `GET` | `/v1/vector_stores/{vector_store_id}` | `DESCRIBE` | Get metadata for a single vector store |
+| `POST` | `/v1/vector_stores/{vector_store_id}/search` | `READ_ONLINE` | Search a vector store with server-side embedding |
+
+### Configuration
+
+Add an `embedding_model` section to your `feature_store.yaml`:
+
+```yaml
+embedding_model:
+  provider: sentence_transformers   # default; can be omitted
+  model: all-MiniLM-L6-v2
+```
+
+Feast uses **Sentence Transformers** (default) for local embedding inference — no external API key required. Custom embedding providers can be plugged in by implementing the `EmbeddingProvider` protocol. See [\[Alpha\] Vector Database](../alpha-vector-database.md#alpha-openai-compatible-vector-store-api) for full configuration, custom providers, filter details, and SDK usage.
+
 ## Starting the feature server in TLS(SSL) mode
 
 Enabling TLS mode ensures that data between the Feast client and server is transmitted securely. For an ideal production environment, it is recommended to start the feature server in TLS mode.
@@ -598,7 +634,11 @@ The [PyTorch NLP template](https://github.com/feast-dev/feast/tree/main/sdk/pyth
 | Endpoint                   | Resource Type                   | Permission                                            | Description                                                    |
 |----------------------------|---------------------------------|-------------------------------------------------------|----------------------------------------------------------------|
 | /get-online-features       | FeatureView,OnDemandFeatureView | Read Online                                           | Get online features from the feature store                     |
-| /retrieve-online-documents | FeatureView                     | Read Online                                           | Retrieve online documents from the feature store for RAG       |
+| /search | FeatureView                     | Read Online                                           | Vector similarity search for RAG (embedding vector or text query) |
+| /retrieve-online-documents | FeatureView              | Read Online                                           | **Deprecated.** Use `/search` instead.                           |
+| /v1/vector_stores | FeatureView                  | Describe                                              | [Alpha] List all vector stores                                 |
+| /v1/vector_stores/{id} | FeatureView                  | Describe                                              | [Alpha] Get a single vector store                              |
+| /v1/vector_stores/{id}/search | FeatureView                  | Read Online                                           | [Alpha] OpenAI-compatible vector search with server-side embedding |
 | /push                      | FeatureView                     | Write Online, Write Offline, Write Online and Offline | Push features to the feature store (online, offline, or both)  |
 | /write-to-online-store     | FeatureView                     | Write Online                                          | Write features to the online store                             |
 | /materialize               | FeatureView                     | Write Online                                          | Materialize features within a specified time range             |
diff --git a/docs/reference/feature-store-yaml.md b/docs/reference/feature-store-yaml.md
index 9c8975eb335..1aac166bd8b 100644
--- a/docs/reference/feature-store-yaml.md
+++ b/docs/reference/feature-store-yaml.md
@@ -66,6 +66,7 @@ registry:
 |-------|------|---------|-------------|
 | `registry_type` | string | `file` | Registry backend (`file`, `sql`, etc.) |
 | `path` | string | — | Connection string or file path |
+| `schema_mode` | string | `auto` | SQL registry only. `auto`: create tables on startup; `verify`: check tables exist, error if missing; `skip`: no DDL or verification. See [SQL Registry docs](registries/sql.md#schema-management-schema_mode). |
 | `mcp.enabled` | bool | `false` | Enable MCP (Model Context Protocol) on the REST registry server |
 
 When `registry.mcp.enabled` is `true`, the REST registry server exposes registry
diff --git a/docs/reference/offline-stores/hybrid.md b/docs/reference/offline-stores/hybrid.md
index a10ed66fd2c..80a5d704323 100644
--- a/docs/reference/offline-stores/hybrid.md
+++ b/docs/reference/offline-stores/hybrid.md
@@ -18,7 +18,7 @@ project: my_feature_repo
 registry: data/registry.db
 provider: local
 offline_store:
-  type: hybrid_offline_store.HybridOfflineStore
+  type: hybrid
   offline_stores:
     - type: spark
       conf:
@@ -82,6 +82,84 @@ store.materialize(
 )
 ```
 
+## Using ConnectionRef with Hybrid Offline Store
+
+When using the HybridOfflineStore, each data source can carry its own credentials via `ConnectionRef`. This is particularly useful when different feature views connect to different accounts or clusters — you no longer need to embed all credentials in `feature_store.yaml`.
+
+### Example: Per-DataSource Credentials
+
+{% code title="feature_store.yaml" %}
+```yaml
+project: my_feature_repo
+registry: data/registry.db
+provider: local
+offline_store:
+  type: hybrid_offline_store.HybridOfflineStore
+  offline_stores:
+    - type: snowflake.offline
+    - type: bigquery
+```
+{% endcode %}
+
+```python
+from feast import FeatureView, Entity, ValueType
+from feast.credentials import ConnectionRef
+from feast.infra.offline_stores.snowflake_source import SnowflakeSource
+from feast.infra.offline_stores.bigquery_source import BigQuerySource
+
+entity = Entity(name="user_id", value_type=ValueType.INT64, join_keys=["user_id"])
+
+# Snowflake source with credentials from a Kubernetes Secret
+feature_view1 = FeatureView(
+    name="user_features",
+    entities=["user_id"],
+    ttl=None,
+    source=SnowflakeSource(
+        table="USER_FEATURES",
+        connection_ref=ConnectionRef(
+            provider="kubernetes",
+            name="snowflake-team-a-creds",
+            namespace="ml-team",
+            connection_type="snowflake.offline",
+            params={"account": "xy12345", "warehouse": "COMPUTE_WH"},
+        ),
+    ),
+)
+
+# BigQuery source with credentials from a Kubernetes Secret
+feature_view2 = FeatureView(
+    name="user_activity",
+    entities=["user_id"],
+    ttl=None,
+    source=BigQuerySource(
+        table="my_project.dataset.user_activity",
+        connection_ref=ConnectionRef(
+            provider="kubernetes",
+            name="bigquery-team-b-creds",
+            namespace="ml-team",
+            connection_type="bigquery",
+        ),
+    ),
+)
+```
+
+In this setup:
+- No sensitive credentials are stored in `feature_store.yaml`.
+- Each data source resolves its credentials independently at runtime from the referenced Kubernetes Secret.
+- The HybridOfflineStore routes operations to the correct backend based on the source type.
+
+### How credential resolution works
+
+1. The HybridOfflineStore determines which backend to use based on the data source class (e.g., `SnowflakeSource` → Snowflake offline store).
+2. Before connecting, the offline store checks if the data source has a `connection_ref`.
+3. If present, credentials are fetched from the external provider (e.g., reading a Kubernetes Secret).
+4. Resolved credentials override the global offline store config for that operation.
+5. If no `connection_ref` is set, the global `feature_store.yaml` configuration is used as a fallback.
+
+This pattern is especially valuable in multi-tenant environments where a shared Feast deployment serves multiple teams, each with isolated credentials and backend accounts.
+
+For details on the `ConnectionRef` structure and supported providers, see [Data Sources Overview](../data-sources/overview.md#per-datasource-credentials-connectionref).
+
 ## Functionality Matrix
 | Feature/Functionality                             | Supported                  |
 |---------------------------------------------------|----------------------------|
diff --git a/docs/reference/online-stores/README.md b/docs/reference/online-stores/README.md
index 39294966170..257864b9b30 100644
--- a/docs/reference/online-stores/README.md
+++ b/docs/reference/online-stores/README.md
@@ -22,6 +22,10 @@ Please see [Online Store](../../getting-started/components/online-store.md) for
 [dragonfly.md](dragonfly.md)
 {% endcontent-ref %}
 
+{% content-ref url="valkey.md" %}
+[valkey.md](valkey.md)
+{% endcontent-ref %}
+
 {% content-ref url="datastore.md" %}
 [datastore.md](datastore.md)
 {% endcontent-ref %}
@@ -31,7 +35,7 @@ Please see [Online Store](../../getting-started/components/online-store.md) for
 {% endcontent-ref %}
 
 {% content-ref url="bigtable.md" %}
-[bigtable.md](mysql.md)
+[bigtable.md](bigtable.md)
 {% endcontent-ref %}
 
 {% content-ref url="postgres.md" %}
diff --git a/docs/reference/online-stores/dynamodb.md b/docs/reference/online-stores/dynamodb.md
index a7f6b7392c9..faf2f9a15b8 100644
--- a/docs/reference/online-stores/dynamodb.md
+++ b/docs/reference/online-stores/dynamodb.md
@@ -37,6 +37,7 @@ online_store:
   batch_size: 100
   max_read_workers: 10
   consistent_reads: false
+  warmup_connections: true
 ```
 {% endcode %}
 
@@ -49,6 +50,7 @@ online_store:
 | `batch_size` | int | `100` | Number of items per BatchGetItem/BatchWriteItem request (max 100) |
 | `max_read_workers` | int | `10` | Maximum parallel threads for batch read operations. Higher values improve throughput for large batch reads but increase resource usage |
 | `consistent_reads` | bool | `false` | Whether to use strongly consistent reads (higher latency, guaranteed latest data) |
+| `warmup_connections` | bool | `false` | Whether to pre-warm the async connection pool on startup with a lightweight call (`describe_limits`) |
 | `tags` | dict | `null` | AWS resource tags added to each table |
 | `session_based_auth` | bool | `false` | Use AWS session-based client authentication |
 
@@ -63,6 +65,8 @@ For high-throughput workloads with large entity counts, increase `max_read_worke
 
 **Batch Size**: Increase `batch_size` up to 100 to reduce the number of API calls. However, larger batches may hit DynamoDB's 16MB response limit for tables with large feature values.
 
+**Connection Warmup**: The DynamoDB async client does not establish actual TCP/TLS connections to the AWS endpoint on initialization. The very first feature retrieval request is penalized with a cold-start overhead (~20ms). Setting `warmup_connections: true` establishes the TCP connection pool during server startup.
+
 ## Permissions
 
 Feast requires the following permissions in order to execute commands for DynamoDB online store:
diff --git a/docs/reference/online-stores/scylladb.md b/docs/reference/online-stores/scylladb.md
index 6c2e462877b..98dc03b24cb 100644
--- a/docs/reference/online-stores/scylladb.md
+++ b/docs/reference/online-stores/scylladb.md
@@ -111,6 +111,13 @@ result = store.retrieve_online_documents_v2(
 )
 ```
 
+### Metadata filtering (OpenAI-compatible)
+
+ScyllaDB supports vector similarity search, but OpenAI-style metadata filtering is **not supported yet**.
+Passing `filters` to `retrieve_online_documents_v2` or the OpenAI-compatible search endpoint raises `NotImplementedError`.
+
+For filtered vector search today, use one of the backends that implement metadata filters (for example Milvus, Elasticsearch, Postgres, SQLite, or MongoDB). See [Alpha Vector Database](../alpha-vector-database.md#supported-online-stores).
+
 ## Functionality Matrix
 
 The set of functionality supported by online stores is described in detail [here](overview.md#functionality).
diff --git a/docs/reference/online-stores/valkey.md b/docs/reference/online-stores/valkey.md
new file mode 100644
index 00000000000..4ede3f65b5d
--- /dev/null
+++ b/docs/reference/online-stores/valkey.md
@@ -0,0 +1,94 @@
+# Valkey online store
+
+## Description
+
+[Valkey](https://valkey.io/) is an open source (BSD-3-Clause), high-performance key/value datastore hosted by the Linux Foundation, created as a community fork of Redis. It maintains compatibility with the Redis wire protocol, so it can act as a drop-in replacement for Redis. Valkey is also offered as a managed engine by major cloud providers (for example, Amazon ElastiCache for Valkey).
+
+Similar to Redis and [Dragonfly](dragonfly.md), Valkey can be used as an online feature store for Feast: Feast's Redis online store only issues core commands (hash reads/writes, scans, key expiry, pipelines), all of which Valkey implements.
+
+Feast's standard online store operations have been verified against Valkey 8.1: `feast apply`, `feast materialize`, online retrieval via `get_online_features`, `feast teardown`, and key expiry via the `key_ttl_seconds` option. Features that depend on Redis modules (such as vector search) are outside the scope of this page.
+
+## Using Valkey as a drop-in Feast online store instead of Redis
+
+Make sure you have Python and `pip` installed.
+
+Install the Feast SDK and CLI
+
+`pip install feast`
+
+In order to use Valkey as the online store, you'll need to install the redis extra:
+
+`pip install 'feast[redis]'`
+
+### 1. Create a feature repository
+
+Bootstrap a new feature repository:
+
+```
+feast init feast_valkey
+cd feast_valkey/feature_repo
+```
+
+Update `feature_repo/feature_store.yaml` with the below contents:
+
+```
+project: feast_valkey
+registry: data/registry.db
+provider: local
+online_store:
+  type: redis
+  connection_string: "localhost:6379"
+```
+
+Note that the online store `type` remains `redis`: Feast talks to Valkey over the Redis protocol, and all options of the [Redis online store](redis.md) (such as `key_ttl_seconds`) apply unchanged.
+
+### 2. Start Valkey
+
+There are several options available to get Valkey up and running quickly. We will be using Docker for this tutorial.
+
+`docker run -d -p 6379:6379 valkey/valkey:8.1`
+
+### 3. Register feature definitions and deploy your feature store
+
+`feast apply`
+
+The `apply` command scans python files in the current directory for feature view/entity definitions, registers the objects, and deploys infrastructure.
+You should see the following output:
+
+```
+....
+Created entity driver
+Created feature view driver_hourly_stats_fresh
+Created feature view driver_hourly_stats
+Created on demand feature view transformed_conv_rate
+Created on demand feature view transformed_conv_rate_fresh
+Created feature service driver_activity_v1
+Created feature service driver_activity_v3
+Created feature service driver_activity_v2
+```
+
+## Functionality Matrix
+
+The set of functionality supported by online stores is described in detail [here](overview.md#functionality).
+Below is a matrix indicating which functionality is supported by the Redis online store, which Feast uses to communicate with Valkey.
+
+|                                                           | Redis |
+| :-------------------------------------------------------- | :---- |
+| write feature values to the online store                  | yes   |
+| read feature values from the online store                 | yes   |
+| update infrastructure (e.g. tables) in the online store   | yes   |
+| teardown infrastructure (e.g. tables) in the online store | yes   |
+| generate a plan of infrastructure changes                 | no    |
+| support for on-demand transforms                          | yes   |
+| readable by Python SDK                                    | yes   |
+| readable by Java                                          | yes   |
+| readable by Go                                            | yes   |
+| support for entityless feature views                      | yes   |
+| support for concurrent writing to the same key            | yes   |
+| support for ttl (time to live) at retrieval               | yes   |
+| support for deleting expired data                         | yes   |
+| collocated by feature view                                | no    |
+| collocated by feature service                              | no    |
+| collocated by entity key                                  | yes   |
+
+To compare this set of functionality against other online stores, please see the full [functionality matrix](overview.md#functionality-matrix).
diff --git a/docs/reference/openlineage.md b/docs/reference/openlineage.md
index bf9e18750ed..31725922dc5 100644
--- a/docs/reference/openlineage.md
+++ b/docs/reference/openlineage.md
@@ -1,54 +1,76 @@
 # OpenLineage Integration
 
-This module provides **native integration** between Feast and [OpenLineage](https://openlineage.io/), enabling automatic data lineage tracking for ML feature engineering workflows.
+Feast provides **native integration** with [OpenLineage](https://openlineage.io/), enabling automated data lineage tracking across ML feature engineering workflows. Feast supports both **producer** and **consumer** roles — emitting lineage events for its own operations and receiving lineage from any OpenLineage-compatible system for unified visualization.
 
-## Overview
-
-When enabled, the integration **automatically** emits OpenLineage events for:
+## Quick Start
 
-- **Registry changes** - Events when feature views, feature services, and entities are applied
-- **Feature materialization** - START, COMPLETE, and FAIL events when features are materialized
+### 1. Install
 
-**No code changes required** - just enable OpenLineage in your `feature_store.yaml`!
+```bash
+pip install feast[openlineage]
+# or: pip install openlineage-python
+```
 
-## Installation
+### 2. Configure
 
-OpenLineage is an optional dependency. Install it with:
+```yaml
+# feature_store.yaml
+project: my_project
+registry:
+  registry_type: sql
+  path: sqlite:///data/registry.db
+provider: local
+online_store:
+  type: sqlite
+  path: data/online_store.db
 
-```bash
-pip install openlineage-python
+openlineage:
+  enabled: true
+  transport_type: console   # or http, file, kafka
+  namespace: my_project
+  consumer:
+    enabled: true
+    store_type: sql
 ```
 
-Or install Feast with the OpenLineage extra:
+### 3. Apply and View
 
 ```bash
-pip install feast[openlineage]
+feast apply        # emits lineage events automatically
+feast ui           # starts the UI with lineage visualization
+feast serve_lineage  # starts standalone lineage server (optional)
 ```
 
-## Configuration
+Open http://localhost:8888 and navigate to the **Lineage** tab to view the full lineage graph, including both the Feast registry view and the OpenLineage view.
+
+## Overview
+
+When enabled, the integration **automatically** emits OpenLineage events for:
+
+- **Registry changes** — events when feature views, on-demand feature views, feature services, entities, data sources, and saved datasets are applied
+- **Feature materialization** — START, COMPLETE, and FAIL events when features are materialized
+
+**No code changes required** — enable OpenLineage in your `feature_store.yaml` to begin tracking lineage automatically.
+
+## Prerequisites
+
+- **SQL registry required for consumer**: The OpenLineage consumer stores lineage data in SQL tables. Enabling the consumer requires the Feast registry to use `registry_type: sql` (SQLite, PostgreSQL, or MySQL). File-based registries are not supported for the consumer. The producer operates with any registry type.
+
+## Producer Configuration
 
 Add the `openlineage` section to your `feature_store.yaml`:
 
 ```yaml
-project: my_project
-registry: data/registry.db
-provider: local
-online_store:
-  type: sqlite
-  path: data/online_store.db
-
 openlineage:
   enabled: true
   transport_type: http
-  transport_url: http://localhost:5000
+  transport_url: http://localhost:6580
   transport_endpoint: api/v1/lineage
-  namespace: feast
+  namespace: my_project
   emit_on_apply: true
   emit_on_materialize: true
 ```
 
-Once configured, all Feast operations will automatically emit lineage events.
-
 ### Environment Variables
 
 You can also configure via environment variables:
@@ -56,11 +78,31 @@ You can also configure via environment variables:
 ```bash
 export FEAST_OPENLINEAGE_ENABLED=true
 export FEAST_OPENLINEAGE_TRANSPORT_TYPE=http
-export FEAST_OPENLINEAGE_URL=http://localhost:5000
+export FEAST_OPENLINEAGE_URL=http://localhost:6580
 export FEAST_OPENLINEAGE_ENDPOINT=api/v1/lineage
-export FEAST_OPENLINEAGE_NAMESPACE=feast
+export FEAST_OPENLINEAGE_NAMESPACE=my_project
 ```
 
+### Configuration Options
+
+| Option | Default | Description |
+|--------|---------|-------------|
+| `enabled` | `false` | Enable/disable OpenLineage integration |
+| `transport_type` | `None` | Transport type: `http`, `console`, `file`, `kafka`. When unset, defers to OpenLineage SDK defaults |
+| `transport_url` | — | Base URL for HTTP transport (required when `transport_type` is `http`) |
+| `transport_endpoint` | `api/v1/lineage` | API endpoint appended to `transport_url` for HTTP transport |
+| `api_key` | — | Optional API key for authentication with the lineage server |
+| `namespace` | `feast` | Namespace for lineage events. When set to `feast` (default), the Feast project name is used |
+| `producer` | `feast` | Producer identifier included in every OpenLineage event |
+| `emit_on_apply` | `true` | Emit lineage events when `feast apply` is called |
+| `emit_on_materialize` | `true` | Emit lineage events during materialization |
+| `additional_config` | `{}` | Extra transport-specific settings (e.g., `log_file_path` for file transport, `bootstrap_servers` for Kafka) |
+
+### Namespace Behavior
+
+- If `namespace` is `"feast"` (default): uses the project name as the namespace (e.g., `my_project`)
+- If `namespace` is set to a custom value: uses `{namespace}/{project}` (e.g., `custom/my_project`)
+
 ## Usage
 
 Once configured, lineage is tracked automatically:
@@ -69,7 +111,6 @@ Once configured, lineage is tracked automatically:
 from feast import FeatureStore
 from datetime import datetime, timedelta
 
-# Create FeatureStore - OpenLineage is initialized automatically if configured
 fs = FeatureStore(repo_path="feature_repo")
 
 # Apply operations emit lineage events automatically
@@ -80,44 +121,188 @@ fs.materialize(
     start_date=datetime.now() - timedelta(days=1),
     end_date=datetime.now()
 )
-
 ```
 
-## Configuration Options
-
-| Option | Default | Description |
-|--------|---------|-------------|
-| `enabled` | `false` | Enable/disable OpenLineage integration |
-| `transport_type` | `None` | Transport type: `http`, `console`, `file`, `kafka`. When unset, defers to OpenLineage SDK defaults. |
-| `transport_url` | - | URL for HTTP transport (required) |
-| `transport_endpoint` | `api/v1/lineage` | API endpoint for HTTP transport |
-| `api_key` | - | Optional API key for authentication |
-| `namespace` | `feast` | Namespace for lineage events (uses project name if set to "feast") |
-| `producer` | `feast` | Producer identifier |
-| `emit_on_apply` | `true` | Emit events on `feast apply` |
-| `emit_on_materialize` | `true` | Emit events on materialization |
-
 ## Lineage Graph Structure
 
-When you run `feast apply`, Feast creates a lineage graph that matches the Feast UI:
+When you run `feast apply`, Feast creates lineage events reflecting the full dependency graph:
 
 ```
-DataSources ──┐
-              ├──→ feast_feature_views_{project} ──→ FeatureViews
-Entities ─────┘                                          │
-                                                         │
-                                                         ▼
-                                     feature_service_{name} ──→ FeatureService
+DataSource ──────────┐
+                     ├──→ FeatureView ──────────────┐
+Entity ──────────────┘        │                     │
+                              │                     ├──→ FeatureService
+                              ▼                     │
+RequestSource ──→ OnDemandFeatureView ──────────────┘
+                              │
+FeatureView ─────────────────┘ (as input source)
+
+FeatureService ──→ SavedDataset
+DataSource ──────→ SavedDataset (via storage matching)
 ```
 
-**Jobs created:**
-- `feast_feature_views_{project}`: Shows DataSources + Entities → FeatureViews
-- `feature_service_{name}`: Shows specific FeatureViews → FeatureService (one per service)
+**Jobs created per `feast apply`:**
+
+| Job | Inputs | Outputs |
+|-----|--------|---------|
+| `feast_apply_entities` | — | Entity datasets |
+| `feast_apply_data_sources` | — | DataSource datasets |
+| `feast_apply_feature_view_{name}` | DataSource + Entity | FeatureView dataset |
+| `feast_apply_odfv_{name}` | FeatureView + RequestSource | OnDemandFeatureView dataset |
+| `feast_apply_feature_service_{name}` | FeatureView(s) + ODFV(s) | FeatureService dataset |
+| `feast_apply_saved_dataset_{name}` | FeatureService + DataSource | SavedDataset dataset |
 
 **Datasets include:**
-- Schema with feature names, types, descriptions, and tags
-- Feast-specific facets with metadata (TTL, entities, owner, etc.)
-- Documentation facets with descriptions
+
+- OpenLineage `SchemaDatasetFacet` with feature names, types, and descriptions
+- Feast-specific facets with rich metadata (TTL, entities, owner, tags, etc.)
+
+## Feast to OpenLineage Mapping
+
+| Feast Concept | OpenLineage Concept | Facet |
+|---------------|---------------------|-------|
+| DataSource | InputDataset | `FeastDataSourceFacet` |
+| Entity | InputDataset | `FeastEntityFacet` |
+| FeatureView | OutputDataset (of FV job) / InputDataset (of FS or ODFV job) | `FeastFeatureViewFacet` |
+| OnDemandFeatureView | OutputDataset | `FeastFeatureViewFacet` (with `mode: ON_DEMAND`) |
+| StreamFeatureView | OutputDataset | `FeastFeatureViewFacet` (with `mode: STREAM`) |
+| FeatureService | OutputDataset | `FeastFeatureServiceFacet` |
+| SavedDataset | OutputDataset | `FeastSavedDatasetFacet` |
+| Feature | Schema field in `SchemaDatasetFacet` | — |
+| Materialization | RunEvent (START/COMPLETE/FAIL) | `FeastMaterializationFacet` |
+| Online Store (per FV) | OutputDataset (materialization target) | `FeastOnlineStoreFacet` |
+
+## Custom Feast Facets
+
+The integration includes custom OpenLineage facets that carry Feast-specific metadata:
+
+### FeastFeatureViewFacet
+
+Captures metadata about feature views (regular, on-demand, and stream):
+
+| Field | Description |
+|-------|-------------|
+| `name` | Feature view name |
+| `ttl_seconds` | Time-to-live in seconds (0 = no TTL) |
+| `entities` | List of entity names |
+| `features` | List of feature names |
+| `online_enabled` / `offline_enabled` | Store configuration |
+| `mode` | Transformation mode: `ON_DEMAND`, `STREAM`, `PYTHON`, `PANDAS`, etc. |
+| `description` | Human-readable description |
+| `owner` | Owner identifier |
+| `tags` | Key-value tags |
+
+### FeastFeatureServiceFacet
+
+Captures metadata about feature services:
+
+| Field | Description |
+|-------|-------------|
+| `name` | Feature service name |
+| `feature_views` | List of feature view names |
+| `feature_count` | Total number of features |
+| `description` | Description |
+| `owner` | Owner identifier |
+| `tags` | Key-value tags |
+| `logging_enabled` | Whether feature logging is enabled |
+
+### FeastDataSourceFacet
+
+Captures metadata about data sources:
+
+| Field | Description |
+|-------|-------------|
+| `name` | Data source name |
+| `source_type` | Type: `FileSource`, `BigQuerySource`, `SnowflakeSource`, `RequestSource`, etc. |
+| `timestamp_field` | Event timestamp column name |
+| `created_timestamp_field` | Created timestamp column name |
+| `field_mapping` | Source-to-feature field mapping |
+| `description` | Description |
+| `tags` | Key-value tags |
+
+### FeastEntityFacet
+
+Captures metadata about entities (join keys for feature lookups):
+
+| Field | Description |
+|-------|-------------|
+| `name` | Entity name |
+| `join_keys` | List of join key column names |
+| `value_type` | Data type (INT64, STRING, etc.) |
+| `description` | Description |
+| `owner` | Owner identifier |
+| `tags` | Key-value tags |
+
+### FeastSavedDatasetFacet
+
+Captures metadata about saved datasets (materialized feature snapshots):
+
+| Field | Description |
+|-------|-------------|
+| `name` | Saved dataset name |
+| `features` | List of feature names |
+| `join_keys` | List of join key column names |
+| `feature_service_name` | Name of the FeatureService that produced this dataset |
+| `full_feature_names` | Whether full feature names were used |
+| `description` | Description |
+| `tags` | Key-value tags |
+
+### FeastMaterializationFacet
+
+Captures materialization run metadata (attached to RunEvents):
+
+| Field | Description |
+|-------|-------------|
+| `feature_views` | Feature views being materialized |
+| `start_date` / `end_date` | Materialization time window |
+| `project` | Feast project name |
+| `rows_written` | Number of rows written |
+| `online_store_type` | Online store backend type |
+| `offline_store_type` | Offline store backend type |
+
+### FeastOnlineStoreFacet
+
+Identifies the online store sink during materialization:
+
+| Field | Description |
+|-------|-------------|
+| `feature_view` | Feature view whose features are stored |
+| `store_type` | Online store backend (redis, sqlite, dynamodb, etc.) |
+| `description` | Description |
+
+### FeastProjectFacet
+
+Captures Feast project context on job events:
+
+| Field | Description |
+|-------|-------------|
+| `project_name` | Feast project name |
+| `provider` | Infrastructure provider (local, gcp, aws) |
+| `online_store_type` | Online store type |
+| `offline_store_type` | Offline store type |
+| `registry_type` | Registry type (file, sql) |
+
+### FeastJobKindFacet
+
+Distinguishes Feast jobs by semantic role:
+
+| Field | Description |
+|-------|-------------|
+| `kind` | `definition` (registry/apply events) or `transform` (runtime materialize/compute) |
+| `feast_project` | Feast project name |
+
+### FeastRetrievalFacet
+
+Captures feature retrieval metadata:
+
+| Field | Description |
+|-------|-------------|
+| `retrieval_type` | `online` or `historical` |
+| `feature_service` | Feature service name (if used) |
+| `feature_views` | Feature views queried |
+| `features` | Features retrieved |
+| `entity_count` | Number of entities queried |
+| `full_feature_names` | Whether full feature names were used |
 
 ## Transport Types
 
@@ -127,11 +312,21 @@ Entities ─────┘                                          │
 openlineage:
   enabled: true
   transport_type: http
-  transport_url: http://marquez:5000
+  transport_url: http://feast-example-lineage:6580
   transport_endpoint: api/v1/lineage
-  api_key: your-api-key  # Optional
+  api_key: your-api-key
 ```
 
+### Console Transport (Development)
+
+```yaml
+openlineage:
+  enabled: true
+  transport_type: console
+```
+
+Events are printed to stdout. This transport is recommended for development and troubleshooting purposes.
+
 ### File Transport
 
 ```yaml
@@ -153,81 +348,36 @@ openlineage:
     topic: openlineage.events
 ```
 
-## Custom Feast Facets
-
-The integration includes custom Feast-specific facets in lineage events:
-
-### FeastFeatureViewFacet
-
-Captures metadata about feature views:
-- `name`: Feature view name
-- `ttl_seconds`: Time-to-live in seconds
-- `entities`: List of entity names
-- `features`: List of feature names
-- `online_enabled` / `offline_enabled`: Store configuration
-- `description`: Feature view description
-- `tags`: Key-value tags
-
-### FeastFeatureServiceFacet
-
-Captures metadata about feature services:
-- `name`: Feature service name
-- `feature_views`: List of feature view names
-- `feature_count`: Total number of features
-- `description`: Feature service description
-- `tags`: Key-value tags
-
-### FeastMaterializationFacet
-
-Captures materialization run metadata:
-- `feature_views`: Feature views being materialized
-- `start_date` / `end_date`: Materialization window
-- `rows_written`: Number of rows written
-
 ## Lineage Visualization
 
-### Option 1: Feast UI (Built-in)
+### Option 1: Feast UI (Built-in Consumer)
 
-Feast includes a built-in OpenLineage consumer that can receive, store, and visualize lineage from **all** OpenLineage producers (Airflow, Spark, dbt, Feast itself, etc.) directly in the Feast UI. See the [OpenLineage Consumer](#openlineage-consumer) section below.
+Feast includes a built-in OpenLineage consumer that receives, stores, and visualizes lineage from **all** OpenLineage producers directly in the Feast UI. See the [OpenLineage Consumer](#openlineage-consumer) section below.
 
 ### Option 2: Marquez
 
 Use [Marquez](https://marquezproject.ai/) to visualize your Feast lineage:
 
 ```bash
-# Start Marquez
 docker run -p 5000:5000 -p 3000:3000 marquezproject/marquez
-
-# Configure Feast to emit to Marquez (in feature_store.yaml)
-# openlineage:
-#   enabled: true
-#   transport_type: http
-#   transport_url: http://localhost:5000
 ```
 
-Then access the Marquez UI at http://localhost:3000 to see your feature lineage.
-
-## Namespace Behavior
+Configure Feast to emit to Marquez:
 
-- If `namespace` is set to `"feast"` (default): Uses project name as namespace (e.g., `my_project`)
-- If `namespace` is set to a custom value: Uses `{namespace}/{project}` (e.g., `custom/my_project`)
-
-## Feast to OpenLineage Mapping
+```yaml
+openlineage:
+  enabled: true
+  transport_type: http
+  transport_url: http://localhost:5000
+```
 
-| Feast Concept | OpenLineage Concept |
-|---------------|---------------------|
-| DataSource | InputDataset |
-| FeatureView | OutputDataset (of feature views job) / InputDataset (of feature service job) |
-| Feature | Schema field |
-| Entity | InputDataset |
-| FeatureService | OutputDataset |
-| Materialization | RunEvent (START/COMPLETE/FAIL) |
+Access the Marquez UI at http://localhost:3000.
 
 ---
 
 ## OpenLineage Consumer
 
-Feast can act as an **OpenLineage consumer**, receiving lineage events from any OpenLineage-compatible producer and displaying them in the Feast UI. This eliminates the need for a separate Marquez deployment when you want to visualize cross-system data lineage alongside your feature store.
+Feast can act as an **OpenLineage consumer**, receiving lineage events from any OpenLineage-compatible producer and displaying them in the Feast UI. This provides a unified lineage experience without requiring a separate metadata platform such as Marquez.
 
 ### Consumer Architecture
 
@@ -251,7 +401,7 @@ Producers (Airflow, Spark, dbt, Feast, Flink, …)
                                           └──────────────────────────┘
 ```
 
-When the consumer is **not** enabled, the Feast UI shows only the original registry-based lineage view — no tabs are added.
+When the consumer is **not** enabled, the Feast UI shows only the original registry-based lineage view.
 
 ### Enabling the Consumer
 
@@ -260,8 +410,8 @@ Add the `consumer` section under `openlineage` in your `feature_store.yaml`:
 ```yaml
 project: my_project
 registry:
-  registry_type: sql
-  path: postgresql://user:****@host:5432/feast  # pragma: allowlist secret
+  registry_type: sql                                      # Required for consumer
+  path: postgresql://user:****@host:5432/feast            # pragma: allowlist secret
 
 openlineage:
   enabled: true
@@ -272,10 +422,10 @@ openlineage:
     # Optional: separate database for lineage storage.
     # If omitted, the SQL registry database is reused.
     # connection_string: postgresql://user:****@host:5432/feast_lineage
-    api_key: "change-me"  # pragma: allowlist secret
+    api_key: "change-me"                                  # pragma: allowlist secret
     namespace_mapping:
-      airflow_ns: my_project
-      spark_ns: my_project
+      "spark://ml-team": "my_project"
+      "airflow://prod-cluster": "my_project"
 ```
 
 Or via environment variables:
@@ -283,9 +433,11 @@ Or via environment variables:
 ```bash
 export FEAST_OPENLINEAGE_CONSUMER_ENABLED=true
 export FEAST_OPENLINEAGE_CONSUMER_STORE_TYPE=sql
-export FEAST_OPENLINEAGE_CONSUMER_API_KEY=change-me  # pragma: allowlist secret
+export FEAST_OPENLINEAGE_CONSUMER_API_KEY=change-me                     # pragma: allowlist secret
 # Optional separate DB:
 # export FEAST_OPENLINEAGE_CONSUMER_CONNECTION_STRING=postgresql://...
+# Namespace mapping (JSON format):
+export FEAST_OPENLINEAGE_CONSUMER_NAMESPACE_MAPPING='{"spark://ml-team": "my_project", "airflow://prod-cluster": "my_project"}'
 ```
 
 ### Consumer Configuration Options
@@ -294,69 +446,134 @@ export FEAST_OPENLINEAGE_CONSUMER_API_KEY=change-me  # pragma: allowlist secret
 |--------|---------|-------------|
 | `consumer.enabled` | `false` | Enable the OpenLineage consumer |
 | `consumer.store_type` | `sql` | Storage backend type. Currently only `sql` is supported |
-| `consumer.connection_string` | - | Optional separate database connection string. If omitted, reuses the SQL registry database |
-| `consumer.api_key` | - | API key that producers must provide when sending events |
-| `consumer.namespace_mapping` | `{}` | Maps OpenLineage namespaces to Feast projects for RBAC scoping |
+| `consumer.connection_string` | — | Separate database connection string for lineage storage. If omitted, the SQL registry database is used |
+| `consumer.api_key` | — | API key required by producers when submitting events |
+| `consumer.namespace_mapping` | `{}` | Maps external OpenLineage namespaces to Feast project names for RBAC scoping (see [Namespace Mapping](#namespace-mapping)) |
+| `consumer.retention_days` | `30` | Number of days to retain events and runs. Set to `0` to disable automatic pruning |
+| `consumer.retention_check_interval_hours` | `6` | Interval (in hours) between background pruning cycles |
+| `consumer.standalone_server` | `false` | When `true`, the retention background task is delegated to the standalone lineage server. All consumer API endpoints remain available on both servers |
+
+### Event Retention
+
+The consumer includes an automatic retention policy that prunes expired events and runs to prevent unbounded storage growth. By default, data older than **30 days** is removed every **6 hours**.
+
+**Pruned data:** Events (`openlineage_events`) and runs (`openlineage_runs`, `openlineage_run_io`) exceeding the configured retention period.
+
+**Preserved data:** The current-state graph (jobs, datasets, edges, symlinks) is never pruned. These tables represent the latest lineage topology and are independent of historical event data.
+
+```yaml
+openlineage:
+  consumer:
+    enabled: true
+    retention_days: 7          # Keep only 7 days of events
+    retention_check_interval_hours: 1   # Check every hour
+```
+
+To disable automatic pruning:
+
+```yaml
+openlineage:
+  consumer:
+    retention_days: 0          # Keep everything
+```
+
+**Environment variables:**
+
+| Variable | Default | Description |
+|----------|---------|-------------|
+| `FEAST_OPENLINEAGE_CONSUMER_RETENTION_DAYS` | `30` | Retention period in days |
+| `FEAST_OPENLINEAGE_CONSUMER_RETENTION_CHECK_INTERVAL_HOURS` | `6` | Pruning check interval in hours |
+
+**API endpoints:**
+
+- `GET /api/v1/lineage/openlineage/retention` — returns current retention config and storage stats (row counts, oldest timestamps)
+- `POST /api/v1/lineage/openlineage/retention/prune` — manually trigger pruning (requires API key)
+
+### Running the Server
+
+The `feast ui` command starts a unified server that provides:
+
+- The Feast UI with integrated lineage visualization
+- OpenLineage consumer endpoints for both event ingestion and lineage queries
+- Access to the Feast registry
+
+```bash
+feast ui --port 8888
+```
+
+When both producer and consumer are enabled, Feast events generated by `feast apply` and materialization operations are **automatically ingested** into the local consumer store through an internal event pipeline. No additional HTTP transport configuration is required for self-reporting.
+
+```yaml
+# Minimal config for producer + consumer (self-contained)
+openlineage:
+  enabled: true
+  transport_type: console   # optional: also prints events to stdout for verification
+  namespace: my_project
+  consumer:
+    enabled: true
+```
 
 ### Consumer API Endpoints
 
-When the consumer is enabled, the following endpoints are available on the Feast REST registry server:
+When the consumer is enabled, the following endpoints are available. All paths shown are relative to the server mount point (e.g., `/api/v1` on the UI server).
 
-#### Event Receiver (Producer-facing)
+#### Event Ingestion (Producer-facing)
 
 | Endpoint | Method | Description |
 |----------|--------|-------------|
-| `/api/v1/lineage` | `POST` | Receive a single OpenLineage event (or array of events) |
-| `/api/v1/lineage/batch` | `POST` | Receive a batch of OpenLineage events |
+| `/api/v1/lineage` | `POST` | Receive a single OpenLineage event (or array of events). Returns `201` for single events, `200` for batch |
+| `/api/v1/lineage/batch` | `POST` | Receive a batch of OpenLineage events. Returns `204` on full success |
 
-Both endpoints require the `X-API-Key` header (or `Authorization: Bearer <key>`) if `consumer.api_key` is configured.
+Both endpoints accept the `X-API-Key` header (or `Authorization: Bearer <key>`) when `consumer.api_key` is configured.
 
-#### Admin Endpoints
+#### Lineage Query Endpoints (UI-facing)
 
 | Endpoint | Method | Description |
 |----------|--------|-------------|
-| `/lineage/openlineage/reset` | `DELETE` | Purge all OpenLineage data. Accepts optional `?namespace=X` to delete only a specific namespace. Requires API key. |
+| `/api/v1/lineage/openlineage/graph` | `GET` | Full lineage graph with nodes, edges, and symlinks. Supports `?namespace=X`, `?limit=N`, `?offset=N` |
+| `/api/v1/lineage/openlineage/graph/{node_type}/{namespace}/{name}` | `GET` | Lineage subgraph centered on a specific node. Supports `?depth=N`, `?direction=both|upstream|downstream` |
+| `/api/v1/lineage/openlineage/namespaces` | `GET` | List all distinct namespaces |
+| `/api/v1/lineage/openlineage/events` | `GET` | Browse events with `?namespace=X`, `?job_name=Y`, `?limit=N`, `?offset=N` |
+| `/api/v1/lineage/openlineage/jobs` | `GET` | List all known jobs |
+| `/api/v1/lineage/openlineage/datasets` | `GET` | List all known datasets |
+| `/api/v1/lineage/openlineage/runs` | `GET` | List runs with `?job_namespace=X&job_name=Y`, `?limit=N`, `?offset=N` |
+| `/api/v1/lineage/openlineage/runs/{run_id}` | `GET` | Single run detail with input/output datasets |
 
-#### OpenLineage Query Endpoints (UI-facing)
+#### Registry Lineage Endpoints
 
 | Endpoint | Method | Description |
 |----------|--------|-------------|
-| `/lineage/openlineage/graph` | `GET` | Full lineage graph with all nodes, edges, and symlinks |
-| `/lineage/openlineage/graph/{node_type}/{namespace}/{name}` | `GET` | Lineage graph centered on a specific node |
-| `/lineage/openlineage/events` | `GET` | Browse stored events with filtering |
-| `/lineage/openlineage/jobs` | `GET` | List all known OpenLineage jobs |
-| `/lineage/openlineage/datasets` | `GET` | List all known OpenLineage datasets |
-| `/lineage/openlineage/runs` | `GET` | List runs with optional `?job_namespace=X&job_name=Y` filtering |
-| `/lineage/openlineage/runs/{run_id}` | `GET` | Single run detail with input/output datasets |
+| `/api/v1/lineage/registry` | `GET` | Feast registry lineage with `?project=X` |
+| `/api/v1/lineage/registry/all` | `GET` | Registry lineage for all projects |
+| `/api/v1/lineage/objects/{object_type}/{object_name}` | `GET` | Detail for a specific registry object |
+| `/api/v1/lineage/complete` | `GET` | Complete registry lineage with full object metadata |
+| `/api/v1/lineage/complete/all` | `GET` | Complete registry lineage for all projects |
 
-#### Registry Query Endpoints
+#### Admin Endpoints
 
 | Endpoint | Method | Description |
 |----------|--------|-------------|
-| `/lineage/registry` | `GET` | Feast registry lineage (entities, feature views, services) |
-| `/lineage/registry/all` | `GET` | All registry objects with full metadata |
-| `/lineage/objects/{object_type}/{object_name}` | `GET` | Detail for a specific registry object |
-| `/lineage/complete` | `GET` | Complete registry lineage with relationships |
-| `/lineage/complete/all` | `GET` | Complete registry lineage for all objects |
+| `/api/v1/lineage/openlineage/reset` | `DELETE` | Purge all OpenLineage data. Accepts `?namespace=X` to delete a specific namespace only. Requires API key |
 
-### Configuring Producers to Send Events to Feast
+### Configuring External Producers
 
-Configure any OpenLineage producer to send events to your Feast instance:
+Any OpenLineage-compatible producer can be configured to send events to the Feast consumer. The standard ingestion endpoint is `POST /api/v1/lineage`.
 
 #### Airflow
 
 ```python
 # In airflow.cfg or environment
-OPENLINEAGE_URL = "http://feast-registry:8080/api"
-OPENLINEAGE_API_KEY = "change-me"  # pragma: allowlist secret
+OPENLINEAGE_URL = "http://feast-server:8888"
+OPENLINEAGE_ENDPOINT = "api/v1/lineage"
+OPENLINEAGE_API_KEY = "change-me"                                       # pragma: allowlist secret
 ```
 
 #### Spark
 
 ```properties
 spark.openlineage.transport.type=http
-spark.openlineage.transport.url=http://feast-registry:8080/api
-spark.openlineage.transport.endpoint=/v1/lineage
+spark.openlineage.transport.url=http://feast-server:8888
+spark.openlineage.transport.endpoint=api/v1/lineage
 spark.openlineage.transport.auth.type=api_key
 spark.openlineage.transport.auth.apiKey=change-me
 ```
@@ -365,114 +582,566 @@ spark.openlineage.transport.auth.apiKey=change-me
 
 ```yaml
 # In profiles.yml or environment
-OPENLINEAGE_URL: "http://feast-registry:8080/api"
-OPENLINEAGE_API_KEY: "change-me"  # pragma: allowlist secret
+OPENLINEAGE_URL: "http://feast-server:8888"
+OPENLINEAGE_ENDPOINT: "api/v1/lineage"
+OPENLINEAGE_API_KEY: "change-me"                                        # pragma: allowlist secret
 ```
 
 #### Feast (Self-reporting)
 
-When both the OpenLineage producer and consumer are enabled, Feast's own events (from `feast apply`, materialization, etc.) are automatically ingested into the local consumer store — no HTTP transport is needed.
+When both the OpenLineage producer and consumer are enabled in the same `feature_store.yaml`, Feast events generated by `feast apply` and materialization operations are automatically ingested into the local consumer store through an internal event pipeline. No additional HTTP transport configuration is required.
 
 ```yaml
-# In feature_store.yaml
 openlineage:
   enabled: true
   namespace: my_project
   consumer:
     enabled: true
-    api_key: change-me  # pragma: allowlist secret
+    api_key: change-me                                                  # pragma: allowlist secret
+```
+
+### Producer Discovery (Kubernetes)
+
+In a Kubernetes cluster with multiple OpenLineage producers (Spark, Airflow, dbt, and others),
+each producer requires the consumer endpoint URL. The Feast Operator automates this by
+creating a centralized **discovery ConfigMap** that producers can mount or reference.
+
+#### Automatic Discovery ConfigMap
+
+When a `FeatureStore` CR has an enabled OpenLineage consumer, the operator creates a
+ConfigMap named `feast-openlineage-config` in the **controller namespace**
+(e.g., `feast-operator-system` on plain Kubernetes, or the operator's namespace on
+OpenShift). This ConfigMap is readable by all authenticated users via a Role + RoleBinding.
+
+The ConfigMap contains three data keys:
+
+| Key               | Format | Description |
+|-------------------|--------|-------------|
+| `openlineage.yml` | YAML   | Ready-to-mount OpenLineage client config with transport URL and endpoint |
+| `url`             | String | Plain consumer base URL for simple env-var injection |
+| `endpoints`       | JSON   | Registry of all Feast instances with enabled consumers (for multi-consumer clusters) |
+
+**Example ConfigMap content:**
+
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: feast-openlineage-config
+  namespace: feast-operator-system
+data:
+  openlineage.yml: |
+    transport:
+      type: http
+      url: http://feast-sample-lineage.feast-ns.svc.cluster.local:6580
+      endpoint: api/v1/lineage
+  url: http://feast-sample-lineage.feast-ns.svc.cluster.local:6580
+  endpoints: '{"consumers":{"feast-ns/feast-sample":{"url":"http://feast-sample-lineage.feast-ns.svc.cluster.local:6580","endpoint":"api/v1/lineage","tls":false}}}'
+```
+
+#### Method 1: Mount as `openlineage.yml` (Recommended)
+
+Mount the ConfigMap as a file and set the `OPENLINEAGE_CONFIG` environment variable.
+This works with all OpenLineage producers (Python, Java, Spark, Airflow, dbt):
+
+```yaml
+# In producer Pod spec
+spec:
+  containers:
+    - name: spark-driver
+      env:
+        - name: OPENLINEAGE_CONFIG
+          value: /etc/openlineage/openlineage.yml
+      volumeMounts:
+        - name: ol-config
+          mountPath: /etc/openlineage
+          readOnly: true
+  volumes:
+    - name: ol-config
+      configMap:
+        name: feast-openlineage-config
+        items:
+          - key: openlineage.yml
+            path: openlineage.yml
+```
+
+#### Method 2: Environment Variable Injection
+
+For simpler setups, inject the URL directly from the ConfigMap:
+
+```yaml
+# In producer Pod spec
+env:
+  - name: OPENLINEAGE_URL
+    valueFrom:
+      configMapKeyRef:
+        name: feast-openlineage-config
+        key: url
+        optional: true
+```
+
+If API key authentication is enabled, also inject:
+
+```yaml
+  - name: OPENLINEAGE_API_KEY
+    valueFrom:
+      secretKeyRef:
+        name: my-openlineage-api-key
+        key: api_key
 ```
 
+#### Method 3: FeatureStore CR Status
+
+The lineage server hostname is exposed in the `FeatureStore` CR status:
+
+```bash
+kubectl get featurestore my-feast -o jsonpath='{.status.serviceHostnames.lineage}'
+# feast-my-feast-lineage.feast-ns.svc.cluster.local:80
+```
+
+This approach is suitable for scripts and automation workflows that interact with the Kubernetes API.
+
+#### Multi-Consumer Clusters
+
+When multiple Feast instances have OpenLineage consumers enabled, the `endpoints` key in the
+ConfigMap contains a registry of all available consumers. Producers can parse this JSON
+to select the appropriate consumer based on the Feast instance namespace or name:
+
+```json
+{
+  "consumers": {
+    "team-a/feast-a": {
+      "url": "http://feast-feast-a-lineage.team-a.svc.cluster.local:6580",
+      "endpoint": "api/v1/lineage",
+      "tls": false
+    },
+    "team-b/feast-b": {
+      "url": "https://feast-feast-b-lineage.team-b.svc.cluster.local:443",
+      "endpoint": "api/v1/lineage",
+      "tls": true
+    }
+  }
+}
+```
+
+The `openlineage.yml` and `url` keys default to the most recently registered consumer.
+In multi-consumer environments, producers should reference the `endpoints` key for explicit
+consumer targeting.
+
+#### Cross-Namespace Access
+
+The discovery ConfigMap is created in the controller namespace. Producers in other
+namespaces reference it by specifying the namespace:
+
+```yaml
+volumes:
+  - name: ol-config
+    configMap:
+      name: feast-openlineage-config
+      namespace: feast-operator-system  # controller namespace
+```
+
+> **Note:** Cross-namespace ConfigMap references in volume mounts require the Pod's
+> ServiceAccount to have `get` access to the ConfigMap. The operator creates a Role
+> and RoleBinding granting `system:authenticated` read access to the discovery ConfigMap.
+
 ### Feast UI Lineage Views
 
-When the consumer is enabled, the lineage page in the Feast UI shows two tabs:
+When the consumer is enabled, the lineage page in the Feast UI provides two views:
 
-**Lineage tab**
+**OpenLineage Graph** (default when events exist)
 
-- **OpenLineage Graph** (default) — shows lineage from all OpenLineage producers with cross-producer connectivity. Nodes are color-coded by producer (colors generated dynamically). The graph supports filtering by type, producer, and object name. Clicking a node opens a **detail panel** showing description, schema, tags, features, entities, data quality metrics, data source info, other facets, and **run history** (for job nodes — see [Per-Run Lineage](#per-run-lineage-run-history)).
-- **Feast Only Lineage** (checkbox) — switches to the original Feast registry view (DataSource → FeatureView → FeatureService) powered entirely by the Feast registry.
+- Shows lineage from all OpenLineage producers in a unified graph
+- Nodes are color-coded by Feast object type (DataSource, Entity, FeatureView, FeatureService, etc.)
+- Clicking a node opens a detail panel with description, schema, tags, features, entities, facets, and run history (for job nodes)
+- Supports filtering by namespace
 
-**Events tab**
+**Feast Only Lineage** (checkbox toggle)
 
-- Browse individual OpenLineage events with filtering by event type, job name, and run ID. Expand any event to inspect the full JSON payload.
+- Shows the registry-based lineage view: DataSource → FeatureView → FeatureService, Entity → FeatureView, and OnDemandFeatureView relationships
+- Powered entirely by the Feast registry — works independently of OpenLineage configuration
+- When the consumer is enabled but has no events yet, this view is shown by default with the toggle visible to switch between views
 
 ### Cross-Producer Lineage Connectivity
 
-The consumer automatically links datasets across different producers when they refer to the same physical data. Linking mechanisms:
+The consumer automatically links datasets across different producers when they refer to the same physical data:
 
-1. **Shared namespace + name** — If Airflow writes to `s3://bucket/path` and Spark reads from the same `s3://bucket/path`, the graph connects them automatically.
-2. **SymlinksDatasetFacet** — Producers can declare aliases. For example, Feast can declare that its internal `driver_hourly_stats` is a symlink to the Spark output at `s3://bucket/features/driver_hourly_stats/`.
-3. **dataSource URI matching** — Datasets with matching `dataSource.uri` facets are linked even if their namespace or name differ.
-
-Compatible producers include Airflow, Spark, dbt, Flink, Feast, and Dagster.
+1. **Shared namespace + name** — when Airflow writes to `s3://bucket/path` and Spark reads from the same `s3://bucket/path`, the consumer automatically links them in the graph
+2. **SymlinksDatasetFacet** — producers can declare aliases (e.g., Feast declaring its `driver_hourly_stats` is a symlink to `s3://bucket/features/driver_hourly_stats/`)
+3. **dataSource URI matching** — datasets with matching `dataSource.uri` facets are linked even if their namespace or name differ
 
 ### RBAC for Lineage
 
-The OpenLineage consumer integrates with Feast's existing RBAC:
+The OpenLineage consumer integrates with Feast's existing RBAC — no new permissions or
+`AuthzedAction` values are introduced:
 
-- **Write access** (producers sending events): Authenticated via API key in the `X-API-Key` header
-- **Read access** (UI viewing lineage): Namespace-based filtering maps OpenLineage namespaces to Feast projects. Users see only lineage data for namespaces they have access to via the `namespace_mapping` configuration
+- **Write access** (producers sending events): authenticated via API key in the `X-API-Key` header. Any authenticated producer can send events.
+- **Read access** (UI viewing lineage): based on existing Feast project permissions. Users who can `DESCRIBE` a Feast project see lineage from that project's namespace **plus** any external namespaces mapped to it via `namespace_mapping`.
 
-### Lineage Cleanup / Reset
+### Namespace Mapping
+
+The `consumer.namespace_mapping` configuration is a read-side RBAC bridge that maps
+external OpenLineage namespaces to Feast project names. It controls **who can see what**
+in the lineage UI and API — it does **not** rewrite, reroute, or alter ingested events.
+
+Events are always stored exactly as the producer sent them, with their original namespace
+intact.
+
+#### How It Works
+
+When RBAC is enabled, each API query determines which namespaces the current user may
+see:
+
+1. List all Feast projects the user can `DESCRIBE` (existing Feast RBAC).
+2. For each allowed project, resolve its OpenLineage namespace.
+3. Scan `namespace_mapping` — for each entry whose **value** (Feast project name)
+   matches an allowed project, add that entry's **key** (external namespace) to the
+   allowed set.
+4. Filter all query results to only include data from the allowed namespaces.
+
+#### Configuration
+
+In `feature_store.yaml`:
+
+```yaml
+openlineage:
+  enabled: true
+  namespace: feast
+  consumer:
+    enabled: true
+    api_key: "change-me"                                                # pragma: allowlist secret
+    namespace_mapping:
+      "spark://ml-team": "ml_team"
+      "airflow://prod-cluster": "ml_team"
+      "ray://ml-team": "ml_team"
+```
+
+Or via environment variable (JSON format):
+
+```bash
+export FEAST_OPENLINEAGE_CONSUMER_NAMESPACE_MAPPING='{"spark://ml-team": "ml_team", "airflow://prod-cluster": "ml_team"}'
+```
+
+#### Cross-Producer Example
+
+```
+  Spark              Airflow                Ray               Feast
+  namespace:         namespace:             namespace:         namespace:
+  spark://ml-team    airflow://prod         ray://ml-team      ml_team
+
+       │                  │                     │                 │
+       └──────────────────┼─────────────────────┘                 │
+                          ▼                                       │
+                 POST /api/v1/lineage                              │
+                          │                                       │
+                          ▼                                       │
+               ┌──────────────────────┐       (local wire)        │
+               │  Feast OL Consumer   │ ◄─────────────────────────┘
+               │  namespace_mapping:  │
+               │    spark://ml-team   │
+               │      → ml_team       │
+               │    airflow://prod    │
+               │      → ml_team       │
+               │    ray://ml-team     │
+               │      → ml_team       │
+               └──────────────────────┘
+                          │
+                          ▼
+                   Feast UI / API
+                 (unified lineage view
+                  filtered by RBAC)
+```
+
+A user with `DESCRIBE` permission on the `ml_team` Feast project can view lineage
+from **all four producers** in a single unified graph.
+
+#### Namespace Resolution for Feast Object Mapping
+
+Beyond RBAC, `namespace_mapping` helps the event processor map incoming datasets
+to Feast registry objects during ingest. When a dataset arrives with namespace
+`spark://ml-team`, the processor resolves it to Feast project `ml_team` and can
+match the dataset against known Feast objects in that project.
+
+Resolution priority:
+
+1. **Exact match** — `namespace_mapping["spark://ml-team"]` → `"ml_team"`
+2. **Authority/path match** — for `scheme://authority/path` namespaces, try the
+   authority+path portion
+3. **Fallback** — use the last path segment as the project name
+
+#### When Namespace Mapping Is Not Needed
 
-Over time the OpenLineage store accumulates historical data. Two mechanisms are provided for cleanup:
+- **Single-project setups**: if you only have one Feast project and no external
+  producers, the default behavior (namespace = project name) works without mapping.
+- **Feast-only lineage**: the Feast Only Lineage view operates purely on registry
+  data and does not use `namespace_mapping`.
+- **No RBAC**: when Feast RBAC is disabled, all namespaces are visible to all users.
+  Mapping is still used for Feast object resolution during ingest.
+
+### Per-Run Lineage (Run History)
+
+The consumer tracks individual pipeline runs. When you click on a **job node** in the OpenLineage Graph, the detail panel shows a **Run History** section with:
+
+- A table of past runs: run ID, status badge (COMPLETE, FAIL, RUNNING, ABORT), start time, and duration
+- Click any run to see its specific **inputs and outputs** — the datasets that run consumed and produced
+
+```bash
+# List runs for a specific job
+curl "http://localhost:8888/api/v1/lineage/openlineage/runs?job_namespace=spark://ml-team&job_name=feature_engineering"
+
+# Get a single run with its I/O datasets
+curl "http://localhost:8888/api/v1/lineage/openlineage/runs/{run_id}"
+```
+
+### Lineage Cleanup / Reset
 
 #### Admin Reset Endpoint
 
-Use the `DELETE /lineage/openlineage/reset` endpoint to purge lineage data. The endpoint requires the same API key used for event ingestion.
+Use `DELETE /api/v1/lineage/openlineage/reset` to purge lineage data:
 
 ```bash
 # Purge ALL OpenLineage data
 curl -X DELETE -H "X-API-Key: your-key" \
-  http://localhost:8080/api/v1/lineage/openlineage/reset
+  http://localhost:8888/api/v1/lineage/openlineage/reset
 
 # Purge only a specific namespace
 curl -X DELETE -H "X-API-Key: your-key" \
-  "http://localhost:8080/api/v1/lineage/openlineage/reset?namespace=airflow://prod-cluster"
+  "http://localhost:8888/api/v1/lineage/openlineage/reset?namespace=airflow://prod-cluster"
 ```
 
-A full purge deletes data from all seven `openlineage_*` tables. A namespace-scoped purge deletes jobs, datasets, runs, events, edges, and symlinks associated with that namespace, leaving other namespaces intact.
-
 #### Feast Teardown Hook
 
-When you run `feast teardown`, Feast automatically cleans up OpenLineage data for the project's namespace (if the consumer is configured). This ensures that tearing down a Feast project doesn't leave orphaned lineage data behind.
+When you run `feast teardown`, Feast automatically cleans up OpenLineage data for the project's namespace (if the consumer is configured).
 
 ```bash
-# Tears down the Feast project AND its OpenLineage lineage
 feast teardown
 ```
 
-### Per-Run Lineage (Run History)
+### Separate Lineage Server Deployment
+
+For production environments requiring independent scaling of the lineage subsystem,
+the OpenLineage consumer can be deployed as a **dedicated server**, separate from the
+Feast registry and UI services.
 
-The consumer tracks individual pipeline runs in the `openlineage_runs` table. When you click on a **job node** in the OpenLineage Graph, the detail panel shows a **Run History** section with:
+#### When to Use Standalone vs Embedded
 
-- A table of past runs: truncated run ID, status badge (COMPLETE, FAIL, RUNNING, ABORT), start time, and duration
-- Click any run to expand its **inputs and outputs** — the specific datasets that run consumed and produced
+| Consideration | Embedded (default) | Standalone (`lineageServer`) |
+|---------------|-------------------|------------------------------|
+| **Deployment simplicity** | Single process, no extra resources | Separate Deployment + Service |
+| **Lineage ingestion volume** | Low-to-moderate (< 100 events/min) | High-volume multi-producer environments |
+| **Resource isolation** | Shares CPU/memory with registry | Independent scaling and resource limits |
+| **Registry impact** | Heavy ingestion may affect registry latency | No impact on core Feast operations |
+| **Retention pruning** | Runs in registry process | Runs exclusively in standalone server |
+| **Recommended for** | Development, single-team setups | Production, multi-team or cross-platform lineage |
 
-#### Run History API
+**Performance note:** In embedded mode, the lineage consumer shares database connections
+and compute resources with the Feast registry. If multiple external producers (Spark,
+Airflow, dbt) submit high-volume lineage events concurrently, this may increase registry
+response times. For such environments, use the standalone deployment to isolate lineage
+processing from core Feast operations.
+
+#### Standalone CLI
+
+Run the lineage consumer as a standalone process:
 
 ```bash
-# List runs for a specific job
-curl "http://localhost:8080/api/v1/lineage/openlineage/runs?job_namespace=spark://emr-cluster&job_name=feature_engineering"
+feast serve_lineage --host 0.0.0.0 --port 6580
+```
 
-# Get a single run with its I/O datasets
-curl "http://localhost:8080/api/v1/lineage/openlineage/runs/{run_id}"
+This starts a dedicated server with only the OpenLineage consumer endpoints, independent
+of the registry and UI services. It reads `feature_store.yaml` for the `openlineage.consumer`
+configuration and optionally connects to the registry for RBAC enforcement when authorization
+is configured.
+
+#### Operator CRD
+
+When deploying with the Feast Operator, add `lineageServer` to the consumer config
+to create a separate Kubernetes Deployment:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-feast
+spec:
+  feastProject: my_project
+  services:
+    registry:
+      local:
+        persistence:
+          store:
+            type: sql
+            secretRef:
+              name: registry-db-secret
+  openlineage:
+    enabled: true
+    consumer:
+      enabled: true
+      storeType: sql
+      lineageServer:
+        replicas: 2
+        server:
+          resources:
+            requests:
+              cpu: "250m"
+              memory: "256Mi"
+```
+
+When `lineageServer` is configured:
+
+1. **Separate Deployment**: The operator creates a `feast-<name>-lineage` Deployment
+   running `feast serve_lineage`, with its own Service on port 6580.
+2. **Auto-transport**: The producer `transport_url` on the main Feast Deployment is
+   automatically configured to point to the lineage Service
+   (`http://feast-<name>-lineage.<namespace>.svc.cluster.local:6580`).
+3. **Full API on both**: Both the UI/registry server and the lineage server expose
+   the complete consumer API (read and write). They share the same SQL database,
+   so there is no conflict. The retention background task runs only on the
+   standalone lineage server.
+4. **Database**: The lineage server uses the consumer's `connectionStringSecretRef`
+   if provided, otherwise falls back to the SQL registry database.
+5. **RBAC**: When authz is configured in the CR, the lineage server connects to the
+   registry Service as a remote client for permission checks.
+
+#### Manual configuration
+
+For non-operator deployments, set `standalone_server: true` in the consumer configuration
+to delegate the retention background task to the standalone lineage server:
+
+```yaml
+# Main server feature_store.yaml
+openlineage:
+  enabled: true
+  transport_type: http
+  transport_url: http://lineage-server:6580
+  transport_endpoint: api/v1/lineage
+  consumer:
+    enabled: true
+    standalone_server: true  # delegates retention task to standalone server
+```
+
+```yaml
+# Lineage server feature_store.yaml
+project: my_project
+openlineage:
+  enabled: true
+  consumer:
+    enabled: true
+    connection_string: postgresql://host/lineage_db
 ```
 
-The run detail response includes `inputs` and `outputs` arrays, each containing the dataset namespace, name, and any I/O facets recorded by the producer.
+### API Contract
+
+The Feast OpenLineage consumer exposes two categories of API endpoints:
+
+1. **OpenLineage-standard ingest endpoints** — compliant with the [OpenLineage HTTP API spec (v2.0.2)](https://openlineage.io/apidocs/openapi/)
+2. **Feast-specific query and admin endpoints** — for lineage visualization, retention management, and data administration
+
+#### OpenLineage-Standard Endpoints (Ingest)
+
+These endpoints are fully compatible with any OpenLineage producer (Spark, Airflow, dbt, Flink, etc.) using the standard HTTP transport.
+
+| Method | Path | Description | Spec Reference |
+|--------|------|-------------|----------------|
+| `POST` | `/api/v1/lineage` | Receive a single `RunEvent`, `DatasetEvent`, or `JobEvent` | [OpenLineage spec `POST /lineage`](https://openlineage.io/apidocs/openapi/) |
+| `POST` | `/api/v1/lineage/batch` | Receive an array of events in a single request | [OpenLineage spec `POST /lineage/batch`](https://openlineage.io/apidocs/openapi/) |
+
+**Authentication:** API key via `X-API-Key` header or `Authorization: Bearer <key>` header.
+- **Required** for: ingest endpoints (`POST /lineage`, `POST /lineage/batch`), admin endpoints (`POST .../retention/prune`, `DELETE .../reset`)
+- **Not required** for: read-only query endpoints (graph, catalog, events, runs)
+- When `consumer.api_key` is not configured, all endpoints are open.
+
+Matches the OpenLineage Python client's `api_key` auth type.
+
+**Request body:** `application/json` — accepts the standard OpenLineage event schema including all facets.
+
+**Response codes:**
+
+| Code | Meaning |
+|------|---------|
+| `201` | Single event accepted |
+| `200` | Batch processed with summary (`{status, summary: {received, successful, failed}}`) |
+| `204` | Batch processed silently (all events succeeded) |
+| `207` | Batch partially succeeded (summary includes failure count) |
+| `400` | Invalid JSON or unexpected body format |
+| `401` | API key required but missing or invalid |
+
+**Producer configuration example** (any OpenLineage producer):
+
+```yaml
+# OpenLineage Python client / Spark / Airflow config
+transport:
+  type: http
+  url: http://feast-server:8888
+  endpoint: api/v1/lineage
+  auth:
+    type: api_key
+    apiKey: your-consumer-api-key
+```
+
+#### Feast-Specific Endpoints (Query & Admin)
+
+These endpoints power the Feast lineage UI and are available for custom integrations.
+They are not part of the OpenLineage spec — every consumer (Marquez, DataHub, Atlan)
+defines its own query API.
+
+**Lineage Graph:**
+
+| Method | Path | Description |
+|--------|------|-------------|
+| `GET` | `/api/v1/lineage/openlineage/graph` | Full lineage graph (nodes + edges + symlinks), with optional `?namespace=` and `?limit=`/`?offset=` |
+| `GET` | `/api/v1/lineage/openlineage/graph/{node_type}/{namespace}/{name}` | Subgraph around a specific node, with `?depth=` and `?direction=` (upstream/downstream/both) |
+
+**Catalog:**
+
+| Method | Path | Description |
+|--------|------|-------------|
+| `GET` | `/api/v1/lineage/openlineage/namespaces` | List all known namespaces |
+| `GET` | `/api/v1/lineage/openlineage/jobs` | List all jobs across producers |
+| `GET` | `/api/v1/lineage/openlineage/datasets` | List all datasets across producers |
+
+**Events & Runs:**
+
+| Method | Path | Description |
+|--------|------|-------------|
+| `GET` | `/api/v1/lineage/openlineage/events` | List events with `?namespace=`, `?job_name=`, `?limit=`, `?offset=` |
+| `GET` | `/api/v1/lineage/openlineage/runs` | List runs with `?job_namespace=`, `?job_name=`, `?limit=`, `?offset=` |
+| `GET` | `/api/v1/lineage/openlineage/runs/{run_id}` | Single run detail with input/output datasets |
+
+**Retention & Admin:**
+
+| Method | Path | Description |
+|--------|------|-------------|
+| `GET` | `/api/v1/lineage/openlineage/retention` | Current retention config and storage stats |
+| `POST` | `/api/v1/lineage/openlineage/retention/prune` | Manually trigger retention pruning (requires API key) |
+| `DELETE` | `/api/v1/lineage/openlineage/reset` | Purge all or namespace-specific lineage data (requires API key) |
+
+**RBAC filtering:** All query endpoints automatically filter results by the calling user's
+permitted namespaces when Feast authz is configured. The `namespace_mapping` config maps
+external producer namespaces to Feast projects for access control.
+
+#### API Availability in Deployment Modes
+
+| Deployment Mode | Ingest Endpoints | Query Endpoints | Retention Task |
+|-----------------|-----------------|-----------------|----------------|
+| **Embedded** (consumer in UI/registry server) | Available | Available | Runs here |
+| **Standalone** (separate lineage server) | Available on both servers | Available on both servers | Runs on lineage server only |
+
+Both servers share the same SQL database, so all endpoints are fully functional on either server.
+The standalone lineage server exclusively owns the background retention pruning task to avoid duplicate work.
 
 ### Database Schema
 
-The consumer creates the following tables (automatically on first startup):
+The consumer creates the following tables automatically during initial startup:
 
 | Table | Purpose |
 |-------|---------|
 | `openlineage_events` | Raw event storage with JSON payloads |
 | `openlineage_jobs` | Deduplicated job records with producer, description, and facets |
-| `openlineage_datasets` | Deduplicated dataset records with schema, facets, and Feast mapping |
+| `openlineage_datasets` | Deduplicated dataset records with schema, facets, and Feast object mapping |
 | `openlineage_runs` | Run lifecycle tracking (START/COMPLETE/FAIL) |
 | `openlineage_run_io` | Input/output relationships between runs and datasets |
 | `openlineage_lineage_edges` | Materialized lineage graph edges for efficient traversal |
 | `openlineage_dataset_symlinks` | Cross-producer dataset linking via `SymlinksDatasetFacet` and `dataSource` URI matching |
 
-By default these tables are created in the **same database** as the SQL registry (hybrid storage). Set `consumer.connection_string` to store them in a separate database instead.
+By default these tables are created in the **same database** as the SQL registry. Set `consumer.connection_string` to use a separate database.
diff --git a/docs/reference/registries/remote.md b/docs/reference/registries/remote.md
index 64055304283..55d17f7f55b 100644
--- a/docs/reference/registries/remote.md
+++ b/docs/reference/registries/remote.md
@@ -4,6 +4,16 @@
 
 The Remote Registry is a gRPC client for the registry that implements the `RemoteRegistry` class using the existing `BaseRegistry` interface.
 
+## Installing the client dependency
+
+The remote registry client requires `grpcio`. Install the dedicated client extra before using `registry_type: remote`:
+
+```bash
+pip install "feast[remote]"
+```
+
+The existing `grpcio` extra remains available when running the registry server and includes its reflection and health-checking dependencies.
+
 ## How to configure the client
 
 User needs to create a client side `feature_store.yaml` file, set the `registry_type` to `remote` and provide the server connection configuration.
diff --git a/docs/reference/registries/sql.md b/docs/reference/registries/sql.md
index 8b4ff19ab11..e8d1bcef17a 100644
--- a/docs/reference/registries/sql.md
+++ b/docs/reference/registries/sql.md
@@ -80,9 +80,36 @@ docker build \
 If you are running Feast in Kubernetes, set the `image.repository` and
 `imagePullSecrets` Helm values accordingly to utilize your custom image.
 
+## Schema management (`schema_mode`)
+
+By default, the SQL registry creates its tables on every startup (`schema_mode: auto`). In production environments where the application should not have DDL privileges, you can pre-create the schema and configure the registry to only verify it:
+
+```yaml
+registry:
+    registry_type: sql
+    path: postgresql://db:5432/feast
+    schema_mode: verify   # or "skip"
+```
+
+| Value | Behavior |
+|---|---|
+| `auto` (default) | Creates tables if they don't exist. Current behavior, no breaking change. |
+| `verify` | Skips DDL. Checks that all expected tables exist on startup; raises an error listing missing tables if any are absent. When a separate `read_path` is configured, the read replica is also verified — a lagging replica (e.g. mid-migration) will block startup. Note: this is a table-level check only — it does not verify individual columns. A schema created by an older Feast version (missing newer columns) will pass verification but may fail at query time. |
+| `skip` | Skips both creation and verification. Use when schema is managed entirely outside Feast (e.g. by a migration tool). |
+
+### Pre-creating the schema
+
+When using `verify` or `skip` mode, run the following CLI command with a user that has DDL privileges to create the schema before starting the application:
+
+```shell
+feast registry create-schema
+```
+
+This reads `feature_store.yaml`, connects to the configured database, and creates all required tables. It is safe to run multiple times — existing tables are not modified.
+
 There are some things to note about how the SQL registry works:
-- Once instantiated, the Registry ensures the tables needed to store data exist, and creates them if they do not.
-- Upon tearing down the feast project, the registry ensures that the tables are dropped from the database.
+- When `schema_mode` is `auto` (the default), the Registry ensures the tables needed to store data exist, and creates them if they do not.
+- Upon tearing down the feast project, the registry deletes all rows from the registry tables (it does not drop the tables themselves). This runs regardless of `schema_mode` and requires only DML (`DELETE`) privileges, not DDL.
 - The schema for how data is laid out in tables can be found in the table definitions in [`sdk/python/feast/infra/registry/sql.py`](https://github.com/feast-dev/feast/blob/master/sdk/python/feast/infra/registry/sql.py). It is intentionally simple, storing the serialized protobuf versions of each Feast object keyed by its name.
 
 ## MySQL: serialized-proto columns use `LONGBLOB`
diff --git a/infra/charts/feast-feature-server/Chart.yaml b/infra/charts/feast-feature-server/Chart.yaml
index f77f882a9d2..1e8b867753f 100644
--- a/infra/charts/feast-feature-server/Chart.yaml
+++ b/infra/charts/feast-feature-server/Chart.yaml
@@ -2,7 +2,7 @@ apiVersion: v2
 name: feast-feature-server
 description: Feast Feature Server in Go or Python
 type: application
-version: 0.65.0
+version: 0.66.0
 keywords:
   - machine learning
   - big data
diff --git a/infra/charts/feast-feature-server/README.md b/infra/charts/feast-feature-server/README.md
index cd8cc475031..d8e96d5784b 100644
--- a/infra/charts/feast-feature-server/README.md
+++ b/infra/charts/feast-feature-server/README.md
@@ -1,6 +1,6 @@
 # Feast Python / Go Feature Server Helm Charts
 
-Current chart version is `0.65.0`
+Current chart version is `0.66.0`
 
 ## Installation
 
@@ -42,7 +42,7 @@ See [here](https://github.com/feast-dev/feast/tree/master/examples/python-helm-d
 | fullnameOverride | string | `""` |  |
 | image.pullPolicy | string | `"IfNotPresent"` |  |
 | image.repository | string | `"quay.io/feastdev/feature-server"` | Docker image for Feature Server repository |
-| image.tag | string | `"0.65.0"` | The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms) |
+| image.tag | string | `"0.66.0"` | The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms) |
 | imagePullSecrets | list | `[]` |  |
 | livenessProbe.initialDelaySeconds | int | `30` |  |
 | livenessProbe.periodSeconds | int | `30` |  |
diff --git a/infra/charts/feast-feature-server/values.yaml b/infra/charts/feast-feature-server/values.yaml
index f2bc97d7a2b..3a098796106 100644
--- a/infra/charts/feast-feature-server/values.yaml
+++ b/infra/charts/feast-feature-server/values.yaml
@@ -9,7 +9,7 @@ image:
   repository: quay.io/feastdev/feature-server
   pullPolicy: IfNotPresent
   # image.tag -- The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms)
-  tag: 0.65.0
+  tag: 0.66.0
 
 logLevel: "WARNING"  # Set log level DEBUG, INFO, WARNING, ERROR, and CRITICAL (case-insensitive)
 
diff --git a/infra/charts/feast/Chart.yaml b/infra/charts/feast/Chart.yaml
index dc49ff3fb2f..a52701eb446 100644
--- a/infra/charts/feast/Chart.yaml
+++ b/infra/charts/feast/Chart.yaml
@@ -1,7 +1,7 @@
 apiVersion: v1
 description: Feature store for machine learning
 name: feast
-version: 0.65.0
+version: 0.66.0
 keywords:
   - machine learning
   - big data
diff --git a/infra/charts/feast/README.md b/infra/charts/feast/README.md
index 2a288bb48aa..7fae73eaece 100644
--- a/infra/charts/feast/README.md
+++ b/infra/charts/feast/README.md
@@ -8,7 +8,7 @@ This repo contains Helm charts for Feast Java components that are being installe
    
 ## Chart: Feast
 
-Feature store for machine learning Current chart version is `0.65.0`
+Feature store for machine learning Current chart version is `0.66.0`
 
 ## Installation
 
@@ -65,8 +65,8 @@ See [here](https://github.com/feast-dev/feast/tree/master/examples/java-demo) fo
 | Repository | Name | Version |
 |------------|------|---------|
 | https://charts.helm.sh/stable | redis | 10.5.6 |
-| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.65.0 |
-| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.65.0 |
+| https://feast-helm-charts.storage.googleapis.com | feature-server(feature-server) | 0.66.0 |
+| https://feast-helm-charts.storage.googleapis.com | transformation-service(transformation-service) | 0.66.0 |
 
 ## Values
 
diff --git a/infra/charts/feast/charts/feature-server/Chart.yaml b/infra/charts/feast/charts/feature-server/Chart.yaml
index b20c1778a18..7a006c3637b 100644
--- a/infra/charts/feast/charts/feature-server/Chart.yaml
+++ b/infra/charts/feast/charts/feature-server/Chart.yaml
@@ -1,8 +1,8 @@
 apiVersion: v1
 description: "Feast Feature Server: Online feature serving service for Feast"
 name: feature-server
-version: 0.65.0
-appVersion: v0.65.0
+version: 0.66.0
+appVersion: v0.66.0
 keywords:
 - machine learning
 - big data
diff --git a/infra/charts/feast/charts/feature-server/README.md b/infra/charts/feast/charts/feature-server/README.md
index 571449d9009..90d3e8fc5a8 100644
--- a/infra/charts/feast/charts/feature-server/README.md
+++ b/infra/charts/feast/charts/feature-server/README.md
@@ -1,6 +1,6 @@
 # feature-server
 
-![Version: 0.65.0](https://img.shields.io/badge/Version-0.65.0-informational?style=flat-square) ![AppVersion: v0.65.0](https://img.shields.io/badge/AppVersion-v0.65.0-informational?style=flat-square)
+![Version: 0.66.0](https://img.shields.io/badge/Version-0.66.0-informational?style=flat-square) ![AppVersion: v0.66.0](https://img.shields.io/badge/AppVersion-v0.66.0-informational?style=flat-square)
 
 Feast Feature Server: Online feature serving service for Feast
 
@@ -17,7 +17,7 @@ Feast Feature Server: Online feature serving service for Feast
 | envOverrides | object | `{}` | Extra environment variables to set |
 | image.pullPolicy | string | `"IfNotPresent"` | Image pull policy |
 | image.repository | string | `"quay.io/feastdev/feature-server-java"` | Docker image for Feature Server repository |
-| image.tag | string | `"0.65.0"` | Image tag |
+| image.tag | string | `"0.66.0"` | Image tag |
 | ingress.grpc.annotations | object | `{}` | Extra annotations for the ingress |
 | ingress.grpc.auth.enabled | bool | `false` | Flag to enable auth |
 | ingress.grpc.class | string | `"nginx"` | Which ingress controller to use |
diff --git a/infra/charts/feast/charts/feature-server/values.yaml b/infra/charts/feast/charts/feature-server/values.yaml
index 3367dd665fa..b3192f658c1 100644
--- a/infra/charts/feast/charts/feature-server/values.yaml
+++ b/infra/charts/feast/charts/feature-server/values.yaml
@@ -5,7 +5,7 @@ image:
   # image.repository -- Docker image for Feature Server repository
   repository: quay.io/feastdev/feature-server-java
   # image.tag -- Image tag
-  tag: 0.65.0
+  tag: 0.66.0
   # image.pullPolicy -- Image pull policy
   pullPolicy: IfNotPresent
 
diff --git a/infra/charts/feast/charts/transformation-service/Chart.yaml b/infra/charts/feast/charts/transformation-service/Chart.yaml
index 9dbc3f73cb4..1a3776c1c27 100644
--- a/infra/charts/feast/charts/transformation-service/Chart.yaml
+++ b/infra/charts/feast/charts/transformation-service/Chart.yaml
@@ -1,8 +1,8 @@
 apiVersion: v1
 description: "Transformation service: to compute on-demand features"
 name: transformation-service
-version: 0.65.0
-appVersion: v0.65.0
+version: 0.66.0
+appVersion: v0.66.0
 keywords:
 - machine learning
 - big data
diff --git a/infra/charts/feast/charts/transformation-service/README.md b/infra/charts/feast/charts/transformation-service/README.md
index ad1dd75cd65..1fd2b069913 100644
--- a/infra/charts/feast/charts/transformation-service/README.md
+++ b/infra/charts/feast/charts/transformation-service/README.md
@@ -1,6 +1,6 @@
 # transformation-service
 
-![Version: 0.65.0](https://img.shields.io/badge/Version-0.65.0-informational?style=flat-square) ![AppVersion: v0.65.0](https://img.shields.io/badge/AppVersion-v0.65.0-informational?style=flat-square)
+![Version: 0.66.0](https://img.shields.io/badge/Version-0.66.0-informational?style=flat-square) ![AppVersion: v0.66.0](https://img.shields.io/badge/AppVersion-v0.66.0-informational?style=flat-square)
 
 Transformation service: to compute on-demand features
 
@@ -13,7 +13,7 @@ Transformation service: to compute on-demand features
 | envOverrides | object | `{}` | Extra environment variables to set |
 | image.pullPolicy | string | `"IfNotPresent"` | Image pull policy |
 | image.repository | string | `"quay.io/feastdev/feature-transformation-server"` | Docker image for Transformation Server repository |
-| image.tag | string | `"0.65.0"` | Image tag |
+| image.tag | string | `"0.66.0"` | Image tag |
 | nodeSelector | object | `{}` | Node labels for pod assignment |
 | podLabels | object | `{}` | Labels to be added to Feast Serving pods |
 | replicaCount | int | `1` | Number of pods that will be created |
diff --git a/infra/charts/feast/charts/transformation-service/values.yaml b/infra/charts/feast/charts/transformation-service/values.yaml
index 266cd4b48aa..587b7418c3f 100644
--- a/infra/charts/feast/charts/transformation-service/values.yaml
+++ b/infra/charts/feast/charts/transformation-service/values.yaml
@@ -5,7 +5,7 @@ image:
   # image.repository -- Docker image for Transformation Server repository
   repository: quay.io/feastdev/feature-transformation-server
   # image.tag -- Image tag
-  tag: 0.65.0
+  tag: 0.66.0
   # image.pullPolicy -- Image pull policy
   pullPolicy: IfNotPresent
 
diff --git a/infra/charts/feast/requirements.yaml b/infra/charts/feast/requirements.yaml
index 3f29ad7dfdc..a1a938af675 100644
--- a/infra/charts/feast/requirements.yaml
+++ b/infra/charts/feast/requirements.yaml
@@ -1,12 +1,12 @@
 dependencies:
 - name: feature-server
   alias: feature-server
-  version: 0.65.0
+  version: 0.66.0
   condition: feature-server.enabled
   repository: https://feast-helm-charts.storage.googleapis.com
 - name: transformation-service
   alias: transformation-service
-  version: 0.65.0
+  version: 0.66.0
   condition: transformation-service.enabled
   repository: https://feast-helm-charts.storage.googleapis.com
 - name: redis
diff --git a/infra/feast-operator/Dockerfile b/infra/feast-operator/Dockerfile
index 811c4d31c84..a7ad3fa044d 100644
--- a/infra/feast-operator/Dockerfile
+++ b/infra/feast-operator/Dockerfile
@@ -12,7 +12,7 @@ COPY --chown=1001:0 go.sum go.sum
 RUN go mod download
 
 # Copy the go source
-COPY --chown=1001:0 cmd/main.go cmd/main.go
+COPY --chown=1001:0 cmd/ cmd/
 COPY --chown=1001:0 api/ api/
 COPY --chown=1001:0 internal/controller/ internal/controller/
 
@@ -21,7 +21,7 @@ COPY --chown=1001:0 internal/controller/ internal/controller/
 # was called. For example, if we call make docker-build in a local env which has the Apple Silicon M1 SO
 # the docker BUILDPLATFORM arg will be linux/arm64 when for Apple x86 it will be linux/amd64. Therefore,
 # by leaving it empty we can ensure that the container and binary shipped on it will have the same platform.
-RUN CGO_ENABLED=0 GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH} go build -a -o manager cmd/main.go
+RUN CGO_ENABLED=0 GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH} go build -a -o manager ./cmd/
 
 FROM registry.access.redhat.com/ubi9/ubi-minimal:9.8
 WORKDIR /
diff --git a/infra/feast-operator/Makefile b/infra/feast-operator/Makefile
index b70608a389e..b0ee1fd1c04 100644
--- a/infra/feast-operator/Makefile
+++ b/infra/feast-operator/Makefile
@@ -3,7 +3,7 @@
 # To re-generate a bundle for another specific version without changing the standard setup, you can:
 # - use the VERSION as arg of the bundle target (e.g make bundle VERSION=0.0.2)
 # - use environment variables to overwrite this value (e.g export VERSION=0.0.2)
-VERSION ?= 0.65.0
+VERSION ?= 0.66.0
 
 # CHANNELS define the bundle channels used in the bundle.
 # Add a new line here if you would like to change its default config. (E.g CHANNELS = "candidate,fast,stable")
diff --git a/infra/feast-operator/README.md b/infra/feast-operator/README.md
index c639be54fde..f879dff1cc1 100644
--- a/infra/feast-operator/README.md
+++ b/infra/feast-operator/README.md
@@ -7,7 +7,7 @@ This is a K8s Operator that can be used to deploy and manage **Feast**, an open
 
 | Guide | Topic |
 |-------|-------|
-| [1 — Project Provisioning](https://docs.feast.dev/how-to-guides/feast-operator/01-project-provisioning) | `feastProjectDir`: git clone vs `feast init` templates |
+| [1 — Project Provisioning](https://docs.feast.dev/how-to-guides/feast-operator/01-project-provisioning) | `feastProjectDir`: git clone, `feast init`, or a repository packaged in an image |
 | [2 — Persistence](https://docs.feast.dev/how-to-guides/feast-operator/02-persistence) | File (path + PVC) vs DB store for offline/online/registry; Secret format |
 | [3 — Serving & Observability](https://docs.feast.dev/how-to-guides/feast-operator/03-serving-and-observability) | Workers, log level, Prometheus metrics, offline push batching, MCP |
 | [4 — Registry Topology](https://docs.feast.dev/how-to-guides/feast-operator/04-registry-topology) | Local, remote, cross-namespace `feastRef` |
diff --git a/infra/feast-operator/api/feastversion/version.go b/infra/feast-operator/api/feastversion/version.go
index deabd34ac38..89dec6ca7fa 100644
--- a/infra/feast-operator/api/feastversion/version.go
+++ b/infra/feast-operator/api/feastversion/version.go
@@ -17,4 +17,4 @@ limitations under the License.
 package feastversion
 
 // Feast release version. Keep on line #20, this is critical to release CI
-const FeastVersion = "0.65.0"
+const FeastVersion = "0.66.0"
diff --git a/infra/feast-operator/api/v1/featurestore_types.go b/infra/feast-operator/api/v1/featurestore_types.go
index 271ae1fe6b1..dd41feaf51a 100644
--- a/infra/feast-operator/api/v1/featurestore_types.go
+++ b/infra/feast-operator/api/v1/featurestore_types.go
@@ -37,6 +37,7 @@ const (
 	OnlineStoreReadyType   = "OnlineStore"
 	RegistryReadyType      = "Registry"
 	UIReadyType            = "UI"
+	LineageReadyType       = "Lineage"
 	ReadyType              = "FeatureStore"
 	AuthorizationReadyType = "Authorization"
 	CronJobReadyType       = "CronJob"
@@ -49,6 +50,7 @@ const (
 	OnlineStoreFailedReason      = "OnlineStoreDeploymentFailed"
 	RegistryFailedReason         = "RegistryDeploymentFailed"
 	UIFailedReason               = "UIDeploymentFailed"
+	LineageFailedReason          = "LineageDeploymentFailed"
 	ClientFailedReason           = "ClientDeploymentFailed"
 	CronJobFailedReason          = "CronJobDeploymentFailed"
 	KubernetesAuthzFailedReason  = "KubernetesAuthorizationDeploymentFailed"
@@ -60,6 +62,7 @@ const (
 	OnlineStoreReadyMessage       = "Online Store installation complete"
 	RegistryReadyMessage          = "Registry installation complete"
 	UIReadyMessage                = "UI installation complete"
+	LineageReadyMessage           = "Lineage server installation complete"
 	ClientReadyMessage            = "Client installation complete"
 	CronJobReadyMessage           = "CronJob installation complete"
 	KubernetesAuthzReadyMessage   = "Kubernetes authorization installation complete"
@@ -93,7 +96,7 @@ type OpenLineageConfig struct {
 	// +kubebuilder:validation:Enum=http;console;file;kafka
 	// +optional
 	TransportType *string `json:"transportType,omitempty"`
-	// URL for HTTP transport (e.g. http://marquez:5000). Required when transportType is "http".
+	// URL for HTTP transport (e.g. http://feast-example-lineage:6580). Required when transportType is "http".
 	// +optional
 	TransportUrl *string `json:"transportUrl,omitempty"`
 	// API endpoint path appended to transportUrl. Defaults to "api/v1/lineage".
@@ -140,6 +143,88 @@ type OpenLineageConsumerConfig struct {
 	// RBAC-based filtering of lineage data in the UI.
 	// +optional
 	NamespaceMapping map[string]string `json:"namespaceMapping,omitempty"`
+	// RetentionDays is the number of days to retain OpenLineage events and runs.
+	// Events older than this are automatically pruned. Set to 0 to disable pruning.
+	// +kubebuilder:default=30
+	// +kubebuilder:validation:Minimum=0
+	// +optional
+	RetentionDays *int32 `json:"retentionDays,omitempty"`
+	// RetentionCheckIntervalHours is how often the background pruning task runs, in hours.
+	// +kubebuilder:default=6
+	// +kubebuilder:validation:Minimum=1
+	// +optional
+	RetentionCheckIntervalHours *int32 `json:"retentionCheckIntervalHours,omitempty"`
+	// LineageServer enables a separate Deployment for the OpenLineage consumer.
+	// When set, the consumer is removed from the UI/registry Pod and runs
+	// independently with its own scaling. The Feast producer transport is
+	// auto-configured to send events to the lineage Service.
+	// +optional
+	LineageServer *LineageServerConfig `json:"lineageServer,omitempty"`
+}
+
+// LineageServerConfig defines the separate lineage server Deployment.
+type LineageServerConfig struct {
+	// Server configuration (image, resources, env, TLS, etc.).
+	// +optional
+	Server *ServerConfigs `json:"server,omitempty"`
+	// Replicas for the lineage Deployment. Default 1.
+	// +kubebuilder:default=1
+	// +kubebuilder:validation:Minimum=1
+	// +optional
+	Replicas *int32 `json:"replicas,omitempty"`
+}
+
+// MlflowConfig enables MLflow experiment tracking integration for Feast.
+// When enabled, feature retrieval metadata is automatically logged to MLflow runs
+// and the Feast UI displays lineage from feature views to registered models.
+// +kubebuilder:validation:XValidation:rule="!has(self.extraConfig) || !('enabled' in self.extraConfig) && !('tracking_uri' in self.extraConfig) && !('ui_url' in self.extraConfig) && !('tracking_auth' in self.extraConfig) && !('auto_log' in self.extraConfig) && !('auto_log_entity_df' in self.extraConfig) && !('entity_df_max_rows' in self.extraConfig) && !('log_operations' in self.extraConfig) && !('ops_experiment_suffix' in self.extraConfig)",message="extraConfig must not contain keys that duplicate typed fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log, auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix); use the corresponding spec fields instead."
+type MlflowConfig struct {
+	// Enable MLflow integration.
+	Enabled bool `json:"enabled"`
+	// MLflow tracking server URI. When omitted, the operator auto-discovers
+	// from the cluster MLflow CR (status.address.url). Falls back to
+	// MLFLOW_TRACKING_URI env var on pods.
+	// +optional
+	TrackingUri *string `json:"trackingUri,omitempty"`
+	// Browser-reachable MLflow UI URL used for hyperlinks in Feast UI lineage.
+	// When omitted, the operator auto-discovers from the MLflow CR status.url
+	// (the external gateway route). Falls back to MLFLOW_UI_URL env var, then
+	// to trackingUri. Only needed when the tracking URI is cluster-internal.
+	// +optional
+	UiUrl *string `json:"uiUrl,omitempty"`
+	// Automatically log feature metadata on every retrieval inside an active MLflow run.
+	// Defaults to true when enabled.
+	// +optional
+	AutoLog *bool `json:"autoLog,omitempty"`
+	// Save entity DataFrame as MLflow artifact on historical retrieval.
+	// Defaults to false.
+	// +optional
+	AutoLogEntityDf *bool `json:"autoLogEntityDf,omitempty"`
+	// Maximum number of entity DataFrame rows to save as an MLflow artifact.
+	// DataFrames exceeding this limit are skipped. Defaults to 100000.
+	// +kubebuilder:validation:Minimum=1
+	// +optional
+	EntityDfMaxRows *int32 `json:"entityDfMaxRows,omitempty"`
+	// Log feast apply and materialize operations to a separate MLflow experiment.
+	// Defaults to false.
+	// +optional
+	LogOperations *bool `json:"logOperations,omitempty"`
+	// Suffix appended to the project name for the operations experiment.
+	// Defaults to "-feast-ops".
+	// +optional
+	OpsExperimentSuffix *string `json:"opsExperimentSuffix,omitempty"`
+	// Authentication method used by Feast pods when calling the MLflow tracking
+	// server. Common values: "kubernetes-namespaced" (token-based, default on
+	// OpenShift AI), "basic", "bearer", or "" (no auth for local/dev).
+	// Defaults to "kubernetes-namespaced".
+	// +optional
+	TrackingAuth *string `json:"trackingAuth,omitempty"`
+	// ExtraConfig holds additional MLflow key-value settings written inline into
+	// the mlflow block of feature_store.yaml. Boolean and integer string values
+	// are coerced to native YAML types. Keys must be valid Feast MlflowConfig
+	// YAML field names.
+	// +optional
+	ExtraConfig map[string]string `json:"extraConfig,omitempty"`
 }
 
 // FeatureStoreSpec defines the desired state of FeatureStore
@@ -172,13 +257,31 @@ type FeatureStoreSpec struct {
 	// Written into feature_store.yaml for all service pods.
 	// +optional
 	OpenLineage *OpenLineageConfig `json:"openlineage,omitempty"`
+	// Mlflow enables MLflow experiment tracking integration for Feast.
+	// Written into feature_store.yaml for all service pods and the client ConfigMap.
+	// When omitted and a cluster MLflow instance is detected, defaults to enabled
+	// with the discovered tracking URI.
+	// +optional
+	Mlflow *MlflowConfig `json:"mlflow,omitempty"`
 }
 
 // FeastProjectDir defines how to create the feast project directory.
-// +kubebuilder:validation:XValidation:rule="[has(self.git), has(self.init)].exists_one(c, c)",message="One selection required between init or git."
+// +kubebuilder:validation:XValidation:rule="[has(self.git), has(self.init), has(self.packaged)].exists_one(c, c)",message="One selection required between init, git, or packaged."
 type FeastProjectDir struct {
-	Git  *GitCloneOptions  `json:"git,omitempty"`
-	Init *FeastInitOptions `json:"init,omitempty"`
+	Git      *GitCloneOptions      `json:"git,omitempty"`
+	Init     *FeastInitOptions     `json:"init,omitempty"`
+	Packaged *FeastPackagedOptions `json:"packaged,omitempty"`
+}
+
+// FeastPackagedOptions describes a feature repository packaged in a feature server image.
+// +kubebuilder:validation:XValidation:rule="self.featureRepoPath.startsWith('/') && self.featureRepoPath != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/') && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.') && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')",message="FeatureRepoPath must be a canonical absolute, non-root path without dot segments or repeated separators."
+type FeastPackagedOptions struct {
+	// Image containing the packaged feature repository. When set, this image is used by the
+	// repository initialization and feast apply containers and as the default service image.
+	// When omitted, the operator's configured feature server image is used.
+	Image string `json:"image,omitempty"`
+	// FeatureRepoPath is the canonical absolute path to the feature repository in the image.
+	FeatureRepoPath string `json:"featureRepoPath"`
 }
 
 // GitCloneOptions describes how a clone should be performed.
@@ -407,6 +510,10 @@ type FeatureStoreServices struct {
 	PodAnnotations map[string]string `json:"podAnnotations,omitempty"`
 	// Disable the 'feast repo initialization' initContainer
 	DisableInitContainers bool `json:"disableInitContainers,omitempty"`
+	// InitImage overrides the image for init containers (feast-init, feast-apply).
+	// Resolution order: InitImage → FeastProjectDir.Packaged.Image → RELATED_IMAGE_FEATURE_SERVER → DefaultImage.
+	// +optional
+	InitImage *string `json:"initImage,omitempty"`
 	// Runs feast apply on pod start to populate the registry. Defaults to true. Ignored when DisableInitContainers is true.
 	RunFeastApplyOnInit *bool `json:"runFeastApplyOnInit,omitempty"`
 	// Volumes specifies the volumes to mount in the FeatureStore deployment. A corresponding `VolumeMount` should be added to whichever feast service(s) require access to said volume(s).
@@ -512,7 +619,7 @@ var ValidOfflineStoreFilePersistenceTypes = []string{
 // OfflineStoreDBStorePersistence configures the DB store persistence for the offline store service
 type OfflineStoreDBStorePersistence struct {
 	// Type of the persistence type you want to use.
-	// +kubebuilder:validation:Enum=snowflake.offline;bigquery;redshift;spark;postgres;trino;athena;mssql;couchbase.offline;clickhouse;ray;oracle
+	// +kubebuilder:validation:Enum=snowflake.offline;bigquery;redshift;spark;postgres;trino;athena;mssql;couchbase.offline;clickhouse;ray;oracle;hybrid
 	Type string `json:"type"`
 	// Data store parameters should be placed as-is from the "feature_store.yaml" under the secret key. "registry_type" & "type" fields should be removed.
 	SecretRef corev1.LocalObjectReference `json:"secretRef"`
@@ -533,6 +640,7 @@ var ValidOfflineStoreDBStorePersistenceTypes = []string{
 	"clickhouse",
 	"ray",
 	"oracle",
+	"hybrid",
 }
 
 // OnlineStore configures the online store service
@@ -544,6 +652,11 @@ type OnlineStore struct {
 	// Controls metrics granularity, offline push batching, and MCP.
 	// +optional
 	Serving *ServingConfig `json:"serving,omitempty"`
+	// Disabled skips deploying the online store service entirely, including its
+	// serving pod and persistence. Omitting the online store block, or setting
+	// this to false, deploys the online store with defaults as before.
+	// +optional
+	Disabled bool `json:"disabled,omitempty"`
 }
 
 // ServingConfig configures the feature_server section of the generated feature_store.yaml.
@@ -868,10 +981,15 @@ type OptionalCtrConfigs struct {
 }
 
 // AuthzConfig defines the authorization settings for the deployed Feast services.
-// +kubebuilder:validation:XValidation:rule="[has(self.kubernetes), has(self.oidc)].exists_one(c, c)",message="One selection required between kubernetes or oidc."
+// +kubebuilder:validation:XValidation:rule="[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c, c)",message="One selection required between kubernetes, oidc, or noAuth."
 type AuthzConfig struct {
 	KubernetesAuthz *KubernetesAuthz `json:"kubernetes,omitempty"`
 	OidcAuthz       *OidcAuthz       `json:"oidc,omitempty"`
+	// NoAuth explicitly disables authentication and authorization.
+	// When set to true, Feast services run without any auth checks.
+	// Use only for development or testing environments.
+	// +optional
+	NoAuth *bool `json:"noAuth,omitempty"`
 }
 
 // KubernetesAuthz provides a way to define the authorization settings using Kubernetes RBAC resources.
@@ -908,6 +1026,17 @@ type OidcAuthz struct {
 	// ConfigMap with the CA certificate for self-signed OIDC providers. Auto-detected on RHOAI/ODH.
 	// +optional
 	CACertConfigMap *OidcCACertConfigMap `json:"caCertConfigMap,omitempty"`
+	// Seconds the servers reuse the provider's fetched JWK set before refetching. Defaults to 300.
+	// Also bounds how long a key the provider revoked keeps validating tokens, so lower it if the
+	// provider rotates or revokes aggressively, at the cost of more JWKS fetches.
+	// +optional
+	// +kubebuilder:validation:Minimum=1
+	JwksCacheLifespanSeconds *int32 `json:"jwksCacheLifespanSeconds,omitempty"`
+	// Seconds before a JWKS fetch times out. Defaults to 10. The fetch happens inline on the request
+	// path, so an unresponsive provider blocks serving for at most this long.
+	// +optional
+	// +kubebuilder:validation:Minimum=1
+	JwksRequestTimeoutSeconds *int32 `json:"jwksRequestTimeoutSeconds,omitempty"`
 }
 
 // OidcCACertConfigMap references a ConfigMap containing a CA certificate for OIDC provider TLS.
@@ -993,6 +1122,7 @@ type ServiceHostnames struct {
 	Registry     string `json:"registry,omitempty"`
 	RegistryRest string `json:"registryRest,omitempty"`
 	UI           string `json:"ui,omitempty"`
+	Lineage      string `json:"lineage,omitempty"`
 }
 
 // +kubebuilder:object:root=true
diff --git a/infra/feast-operator/api/v1/zz_generated.deepcopy.go b/infra/feast-operator/api/v1/zz_generated.deepcopy.go
index 2a6b6a69266..cd7afefb2c8 100644
--- a/infra/feast-operator/api/v1/zz_generated.deepcopy.go
+++ b/infra/feast-operator/api/v1/zz_generated.deepcopy.go
@@ -43,6 +43,11 @@ func (in *AuthzConfig) DeepCopyInto(out *AuthzConfig) {
 		*out = new(OidcAuthz)
 		(*in).DeepCopyInto(*out)
 	}
+	if in.NoAuth != nil {
+		in, out := &in.NoAuth, &out.NoAuth
+		*out = new(bool)
+		**out = **in
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AuthzConfig.
@@ -257,6 +262,21 @@ func (in *FeastInitOptions) DeepCopy() *FeastInitOptions {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FeastPackagedOptions) DeepCopyInto(out *FeastPackagedOptions) {
+	*out = *in
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeastPackagedOptions.
+func (in *FeastPackagedOptions) DeepCopy() *FeastPackagedOptions {
+	if in == nil {
+		return nil
+	}
+	out := new(FeastPackagedOptions)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *FeastProjectDir) DeepCopyInto(out *FeastProjectDir) {
 	*out = *in
@@ -270,6 +290,11 @@ func (in *FeastProjectDir) DeepCopyInto(out *FeastProjectDir) {
 		*out = new(FeastInitOptions)
 		**out = **in
 	}
+	if in.Packaged != nil {
+		in, out := &in.Packaged, &out.Packaged
+		*out = new(FeastPackagedOptions)
+		**out = **in
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeastProjectDir.
@@ -396,6 +421,11 @@ func (in *FeatureStoreServices) DeepCopyInto(out *FeatureStoreServices) {
 			(*out)[key] = val
 		}
 	}
+	if in.InitImage != nil {
+		in, out := &in.InitImage, &out.InitImage
+		*out = new(string)
+		**out = **in
+	}
 	if in.RunFeastApplyOnInit != nil {
 		in, out := &in.RunFeastApplyOnInit, &out.RunFeastApplyOnInit
 		*out = new(bool)
@@ -497,6 +527,11 @@ func (in *FeatureStoreSpec) DeepCopyInto(out *FeatureStoreSpec) {
 		*out = new(OpenLineageConfig)
 		(*in).DeepCopyInto(*out)
 	}
+	if in.Mlflow != nil {
+		in, out := &in.Mlflow, &out.Mlflow
+		*out = new(MlflowConfig)
+		(*in).DeepCopyInto(*out)
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureStoreSpec.
@@ -679,6 +714,31 @@ func (in *KubernetesAuthz) DeepCopy() *KubernetesAuthz {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *LineageServerConfig) DeepCopyInto(out *LineageServerConfig) {
+	*out = *in
+	if in.Server != nil {
+		in, out := &in.Server, &out.Server
+		*out = new(ServerConfigs)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.Replicas != nil {
+		in, out := &in.Replicas, &out.Replicas
+		*out = new(int32)
+		**out = **in
+	}
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LineageServerConfig.
+func (in *LineageServerConfig) DeepCopy() *LineageServerConfig {
+	if in == nil {
+		return nil
+	}
+	out := new(LineageServerConfig)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *LocalRegistryConfig) DeepCopyInto(out *LocalRegistryConfig) {
 	*out = *in
@@ -761,6 +821,68 @@ func (in *McpConfig) DeepCopy() *McpConfig {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *MlflowConfig) DeepCopyInto(out *MlflowConfig) {
+	*out = *in
+	if in.TrackingUri != nil {
+		in, out := &in.TrackingUri, &out.TrackingUri
+		*out = new(string)
+		**out = **in
+	}
+	if in.UiUrl != nil {
+		in, out := &in.UiUrl, &out.UiUrl
+		*out = new(string)
+		**out = **in
+	}
+	if in.AutoLog != nil {
+		in, out := &in.AutoLog, &out.AutoLog
+		*out = new(bool)
+		**out = **in
+	}
+	if in.AutoLogEntityDf != nil {
+		in, out := &in.AutoLogEntityDf, &out.AutoLogEntityDf
+		*out = new(bool)
+		**out = **in
+	}
+	if in.EntityDfMaxRows != nil {
+		in, out := &in.EntityDfMaxRows, &out.EntityDfMaxRows
+		*out = new(int32)
+		**out = **in
+	}
+	if in.LogOperations != nil {
+		in, out := &in.LogOperations, &out.LogOperations
+		*out = new(bool)
+		**out = **in
+	}
+	if in.OpsExperimentSuffix != nil {
+		in, out := &in.OpsExperimentSuffix, &out.OpsExperimentSuffix
+		*out = new(string)
+		**out = **in
+	}
+	if in.TrackingAuth != nil {
+		in, out := &in.TrackingAuth, &out.TrackingAuth
+		*out = new(string)
+		**out = **in
+	}
+	if in.ExtraConfig != nil {
+		in, out := &in.ExtraConfig, &out.ExtraConfig
+		*out = make(map[string]string, len(*in))
+		for key, val := range *in {
+			(*out)[key] = val
+		}
+	}
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MlflowConfig.
+func (in *MlflowConfig) DeepCopy() *MlflowConfig {
+	if in == nil {
+		return nil
+	}
+	out := new(MlflowConfig)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *OfflinePushBatchingConfig) DeepCopyInto(out *OfflinePushBatchingConfig) {
 	*out = *in
@@ -895,6 +1017,16 @@ func (in *OidcAuthz) DeepCopyInto(out *OidcAuthz) {
 		*out = new(OidcCACertConfigMap)
 		**out = **in
 	}
+	if in.JwksCacheLifespanSeconds != nil {
+		in, out := &in.JwksCacheLifespanSeconds, &out.JwksCacheLifespanSeconds
+		*out = new(int32)
+		**out = **in
+	}
+	if in.JwksRequestTimeoutSeconds != nil {
+		in, out := &in.JwksRequestTimeoutSeconds, &out.JwksRequestTimeoutSeconds
+		*out = new(int32)
+		**out = **in
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OidcAuthz.
@@ -1085,6 +1217,21 @@ func (in *OpenLineageConsumerConfig) DeepCopyInto(out *OpenLineageConsumerConfig
 			(*out)[key] = val
 		}
 	}
+	if in.RetentionDays != nil {
+		in, out := &in.RetentionDays, &out.RetentionDays
+		*out = new(int32)
+		**out = **in
+	}
+	if in.RetentionCheckIntervalHours != nil {
+		in, out := &in.RetentionCheckIntervalHours, &out.RetentionCheckIntervalHours
+		*out = new(int32)
+		**out = **in
+	}
+	if in.LineageServer != nil {
+		in, out := &in.LineageServer, &out.LineageServer
+		*out = new(LineageServerConfig)
+		(*in).DeepCopyInto(*out)
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OpenLineageConsumerConfig.
diff --git a/infra/feast-operator/api/v1alpha1/featurestore_types.go b/infra/feast-operator/api/v1alpha1/featurestore_types.go
index 11e201dd0d6..ed35e2b6c76 100644
--- a/infra/feast-operator/api/v1alpha1/featurestore_types.go
+++ b/infra/feast-operator/api/v1alpha1/featurestore_types.go
@@ -78,10 +78,22 @@ type FeatureStoreSpec struct {
 }
 
 // FeastProjectDir defines how to create the feast project directory.
-// +kubebuilder:validation:XValidation:rule="[has(self.git), has(self.init)].exists_one(c, c)",message="One selection required between init or git."
+// +kubebuilder:validation:XValidation:rule="[has(self.git), has(self.init), has(self.packaged)].exists_one(c, c)",message="One selection required between init, git, or packaged."
 type FeastProjectDir struct {
-	Git  *GitCloneOptions  `json:"git,omitempty"`
-	Init *FeastInitOptions `json:"init,omitempty"`
+	Git      *GitCloneOptions      `json:"git,omitempty"`
+	Init     *FeastInitOptions     `json:"init,omitempty"`
+	Packaged *FeastPackagedOptions `json:"packaged,omitempty"`
+}
+
+// FeastPackagedOptions describes a feature repository packaged in a feature server image.
+// +kubebuilder:validation:XValidation:rule="self.featureRepoPath.startsWith('/') && self.featureRepoPath != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/') && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.') && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')",message="FeatureRepoPath must be a canonical absolute, non-root path without dot segments or repeated separators."
+type FeastPackagedOptions struct {
+	// Image containing the packaged feature repository. When set, this image is used by the
+	// repository initialization and feast apply containers and as the default service image.
+	// When omitted, the operator's configured feature server image is used.
+	Image string `json:"image,omitempty"`
+	// FeatureRepoPath is the canonical absolute path to the feature repository in the image.
+	FeatureRepoPath string `json:"featureRepoPath"`
 }
 
 // GitCloneOptions describes how a clone should be performed.
@@ -325,7 +337,7 @@ var ValidOfflineStoreFilePersistenceTypes = []string{
 // OfflineStoreDBStorePersistence configures the DB store persistence for the offline store service
 type OfflineStoreDBStorePersistence struct {
 	// Type of the persistence type you want to use.
-	// +kubebuilder:validation:Enum=snowflake.offline;bigquery;redshift;spark;postgres;trino;athena;mssql;couchbase.offline;clickhouse;ray
+	// +kubebuilder:validation:Enum=snowflake.offline;bigquery;redshift;spark;postgres;trino;athena;mssql;couchbase.offline;clickhouse;ray;hybrid
 	Type string `json:"type"`
 	// Data store parameters should be placed as-is from the "feature_store.yaml" under the secret key. "registry_type" & "type" fields should be removed.
 	SecretRef corev1.LocalObjectReference `json:"secretRef"`
@@ -345,6 +357,7 @@ var ValidOfflineStoreDBStorePersistenceTypes = []string{
 	"couchbase.offline",
 	"clickhouse",
 	"ray",
+	"hybrid",
 }
 
 // OnlineStore configures the online store service
@@ -609,10 +622,15 @@ type OptionalCtrConfigs struct {
 }
 
 // AuthzConfig defines the authorization settings for the deployed Feast services.
-// +kubebuilder:validation:XValidation:rule="[has(self.kubernetes), has(self.oidc)].exists_one(c, c)",message="One selection required between kubernetes or oidc."
+// +kubebuilder:validation:XValidation:rule="[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c, c)",message="One selection required between kubernetes, oidc, or noAuth."
 type AuthzConfig struct {
 	KubernetesAuthz *KubernetesAuthz `json:"kubernetes,omitempty"`
 	OidcAuthz       *OidcAuthz       `json:"oidc,omitempty"`
+	// NoAuth explicitly disables authentication and authorization.
+	// When set to true, Feast services run without any auth checks.
+	// Use only for development or testing environments.
+	// +optional
+	NoAuth *bool `json:"noAuth,omitempty"`
 }
 
 // KubernetesAuthz provides a way to define the authorization settings using Kubernetes RBAC resources.
diff --git a/infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go b/infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go
index 4033c368c8b..2345d07533a 100644
--- a/infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go
+++ b/infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go
@@ -41,6 +41,11 @@ func (in *AuthzConfig) DeepCopyInto(out *AuthzConfig) {
 		*out = new(OidcAuthz)
 		**out = **in
 	}
+	if in.NoAuth != nil {
+		in, out := &in.NoAuth, &out.NoAuth
+		*out = new(bool)
+		**out = **in
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AuthzConfig.
@@ -183,6 +188,21 @@ func (in *FeastInitOptions) DeepCopy() *FeastInitOptions {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FeastPackagedOptions) DeepCopyInto(out *FeastPackagedOptions) {
+	*out = *in
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeastPackagedOptions.
+func (in *FeastPackagedOptions) DeepCopy() *FeastPackagedOptions {
+	if in == nil {
+		return nil
+	}
+	out := new(FeastPackagedOptions)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *FeastProjectDir) DeepCopyInto(out *FeastProjectDir) {
 	*out = *in
@@ -196,6 +216,11 @@ func (in *FeastProjectDir) DeepCopyInto(out *FeastProjectDir) {
 		*out = new(FeastInitOptions)
 		**out = **in
 	}
+	if in.Packaged != nil {
+		in, out := &in.Packaged, &out.Packaged
+		*out = new(FeastPackagedOptions)
+		**out = **in
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeastProjectDir.
diff --git a/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml b/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml
index 19af99046e9..d4795f3fb06 100644
--- a/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml
+++ b/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml
@@ -147,10 +147,10 @@ metadata:
         }
       ]
     capabilities: Basic Install
-    createdAt: "2026-07-20T13:27:58Z"
+    createdAt: "2026-08-21T03:30:58Z"
     operators.operatorframework.io/builder: operator-sdk-v1.41.0
     operators.operatorframework.io/project_layout: go.kubebuilder.io/v4
-  name: feast-operator.v0.65.0
+  name: feast-operator.v0.66.0
   namespace: placeholder
 spec:
   apiservicedefinitions: {}
@@ -307,6 +307,14 @@ spec:
           - get
           - patch
           - update
+        - apiGroups:
+          - mlflow.opendatahub.io
+          resources:
+          - mlflows
+          verbs:
+          - get
+          - list
+          - watch
         - apiGroups:
           - monitoring.coreos.com
           resources:
@@ -334,10 +342,36 @@ spec:
           - rbac.authorization.k8s.io
           resources:
           - clusterrolebindings
+          verbs:
+          - create
+          - delete
+          - get
+          - list
+          - update
+        - apiGroups:
+          - rbac.authorization.k8s.io
+          resources:
           - clusterroles
+          verbs:
+          - create
+          - get
+          - list
+        - apiGroups:
+          - rbac.authorization.k8s.io
+          resourceNames:
+          - feast-discover-namespaces
+          - feast-oidc-token-review
+          - feast-token-review-cluster-role
+          resources:
+          - clusterroles
+          verbs:
+          - delete
+          - update
+        - apiGroups:
+          - rbac.authorization.k8s.io
+          resources:
           - rolebindings
           - roles
-          - subjectaccessreviews
           verbs:
           - create
           - delete
@@ -407,13 +441,13 @@ spec:
                 - /manager
                 env:
                 - name: RELATED_IMAGE_FEATURE_SERVER
-                  value: quay.io/feastdev/feature-server:0.65.0
+                  value: quay.io/feastdev/feature-server:0.66.0
                 - name: RELATED_IMAGE_CRON_JOB
                   value: quay.io/openshift/origin-cli:4.17
                 - name: GOMEMLIMIT
                   value: 230MiB
                 - name: OIDC_ISSUER_URL
-                image: quay.io/feastdev/feast-operator:0.65.0
+                image: quay.io/feastdev/feast-operator:0.66.0
                 livenessProbe:
                   httpGet:
                     path: /healthz
@@ -503,8 +537,8 @@ spec:
     name: Feast Community
     url: https://lf-aidata.atlassian.net/wiki/spaces/FEAST/
   relatedImages:
-  - image: quay.io/feastdev/feature-server:0.65.0
+  - image: quay.io/feastdev/feature-server:0.66.0
     name: feature-server
   - image: quay.io/openshift/origin-cli:4.17
     name: cron-job
-  version: 0.65.0
+  version: 0.66.0
diff --git a/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml b/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml
index 338dc75bd63..858c11fbdd6 100644
--- a/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml
+++ b/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml
@@ -57,6 +57,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -81,6 +84,18 @@ spec:
                           to derive the discovery endpoint.
                         pattern: ^https://\S+$
                         type: string
+                      jwksCacheLifespanSeconds:
+                        description: Seconds the servers reuse the provider's fetched
+                          JWK set before refetching. Defaults to 300.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      jwksRequestTimeoutSeconds:
+                        description: Seconds before a JWKS fetch times out. Defaults
+                          to 10.
+                        format: int32
+                        minimum: 1
+                        type: integer
                       secretKeyName:
                         description: Key in the Secret containing all OIDC properties
                           as a YAML value. If unset, each key is a property.
@@ -109,8 +124,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               batchEngine:
                 description: BatchEngineConfig defines the batch compute engine configuration.
                 properties:
@@ -810,10 +826,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               materialization:
                 description: |-
                   Materialization controls feature materialization behavior (batch size, pull strategy).
@@ -834,6 +872,77 @@ spec:
                     minimum: 1
                     type: integer
                 type: object
+              mlflow:
+                description: |-
+                  Mlflow enables MLflow experiment tracking integration for Feast.
+                  Written into feature_store.
+                properties:
+                  autoLog:
+                    description: |-
+                      Automatically log feature metadata on every retrieval inside an active MLflow run.
+                      Defaults to true when enabled.
+                    type: boolean
+                  autoLogEntityDf:
+                    description: |-
+                      Save entity DataFrame as MLflow artifact on historical retrieval.
+                      Defaults to false.
+                    type: boolean
+                  enabled:
+                    description: Enable MLflow integration.
+                    type: boolean
+                  entityDfMaxRows:
+                    description: |-
+                      Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                      DataFrames exceeding this limit are skipped.
+                    format: int32
+                    minimum: 1
+                    type: integer
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional MLflow key-value settings written inline into
+                      the mlflow block of feature_store.yaml.
+                    type: object
+                  logOperations:
+                    description: |-
+                      Log feast apply and materialize operations to a separate MLflow experiment.
+                      Defaults to false.
+                    type: boolean
+                  opsExperimentSuffix:
+                    description: |-
+                      Suffix appended to the project name for the operations experiment.
+                      Defaults to "-feast-ops".
+                    type: string
+                  trackingAuth:
+                    description: |-
+                      Authentication method used by Feast pods when calling the MLflow tracking
+                      server.
+                    type: string
+                  trackingUri:
+                    description: |-
+                      MLflow tracking server URI. When omitted, the operator auto-discovers
+                      from the cluster MLflow CR (status.address.url).
+                    type: string
+                  uiUrl:
+                    description: Browser-reachable MLflow UI URL used for hyperlinks
+                      in Feast UI lineage.
+                    type: string
+                required:
+                - enabled
+                type: object
+                x-kubernetes-validations:
+                - message: extraConfig must not contain keys that duplicate typed
+                    fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                    auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                    use the corresponding spec fields instead.
+                  rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                    && !(''tracking_uri'' in self.extraConfig) && !(''ui_url'' in
+                    self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                    && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                    in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                    && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                    in self.extraConfig)'
               openlineage:
                 description: |-
                   OpenLineage enables OpenLineage data lineage tracking for Feast operations.
@@ -888,195 +997,616 @@ spec:
                       enabled:
                         description: Enable the OpenLineage consumer.
                         type: boolean
-                      namespaceMapping:
-                        additionalProperties:
-                          type: string
-                        description: |-
-                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
-                          RBAC-based filtering of lineage data in the UI.
-                        type: object
-                      storeType:
-                        default: sql
-                        description: StoreType is the storage backend for lineage
-                          events. Currently only "sql" is supported.
-                        enum:
-                        - sql
-                        type: string
-                    required:
-                    - enabled
-                    type: object
-                  enabled:
-                    description: Enable OpenLineage integration.
-                    type: boolean
-                  extraConfig:
-                    additionalProperties:
-                      type: string
-                    description: |-
-                      ExtraConfig holds additional OpenLineage key-value settings written inline into
-                      the openlineage block of feature_store.
-                    type: object
-                  transportEndpoint:
-                    description: API endpoint path appended to transportUrl. Defaults
-                      to "api/v1/lineage".
-                    type: string
-                  transportType:
-                    description: Transport type for lineage events.
-                    enum:
-                    - http
-                    - console
-                    - file
-                    - kafka
-                    type: string
-                  transportUrl:
-                    description: URL for HTTP transport (e.g. http://marquez:5000).
-                      Required when transportType is "http".
-                    type: string
-                required:
-                - enabled
-                type: object
-              replicas:
-                default: 1
-                description: |-
-                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
-                  Mutually exclusive with services.
-                format: int32
-                minimum: 1
-                type: integer
-              services:
-                description: FeatureStoreServices defines the desired feast services.
-                  An ephemeral onlineStore feature server is deployed by default.
-                properties:
-                  affinity:
-                    description: Affinity defines the pod scheduling constraints for
-                      the FeatureStore deployment.
-                    properties:
-                      nodeAffinity:
-                        description: Describes node affinity scheduling rules for
-                          the pod.
+                      lineageServer:
+                        description: LineageServer enables a separate Deployment for
+                          the OpenLineage consumer.
                         properties:
-                          preferredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              The scheduler will prefer to schedule pods to nodes that satisfy
-                              the affinity expressions specified by this field, but...
-                            items:
-                              description: |-
-                                An empty preferred scheduling term matches all objects with implicit weight 0
-                                (i.e. it's a no-op).
-                              properties:
-                                preference:
-                                  description: A node selector term, associated with
-                                    the corresponding weight.
-                                  properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                    matchFields:
-                                      description: A list of node selector requirements
-                                        by node's fields.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                                weight:
-                                  description: Weight associated with matching the
-                                    corresponding nodeSelectorTerm, in the range 1-100.
-                                  format: int32
-                                  type: integer
-                              required:
-                              - preference
-                              - weight
-                              type: object
-                            type: array
-                            x-kubernetes-list-type: atomic
-                          requiredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              If the affinity requirements specified by this field are not met at
-                              scheduling time, the pod will not be scheduled onto...
+                          replicas:
+                            default: 1
+                            description: Replicas for the lineage Deployment. Default
+                              1.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          server:
+                            description: Server configuration (image, resources, env,
+                              TLS, etc.).
                             properties:
-                              nodeSelectorTerms:
-                                description: Required. A list of node selector terms.
-                                  The terms are ORed.
+                              env:
                                 items:
-                                  description: |-
-                                    A null or empty node selector term matches no objects. The requirements of
-                                    them are ANDed.
+                                  description: EnvVar represents an environment variable
+                                    present in a Container.
                                   properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
+                                    name:
+                                      description: |-
+                                        Name of the environment variable.
+                                        May consist of any printable ASCII characters except '='.
+                                      type: string
+                                    value:
+                                      description: |-
+                                        Variable references $(VAR_NAME) are expanded
+                                        using the previously defined environment variables in the container and...
+                                      type: string
+                                    valueFrom:
+                                      description: Source for the environment variable's
+                                        value. Cannot be used if value is not empty.
+                                      properties:
+                                        configMapKeyRef:
+                                          description: Selects a key of a ConfigMap.
+                                          properties:
+                                            key:
+                                              description: The key to select.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fieldRef:
+                                          description: 'Selects a field of the pod:
+                                            supports metadata.name, metadata.namespace,
+                                            `metadata.labels[''<KEY>'']`, `metadata.'
+                                          properties:
+                                            apiVersion:
+                                              description: Version of the schema the
+                                                FieldPath is written in terms of,
+                                                defaults to "v1".
+                                              type: string
+                                            fieldPath:
+                                              description: Path of the field to select
+                                                in the specified API version.
+                                              type: string
+                                          required:
+                                          - fieldPath
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fileKeyRef:
+                                          description: |-
+                                            FileKeyRef selects a key of the env file.
+                                            Requires the EnvFiles feature gate to be enabled.
+                                          properties:
+                                            key:
+                                              description: The key within the env
+                                                file. An invalid key will prevent
+                                                the pod from starting.
+                                              type: string
+                                            optional:
+                                              default: false
+                                              description: Specify whether the file
+                                                or its key must be defined.
+                                              type: boolean
+                                            path:
+                                              description: |-
+                                                The path within the volume from which to select the file.
+                                                Must be relative and may not contain the '..
+                                              type: string
+                                            volumeName:
+                                              description: The name of the volume
+                                                mount containing the env file.
+                                              type: string
+                                          required:
+                                          - key
+                                          - path
+                                          - volumeName
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        resourceFieldRef:
+                                          description: |-
+                                            Selects a resource of the container: only resources limits and requests
+                                            (limits.cpu, limits.memory, limits.
+                                          properties:
+                                            containerName:
+                                              description: 'Container name: required
+                                                for volumes, optional for env vars'
+                                              type: string
+                                            divisor:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: Specifies the output format
+                                                of the exposed resources, defaults
+                                                to "1"
+                                              pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                              x-kubernetes-int-or-string: true
+                                            resource:
+                                              description: 'Required: resource to
+                                                select'
+                                              type: string
+                                          required:
+                                          - resource
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        secretKeyRef:
+                                          description: Selects a key of a secret in
+                                            the pod's namespace
+                                          properties:
+                                            key:
+                                              description: The key of the secret to
+                                                select from.  Must be a valid secret
+                                                key.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                      type: object
+                                  required:
+                                  - name
+                                  type: object
+                                type: array
+                              envFrom:
+                                items:
+                                  description: EnvFromSource represents the source
+                                    of a set of ConfigMaps or Secrets
+                                  properties:
+                                    configMapRef:
+                                      description: The ConfigMap to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the ConfigMap
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    prefix:
+                                      description: Optional text to prepend to the
+                                        name of each environment variable.
+                                      type: string
+                                    secretRef:
+                                      description: The Secret to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the Secret
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                  type: object
+                                type: array
+                              image:
+                                type: string
+                              imagePullPolicy:
+                                description: PullPolicy describes a policy for if/when
+                                  to pull a container image
+                                type: string
+                              logLevel:
+                                description: |-
+                                  LogLevel sets the logging level for the server
+                                  Allowed values: "debug", "info", "warning", "error", "critical".
+                                enum:
+                                - debug
+                                - info
+                                - warning
+                                - error
+                                - critical
+                                type: string
+                              metrics:
+                                description: Metrics exposes Prometheus-compatible
+                                  metrics for the Feast server when enabled.
+                                type: boolean
+                              nodeSelector:
+                                additionalProperties:
+                                  type: string
+                                type: object
+                              resources:
+                                description: ResourceRequirements describes the compute
+                                  resource requirements.
+                                properties:
+                                  claims:
+                                    description: |-
+                                      Claims lists the names of resources, defined in spec.resourceClaims,
+                                      that are used by this container.
+                                    items:
+                                      description: ResourceClaim references one entry
+                                        in PodSpec.ResourceClaims.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name must match the name of one entry in pod.spec.resourceClaims of
+                                            the Pod where this field is used.
+                                          type: string
+                                        request:
+                                          description: Request is the name chosen
+                                            for a request in the referenced claim.
+                                          type: string
+                                      required:
+                                      - name
+                                      type: object
+                                    type: array
+                                    x-kubernetes-list-map-keys:
+                                    - name
+                                    x-kubernetes-list-type: map
+                                  limits:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: |-
+                                      Limits describes the maximum amount of compute resources allowed.
+                                      More info: https://kubernetes.
+                                    type: object
+                                  requests:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: Requests describes the minimum amount
+                                      of compute resources required.
+                                    type: object
+                                type: object
+                              tls:
+                                description: TlsConfigs configures server TLS for
+                                  a feast service.
+                                properties:
+                                  disable:
+                                    description: will disable TLS for the feast service.
+                                      useful in an openshift cluster, for example,
+                                      where TLS is configured by default
+                                    type: boolean
+                                  secretKeyNames:
+                                    description: SecretKeyNames defines the secret
+                                      key names for the TLS key and cert.
+                                    properties:
+                                      tlsCrt:
+                                        description: defaults to "tls.crt"
+                                        type: string
+                                      tlsKey:
+                                        description: defaults to "tls.key"
+                                        type: string
+                                    type: object
+                                  secretRef:
+                                    description: references the local k8s secret where
+                                      the TLS key and cert reside
+                                    properties:
+                                      name:
+                                        default: ""
+                                        description: |-
+                                          Name of the referent.
+                                          This field is effectively required, but due to backwards compatibility is
+                                          allowed to be empty.
+                                        type: string
+                                    type: object
+                                    x-kubernetes-map-type: atomic
+                                type: object
+                                x-kubernetes-validations:
+                                - message: '`secretRef` required if `disable` is false.'
+                                  rule: '(!has(self.disable) || !self.disable) ? has(self.secretRef)
+                                    : true'
+                              volumeMounts:
+                                description: VolumeMounts defines the list of volumes
+                                  that should be mounted into the feast container.
+                                items:
+                                  description: VolumeMount describes a mounting of
+                                    a Volume within a container.
+                                  properties:
+                                    mountPath:
+                                      description: |-
+                                        Path within the container at which the volume should be mounted.  Must
+                                        not contain ':'.
+                                      type: string
+                                    mountPropagation:
+                                      description: |-
+                                        mountPropagation determines how mounts are propagated from the host
+                                        to container and the other way around.
+                                      type: string
+                                    name:
+                                      description: This must match the Name of a Volume.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        Mounted read-only if true, read-write otherwise (false or unspecified).
+                                        Defaults to false.
+                                      type: boolean
+                                    recursiveReadOnly:
+                                      description: |-
+                                        RecursiveReadOnly specifies whether read-only mounts should be handled
+                                        recursively.
+                                      type: string
+                                    subPath:
+                                      description: |-
+                                        Path within the volume from which the container's volume should be mounted.
+                                        Defaults to "" (volume's root).
+                                      type: string
+                                    subPathExpr:
+                                      description: Expanded path within the volume
+                                        from which the container's volume should be
+                                        mounted.
+                                      type: string
+                                  required:
+                                  - mountPath
+                                  - name
+                                  type: object
+                                type: array
+                              workerConfigs:
+                                description: WorkerConfigs defines the worker configuration
+                                  for the Feast server.
+                                properties:
+                                  keepAliveTimeout:
+                                    description: |-
+                                      KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                      Defaults to 30.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  maxRequests:
+                                    description: |-
+                                      MaxRequests is the maximum number of requests a worker will process before restarting.
+                                      This helps prevent memory leaks.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  maxRequestsJitter:
+                                    description: |-
+                                      MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                      thundering herd effect on worker restart.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  registryTTLSeconds:
+                                    description: RegistryTTLSeconds is the number
+                                      of seconds after which the registry is refreshed.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  workerConnections:
+                                    description: |-
+                                      WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                      Defaults to 1000.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  workers:
+                                    description: Workers is the number of worker processes.
+                                      Use -1 to auto-calculate based on CPU cores
+                                      (2 * CPU + 1).
+                                    format: int32
+                                    minimum: -1
+                                    type: integer
+                                type: object
+                            type: object
+                        type: object
+                      namespaceMapping:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
+                          RBAC-based filtering of lineage data in the UI.
+                        type: object
+                      retentionCheckIntervalHours:
+                        default: 6
+                        description: RetentionCheckIntervalHours is how often the
+                          background pruning task runs, in hours.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      retentionDays:
+                        default: 30
+                        description: RetentionDays is the number of days to retain
+                          OpenLineage events and runs.
+                        format: int32
+                        minimum: 0
+                        type: integer
+                      storeType:
+                        default: sql
+                        description: StoreType is the storage backend for lineage
+                          events. Currently only "sql" is supported.
+                        enum:
+                        - sql
+                        type: string
+                    required:
+                    - enabled
+                    type: object
+                  enabled:
+                    description: Enable OpenLineage integration.
+                    type: boolean
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional OpenLineage key-value settings written inline into
+                      the openlineage block of feature_store.
+                    type: object
+                  transportEndpoint:
+                    description: API endpoint path appended to transportUrl. Defaults
+                      to "api/v1/lineage".
+                    type: string
+                  transportType:
+                    description: Transport type for lineage events.
+                    enum:
+                    - http
+                    - console
+                    - file
+                    - kafka
+                    type: string
+                  transportUrl:
+                    description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
+                      Required when transportType is "http".
+                    type: string
+                required:
+                - enabled
+                type: object
+              replicas:
+                default: 1
+                description: |-
+                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
+                  Mutually exclusive with services.
+                format: int32
+                minimum: 1
+                type: integer
+              services:
+                description: FeatureStoreServices defines the desired feast services.
+                  An ephemeral onlineStore feature server is deployed by default.
+                properties:
+                  affinity:
+                    description: Affinity defines the pod scheduling constraints for
+                      the FeatureStore deployment.
+                    properties:
+                      nodeAffinity:
+                        description: Describes node affinity scheduling rules for
+                          the pod.
+                        properties:
+                          preferredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              The scheduler will prefer to schedule pods to nodes that satisfy
+                              the affinity expressions specified by this field, but...
+                            items:
+                              description: |-
+                                An empty preferred scheduling term matches all objects with implicit weight 0
+                                (i.e. it's a no-op).
+                              properties:
+                                preference:
+                                  description: A node selector term, associated with
+                                    the corresponding weight.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                    matchFields:
+                                      description: A list of node selector requirements
+                                        by node's fields.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                                weight:
+                                  description: Weight associated with matching the
+                                    corresponding nodeSelectorTerm, in the range 1-100.
+                                  format: int32
+                                  type: integer
+                              required:
+                              - preference
+                              - weight
+                              type: object
+                            type: array
+                            x-kubernetes-list-type: atomic
+                          requiredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              If the affinity requirements specified by this field are not met at
+                              scheduling time, the pod will not be scheduled onto...
+                            properties:
+                              nodeSelectorTerms:
+                                description: Required. A list of node selector terms.
+                                  The terms are ORed.
+                                items:
+                                  description: |-
+                                    A null or empty node selector term matches no objects. The requirements of
+                                    them are ANDed.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
                                               type: string
                                             type: array
                                             x-kubernetes-list-type: atomic
@@ -1723,6 +2253,10 @@ spec:
                   disableInitContainers:
                     description: Disable the 'feast repo initialization' initContainer
                     type: boolean
+                  initImage:
+                    description: InitImage overrides the image for init containers
+                      (feast-init, feast-apply).
+                    type: string
                   offlineStore:
                     description: OfflineStore configures the offline store service
                     properties:
@@ -1855,6 +2389,7 @@ spec:
                                 - clickhouse
                                 - ray
                                 - oracle
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -2258,6 +2793,11 @@ spec:
                   onlineStore:
                     description: OnlineStore configures the online store service
                     properties:
+                      disabled:
+                        description: |-
+                          Disabled skips deploying the online store service entirely, including its
+                          serving pod and persistence.
+                        type: boolean
                       persistence:
                         description: OnlineStorePersistence configures the persistence
                           settings for the online store service
@@ -6335,6 +6875,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -6359,6 +6903,18 @@ spec:
                               to derive the discovery endpoint.
                             pattern: ^https://\S+$
                             type: string
+                          jwksCacheLifespanSeconds:
+                            description: Seconds the servers reuse the provider's
+                              fetched JWK set before refetching. Defaults to 300.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          jwksRequestTimeoutSeconds:
+                            description: Seconds before a JWKS fetch times out. Defaults
+                              to 10.
+                            format: int32
+                            minimum: 1
+                            type: integer
                           secretKeyName:
                             description: Key in the Secret containing all OIDC properties
                               as a YAML value. If unset, each key is a property.
@@ -6387,8 +6943,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   batchEngine:
                     description: BatchEngineConfig defines the batch compute engine
@@ -6746,437 +7303,943 @@ spec:
                                       description: Represents the requirement on the
                                         container exit codes.
                                       properties:
-                                        containerName:
-                                          description: |-
-                                            Restricts the check for exit codes to the container with the
-                                            specified name.
+                                        containerName:
+                                          description: |-
+                                            Restricts the check for exit codes to the container with the
+                                            specified name.
+                                          type: string
+                                        operator:
+                                          description: |-
+                                            Represents the relationship between the container exit code(s) and the
+                                            specified values.
+                                          type: string
+                                        values:
+                                          description: Specifies the set of values.
+                                          items:
+                                            format: int32
+                                            type: integer
+                                          type: array
+                                          x-kubernetes-list-type: set
+                                      required:
+                                      - operator
+                                      - values
+                                      type: object
+                                    onPodConditions:
+                                      description: |-
+                                        Represents the requirement on the pod conditions. The requirement is represented
+                                        as a list of pod condition patterns.
+                                      items:
+                                        description: |-
+                                          PodFailurePolicyOnPodConditionsPattern describes a pattern for matching
+                                          an actual pod condition type.
+                                        properties:
+                                          status:
+                                            description: Specifies the required Pod
+                                              condition status.
+                                            type: string
+                                          type:
+                                            description: Specifies the required Pod
+                                              condition type.
+                                            type: string
+                                        required:
+                                        - type
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                  required:
+                                  - action
+                                  type: object
+                                type: array
+                                x-kubernetes-list-type: atomic
+                            required:
+                            - rules
+                            type: object
+                          podReplacementPolicy:
+                            description: podReplacementPolicy specifies when to create
+                              replacement Pods.
+                            type: string
+                          podTemplateAnnotations:
+                            additionalProperties:
+                              type: string
+                            description: |-
+                              PodTemplateAnnotations are annotations to be applied to the CronJob's PodTemplate
+                              metadata.
+                            type: object
+                          suspend:
+                            description: suspend specifies whether the Job controller
+                              should create Pods or not.
+                            type: boolean
+                          ttlSecondsAfterFinished:
+                            description: |-
+                              ttlSecondsAfterFinished limits the lifetime of a Job that has finished
+                              execution (either Complete or Failed).
+                            format: int32
+                            type: integer
+                        type: object
+                      schedule:
+                        description: The schedule in Cron format, see https://en.wikipedia.org/wiki/Cron.
+                        type: string
+                      startingDeadlineSeconds:
+                        description: |-
+                          Optional deadline in seconds for starting the job if it misses scheduled
+                          time for any reason.
+                        format: int64
+                        type: integer
+                      successfulJobsHistoryLimit:
+                        description: The number of successful finished jobs to retain.
+                          Value must be non-negative integer.
+                        format: int32
+                        type: integer
+                      suspend:
+                        description: |-
+                          This flag tells the controller to suspend subsequent executions, it does
+                          not apply to already started executions.
+                        type: boolean
+                      timeZone:
+                        description: The time zone name for the given schedule, see
+                          https://en.wikipedia.org/wiki/List_of_tz_database_time_zones.
+                        type: string
+                    type: object
+                  dataQualityMonitoring:
+                    description: DataQualityMonitoring configures Data Quality Monitoring
+                      behaviour.
+                    properties:
+                      autoBaseline:
+                        default: true
+                        description: AutoBaseline controls whether baseline distribution
+                          is computed automatically on feast apply. Defaults to true.
+                        type: boolean
+                    type: object
+                  feastProject:
+                    description: FeastProject is the Feast project id.
+                    pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
+                    type: string
+                  feastProjectDir:
+                    description: FeastProjectDir defines how to create the feast project
+                      directory.
+                    properties:
+                      git:
+                        description: GitCloneOptions describes how a clone should
+                          be performed.
+                        properties:
+                          configs:
+                            additionalProperties:
+                              type: string
+                            description: |-
+                              Configs passed to git via `-c`
+                              e.g. http.sslVerify: 'false'
+                              OR 'url."https://api:\${TOKEN}@github.com/".
+                            type: object
+                          env:
+                            items:
+                              description: EnvVar represents an environment variable
+                                present in a Container.
+                              properties:
+                                name:
+                                  description: |-
+                                    Name of the environment variable.
+                                    May consist of any printable ASCII characters except '='.
+                                  type: string
+                                value:
+                                  description: |-
+                                    Variable references $(VAR_NAME) are expanded
+                                    using the previously defined environment variables in the container and...
+                                  type: string
+                                valueFrom:
+                                  description: Source for the environment variable's
+                                    value. Cannot be used if value is not empty.
+                                  properties:
+                                    configMapKeyRef:
+                                      description: Selects a key of a ConfigMap.
+                                      properties:
+                                        key:
+                                          description: The key to select.
+                                          type: string
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the ConfigMap
+                                            or its key must be defined
+                                          type: boolean
+                                      required:
+                                      - key
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    fieldRef:
+                                      description: 'Selects a field of the pod: supports
+                                        metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
+                                        `metadata.'
+                                      properties:
+                                        apiVersion:
+                                          description: Version of the schema the FieldPath
+                                            is written in terms of, defaults to "v1".
+                                          type: string
+                                        fieldPath:
+                                          description: Path of the field to select
+                                            in the specified API version.
+                                          type: string
+                                      required:
+                                      - fieldPath
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    fileKeyRef:
+                                      description: |-
+                                        FileKeyRef selects a key of the env file.
+                                        Requires the EnvFiles feature gate to be enabled.
+                                      properties:
+                                        key:
+                                          description: The key within the env file.
+                                            An invalid key will prevent the pod from
+                                            starting.
+                                          type: string
+                                        optional:
+                                          default: false
+                                          description: Specify whether the file or
+                                            its key must be defined.
+                                          type: boolean
+                                        path:
+                                          description: |-
+                                            The path within the volume from which to select the file.
+                                            Must be relative and may not contain the '..
+                                          type: string
+                                        volumeName:
+                                          description: The name of the volume mount
+                                            containing the env file.
+                                          type: string
+                                      required:
+                                      - key
+                                      - path
+                                      - volumeName
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    resourceFieldRef:
+                                      description: |-
+                                        Selects a resource of the container: only resources limits and requests
+                                        (limits.cpu, limits.memory, limits.
+                                      properties:
+                                        containerName:
+                                          description: 'Container name: required for
+                                            volumes, optional for env vars'
+                                          type: string
+                                        divisor:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: Specifies the output format
+                                            of the exposed resources, defaults to
+                                            "1"
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        resource:
+                                          description: 'Required: resource to select'
+                                          type: string
+                                      required:
+                                      - resource
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    secretKeyRef:
+                                      description: Selects a key of a secret in the
+                                        pod's namespace
+                                      properties:
+                                        key:
+                                          description: The key of the secret to select
+                                            from.  Must be a valid secret key.
                                           type: string
-                                        operator:
+                                        name:
+                                          default: ""
                                           description: |-
-                                            Represents the relationship between the container exit code(s) and the
-                                            specified values.
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
                                           type: string
-                                        values:
-                                          description: Specifies the set of values.
-                                          items:
-                                            format: int32
-                                            type: integer
-                                          type: array
-                                          x-kubernetes-list-type: set
+                                        optional:
+                                          description: Specify whether the Secret
+                                            or its key must be defined
+                                          type: boolean
                                       required:
-                                      - operator
-                                      - values
+                                      - key
                                       type: object
-                                    onPodConditions:
+                                      x-kubernetes-map-type: atomic
+                                  type: object
+                              required:
+                              - name
+                              type: object
+                            type: array
+                          envFrom:
+                            items:
+                              description: EnvFromSource represents the source of
+                                a set of ConfigMaps or Secrets
+                              properties:
+                                configMapRef:
+                                  description: The ConfigMap to select from
+                                  properties:
+                                    name:
+                                      default: ""
                                       description: |-
-                                        Represents the requirement on the pod conditions. The requirement is represented
-                                        as a list of pod condition patterns.
-                                      items:
-                                        description: |-
-                                          PodFailurePolicyOnPodConditionsPattern describes a pattern for matching
-                                          an actual pod condition type.
-                                        properties:
-                                          status:
-                                            description: Specifies the required Pod
-                                              condition status.
-                                            type: string
-                                          type:
-                                            description: Specifies the required Pod
-                                              condition type.
-                                            type: string
-                                        required:
-                                        - type
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                  required:
-                                  - action
+                                        Name of the referent.
+                                        This field is effectively required, but due to backwards compatibility is
+                                        allowed to be empty.
+                                      type: string
+                                    optional:
+                                      description: Specify whether the ConfigMap must
+                                        be defined
+                                      type: boolean
                                   type: object
-                                type: array
-                                x-kubernetes-list-type: atomic
-                            required:
-                            - rules
-                            type: object
-                          podReplacementPolicy:
-                            description: podReplacementPolicy specifies when to create
-                              replacement Pods.
+                                  x-kubernetes-map-type: atomic
+                                prefix:
+                                  description: Optional text to prepend to the name
+                                    of each environment variable.
+                                  type: string
+                                secretRef:
+                                  description: The Secret to select from
+                                  properties:
+                                    name:
+                                      default: ""
+                                      description: |-
+                                        Name of the referent.
+                                        This field is effectively required, but due to backwards compatibility is
+                                        allowed to be empty.
+                                      type: string
+                                    optional:
+                                      description: Specify whether the Secret must
+                                        be defined
+                                      type: boolean
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                              type: object
+                            type: array
+                          featureRepoPath:
+                            description: FeatureRepoPath is the relative path to the
+                              feature repo subdirectory. Default is 'feature_repo'.
                             type: string
-                          podTemplateAnnotations:
-                            additionalProperties:
-                              type: string
-                            description: |-
-                              PodTemplateAnnotations are annotations to be applied to the CronJob's PodTemplate
-                              metadata.
-                            type: object
-                          suspend:
-                            description: suspend specifies whether the Job controller
-                              should create Pods or not.
+                          ref:
+                            description: Reference to a branch / tag / commit
+                            type: string
+                          url:
+                            description: The repository URL to clone from.
+                            type: string
+                        required:
+                        - url
+                        type: object
+                        x-kubernetes-validations:
+                        - message: RepoPath must be a file name only, with no slashes.
+                          rule: 'has(self.featureRepoPath) ? !self.featureRepoPath.startsWith(''/'')
+                            : true'
+                      init:
+                        description: FeastInitOptions defines how to run a `feast
+                          init`.
+                        properties:
+                          minimal:
                             type: boolean
-                          ttlSecondsAfterFinished:
-                            description: |-
-                              ttlSecondsAfterFinished limits the lifetime of a Job that has finished
-                              execution (either Complete or Failed).
-                            format: int32
-                            type: integer
+                          template:
+                            description: Template for the created project
+                            enum:
+                            - local
+                            - gcp
+                            - aws
+                            - snowflake
+                            - spark
+                            - postgres
+                            - hbase
+                            - cassandra
+                            - hazelcast
+                            - couchbase
+                            - clickhouse
+                            - milvus
+                            - ray
+                            - ray_rag
+                            - pytorch_nlp
+                            type: string
                         type: object
-                      schedule:
-                        description: The schedule in Cron format, see https://en.wikipedia.org/wiki/Cron.
-                        type: string
-                      startingDeadlineSeconds:
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
+                    type: object
+                    x-kubernetes-validations:
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
+                  materialization:
+                    description: |-
+                      Materialization controls feature materialization behavior (batch size, pull strategy).
+                      Written into feature_store.
+                    properties:
+                      extraConfig:
+                        additionalProperties:
+                          type: string
                         description: |-
-                          Optional deadline in seconds for starting the job if it misses scheduled
-                          time for any reason.
-                        format: int64
-                        type: integer
-                      successfulJobsHistoryLimit:
-                        description: The number of successful finished jobs to retain.
-                          Value must be non-negative integer.
+                          ExtraConfig passes additional materialization key-value settings inline into
+                          feature_store.yaml.
+                        type: object
+                      onlineWriteBatchSize:
+                        description: |-
+                          Number of rows per batch when writing to the online store during materialization.
+                          Prevents OOM for large feature views.
                         format: int32
+                        minimum: 1
                         type: integer
-                      suspend:
-                        description: |-
-                          This flag tells the controller to suspend subsequent executions, it does
-                          not apply to already started executions.
-                        type: boolean
-                      timeZone:
-                        description: The time zone name for the given schedule, see
-                          https://en.wikipedia.org/wiki/List_of_tz_database_time_zones.
-                        type: string
                     type: object
-                  dataQualityMonitoring:
-                    description: DataQualityMonitoring configures Data Quality Monitoring
-                      behaviour.
+                  mlflow:
+                    description: |-
+                      Mlflow enables MLflow experiment tracking integration for Feast.
+                      Written into feature_store.
                     properties:
-                      autoBaseline:
-                        default: true
-                        description: AutoBaseline controls whether baseline distribution
-                          is computed automatically on feast apply. Defaults to true.
+                      autoLog:
+                        description: |-
+                          Automatically log feature metadata on every retrieval inside an active MLflow run.
+                          Defaults to true when enabled.
+                        type: boolean
+                      autoLogEntityDf:
+                        description: |-
+                          Save entity DataFrame as MLflow artifact on historical retrieval.
+                          Defaults to false.
+                        type: boolean
+                      enabled:
+                        description: Enable MLflow integration.
+                        type: boolean
+                      entityDfMaxRows:
+                        description: |-
+                          Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                          DataFrames exceeding this limit are skipped.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      extraConfig:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          ExtraConfig holds additional MLflow key-value settings written inline into
+                          the mlflow block of feature_store.yaml.
+                        type: object
+                      logOperations:
+                        description: |-
+                          Log feast apply and materialize operations to a separate MLflow experiment.
+                          Defaults to false.
                         type: boolean
+                      opsExperimentSuffix:
+                        description: |-
+                          Suffix appended to the project name for the operations experiment.
+                          Defaults to "-feast-ops".
+                        type: string
+                      trackingAuth:
+                        description: |-
+                          Authentication method used by Feast pods when calling the MLflow tracking
+                          server.
+                        type: string
+                      trackingUri:
+                        description: |-
+                          MLflow tracking server URI. When omitted, the operator auto-discovers
+                          from the cluster MLflow CR (status.address.url).
+                        type: string
+                      uiUrl:
+                        description: Browser-reachable MLflow UI URL used for hyperlinks
+                          in Feast UI lineage.
+                        type: string
+                    required:
+                    - enabled
                     type: object
-                  feastProject:
-                    description: FeastProject is the Feast project id.
-                    pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
-                    type: string
-                  feastProjectDir:
-                    description: FeastProjectDir defines how to create the feast project
-                      directory.
+                    x-kubernetes-validations:
+                    - message: extraConfig must not contain keys that duplicate typed
+                        fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                        auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                        use the corresponding spec fields instead.
+                      rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                        && !(''tracking_uri'' in self.extraConfig) && !(''ui_url''
+                        in self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                        && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                        in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                        && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                        in self.extraConfig)'
+                  openlineage:
+                    description: |-
+                      OpenLineage enables OpenLineage data lineage tracking for Feast operations.
+                      Written into feature_store.
                     properties:
-                      git:
-                        description: GitCloneOptions describes how a clone should
-                          be performed.
+                      apiKeySecretRef:
+                        description: Reference to a Secret containing the key "api_key"
+                          for lineage server authentication.
                         properties:
-                          configs:
-                            additionalProperties:
-                              type: string
+                          name:
+                            default: ""
                             description: |-
-                              Configs passed to git via `-c`
-                              e.g. http.sslVerify: 'false'
-                              OR 'url."https://api:\${TOKEN}@github.com/".
+                              Name of the referent.
+                              This field is effectively required, but due to backwards compatibility is
+                              allowed to be empty.
+                            type: string
+                        type: object
+                        x-kubernetes-map-type: atomic
+                      consumer:
+                        description: |-
+                          Consumer configures the OpenLineage consumer (event receiver) that enables
+                          Feast to receive and display lineage from...
+                        properties:
+                          apiKeySecretRef:
+                            description: |-
+                              Reference to a Secret containing the key "api_key" that producers must
+                              provide in the X-API-Key header when sending...
+                            properties:
+                              name:
+                                default: ""
+                                description: |-
+                                  Name of the referent.
+                                  This field is effectively required, but due to backwards compatibility is
+                                  allowed to be empty.
+                                type: string
                             type: object
-                          env:
-                            items:
-                              description: EnvVar represents an environment variable
-                                present in a Container.
-                              properties:
-                                name:
-                                  description: |-
-                                    Name of the environment variable.
-                                    May consist of any printable ASCII characters except '='.
-                                  type: string
-                                value:
-                                  description: |-
-                                    Variable references $(VAR_NAME) are expanded
-                                    using the previously defined environment variables in the container and...
-                                  type: string
-                                valueFrom:
-                                  description: Source for the environment variable's
-                                    value. Cannot be used if value is not empty.
-                                  properties:
-                                    configMapKeyRef:
-                                      description: Selects a key of a ConfigMap.
+                            x-kubernetes-map-type: atomic
+                          connectionStringSecretRef:
+                            description: |-
+                              Reference to a Secret containing the key "connection_string" for a separate
+                              lineage database.
+                            properties:
+                              name:
+                                default: ""
+                                description: |-
+                                  Name of the referent.
+                                  This field is effectively required, but due to backwards compatibility is
+                                  allowed to be empty.
+                                type: string
+                            type: object
+                            x-kubernetes-map-type: atomic
+                          enabled:
+                            description: Enable the OpenLineage consumer.
+                            type: boolean
+                          lineageServer:
+                            description: LineageServer enables a separate Deployment
+                              for the OpenLineage consumer.
+                            properties:
+                              replicas:
+                                default: 1
+                                description: Replicas for the lineage Deployment.
+                                  Default 1.
+                                format: int32
+                                minimum: 1
+                                type: integer
+                              server:
+                                description: Server configuration (image, resources,
+                                  env, TLS, etc.).
+                                properties:
+                                  env:
+                                    items:
+                                      description: EnvVar represents an environment
+                                        variable present in a Container.
                                       properties:
-                                        key:
-                                          description: The key to select.
-                                          type: string
                                         name:
-                                          default: ""
                                           description: |-
-                                            Name of the referent.
-                                            This field is effectively required, but due to backwards compatibility is
-                                            allowed to be empty.
-                                          type: string
-                                        optional:
-                                          description: Specify whether the ConfigMap
-                                            or its key must be defined
-                                          type: boolean
-                                      required:
-                                      - key
-                                      type: object
-                                      x-kubernetes-map-type: atomic
-                                    fieldRef:
-                                      description: 'Selects a field of the pod: supports
-                                        metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
-                                        `metadata.'
-                                      properties:
-                                        apiVersion:
-                                          description: Version of the schema the FieldPath
-                                            is written in terms of, defaults to "v1".
+                                            Name of the environment variable.
+                                            May consist of any printable ASCII characters except '='.
                                           type: string
-                                        fieldPath:
-                                          description: Path of the field to select
-                                            in the specified API version.
+                                        value:
+                                          description: |-
+                                            Variable references $(VAR_NAME) are expanded
+                                            using the previously defined environment variables in the container and...
                                           type: string
+                                        valueFrom:
+                                          description: Source for the environment
+                                            variable's value. Cannot be used if value
+                                            is not empty.
+                                          properties:
+                                            configMapKeyRef:
+                                              description: Selects a key of a ConfigMap.
+                                              properties:
+                                                key:
+                                                  description: The key to select.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    ConfigMap or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fieldRef:
+                                              description: 'Selects a field of the
+                                                pod: supports metadata.name, metadata.namespace,
+                                                `metadata.labels[''<KEY>'']`, `metadata.'
+                                              properties:
+                                                apiVersion:
+                                                  description: Version of the schema
+                                                    the FieldPath is written in terms
+                                                    of, defaults to "v1".
+                                                  type: string
+                                                fieldPath:
+                                                  description: Path of the field to
+                                                    select in the specified API version.
+                                                  type: string
+                                              required:
+                                              - fieldPath
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fileKeyRef:
+                                              description: |-
+                                                FileKeyRef selects a key of the env file.
+                                                Requires the EnvFiles feature gate to be enabled.
+                                              properties:
+                                                key:
+                                                  description: The key within the
+                                                    env file. An invalid key will
+                                                    prevent the pod from starting.
+                                                  type: string
+                                                optional:
+                                                  default: false
+                                                  description: Specify whether the
+                                                    file or its key must be defined.
+                                                  type: boolean
+                                                path:
+                                                  description: |-
+                                                    The path within the volume from which to select the file.
+                                                    Must be relative and may not contain the '..
+                                                  type: string
+                                                volumeName:
+                                                  description: The name of the volume
+                                                    mount containing the env file.
+                                                  type: string
+                                              required:
+                                              - key
+                                              - path
+                                              - volumeName
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            resourceFieldRef:
+                                              description: |-
+                                                Selects a resource of the container: only resources limits and requests
+                                                (limits.cpu, limits.memory, limits.
+                                              properties:
+                                                containerName:
+                                                  description: 'Container name: required
+                                                    for volumes, optional for env
+                                                    vars'
+                                                  type: string
+                                                divisor:
+                                                  anyOf:
+                                                  - type: integer
+                                                  - type: string
+                                                  description: Specifies the output
+                                                    format of the exposed resources,
+                                                    defaults to "1"
+                                                  pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                  x-kubernetes-int-or-string: true
+                                                resource:
+                                                  description: 'Required: resource
+                                                    to select'
+                                                  type: string
+                                              required:
+                                              - resource
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            secretKeyRef:
+                                              description: Selects a key of a secret
+                                                in the pod's namespace
+                                              properties:
+                                                key:
+                                                  description: The key of the secret
+                                                    to select from.  Must be a valid
+                                                    secret key.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    Secret or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                          type: object
                                       required:
-                                      - fieldPath
+                                      - name
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                    fileKeyRef:
-                                      description: |-
-                                        FileKeyRef selects a key of the env file.
-                                        Requires the EnvFiles feature gate to be enabled.
+                                    type: array
+                                  envFrom:
+                                    items:
+                                      description: EnvFromSource represents the source
+                                        of a set of ConfigMaps or Secrets
                                       properties:
-                                        key:
-                                          description: The key within the env file.
-                                            An invalid key will prevent the pod from
-                                            starting.
-                                          type: string
-                                        optional:
-                                          default: false
-                                          description: Specify whether the file or
-                                            its key must be defined.
-                                          type: boolean
-                                        path:
-                                          description: |-
-                                            The path within the volume from which to select the file.
-                                            Must be relative and may not contain the '..
-                                          type: string
-                                        volumeName:
-                                          description: The name of the volume mount
-                                            containing the env file.
+                                        configMapRef:
+                                          description: The ConfigMap to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        prefix:
+                                          description: Optional text to prepend to
+                                            the name of each environment variable.
                                           type: string
-                                      required:
-                                      - key
-                                      - path
-                                      - volumeName
+                                        secretRef:
+                                          description: The Secret to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                    resourceFieldRef:
-                                      description: |-
-                                        Selects a resource of the container: only resources limits and requests
-                                        (limits.cpu, limits.memory, limits.
-                                      properties:
-                                        containerName:
-                                          description: 'Container name: required for
-                                            volumes, optional for env vars'
-                                          type: string
-                                        divisor:
+                                    type: array
+                                  image:
+                                    type: string
+                                  imagePullPolicy:
+                                    description: PullPolicy describes a policy for
+                                      if/when to pull a container image
+                                    type: string
+                                  logLevel:
+                                    description: |-
+                                      LogLevel sets the logging level for the server
+                                      Allowed values: "debug", "info", "warning", "error", "critical".
+                                    enum:
+                                    - debug
+                                    - info
+                                    - warning
+                                    - error
+                                    - critical
+                                    type: string
+                                  metrics:
+                                    description: Metrics exposes Prometheus-compatible
+                                      metrics for the Feast server when enabled.
+                                    type: boolean
+                                  nodeSelector:
+                                    additionalProperties:
+                                      type: string
+                                    type: object
+                                  resources:
+                                    description: ResourceRequirements describes the
+                                      compute resource requirements.
+                                    properties:
+                                      claims:
+                                        description: |-
+                                          Claims lists the names of resources, defined in spec.resourceClaims,
+                                          that are used by this container.
+                                        items:
+                                          description: ResourceClaim references one
+                                            entry in PodSpec.ResourceClaims.
+                                          properties:
+                                            name:
+                                              description: |-
+                                                Name must match the name of one entry in pod.spec.resourceClaims of
+                                                the Pod where this field is used.
+                                              type: string
+                                            request:
+                                              description: Request is the name chosen
+                                                for a request in the referenced claim.
+                                              type: string
+                                          required:
+                                          - name
+                                          type: object
+                                        type: array
+                                        x-kubernetes-list-map-keys:
+                                        - name
+                                        x-kubernetes-list-type: map
+                                      limits:
+                                        additionalProperties:
                                           anyOf:
                                           - type: integer
                                           - type: string
-                                          description: Specifies the output format
-                                            of the exposed resources, defaults to
-                                            "1"
                                           pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                           x-kubernetes-int-or-string: true
-                                        resource:
-                                          description: 'Required: resource to select'
-                                          type: string
-                                      required:
-                                      - resource
-                                      type: object
-                                      x-kubernetes-map-type: atomic
-                                    secretKeyRef:
-                                      description: Selects a key of a secret in the
-                                        pod's namespace
+                                        description: |-
+                                          Limits describes the maximum amount of compute resources allowed.
+                                          More info: https://kubernetes.
+                                        type: object
+                                      requests:
+                                        additionalProperties:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        description: Requests describes the minimum
+                                          amount of compute resources required.
+                                        type: object
+                                    type: object
+                                  tls:
+                                    description: TlsConfigs configures server TLS
+                                      for a feast service.
+                                    properties:
+                                      disable:
+                                        description: will disable TLS for the feast
+                                          service. useful in an openshift cluster,
+                                          for example, where TLS is configured by
+                                          default
+                                        type: boolean
+                                      secretKeyNames:
+                                        description: SecretKeyNames defines the secret
+                                          key names for the TLS key and cert.
+                                        properties:
+                                          tlsCrt:
+                                            description: defaults to "tls.crt"
+                                            type: string
+                                          tlsKey:
+                                            description: defaults to "tls.key"
+                                            type: string
+                                        type: object
+                                      secretRef:
+                                        description: references the local k8s secret
+                                          where the TLS key and cert reside
+                                        properties:
+                                          name:
+                                            default: ""
+                                            description: |-
+                                              Name of the referent.
+                                              This field is effectively required, but due to backwards compatibility is
+                                              allowed to be empty.
+                                            type: string
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                    x-kubernetes-validations:
+                                    - message: '`secretRef` required if `disable`
+                                        is false.'
+                                      rule: '(!has(self.disable) || !self.disable)
+                                        ? has(self.secretRef) : true'
+                                  volumeMounts:
+                                    description: VolumeMounts defines the list of
+                                      volumes that should be mounted into the feast
+                                      container.
+                                    items:
+                                      description: VolumeMount describes a mounting
+                                        of a Volume within a container.
                                       properties:
-                                        key:
-                                          description: The key of the secret to select
-                                            from.  Must be a valid secret key.
+                                        mountPath:
+                                          description: |-
+                                            Path within the container at which the volume should be mounted.  Must
+                                            not contain ':'.
+                                          type: string
+                                        mountPropagation:
+                                          description: |-
+                                            mountPropagation determines how mounts are propagated from the host
+                                            to container and the other way around.
                                           type: string
                                         name:
-                                          default: ""
+                                          description: This must match the Name of
+                                            a Volume.
+                                          type: string
+                                        readOnly:
                                           description: |-
-                                            Name of the referent.
-                                            This field is effectively required, but due to backwards compatibility is
-                                            allowed to be empty.
+                                            Mounted read-only if true, read-write otherwise (false or unspecified).
+                                            Defaults to false.
+                                          type: boolean
+                                        recursiveReadOnly:
+                                          description: |-
+                                            RecursiveReadOnly specifies whether read-only mounts should be handled
+                                            recursively.
+                                          type: string
+                                        subPath:
+                                          description: |-
+                                            Path within the volume from which the container's volume should be mounted.
+                                            Defaults to "" (volume's root).
+                                          type: string
+                                        subPathExpr:
+                                          description: Expanded path within the volume
+                                            from which the container's volume should
+                                            be mounted.
                                           type: string
-                                        optional:
-                                          description: Specify whether the Secret
-                                            or its key must be defined
-                                          type: boolean
                                       required:
-                                      - key
+                                      - mountPath
+                                      - name
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                  type: object
-                              required:
-                              - name
-                              type: object
-                            type: array
-                          envFrom:
-                            items:
-                              description: EnvFromSource represents the source of
-                                a set of ConfigMaps or Secrets
-                              properties:
-                                configMapRef:
-                                  description: The ConfigMap to select from
-                                  properties:
-                                    name:
-                                      default: ""
-                                      description: |-
-                                        Name of the referent.
-                                        This field is effectively required, but due to backwards compatibility is
-                                        allowed to be empty.
-                                      type: string
-                                    optional:
-                                      description: Specify whether the ConfigMap must
-                                        be defined
-                                      type: boolean
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                                prefix:
-                                  description: Optional text to prepend to the name
-                                    of each environment variable.
-                                  type: string
-                                secretRef:
-                                  description: The Secret to select from
-                                  properties:
-                                    name:
-                                      default: ""
-                                      description: |-
-                                        Name of the referent.
-                                        This field is effectively required, but due to backwards compatibility is
-                                        allowed to be empty.
-                                      type: string
-                                    optional:
-                                      description: Specify whether the Secret must
-                                        be defined
-                                      type: boolean
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                              type: object
-                            type: array
-                          featureRepoPath:
-                            description: FeatureRepoPath is the relative path to the
-                              feature repo subdirectory. Default is 'feature_repo'.
-                            type: string
-                          ref:
-                            description: Reference to a branch / tag / commit
-                            type: string
-                          url:
-                            description: The repository URL to clone from.
-                            type: string
-                        required:
-                        - url
-                        type: object
-                        x-kubernetes-validations:
-                        - message: RepoPath must be a file name only, with no slashes.
-                          rule: 'has(self.featureRepoPath) ? !self.featureRepoPath.startsWith(''/'')
-                            : true'
-                      init:
-                        description: FeastInitOptions defines how to run a `feast
-                          init`.
-                        properties:
-                          minimal:
-                            type: boolean
-                          template:
-                            description: Template for the created project
-                            enum:
-                            - local
-                            - gcp
-                            - aws
-                            - snowflake
-                            - spark
-                            - postgres
-                            - hbase
-                            - cassandra
-                            - hazelcast
-                            - couchbase
-                            - clickhouse
-                            - milvus
-                            - ray
-                            - ray_rag
-                            - pytorch_nlp
-                            type: string
-                        type: object
-                    type: object
-                    x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
-                  materialization:
-                    description: |-
-                      Materialization controls feature materialization behavior (batch size, pull strategy).
-                      Written into feature_store.
-                    properties:
-                      extraConfig:
-                        additionalProperties:
-                          type: string
-                        description: |-
-                          ExtraConfig passes additional materialization key-value settings inline into
-                          feature_store.yaml.
-                        type: object
-                      onlineWriteBatchSize:
-                        description: |-
-                          Number of rows per batch when writing to the online store during materialization.
-                          Prevents OOM for large feature views.
-                        format: int32
-                        minimum: 1
-                        type: integer
-                    type: object
-                  openlineage:
-                    description: |-
-                      OpenLineage enables OpenLineage data lineage tracking for Feast operations.
-                      Written into feature_store.
-                    properties:
-                      apiKeySecretRef:
-                        description: Reference to a Secret containing the key "api_key"
-                          for lineage server authentication.
-                        properties:
-                          name:
-                            default: ""
-                            description: |-
-                              Name of the referent.
-                              This field is effectively required, but due to backwards compatibility is
-                              allowed to be empty.
-                            type: string
-                        type: object
-                        x-kubernetes-map-type: atomic
-                      consumer:
-                        description: |-
-                          Consumer configures the OpenLineage consumer (event receiver) that enables
-                          Feast to receive and display lineage from...
-                        properties:
-                          apiKeySecretRef:
-                            description: |-
-                              Reference to a Secret containing the key "api_key" that producers must
-                              provide in the X-API-Key header when sending...
-                            properties:
-                              name:
-                                default: ""
-                                description: |-
-                                  Name of the referent.
-                                  This field is effectively required, but due to backwards compatibility is
-                                  allowed to be empty.
-                                type: string
-                            type: object
-                            x-kubernetes-map-type: atomic
-                          connectionStringSecretRef:
-                            description: |-
-                              Reference to a Secret containing the key "connection_string" for a separate
-                              lineage database.
-                            properties:
-                              name:
-                                default: ""
-                                description: |-
-                                  Name of the referent.
-                                  This field is effectively required, but due to backwards compatibility is
-                                  allowed to be empty.
-                                type: string
+                                    type: array
+                                  workerConfigs:
+                                    description: WorkerConfigs defines the worker
+                                      configuration for the Feast server.
+                                    properties:
+                                      keepAliveTimeout:
+                                        description: |-
+                                          KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                          Defaults to 30.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      maxRequests:
+                                        description: |-
+                                          MaxRequests is the maximum number of requests a worker will process before restarting.
+                                          This helps prevent memory leaks.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      maxRequestsJitter:
+                                        description: |-
+                                          MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                          thundering herd effect on worker restart.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      registryTTLSeconds:
+                                        description: RegistryTTLSeconds is the number
+                                          of seconds after which the registry is refreshed.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      workerConnections:
+                                        description: |-
+                                          WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                          Defaults to 1000.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      workers:
+                                        description: Workers is the number of worker
+                                          processes. Use -1 to auto-calculate based
+                                          on CPU cores (2 * CPU + 1).
+                                        format: int32
+                                        minimum: -1
+                                        type: integer
+                                    type: object
+                                type: object
                             type: object
-                            x-kubernetes-map-type: atomic
-                          enabled:
-                            description: Enable the OpenLineage consumer.
-                            type: boolean
                           namespaceMapping:
                             additionalProperties:
                               type: string
@@ -7184,6 +8247,20 @@ spec:
                               NamespaceMapping maps OpenLineage namespaces to Feast projects for
                               RBAC-based filtering of lineage data in the UI.
                             type: object
+                          retentionCheckIntervalHours:
+                            default: 6
+                            description: RetentionCheckIntervalHours is how often
+                              the background pruning task runs, in hours.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          retentionDays:
+                            default: 30
+                            description: RetentionDays is the number of days to retain
+                              OpenLineage events and runs.
+                            format: int32
+                            minimum: 0
+                            type: integer
                           storeType:
                             default: sql
                             description: StoreType is the storage backend for lineage
@@ -7217,7 +8294,7 @@ spec:
                         - kafka
                         type: string
                       transportUrl:
-                        description: URL for HTTP transport (e.g. http://marquez:5000).
+                        description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
                           Required when transportType is "http".
                         type: string
                     required:
@@ -8020,6 +9097,10 @@ spec:
                       disableInitContainers:
                         description: Disable the 'feast repo initialization' initContainer
                         type: boolean
+                      initImage:
+                        description: InitImage overrides the image for init containers
+                          (feast-init, feast-apply).
+                        type: string
                       offlineStore:
                         description: OfflineStore configures the offline store service
                         properties:
@@ -8154,6 +9235,7 @@ spec:
                                     - clickhouse
                                     - ray
                                     - oracle
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
@@ -8562,6 +9644,11 @@ spec:
                       onlineStore:
                         description: OnlineStore configures the online store service
                         properties:
+                          disabled:
+                            description: |-
+                              Disabled skips deploying the online store service entirely, including its
+                              serving pod and persistence.
+                            type: boolean
                           persistence:
                             description: OnlineStorePersistence configures the persistence
                               settings for the online store service
@@ -12756,6 +13843,8 @@ spec:
                 description: ServiceHostnames defines the service hostnames in the
                   format of <domain>:<port>, e.g. example.svc.cluster.local:80
                 properties:
+                  lineage:
+                    type: string
                   offlineStore:
                     type: string
                   onlineStore:
@@ -12821,6 +13910,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -12845,8 +13937,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               cronJob:
                 description: FeastCronJob defines a CronJob to execute against a Feature
                   Store deployment.
@@ -13515,10 +14608,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               services:
                 description: FeatureStoreServices defines the desired feast services.
                   An ephemeral onlineStore feature server is deployed by default.
@@ -13687,6 +14802,7 @@ spec:
                                 - couchbase.offline
                                 - clickhouse
                                 - ray
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -17308,6 +18424,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -17332,8 +18452,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   cronJob:
                     description: FeastCronJob defines a CronJob to execute against
@@ -18012,10 +19133,32 @@ spec:
                             - pytorch_nlp
                             type: string
                         type: object
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
                   services:
                     description: FeatureStoreServices defines the desired feast services.
                       An ephemeral onlineStore feature server is deployed by default.
@@ -18186,6 +19329,7 @@ spec:
                                     - couchbase.offline
                                     - clickhouse
                                     - ray
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
diff --git a/infra/feast-operator/cmd/main.go b/infra/feast-operator/cmd/main.go
index 0d833f1469b..5d2bbece7dc 100644
--- a/infra/feast-operator/cmd/main.go
+++ b/infra/feast-operator/cmd/main.go
@@ -34,8 +34,6 @@ import (
 	corev1 "k8s.io/api/core/v1"
 	policyv1 "k8s.io/api/policy/v1"
 	rbacv1 "k8s.io/api/rbac/v1"
-	apierrors "k8s.io/apimachinery/pkg/api/errors"
-	apimeta "k8s.io/apimachinery/pkg/api/meta"
 	"k8s.io/apimachinery/pkg/labels"
 	"k8s.io/apimachinery/pkg/runtime"
 	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
@@ -102,7 +100,7 @@ func main() {
 	var probeAddr string
 	var secureMetrics bool
 	var featureStoreMetrics bool
-	var tlsOpts []func(*tls.Config)
+	tlsOpts := make([]func(*tls.Config), 0, 2)
 	flag.StringVar(&metricsAddr, "metrics-bind-address", "0", "The address the metrics endpoint binds to. "+
 		"Use :8443 for HTTPS or :8080 for HTTP, or leave as 0 to disable the metrics service.")
 	flag.StringVar(&probeAddr, "health-probe-bind-address", ":8081", "The address the probe endpoint binds to.")
@@ -130,46 +128,12 @@ func main() {
 		os.Exit(1)
 	}
 
-	tlsProfileFetched := false
-	tlsProfile, err := tlspkg.FetchAPIServerTLSProfile(context.Background(), bootstrapClient)
+	tlsResult, err := bootstrapTLS(context.Background(), bootstrapClient)
 	if err != nil {
-		switch {
-		case apimeta.IsNoMatchError(err):
-			setupLog.Info("TLS profile not available, using hardened defaults (non-OpenShift cluster)")
-		case apierrors.IsNotFound(err):
-			setupLog.Info("APIServer resource not found, using hardened defaults")
-		default:
-			setupLog.Error(err, "unable to read APIServer TLS profile, refusing to start with unknown TLS posture")
-			os.Exit(1)
-		}
-	} else {
-		tlsProfileFetched = true
-		tlsConfigFn, unsupported := tlspkg.NewTLSConfigFromProfile(tlsProfile)
-		if len(unsupported) > 0 {
-			setupLog.Info("TLS profile contains ciphers unsupported by Go", "unsupported", unsupported)
-		}
-		tlsOpts = append(tlsOpts, tlsConfigFn)
-	}
-
-	tlsAdherenceFetched := false
-	tlsAdherence, err := tlspkg.FetchAPIServerTLSAdherencePolicy(context.Background(), bootstrapClient)
-	if err != nil {
-		switch {
-		case apimeta.IsNoMatchError(err):
-			setupLog.Info("TLS adherence policy not available (non-OpenShift cluster)")
-		case apierrors.IsNotFound(err):
-			setupLog.Info("APIServer resource not found, skipping adherence policy")
-		default:
-			setupLog.Error(err, "unable to read APIServer TLS adherence policy, refusing to start")
-			os.Exit(1)
-		}
-	} else {
-		tlsAdherenceFetched = true
+		setupLog.Error(err, "TLS bootstrap failed")
+		os.Exit(1)
 	}
-
-	tlsOpts = append(tlsOpts, func(c *tls.Config) {
-		c.NextProtos = []string{"h2", "http/1.1"}
-	})
+	tlsOpts = append(tlsOpts, tlsResult.TLSOpts...)
 
 	webhookServer := webhook.NewServer(webhook.Options{
 		TLSOpts: tlsOpts,
@@ -271,17 +235,17 @@ func main() {
 	ctx, cancel := context.WithCancel(ctrl.SetupSignalHandler())
 	defer cancel()
 
-	if tlsProfileFetched {
+	if tlsResult.ProfileFetched {
 		watcher := &tlspkg.SecurityProfileWatcher{
 			Client:                mgr.GetClient(),
-			InitialTLSProfileSpec: tlsProfile,
+			InitialTLSProfileSpec: tlsResult.ProfileSpec,
 			OnProfileChange: func(_ context.Context, _, _ configv1.TLSProfileSpec) {
 				setupLog.Info("TLS profile changed, initiating shutdown to reload")
 				cancel()
 			},
 		}
-		if tlsAdherenceFetched {
-			watcher.InitialTLSAdherencePolicy = tlsAdherence
+		if tlsResult.AdherenceFetched {
+			watcher.InitialTLSAdherencePolicy = tlsResult.AdherencePolicy
 			watcher.OnAdherencePolicyChange = func(_ context.Context, _, _ configv1.TLSAdherencePolicy) {
 				setupLog.Info("TLS adherence policy changed, initiating shutdown to reload")
 				cancel()
diff --git a/infra/feast-operator/cmd/tls_bootstrap.go b/infra/feast-operator/cmd/tls_bootstrap.go
new file mode 100644
index 00000000000..6fe33631e02
--- /dev/null
+++ b/infra/feast-operator/cmd/tls_bootstrap.go
@@ -0,0 +1,134 @@
+/*
+Copyright 2024 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package main
+
+import (
+	"context"
+	"crypto/tls"
+	"errors"
+	"fmt"
+	"time"
+
+	configv1 "github.com/openshift/api/config/v1"
+	tlspkg "github.com/openshift/controller-runtime-common/pkg/tls"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
+	apimeta "k8s.io/apimachinery/pkg/api/meta"
+	"sigs.k8s.io/controller-runtime/pkg/client"
+	"sigs.k8s.io/controller-runtime/pkg/log"
+)
+
+const (
+	tlsFetchTimeout = 10 * time.Second
+	alpnH2          = "h2"
+	alpnHTTP11      = "http/1.1"
+)
+
+type tlsBootstrapResult struct {
+	TLSOpts            []func(*tls.Config)
+	ProfileFetched     bool
+	ProfileSpec        configv1.TLSProfileSpec
+	AdherenceFetched   bool
+	AdherencePolicy    configv1.TLSAdherencePolicy
+	UnsupportedCiphers []string
+}
+
+func fetchTLSProfile(ctx context.Context, k8sClient client.Client) (configv1.TLSProfileSpec, bool, error) {
+	fetchCtx, cancel := context.WithTimeout(ctx, tlsFetchTimeout)
+	defer cancel()
+
+	profile, err := tlspkg.FetchAPIServerTLSProfile(fetchCtx, k8sClient)
+	if err != nil {
+		return classifyTLSProfileError(err)
+	}
+	return profile, true, nil
+}
+
+func classifyTLSProfileError(err error) (configv1.TLSProfileSpec, bool, error) {
+	intermediate := *configv1.TLSProfiles[configv1.TLSProfileIntermediateType]
+
+	switch {
+	case apimeta.IsNoMatchError(err):
+		return intermediate, false, nil
+	case apierrors.IsNotFound(err):
+		return intermediate, false, nil
+	case isTransientError(err):
+		return intermediate, true, nil
+	default:
+		return configv1.TLSProfileSpec{}, false, fmt.Errorf("unable to read APIServer TLS profile: %w", err)
+	}
+}
+
+func fetchTLSAdherencePolicy(ctx context.Context, k8sClient client.Client) (configv1.TLSAdherencePolicy, bool, error) {
+	fetchCtx, cancel := context.WithTimeout(ctx, tlsFetchTimeout)
+	defer cancel()
+
+	policy, err := tlspkg.FetchAPIServerTLSAdherencePolicy(fetchCtx, k8sClient)
+	if err == nil {
+		return policy, true, nil
+	}
+
+	switch {
+	case apimeta.IsNoMatchError(err),
+		apierrors.IsNotFound(err),
+		isTransientError(err):
+		return "", false, nil
+	default:
+		return "", false, fmt.Errorf("unable to read APIServer TLS adherence policy: %w", err)
+	}
+}
+
+func bootstrapTLS(ctx context.Context, k8sClient client.Client) (*tlsBootstrapResult, error) {
+	logger := log.FromContext(ctx)
+	result := &tlsBootstrapResult{
+		TLSOpts: make([]func(*tls.Config), 0, 2),
+	}
+
+	profile, profileFetched, err := fetchTLSProfile(ctx, k8sClient)
+	if err != nil {
+		return nil, err
+	}
+	result.ProfileFetched = profileFetched
+	result.ProfileSpec = profile
+
+	tlsConfigFn, unsupported := tlspkg.NewTLSConfigFromProfile(profile)
+	result.UnsupportedCiphers = unsupported
+	if len(unsupported) > 0 {
+		logger.Info("TLS profile contains ciphers unsupported by Go", "unsupported", unsupported)
+	}
+	result.TLSOpts = append(result.TLSOpts, tlsConfigFn)
+
+	adherence, adherenceFetched, err := fetchTLSAdherencePolicy(ctx, k8sClient)
+	if err != nil {
+		return nil, err
+	}
+	result.AdherenceFetched = adherenceFetched
+	result.AdherencePolicy = adherence
+
+	result.TLSOpts = append(result.TLSOpts, func(c *tls.Config) {
+		c.NextProtos = []string{alpnH2, alpnHTTP11}
+	})
+
+	return result, nil
+}
+
+func isTransientError(err error) bool {
+	return apierrors.IsServiceUnavailable(err) ||
+		apierrors.IsTimeout(err) ||
+		apierrors.IsServerTimeout(err) ||
+		apierrors.IsTooManyRequests(err) ||
+		errors.Is(err, context.DeadlineExceeded)
+}
diff --git a/infra/feast-operator/cmd/tls_bootstrap_test.go b/infra/feast-operator/cmd/tls_bootstrap_test.go
new file mode 100644
index 00000000000..0bb31c14bf6
--- /dev/null
+++ b/infra/feast-operator/cmd/tls_bootstrap_test.go
@@ -0,0 +1,347 @@
+/*
+Copyright 2024 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package main
+
+import (
+	"context"
+	"crypto/tls"
+	"errors"
+	"testing"
+
+	configv1 "github.com/openshift/api/config/v1"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/api/meta"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+func intermediateProfile() configv1.TLSProfileSpec {
+	return *configv1.TLSProfiles[configv1.TLSProfileIntermediateType]
+}
+
+func TestClassifyTLSProfileError(t *testing.T) {
+	tests := []struct {
+		name               string
+		err                error
+		wantProfileFetched bool
+		wantError          bool
+		wantIntermediate   bool
+	}{
+		{
+			name:               "NoMatchError returns Intermediate defaults, profileFetched=false",
+			err:                &meta.NoResourceMatchError{PartialResource: schema.GroupVersionResource{Group: "config.openshift.io"}},
+			wantProfileFetched: false,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "NotFound returns Intermediate defaults, profileFetched=false",
+			err:                apierrors.NewNotFound(schema.GroupResource{Group: "config.openshift.io", Resource: "apiservers"}, "cluster"),
+			wantProfileFetched: false,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "ServiceUnavailable is transient, profileFetched=true",
+			err:                apierrors.NewServiceUnavailable("api server down"),
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "Timeout is transient, profileFetched=true",
+			err:                apierrors.NewTimeoutError("timed out", 5),
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "ServerTimeout is transient, profileFetched=true",
+			err:                apierrors.NewServerTimeout(schema.GroupResource{Group: "config.openshift.io", Resource: "apiservers"}, "GET", 5),
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "TooManyRequests is transient, profileFetched=true",
+			err:                apierrors.NewTooManyRequests("throttled", 5),
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "DeadlineExceeded is transient, profileFetched=true",
+			err:                context.DeadlineExceeded,
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+		{
+			name:               "Forbidden is fatal, returns error",
+			err:                apierrors.NewForbidden(schema.GroupResource{Group: "config.openshift.io", Resource: "apiservers"}, "cluster", errors.New("RBAC")),
+			wantProfileFetched: false,
+			wantError:          true,
+			wantIntermediate:   false,
+		},
+		{
+			name:               "Unauthorized is fatal, returns error",
+			err:                apierrors.NewUnauthorized("no token"),
+			wantProfileFetched: false,
+			wantError:          true,
+			wantIntermediate:   false,
+		},
+		{
+			name:               "InternalServerError is fatal, returns error",
+			err:                apierrors.NewInternalError(errors.New("crash")),
+			wantProfileFetched: false,
+			wantError:          true,
+			wantIntermediate:   false,
+		},
+		{
+			name:               "Generic error is fatal, returns error",
+			err:                errors.New("something unexpected"),
+			wantProfileFetched: false,
+			wantError:          true,
+			wantIntermediate:   false,
+		},
+		{
+			name:               "Wrapped DeadlineExceeded is transient",
+			err:                errors.Join(errors.New("fetch failed"), context.DeadlineExceeded),
+			wantProfileFetched: true,
+			wantError:          false,
+			wantIntermediate:   true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			profile, fetched, err := classifyTLSProfileError(tt.err)
+
+			if tt.wantError && err == nil {
+				t.Errorf("expected error, got nil")
+			}
+			if !tt.wantError && err != nil {
+				t.Errorf("unexpected error: %v", err)
+			}
+			if fetched != tt.wantProfileFetched {
+				t.Errorf("profileFetched = %v, want %v", fetched, tt.wantProfileFetched)
+			}
+			if tt.wantIntermediate {
+				intermediate := intermediateProfile()
+				if profile.MinTLSVersion != intermediate.MinTLSVersion {
+					t.Errorf("MinTLSVersion = %v, want %v (Intermediate)", profile.MinTLSVersion, intermediate.MinTLSVersion)
+				}
+			}
+		})
+	}
+}
+
+func TestIsTransientError(t *testing.T) {
+	tests := []struct {
+		name string
+		err  error
+		want bool
+	}{
+		{"ServiceUnavailable", apierrors.NewServiceUnavailable("down"), true},
+		{"Timeout", apierrors.NewTimeoutError("slow", 5), true},
+		{"ServerTimeout", apierrors.NewServerTimeout(schema.GroupResource{}, "GET", 5), true},
+		{"TooManyRequests", apierrors.NewTooManyRequests("throttled", 5), true},
+		{"DeadlineExceeded", context.DeadlineExceeded, true},
+		{"Wrapped DeadlineExceeded", errors.Join(errors.New("wrapper"), context.DeadlineExceeded), true},
+		{"NotFound", apierrors.NewNotFound(schema.GroupResource{}, "x"), false},
+		{"Forbidden", apierrors.NewForbidden(schema.GroupResource{}, "x", errors.New("RBAC")), false},
+		{"Unauthorized", apierrors.NewUnauthorized("no token"), false},
+		{"InternalError", apierrors.NewInternalError(errors.New("crash")), false},
+		{"Generic error", errors.New("oops"), false},
+		{"Nil", nil, false},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := isTransientError(tt.err); got != tt.want {
+				t.Errorf("isTransientError() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestIntermediateProfileHasExpectedDefaults(t *testing.T) {
+	profile := intermediateProfile()
+
+	if profile.MinTLSVersion != configv1.VersionTLS12 {
+		t.Errorf("Intermediate MinTLSVersion = %v, want %v", profile.MinTLSVersion, configv1.VersionTLS12)
+	}
+	if len(profile.Ciphers) == 0 {
+		t.Error("Intermediate profile should have non-empty cipher list")
+	}
+}
+
+func TestTLSConfigFromIntermediateProfile(t *testing.T) {
+	profile := intermediateProfile()
+	tlsConfigFn := configv1ToTLSConfig(profile)
+
+	cfg := &tls.Config{}
+	tlsConfigFn(cfg)
+
+	if cfg.MinVersion != tls.VersionTLS12 {
+		t.Errorf("MinVersion = %v, want %v (TLS 1.2)", cfg.MinVersion, tls.VersionTLS12)
+	}
+	if len(cfg.CipherSuites) == 0 {
+		t.Error("CipherSuites should not be empty for Intermediate profile")
+	}
+}
+
+func configv1ToTLSConfig(profile configv1.TLSProfileSpec) func(*tls.Config) {
+	// Thin wrapper to test the actual conversion without importing tlspkg in tests.
+	// tlspkg.NewTLSConfigFromProfile is what main.go uses.
+	var minVersion uint16
+	switch profile.MinTLSVersion {
+	case configv1.VersionTLS10:
+		minVersion = tls.VersionTLS10
+	case configv1.VersionTLS11:
+		minVersion = tls.VersionTLS11
+	case configv1.VersionTLS12:
+		minVersion = tls.VersionTLS12
+	case configv1.VersionTLS13:
+		minVersion = tls.VersionTLS13
+	}
+
+	return func(c *tls.Config) {
+		c.MinVersion = minVersion
+		c.CipherSuites = mapCiphers(profile.Ciphers)
+	}
+}
+
+func mapCiphers(names []string) []uint16 {
+	cipherMap := map[string]uint16{
+		"TLS_AES_128_GCM_SHA256":                        tls.TLS_AES_128_GCM_SHA256,
+		"TLS_AES_256_GCM_SHA384":                        tls.TLS_AES_256_GCM_SHA384,
+		"TLS_CHACHA20_POLY1305_SHA256":                  tls.TLS_CHACHA20_POLY1305_SHA256,
+		"TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256":       tls.TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,
+		"TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256":         tls.TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256,
+		"TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384":       tls.TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,
+		"TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384":         tls.TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384,
+		"TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256": tls.TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256,
+		"TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256":   tls.TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256,
+	}
+	var ids []uint16
+	for _, name := range names {
+		if id, ok := cipherMap[name]; ok {
+			ids = append(ids, id)
+		}
+	}
+	return ids
+}
+
+func TestClassifyTLSProfileError_AllTransientErrorsSetProfileFetched(t *testing.T) {
+	transientErrors := []error{
+		apierrors.NewServiceUnavailable("down"),
+		apierrors.NewTimeoutError("slow", 5),
+		apierrors.NewServerTimeout(schema.GroupResource{Group: "config.openshift.io", Resource: "apiservers"}, "GET", 5),
+		apierrors.NewTooManyRequests("throttled", 5),
+		context.DeadlineExceeded,
+	}
+
+	for _, err := range transientErrors {
+		_, fetched, classifyErr := classifyTLSProfileError(err)
+		if classifyErr != nil {
+			t.Errorf("transient error %T should not return error, got: %v", err, classifyErr)
+		}
+		if !fetched {
+			t.Errorf("transient error %T should set profileFetched=true", err)
+		}
+	}
+}
+
+func TestClassifyTLSProfileError_NonTransientErrorsDoNotSetProfileFetched(t *testing.T) {
+	nonTransientErrors := []error{
+		&meta.NoResourceMatchError{PartialResource: schema.GroupVersionResource{Group: "config.openshift.io"}},
+		apierrors.NewNotFound(schema.GroupResource{}, "cluster"),
+	}
+
+	for _, err := range nonTransientErrors {
+		_, fetched, classifyErr := classifyTLSProfileError(err)
+		if classifyErr != nil {
+			t.Errorf("graceful error %T should not return error, got: %v", err, classifyErr)
+		}
+		if fetched {
+			t.Errorf("graceful error %T should set profileFetched=false", err)
+		}
+	}
+}
+
+func TestClassifyTLSProfileError_FatalErrorsReturnError(t *testing.T) {
+	fatalErrors := []error{
+		apierrors.NewForbidden(schema.GroupResource{}, "cluster", errors.New("RBAC")),
+		apierrors.NewUnauthorized("no token"),
+		apierrors.NewInternalError(errors.New("crash")),
+		errors.New("unexpected"),
+	}
+
+	for _, err := range fatalErrors {
+		_, _, classifyErr := classifyTLSProfileError(err)
+		if classifyErr == nil {
+			t.Errorf("fatal error %T should return error", err)
+		}
+	}
+}
+
+func TestClassifyTLSProfileError_IntermediateProfileAlwaysApplied(t *testing.T) {
+	allNonFatalErrors := []error{
+		&meta.NoResourceMatchError{PartialResource: schema.GroupVersionResource{Group: "config.openshift.io"}},
+		apierrors.NewNotFound(schema.GroupResource{}, "cluster"),
+		apierrors.NewServiceUnavailable("down"),
+		apierrors.NewTimeoutError("slow", 5),
+		apierrors.NewServerTimeout(schema.GroupResource{}, "GET", 5),
+		apierrors.NewTooManyRequests("throttled", 5),
+		context.DeadlineExceeded,
+	}
+
+	intermediate := intermediateProfile()
+	for _, err := range allNonFatalErrors {
+		profile, _, classifyErr := classifyTLSProfileError(err)
+		if classifyErr != nil {
+			t.Fatalf("unexpected error for %T: %v", err, classifyErr)
+		}
+		if profile.MinTLSVersion != intermediate.MinTLSVersion {
+			t.Errorf("for error %T: MinTLSVersion = %v, want Intermediate (%v)", err, profile.MinTLSVersion, intermediate.MinTLSVersion)
+		}
+		if len(profile.Ciphers) != len(intermediate.Ciphers) {
+			t.Errorf("for error %T: got %d ciphers, want %d (Intermediate)", err, len(profile.Ciphers), len(intermediate.Ciphers))
+		}
+	}
+}
+
+func TestTLSBootstrapResult_NextProtosAlwaysSet(t *testing.T) {
+	// Verify that the TLSOpts from bootstrapTLS always include ALPN with h2 and http/1.1.
+	// We can't call bootstrapTLS without a real client, but we can verify the function
+	// in tls_bootstrap.go sets NextProtos.
+	result := &tlsBootstrapResult{
+		TLSOpts: make([]func(*tls.Config), 0, 2),
+	}
+	result.TLSOpts = append(result.TLSOpts, func(c *tls.Config) {
+		c.NextProtos = []string{"h2", alpnHTTP11}
+	})
+
+	cfg := &tls.Config{}
+	for _, opt := range result.TLSOpts {
+		opt(cfg)
+	}
+
+	if len(cfg.NextProtos) != 2 || cfg.NextProtos[0] != "h2" || cfg.NextProtos[1] != alpnHTTP11 {
+		t.Errorf("NextProtos = %v, want [h2, %s]", cfg.NextProtos, alpnHTTP11)
+	}
+}
diff --git a/infra/feast-operator/config/component_metadata.yaml b/infra/feast-operator/config/component_metadata.yaml
index 7ee38fdb165..12272068904 100644
--- a/infra/feast-operator/config/component_metadata.yaml
+++ b/infra/feast-operator/config/component_metadata.yaml
@@ -1,5 +1,5 @@
 # This file is required to configure Feast release information for ODH/RHOAI Operator
 releases:
   - name: Feast
-    version: 0.65.0
+    version: 0.66.0
     repoUrl: https://github.com/feast-dev/feast
diff --git a/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml b/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml
index b840d46a3b1..cc59339f0ad 100644
--- a/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml
+++ b/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml
@@ -57,6 +57,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -81,6 +84,18 @@ spec:
                           to derive the discovery endpoint.
                         pattern: ^https://\S+$
                         type: string
+                      jwksCacheLifespanSeconds:
+                        description: Seconds the servers reuse the provider's fetched
+                          JWK set before refetching. Defaults to 300.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      jwksRequestTimeoutSeconds:
+                        description: Seconds before a JWKS fetch times out. Defaults
+                          to 10.
+                        format: int32
+                        minimum: 1
+                        type: integer
                       secretKeyName:
                         description: Key in the Secret containing all OIDC properties
                           as a YAML value. If unset, each key is a property.
@@ -109,8 +124,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               batchEngine:
                 description: BatchEngineConfig defines the batch compute engine configuration.
                 properties:
@@ -810,10 +826,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               materialization:
                 description: |-
                   Materialization controls feature materialization behavior (batch size, pull strategy).
@@ -834,6 +872,77 @@ spec:
                     minimum: 1
                     type: integer
                 type: object
+              mlflow:
+                description: |-
+                  Mlflow enables MLflow experiment tracking integration for Feast.
+                  Written into feature_store.
+                properties:
+                  autoLog:
+                    description: |-
+                      Automatically log feature metadata on every retrieval inside an active MLflow run.
+                      Defaults to true when enabled.
+                    type: boolean
+                  autoLogEntityDf:
+                    description: |-
+                      Save entity DataFrame as MLflow artifact on historical retrieval.
+                      Defaults to false.
+                    type: boolean
+                  enabled:
+                    description: Enable MLflow integration.
+                    type: boolean
+                  entityDfMaxRows:
+                    description: |-
+                      Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                      DataFrames exceeding this limit are skipped.
+                    format: int32
+                    minimum: 1
+                    type: integer
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional MLflow key-value settings written inline into
+                      the mlflow block of feature_store.yaml.
+                    type: object
+                  logOperations:
+                    description: |-
+                      Log feast apply and materialize operations to a separate MLflow experiment.
+                      Defaults to false.
+                    type: boolean
+                  opsExperimentSuffix:
+                    description: |-
+                      Suffix appended to the project name for the operations experiment.
+                      Defaults to "-feast-ops".
+                    type: string
+                  trackingAuth:
+                    description: |-
+                      Authentication method used by Feast pods when calling the MLflow tracking
+                      server.
+                    type: string
+                  trackingUri:
+                    description: |-
+                      MLflow tracking server URI. When omitted, the operator auto-discovers
+                      from the cluster MLflow CR (status.address.url).
+                    type: string
+                  uiUrl:
+                    description: Browser-reachable MLflow UI URL used for hyperlinks
+                      in Feast UI lineage.
+                    type: string
+                required:
+                - enabled
+                type: object
+                x-kubernetes-validations:
+                - message: extraConfig must not contain keys that duplicate typed
+                    fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                    auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                    use the corresponding spec fields instead.
+                  rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                    && !(''tracking_uri'' in self.extraConfig) && !(''ui_url'' in
+                    self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                    && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                    in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                    && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                    in self.extraConfig)'
               openlineage:
                 description: |-
                   OpenLineage enables OpenLineage data lineage tracking for Feast operations.
@@ -888,195 +997,616 @@ spec:
                       enabled:
                         description: Enable the OpenLineage consumer.
                         type: boolean
-                      namespaceMapping:
-                        additionalProperties:
-                          type: string
-                        description: |-
-                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
-                          RBAC-based filtering of lineage data in the UI.
-                        type: object
-                      storeType:
-                        default: sql
-                        description: StoreType is the storage backend for lineage
-                          events. Currently only "sql" is supported.
-                        enum:
-                        - sql
-                        type: string
-                    required:
-                    - enabled
-                    type: object
-                  enabled:
-                    description: Enable OpenLineage integration.
-                    type: boolean
-                  extraConfig:
-                    additionalProperties:
-                      type: string
-                    description: |-
-                      ExtraConfig holds additional OpenLineage key-value settings written inline into
-                      the openlineage block of feature_store.
-                    type: object
-                  transportEndpoint:
-                    description: API endpoint path appended to transportUrl. Defaults
-                      to "api/v1/lineage".
-                    type: string
-                  transportType:
-                    description: Transport type for lineage events.
-                    enum:
-                    - http
-                    - console
-                    - file
-                    - kafka
-                    type: string
-                  transportUrl:
-                    description: URL for HTTP transport (e.g. http://marquez:5000).
-                      Required when transportType is "http".
-                    type: string
-                required:
-                - enabled
-                type: object
-              replicas:
-                default: 1
-                description: |-
-                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
-                  Mutually exclusive with services.
-                format: int32
-                minimum: 1
-                type: integer
-              services:
-                description: FeatureStoreServices defines the desired feast services.
-                  An ephemeral onlineStore feature server is deployed by default.
-                properties:
-                  affinity:
-                    description: Affinity defines the pod scheduling constraints for
-                      the FeatureStore deployment.
-                    properties:
-                      nodeAffinity:
-                        description: Describes node affinity scheduling rules for
-                          the pod.
+                      lineageServer:
+                        description: LineageServer enables a separate Deployment for
+                          the OpenLineage consumer.
                         properties:
-                          preferredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              The scheduler will prefer to schedule pods to nodes that satisfy
-                              the affinity expressions specified by this field, but...
-                            items:
-                              description: |-
-                                An empty preferred scheduling term matches all objects with implicit weight 0
-                                (i.e. it's a no-op).
-                              properties:
-                                preference:
-                                  description: A node selector term, associated with
-                                    the corresponding weight.
-                                  properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                    matchFields:
-                                      description: A list of node selector requirements
-                                        by node's fields.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                                weight:
-                                  description: Weight associated with matching the
-                                    corresponding nodeSelectorTerm, in the range 1-100.
-                                  format: int32
-                                  type: integer
-                              required:
-                              - preference
-                              - weight
-                              type: object
-                            type: array
-                            x-kubernetes-list-type: atomic
-                          requiredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              If the affinity requirements specified by this field are not met at
-                              scheduling time, the pod will not be scheduled onto...
+                          replicas:
+                            default: 1
+                            description: Replicas for the lineage Deployment. Default
+                              1.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          server:
+                            description: Server configuration (image, resources, env,
+                              TLS, etc.).
                             properties:
-                              nodeSelectorTerms:
-                                description: Required. A list of node selector terms.
-                                  The terms are ORed.
+                              env:
                                 items:
-                                  description: |-
-                                    A null or empty node selector term matches no objects. The requirements of
-                                    them are ANDed.
+                                  description: EnvVar represents an environment variable
+                                    present in a Container.
                                   properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
+                                    name:
+                                      description: |-
+                                        Name of the environment variable.
+                                        May consist of any printable ASCII characters except '='.
+                                      type: string
+                                    value:
+                                      description: |-
+                                        Variable references $(VAR_NAME) are expanded
+                                        using the previously defined environment variables in the container and...
+                                      type: string
+                                    valueFrom:
+                                      description: Source for the environment variable's
+                                        value. Cannot be used if value is not empty.
+                                      properties:
+                                        configMapKeyRef:
+                                          description: Selects a key of a ConfigMap.
+                                          properties:
+                                            key:
+                                              description: The key to select.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fieldRef:
+                                          description: 'Selects a field of the pod:
+                                            supports metadata.name, metadata.namespace,
+                                            `metadata.labels[''<KEY>'']`, `metadata.'
+                                          properties:
+                                            apiVersion:
+                                              description: Version of the schema the
+                                                FieldPath is written in terms of,
+                                                defaults to "v1".
+                                              type: string
+                                            fieldPath:
+                                              description: Path of the field to select
+                                                in the specified API version.
+                                              type: string
+                                          required:
+                                          - fieldPath
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fileKeyRef:
+                                          description: |-
+                                            FileKeyRef selects a key of the env file.
+                                            Requires the EnvFiles feature gate to be enabled.
+                                          properties:
+                                            key:
+                                              description: The key within the env
+                                                file. An invalid key will prevent
+                                                the pod from starting.
+                                              type: string
+                                            optional:
+                                              default: false
+                                              description: Specify whether the file
+                                                or its key must be defined.
+                                              type: boolean
+                                            path:
+                                              description: |-
+                                                The path within the volume from which to select the file.
+                                                Must be relative and may not contain the '..
+                                              type: string
+                                            volumeName:
+                                              description: The name of the volume
+                                                mount containing the env file.
+                                              type: string
+                                          required:
+                                          - key
+                                          - path
+                                          - volumeName
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        resourceFieldRef:
+                                          description: |-
+                                            Selects a resource of the container: only resources limits and requests
+                                            (limits.cpu, limits.memory, limits.
+                                          properties:
+                                            containerName:
+                                              description: 'Container name: required
+                                                for volumes, optional for env vars'
+                                              type: string
+                                            divisor:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: Specifies the output format
+                                                of the exposed resources, defaults
+                                                to "1"
+                                              pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                              x-kubernetes-int-or-string: true
+                                            resource:
+                                              description: 'Required: resource to
+                                                select'
+                                              type: string
+                                          required:
+                                          - resource
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        secretKeyRef:
+                                          description: Selects a key of a secret in
+                                            the pod's namespace
+                                          properties:
+                                            key:
+                                              description: The key of the secret to
+                                                select from.  Must be a valid secret
+                                                key.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                      type: object
+                                  required:
+                                  - name
+                                  type: object
+                                type: array
+                              envFrom:
+                                items:
+                                  description: EnvFromSource represents the source
+                                    of a set of ConfigMaps or Secrets
+                                  properties:
+                                    configMapRef:
+                                      description: The ConfigMap to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the ConfigMap
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    prefix:
+                                      description: Optional text to prepend to the
+                                        name of each environment variable.
+                                      type: string
+                                    secretRef:
+                                      description: The Secret to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the Secret
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                  type: object
+                                type: array
+                              image:
+                                type: string
+                              imagePullPolicy:
+                                description: PullPolicy describes a policy for if/when
+                                  to pull a container image
+                                type: string
+                              logLevel:
+                                description: |-
+                                  LogLevel sets the logging level for the server
+                                  Allowed values: "debug", "info", "warning", "error", "critical".
+                                enum:
+                                - debug
+                                - info
+                                - warning
+                                - error
+                                - critical
+                                type: string
+                              metrics:
+                                description: Metrics exposes Prometheus-compatible
+                                  metrics for the Feast server when enabled.
+                                type: boolean
+                              nodeSelector:
+                                additionalProperties:
+                                  type: string
+                                type: object
+                              resources:
+                                description: ResourceRequirements describes the compute
+                                  resource requirements.
+                                properties:
+                                  claims:
+                                    description: |-
+                                      Claims lists the names of resources, defined in spec.resourceClaims,
+                                      that are used by this container.
+                                    items:
+                                      description: ResourceClaim references one entry
+                                        in PodSpec.ResourceClaims.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name must match the name of one entry in pod.spec.resourceClaims of
+                                            the Pod where this field is used.
+                                          type: string
+                                        request:
+                                          description: Request is the name chosen
+                                            for a request in the referenced claim.
+                                          type: string
+                                      required:
+                                      - name
+                                      type: object
+                                    type: array
+                                    x-kubernetes-list-map-keys:
+                                    - name
+                                    x-kubernetes-list-type: map
+                                  limits:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: |-
+                                      Limits describes the maximum amount of compute resources allowed.
+                                      More info: https://kubernetes.
+                                    type: object
+                                  requests:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: Requests describes the minimum amount
+                                      of compute resources required.
+                                    type: object
+                                type: object
+                              tls:
+                                description: TlsConfigs configures server TLS for
+                                  a feast service.
+                                properties:
+                                  disable:
+                                    description: will disable TLS for the feast service.
+                                      useful in an openshift cluster, for example,
+                                      where TLS is configured by default
+                                    type: boolean
+                                  secretKeyNames:
+                                    description: SecretKeyNames defines the secret
+                                      key names for the TLS key and cert.
+                                    properties:
+                                      tlsCrt:
+                                        description: defaults to "tls.crt"
+                                        type: string
+                                      tlsKey:
+                                        description: defaults to "tls.key"
+                                        type: string
+                                    type: object
+                                  secretRef:
+                                    description: references the local k8s secret where
+                                      the TLS key and cert reside
+                                    properties:
+                                      name:
+                                        default: ""
+                                        description: |-
+                                          Name of the referent.
+                                          This field is effectively required, but due to backwards compatibility is
+                                          allowed to be empty.
+                                        type: string
+                                    type: object
+                                    x-kubernetes-map-type: atomic
+                                type: object
+                                x-kubernetes-validations:
+                                - message: '`secretRef` required if `disable` is false.'
+                                  rule: '(!has(self.disable) || !self.disable) ? has(self.secretRef)
+                                    : true'
+                              volumeMounts:
+                                description: VolumeMounts defines the list of volumes
+                                  that should be mounted into the feast container.
+                                items:
+                                  description: VolumeMount describes a mounting of
+                                    a Volume within a container.
+                                  properties:
+                                    mountPath:
+                                      description: |-
+                                        Path within the container at which the volume should be mounted.  Must
+                                        not contain ':'.
+                                      type: string
+                                    mountPropagation:
+                                      description: |-
+                                        mountPropagation determines how mounts are propagated from the host
+                                        to container and the other way around.
+                                      type: string
+                                    name:
+                                      description: This must match the Name of a Volume.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        Mounted read-only if true, read-write otherwise (false or unspecified).
+                                        Defaults to false.
+                                      type: boolean
+                                    recursiveReadOnly:
+                                      description: |-
+                                        RecursiveReadOnly specifies whether read-only mounts should be handled
+                                        recursively.
+                                      type: string
+                                    subPath:
+                                      description: |-
+                                        Path within the volume from which the container's volume should be mounted.
+                                        Defaults to "" (volume's root).
+                                      type: string
+                                    subPathExpr:
+                                      description: Expanded path within the volume
+                                        from which the container's volume should be
+                                        mounted.
+                                      type: string
+                                  required:
+                                  - mountPath
+                                  - name
+                                  type: object
+                                type: array
+                              workerConfigs:
+                                description: WorkerConfigs defines the worker configuration
+                                  for the Feast server.
+                                properties:
+                                  keepAliveTimeout:
+                                    description: |-
+                                      KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                      Defaults to 30.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  maxRequests:
+                                    description: |-
+                                      MaxRequests is the maximum number of requests a worker will process before restarting.
+                                      This helps prevent memory leaks.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  maxRequestsJitter:
+                                    description: |-
+                                      MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                      thundering herd effect on worker restart.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  registryTTLSeconds:
+                                    description: RegistryTTLSeconds is the number
+                                      of seconds after which the registry is refreshed.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  workerConnections:
+                                    description: |-
+                                      WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                      Defaults to 1000.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  workers:
+                                    description: Workers is the number of worker processes.
+                                      Use -1 to auto-calculate based on CPU cores
+                                      (2 * CPU + 1).
+                                    format: int32
+                                    minimum: -1
+                                    type: integer
+                                type: object
+                            type: object
+                        type: object
+                      namespaceMapping:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
+                          RBAC-based filtering of lineage data in the UI.
+                        type: object
+                      retentionCheckIntervalHours:
+                        default: 6
+                        description: RetentionCheckIntervalHours is how often the
+                          background pruning task runs, in hours.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      retentionDays:
+                        default: 30
+                        description: RetentionDays is the number of days to retain
+                          OpenLineage events and runs.
+                        format: int32
+                        minimum: 0
+                        type: integer
+                      storeType:
+                        default: sql
+                        description: StoreType is the storage backend for lineage
+                          events. Currently only "sql" is supported.
+                        enum:
+                        - sql
+                        type: string
+                    required:
+                    - enabled
+                    type: object
+                  enabled:
+                    description: Enable OpenLineage integration.
+                    type: boolean
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional OpenLineage key-value settings written inline into
+                      the openlineage block of feature_store.
+                    type: object
+                  transportEndpoint:
+                    description: API endpoint path appended to transportUrl. Defaults
+                      to "api/v1/lineage".
+                    type: string
+                  transportType:
+                    description: Transport type for lineage events.
+                    enum:
+                    - http
+                    - console
+                    - file
+                    - kafka
+                    type: string
+                  transportUrl:
+                    description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
+                      Required when transportType is "http".
+                    type: string
+                required:
+                - enabled
+                type: object
+              replicas:
+                default: 1
+                description: |-
+                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
+                  Mutually exclusive with services.
+                format: int32
+                minimum: 1
+                type: integer
+              services:
+                description: FeatureStoreServices defines the desired feast services.
+                  An ephemeral onlineStore feature server is deployed by default.
+                properties:
+                  affinity:
+                    description: Affinity defines the pod scheduling constraints for
+                      the FeatureStore deployment.
+                    properties:
+                      nodeAffinity:
+                        description: Describes node affinity scheduling rules for
+                          the pod.
+                        properties:
+                          preferredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              The scheduler will prefer to schedule pods to nodes that satisfy
+                              the affinity expressions specified by this field, but...
+                            items:
+                              description: |-
+                                An empty preferred scheduling term matches all objects with implicit weight 0
+                                (i.e. it's a no-op).
+                              properties:
+                                preference:
+                                  description: A node selector term, associated with
+                                    the corresponding weight.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                    matchFields:
+                                      description: A list of node selector requirements
+                                        by node's fields.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                                weight:
+                                  description: Weight associated with matching the
+                                    corresponding nodeSelectorTerm, in the range 1-100.
+                                  format: int32
+                                  type: integer
+                              required:
+                              - preference
+                              - weight
+                              type: object
+                            type: array
+                            x-kubernetes-list-type: atomic
+                          requiredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              If the affinity requirements specified by this field are not met at
+                              scheduling time, the pod will not be scheduled onto...
+                            properties:
+                              nodeSelectorTerms:
+                                description: Required. A list of node selector terms.
+                                  The terms are ORed.
+                                items:
+                                  description: |-
+                                    A null or empty node selector term matches no objects. The requirements of
+                                    them are ANDed.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
                                               type: string
                                             type: array
                                             x-kubernetes-list-type: atomic
@@ -1723,6 +2253,10 @@ spec:
                   disableInitContainers:
                     description: Disable the 'feast repo initialization' initContainer
                     type: boolean
+                  initImage:
+                    description: InitImage overrides the image for init containers
+                      (feast-init, feast-apply).
+                    type: string
                   offlineStore:
                     description: OfflineStore configures the offline store service
                     properties:
@@ -1855,6 +2389,7 @@ spec:
                                 - clickhouse
                                 - ray
                                 - oracle
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -2258,6 +2793,11 @@ spec:
                   onlineStore:
                     description: OnlineStore configures the online store service
                     properties:
+                      disabled:
+                        description: |-
+                          Disabled skips deploying the online store service entirely, including its
+                          serving pod and persistence.
+                        type: boolean
                       persistence:
                         description: OnlineStorePersistence configures the persistence
                           settings for the online store service
@@ -6335,6 +6875,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -6359,6 +6903,18 @@ spec:
                               to derive the discovery endpoint.
                             pattern: ^https://\S+$
                             type: string
+                          jwksCacheLifespanSeconds:
+                            description: Seconds the servers reuse the provider's
+                              fetched JWK set before refetching. Defaults to 300.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          jwksRequestTimeoutSeconds:
+                            description: Seconds before a JWKS fetch times out. Defaults
+                              to 10.
+                            format: int32
+                            minimum: 1
+                            type: integer
                           secretKeyName:
                             description: Key in the Secret containing all OIDC properties
                               as a YAML value. If unset, each key is a property.
@@ -6387,8 +6943,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   batchEngine:
                     description: BatchEngineConfig defines the batch compute engine
@@ -6746,437 +7303,943 @@ spec:
                                       description: Represents the requirement on the
                                         container exit codes.
                                       properties:
-                                        containerName:
-                                          description: |-
-                                            Restricts the check for exit codes to the container with the
-                                            specified name.
+                                        containerName:
+                                          description: |-
+                                            Restricts the check for exit codes to the container with the
+                                            specified name.
+                                          type: string
+                                        operator:
+                                          description: |-
+                                            Represents the relationship between the container exit code(s) and the
+                                            specified values.
+                                          type: string
+                                        values:
+                                          description: Specifies the set of values.
+                                          items:
+                                            format: int32
+                                            type: integer
+                                          type: array
+                                          x-kubernetes-list-type: set
+                                      required:
+                                      - operator
+                                      - values
+                                      type: object
+                                    onPodConditions:
+                                      description: |-
+                                        Represents the requirement on the pod conditions. The requirement is represented
+                                        as a list of pod condition patterns.
+                                      items:
+                                        description: |-
+                                          PodFailurePolicyOnPodConditionsPattern describes a pattern for matching
+                                          an actual pod condition type.
+                                        properties:
+                                          status:
+                                            description: Specifies the required Pod
+                                              condition status.
+                                            type: string
+                                          type:
+                                            description: Specifies the required Pod
+                                              condition type.
+                                            type: string
+                                        required:
+                                        - type
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                  required:
+                                  - action
+                                  type: object
+                                type: array
+                                x-kubernetes-list-type: atomic
+                            required:
+                            - rules
+                            type: object
+                          podReplacementPolicy:
+                            description: podReplacementPolicy specifies when to create
+                              replacement Pods.
+                            type: string
+                          podTemplateAnnotations:
+                            additionalProperties:
+                              type: string
+                            description: |-
+                              PodTemplateAnnotations are annotations to be applied to the CronJob's PodTemplate
+                              metadata.
+                            type: object
+                          suspend:
+                            description: suspend specifies whether the Job controller
+                              should create Pods or not.
+                            type: boolean
+                          ttlSecondsAfterFinished:
+                            description: |-
+                              ttlSecondsAfterFinished limits the lifetime of a Job that has finished
+                              execution (either Complete or Failed).
+                            format: int32
+                            type: integer
+                        type: object
+                      schedule:
+                        description: The schedule in Cron format, see https://en.wikipedia.org/wiki/Cron.
+                        type: string
+                      startingDeadlineSeconds:
+                        description: |-
+                          Optional deadline in seconds for starting the job if it misses scheduled
+                          time for any reason.
+                        format: int64
+                        type: integer
+                      successfulJobsHistoryLimit:
+                        description: The number of successful finished jobs to retain.
+                          Value must be non-negative integer.
+                        format: int32
+                        type: integer
+                      suspend:
+                        description: |-
+                          This flag tells the controller to suspend subsequent executions, it does
+                          not apply to already started executions.
+                        type: boolean
+                      timeZone:
+                        description: The time zone name for the given schedule, see
+                          https://en.wikipedia.org/wiki/List_of_tz_database_time_zones.
+                        type: string
+                    type: object
+                  dataQualityMonitoring:
+                    description: DataQualityMonitoring configures Data Quality Monitoring
+                      behaviour.
+                    properties:
+                      autoBaseline:
+                        default: true
+                        description: AutoBaseline controls whether baseline distribution
+                          is computed automatically on feast apply. Defaults to true.
+                        type: boolean
+                    type: object
+                  feastProject:
+                    description: FeastProject is the Feast project id.
+                    pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
+                    type: string
+                  feastProjectDir:
+                    description: FeastProjectDir defines how to create the feast project
+                      directory.
+                    properties:
+                      git:
+                        description: GitCloneOptions describes how a clone should
+                          be performed.
+                        properties:
+                          configs:
+                            additionalProperties:
+                              type: string
+                            description: |-
+                              Configs passed to git via `-c`
+                              e.g. http.sslVerify: 'false'
+                              OR 'url."https://api:\${TOKEN}@github.com/".
+                            type: object
+                          env:
+                            items:
+                              description: EnvVar represents an environment variable
+                                present in a Container.
+                              properties:
+                                name:
+                                  description: |-
+                                    Name of the environment variable.
+                                    May consist of any printable ASCII characters except '='.
+                                  type: string
+                                value:
+                                  description: |-
+                                    Variable references $(VAR_NAME) are expanded
+                                    using the previously defined environment variables in the container and...
+                                  type: string
+                                valueFrom:
+                                  description: Source for the environment variable's
+                                    value. Cannot be used if value is not empty.
+                                  properties:
+                                    configMapKeyRef:
+                                      description: Selects a key of a ConfigMap.
+                                      properties:
+                                        key:
+                                          description: The key to select.
+                                          type: string
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the ConfigMap
+                                            or its key must be defined
+                                          type: boolean
+                                      required:
+                                      - key
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    fieldRef:
+                                      description: 'Selects a field of the pod: supports
+                                        metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
+                                        `metadata.'
+                                      properties:
+                                        apiVersion:
+                                          description: Version of the schema the FieldPath
+                                            is written in terms of, defaults to "v1".
+                                          type: string
+                                        fieldPath:
+                                          description: Path of the field to select
+                                            in the specified API version.
+                                          type: string
+                                      required:
+                                      - fieldPath
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    fileKeyRef:
+                                      description: |-
+                                        FileKeyRef selects a key of the env file.
+                                        Requires the EnvFiles feature gate to be enabled.
+                                      properties:
+                                        key:
+                                          description: The key within the env file.
+                                            An invalid key will prevent the pod from
+                                            starting.
+                                          type: string
+                                        optional:
+                                          default: false
+                                          description: Specify whether the file or
+                                            its key must be defined.
+                                          type: boolean
+                                        path:
+                                          description: |-
+                                            The path within the volume from which to select the file.
+                                            Must be relative and may not contain the '..
+                                          type: string
+                                        volumeName:
+                                          description: The name of the volume mount
+                                            containing the env file.
+                                          type: string
+                                      required:
+                                      - key
+                                      - path
+                                      - volumeName
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    resourceFieldRef:
+                                      description: |-
+                                        Selects a resource of the container: only resources limits and requests
+                                        (limits.cpu, limits.memory, limits.
+                                      properties:
+                                        containerName:
+                                          description: 'Container name: required for
+                                            volumes, optional for env vars'
+                                          type: string
+                                        divisor:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          description: Specifies the output format
+                                            of the exposed resources, defaults to
+                                            "1"
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        resource:
+                                          description: 'Required: resource to select'
+                                          type: string
+                                      required:
+                                      - resource
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    secretKeyRef:
+                                      description: Selects a key of a secret in the
+                                        pod's namespace
+                                      properties:
+                                        key:
+                                          description: The key of the secret to select
+                                            from.  Must be a valid secret key.
                                           type: string
-                                        operator:
+                                        name:
+                                          default: ""
                                           description: |-
-                                            Represents the relationship between the container exit code(s) and the
-                                            specified values.
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
                                           type: string
-                                        values:
-                                          description: Specifies the set of values.
-                                          items:
-                                            format: int32
-                                            type: integer
-                                          type: array
-                                          x-kubernetes-list-type: set
+                                        optional:
+                                          description: Specify whether the Secret
+                                            or its key must be defined
+                                          type: boolean
                                       required:
-                                      - operator
-                                      - values
+                                      - key
                                       type: object
-                                    onPodConditions:
+                                      x-kubernetes-map-type: atomic
+                                  type: object
+                              required:
+                              - name
+                              type: object
+                            type: array
+                          envFrom:
+                            items:
+                              description: EnvFromSource represents the source of
+                                a set of ConfigMaps or Secrets
+                              properties:
+                                configMapRef:
+                                  description: The ConfigMap to select from
+                                  properties:
+                                    name:
+                                      default: ""
                                       description: |-
-                                        Represents the requirement on the pod conditions. The requirement is represented
-                                        as a list of pod condition patterns.
-                                      items:
-                                        description: |-
-                                          PodFailurePolicyOnPodConditionsPattern describes a pattern for matching
-                                          an actual pod condition type.
-                                        properties:
-                                          status:
-                                            description: Specifies the required Pod
-                                              condition status.
-                                            type: string
-                                          type:
-                                            description: Specifies the required Pod
-                                              condition type.
-                                            type: string
-                                        required:
-                                        - type
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                  required:
-                                  - action
+                                        Name of the referent.
+                                        This field is effectively required, but due to backwards compatibility is
+                                        allowed to be empty.
+                                      type: string
+                                    optional:
+                                      description: Specify whether the ConfigMap must
+                                        be defined
+                                      type: boolean
                                   type: object
-                                type: array
-                                x-kubernetes-list-type: atomic
-                            required:
-                            - rules
-                            type: object
-                          podReplacementPolicy:
-                            description: podReplacementPolicy specifies when to create
-                              replacement Pods.
+                                  x-kubernetes-map-type: atomic
+                                prefix:
+                                  description: Optional text to prepend to the name
+                                    of each environment variable.
+                                  type: string
+                                secretRef:
+                                  description: The Secret to select from
+                                  properties:
+                                    name:
+                                      default: ""
+                                      description: |-
+                                        Name of the referent.
+                                        This field is effectively required, but due to backwards compatibility is
+                                        allowed to be empty.
+                                      type: string
+                                    optional:
+                                      description: Specify whether the Secret must
+                                        be defined
+                                      type: boolean
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                              type: object
+                            type: array
+                          featureRepoPath:
+                            description: FeatureRepoPath is the relative path to the
+                              feature repo subdirectory. Default is 'feature_repo'.
                             type: string
-                          podTemplateAnnotations:
-                            additionalProperties:
-                              type: string
-                            description: |-
-                              PodTemplateAnnotations are annotations to be applied to the CronJob's PodTemplate
-                              metadata.
-                            type: object
-                          suspend:
-                            description: suspend specifies whether the Job controller
-                              should create Pods or not.
+                          ref:
+                            description: Reference to a branch / tag / commit
+                            type: string
+                          url:
+                            description: The repository URL to clone from.
+                            type: string
+                        required:
+                        - url
+                        type: object
+                        x-kubernetes-validations:
+                        - message: RepoPath must be a file name only, with no slashes.
+                          rule: 'has(self.featureRepoPath) ? !self.featureRepoPath.startsWith(''/'')
+                            : true'
+                      init:
+                        description: FeastInitOptions defines how to run a `feast
+                          init`.
+                        properties:
+                          minimal:
                             type: boolean
-                          ttlSecondsAfterFinished:
-                            description: |-
-                              ttlSecondsAfterFinished limits the lifetime of a Job that has finished
-                              execution (either Complete or Failed).
-                            format: int32
-                            type: integer
+                          template:
+                            description: Template for the created project
+                            enum:
+                            - local
+                            - gcp
+                            - aws
+                            - snowflake
+                            - spark
+                            - postgres
+                            - hbase
+                            - cassandra
+                            - hazelcast
+                            - couchbase
+                            - clickhouse
+                            - milvus
+                            - ray
+                            - ray_rag
+                            - pytorch_nlp
+                            type: string
                         type: object
-                      schedule:
-                        description: The schedule in Cron format, see https://en.wikipedia.org/wiki/Cron.
-                        type: string
-                      startingDeadlineSeconds:
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
+                    type: object
+                    x-kubernetes-validations:
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
+                  materialization:
+                    description: |-
+                      Materialization controls feature materialization behavior (batch size, pull strategy).
+                      Written into feature_store.
+                    properties:
+                      extraConfig:
+                        additionalProperties:
+                          type: string
                         description: |-
-                          Optional deadline in seconds for starting the job if it misses scheduled
-                          time for any reason.
-                        format: int64
-                        type: integer
-                      successfulJobsHistoryLimit:
-                        description: The number of successful finished jobs to retain.
-                          Value must be non-negative integer.
+                          ExtraConfig passes additional materialization key-value settings inline into
+                          feature_store.yaml.
+                        type: object
+                      onlineWriteBatchSize:
+                        description: |-
+                          Number of rows per batch when writing to the online store during materialization.
+                          Prevents OOM for large feature views.
                         format: int32
+                        minimum: 1
                         type: integer
-                      suspend:
-                        description: |-
-                          This flag tells the controller to suspend subsequent executions, it does
-                          not apply to already started executions.
-                        type: boolean
-                      timeZone:
-                        description: The time zone name for the given schedule, see
-                          https://en.wikipedia.org/wiki/List_of_tz_database_time_zones.
-                        type: string
                     type: object
-                  dataQualityMonitoring:
-                    description: DataQualityMonitoring configures Data Quality Monitoring
-                      behaviour.
+                  mlflow:
+                    description: |-
+                      Mlflow enables MLflow experiment tracking integration for Feast.
+                      Written into feature_store.
                     properties:
-                      autoBaseline:
-                        default: true
-                        description: AutoBaseline controls whether baseline distribution
-                          is computed automatically on feast apply. Defaults to true.
+                      autoLog:
+                        description: |-
+                          Automatically log feature metadata on every retrieval inside an active MLflow run.
+                          Defaults to true when enabled.
+                        type: boolean
+                      autoLogEntityDf:
+                        description: |-
+                          Save entity DataFrame as MLflow artifact on historical retrieval.
+                          Defaults to false.
+                        type: boolean
+                      enabled:
+                        description: Enable MLflow integration.
+                        type: boolean
+                      entityDfMaxRows:
+                        description: |-
+                          Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                          DataFrames exceeding this limit are skipped.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      extraConfig:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          ExtraConfig holds additional MLflow key-value settings written inline into
+                          the mlflow block of feature_store.yaml.
+                        type: object
+                      logOperations:
+                        description: |-
+                          Log feast apply and materialize operations to a separate MLflow experiment.
+                          Defaults to false.
                         type: boolean
+                      opsExperimentSuffix:
+                        description: |-
+                          Suffix appended to the project name for the operations experiment.
+                          Defaults to "-feast-ops".
+                        type: string
+                      trackingAuth:
+                        description: |-
+                          Authentication method used by Feast pods when calling the MLflow tracking
+                          server.
+                        type: string
+                      trackingUri:
+                        description: |-
+                          MLflow tracking server URI. When omitted, the operator auto-discovers
+                          from the cluster MLflow CR (status.address.url).
+                        type: string
+                      uiUrl:
+                        description: Browser-reachable MLflow UI URL used for hyperlinks
+                          in Feast UI lineage.
+                        type: string
+                    required:
+                    - enabled
                     type: object
-                  feastProject:
-                    description: FeastProject is the Feast project id.
-                    pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
-                    type: string
-                  feastProjectDir:
-                    description: FeastProjectDir defines how to create the feast project
-                      directory.
+                    x-kubernetes-validations:
+                    - message: extraConfig must not contain keys that duplicate typed
+                        fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                        auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                        use the corresponding spec fields instead.
+                      rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                        && !(''tracking_uri'' in self.extraConfig) && !(''ui_url''
+                        in self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                        && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                        in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                        && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                        in self.extraConfig)'
+                  openlineage:
+                    description: |-
+                      OpenLineage enables OpenLineage data lineage tracking for Feast operations.
+                      Written into feature_store.
                     properties:
-                      git:
-                        description: GitCloneOptions describes how a clone should
-                          be performed.
+                      apiKeySecretRef:
+                        description: Reference to a Secret containing the key "api_key"
+                          for lineage server authentication.
                         properties:
-                          configs:
-                            additionalProperties:
-                              type: string
+                          name:
+                            default: ""
                             description: |-
-                              Configs passed to git via `-c`
-                              e.g. http.sslVerify: 'false'
-                              OR 'url."https://api:\${TOKEN}@github.com/".
+                              Name of the referent.
+                              This field is effectively required, but due to backwards compatibility is
+                              allowed to be empty.
+                            type: string
+                        type: object
+                        x-kubernetes-map-type: atomic
+                      consumer:
+                        description: |-
+                          Consumer configures the OpenLineage consumer (event receiver) that enables
+                          Feast to receive and display lineage from...
+                        properties:
+                          apiKeySecretRef:
+                            description: |-
+                              Reference to a Secret containing the key "api_key" that producers must
+                              provide in the X-API-Key header when sending...
+                            properties:
+                              name:
+                                default: ""
+                                description: |-
+                                  Name of the referent.
+                                  This field is effectively required, but due to backwards compatibility is
+                                  allowed to be empty.
+                                type: string
                             type: object
-                          env:
-                            items:
-                              description: EnvVar represents an environment variable
-                                present in a Container.
-                              properties:
-                                name:
-                                  description: |-
-                                    Name of the environment variable.
-                                    May consist of any printable ASCII characters except '='.
-                                  type: string
-                                value:
-                                  description: |-
-                                    Variable references $(VAR_NAME) are expanded
-                                    using the previously defined environment variables in the container and...
-                                  type: string
-                                valueFrom:
-                                  description: Source for the environment variable's
-                                    value. Cannot be used if value is not empty.
-                                  properties:
-                                    configMapKeyRef:
-                                      description: Selects a key of a ConfigMap.
+                            x-kubernetes-map-type: atomic
+                          connectionStringSecretRef:
+                            description: |-
+                              Reference to a Secret containing the key "connection_string" for a separate
+                              lineage database.
+                            properties:
+                              name:
+                                default: ""
+                                description: |-
+                                  Name of the referent.
+                                  This field is effectively required, but due to backwards compatibility is
+                                  allowed to be empty.
+                                type: string
+                            type: object
+                            x-kubernetes-map-type: atomic
+                          enabled:
+                            description: Enable the OpenLineage consumer.
+                            type: boolean
+                          lineageServer:
+                            description: LineageServer enables a separate Deployment
+                              for the OpenLineage consumer.
+                            properties:
+                              replicas:
+                                default: 1
+                                description: Replicas for the lineage Deployment.
+                                  Default 1.
+                                format: int32
+                                minimum: 1
+                                type: integer
+                              server:
+                                description: Server configuration (image, resources,
+                                  env, TLS, etc.).
+                                properties:
+                                  env:
+                                    items:
+                                      description: EnvVar represents an environment
+                                        variable present in a Container.
                                       properties:
-                                        key:
-                                          description: The key to select.
-                                          type: string
                                         name:
-                                          default: ""
                                           description: |-
-                                            Name of the referent.
-                                            This field is effectively required, but due to backwards compatibility is
-                                            allowed to be empty.
-                                          type: string
-                                        optional:
-                                          description: Specify whether the ConfigMap
-                                            or its key must be defined
-                                          type: boolean
-                                      required:
-                                      - key
-                                      type: object
-                                      x-kubernetes-map-type: atomic
-                                    fieldRef:
-                                      description: 'Selects a field of the pod: supports
-                                        metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
-                                        `metadata.'
-                                      properties:
-                                        apiVersion:
-                                          description: Version of the schema the FieldPath
-                                            is written in terms of, defaults to "v1".
+                                            Name of the environment variable.
+                                            May consist of any printable ASCII characters except '='.
                                           type: string
-                                        fieldPath:
-                                          description: Path of the field to select
-                                            in the specified API version.
+                                        value:
+                                          description: |-
+                                            Variable references $(VAR_NAME) are expanded
+                                            using the previously defined environment variables in the container and...
                                           type: string
+                                        valueFrom:
+                                          description: Source for the environment
+                                            variable's value. Cannot be used if value
+                                            is not empty.
+                                          properties:
+                                            configMapKeyRef:
+                                              description: Selects a key of a ConfigMap.
+                                              properties:
+                                                key:
+                                                  description: The key to select.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    ConfigMap or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fieldRef:
+                                              description: 'Selects a field of the
+                                                pod: supports metadata.name, metadata.namespace,
+                                                `metadata.labels[''<KEY>'']`, `metadata.'
+                                              properties:
+                                                apiVersion:
+                                                  description: Version of the schema
+                                                    the FieldPath is written in terms
+                                                    of, defaults to "v1".
+                                                  type: string
+                                                fieldPath:
+                                                  description: Path of the field to
+                                                    select in the specified API version.
+                                                  type: string
+                                              required:
+                                              - fieldPath
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fileKeyRef:
+                                              description: |-
+                                                FileKeyRef selects a key of the env file.
+                                                Requires the EnvFiles feature gate to be enabled.
+                                              properties:
+                                                key:
+                                                  description: The key within the
+                                                    env file. An invalid key will
+                                                    prevent the pod from starting.
+                                                  type: string
+                                                optional:
+                                                  default: false
+                                                  description: Specify whether the
+                                                    file or its key must be defined.
+                                                  type: boolean
+                                                path:
+                                                  description: |-
+                                                    The path within the volume from which to select the file.
+                                                    Must be relative and may not contain the '..
+                                                  type: string
+                                                volumeName:
+                                                  description: The name of the volume
+                                                    mount containing the env file.
+                                                  type: string
+                                              required:
+                                              - key
+                                              - path
+                                              - volumeName
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            resourceFieldRef:
+                                              description: |-
+                                                Selects a resource of the container: only resources limits and requests
+                                                (limits.cpu, limits.memory, limits.
+                                              properties:
+                                                containerName:
+                                                  description: 'Container name: required
+                                                    for volumes, optional for env
+                                                    vars'
+                                                  type: string
+                                                divisor:
+                                                  anyOf:
+                                                  - type: integer
+                                                  - type: string
+                                                  description: Specifies the output
+                                                    format of the exposed resources,
+                                                    defaults to "1"
+                                                  pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                  x-kubernetes-int-or-string: true
+                                                resource:
+                                                  description: 'Required: resource
+                                                    to select'
+                                                  type: string
+                                              required:
+                                              - resource
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            secretKeyRef:
+                                              description: Selects a key of a secret
+                                                in the pod's namespace
+                                              properties:
+                                                key:
+                                                  description: The key of the secret
+                                                    to select from.  Must be a valid
+                                                    secret key.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    Secret or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                          type: object
                                       required:
-                                      - fieldPath
+                                      - name
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                    fileKeyRef:
-                                      description: |-
-                                        FileKeyRef selects a key of the env file.
-                                        Requires the EnvFiles feature gate to be enabled.
+                                    type: array
+                                  envFrom:
+                                    items:
+                                      description: EnvFromSource represents the source
+                                        of a set of ConfigMaps or Secrets
                                       properties:
-                                        key:
-                                          description: The key within the env file.
-                                            An invalid key will prevent the pod from
-                                            starting.
-                                          type: string
-                                        optional:
-                                          default: false
-                                          description: Specify whether the file or
-                                            its key must be defined.
-                                          type: boolean
-                                        path:
-                                          description: |-
-                                            The path within the volume from which to select the file.
-                                            Must be relative and may not contain the '..
-                                          type: string
-                                        volumeName:
-                                          description: The name of the volume mount
-                                            containing the env file.
+                                        configMapRef:
+                                          description: The ConfigMap to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        prefix:
+                                          description: Optional text to prepend to
+                                            the name of each environment variable.
                                           type: string
-                                      required:
-                                      - key
-                                      - path
-                                      - volumeName
+                                        secretRef:
+                                          description: The Secret to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                    resourceFieldRef:
-                                      description: |-
-                                        Selects a resource of the container: only resources limits and requests
-                                        (limits.cpu, limits.memory, limits.
-                                      properties:
-                                        containerName:
-                                          description: 'Container name: required for
-                                            volumes, optional for env vars'
-                                          type: string
-                                        divisor:
+                                    type: array
+                                  image:
+                                    type: string
+                                  imagePullPolicy:
+                                    description: PullPolicy describes a policy for
+                                      if/when to pull a container image
+                                    type: string
+                                  logLevel:
+                                    description: |-
+                                      LogLevel sets the logging level for the server
+                                      Allowed values: "debug", "info", "warning", "error", "critical".
+                                    enum:
+                                    - debug
+                                    - info
+                                    - warning
+                                    - error
+                                    - critical
+                                    type: string
+                                  metrics:
+                                    description: Metrics exposes Prometheus-compatible
+                                      metrics for the Feast server when enabled.
+                                    type: boolean
+                                  nodeSelector:
+                                    additionalProperties:
+                                      type: string
+                                    type: object
+                                  resources:
+                                    description: ResourceRequirements describes the
+                                      compute resource requirements.
+                                    properties:
+                                      claims:
+                                        description: |-
+                                          Claims lists the names of resources, defined in spec.resourceClaims,
+                                          that are used by this container.
+                                        items:
+                                          description: ResourceClaim references one
+                                            entry in PodSpec.ResourceClaims.
+                                          properties:
+                                            name:
+                                              description: |-
+                                                Name must match the name of one entry in pod.spec.resourceClaims of
+                                                the Pod where this field is used.
+                                              type: string
+                                            request:
+                                              description: Request is the name chosen
+                                                for a request in the referenced claim.
+                                              type: string
+                                          required:
+                                          - name
+                                          type: object
+                                        type: array
+                                        x-kubernetes-list-map-keys:
+                                        - name
+                                        x-kubernetes-list-type: map
+                                      limits:
+                                        additionalProperties:
                                           anyOf:
                                           - type: integer
                                           - type: string
-                                          description: Specifies the output format
-                                            of the exposed resources, defaults to
-                                            "1"
                                           pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                           x-kubernetes-int-or-string: true
-                                        resource:
-                                          description: 'Required: resource to select'
-                                          type: string
-                                      required:
-                                      - resource
-                                      type: object
-                                      x-kubernetes-map-type: atomic
-                                    secretKeyRef:
-                                      description: Selects a key of a secret in the
-                                        pod's namespace
+                                        description: |-
+                                          Limits describes the maximum amount of compute resources allowed.
+                                          More info: https://kubernetes.
+                                        type: object
+                                      requests:
+                                        additionalProperties:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        description: Requests describes the minimum
+                                          amount of compute resources required.
+                                        type: object
+                                    type: object
+                                  tls:
+                                    description: TlsConfigs configures server TLS
+                                      for a feast service.
+                                    properties:
+                                      disable:
+                                        description: will disable TLS for the feast
+                                          service. useful in an openshift cluster,
+                                          for example, where TLS is configured by
+                                          default
+                                        type: boolean
+                                      secretKeyNames:
+                                        description: SecretKeyNames defines the secret
+                                          key names for the TLS key and cert.
+                                        properties:
+                                          tlsCrt:
+                                            description: defaults to "tls.crt"
+                                            type: string
+                                          tlsKey:
+                                            description: defaults to "tls.key"
+                                            type: string
+                                        type: object
+                                      secretRef:
+                                        description: references the local k8s secret
+                                          where the TLS key and cert reside
+                                        properties:
+                                          name:
+                                            default: ""
+                                            description: |-
+                                              Name of the referent.
+                                              This field is effectively required, but due to backwards compatibility is
+                                              allowed to be empty.
+                                            type: string
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                    x-kubernetes-validations:
+                                    - message: '`secretRef` required if `disable`
+                                        is false.'
+                                      rule: '(!has(self.disable) || !self.disable)
+                                        ? has(self.secretRef) : true'
+                                  volumeMounts:
+                                    description: VolumeMounts defines the list of
+                                      volumes that should be mounted into the feast
+                                      container.
+                                    items:
+                                      description: VolumeMount describes a mounting
+                                        of a Volume within a container.
                                       properties:
-                                        key:
-                                          description: The key of the secret to select
-                                            from.  Must be a valid secret key.
+                                        mountPath:
+                                          description: |-
+                                            Path within the container at which the volume should be mounted.  Must
+                                            not contain ':'.
+                                          type: string
+                                        mountPropagation:
+                                          description: |-
+                                            mountPropagation determines how mounts are propagated from the host
+                                            to container and the other way around.
                                           type: string
                                         name:
-                                          default: ""
+                                          description: This must match the Name of
+                                            a Volume.
+                                          type: string
+                                        readOnly:
                                           description: |-
-                                            Name of the referent.
-                                            This field is effectively required, but due to backwards compatibility is
-                                            allowed to be empty.
+                                            Mounted read-only if true, read-write otherwise (false or unspecified).
+                                            Defaults to false.
+                                          type: boolean
+                                        recursiveReadOnly:
+                                          description: |-
+                                            RecursiveReadOnly specifies whether read-only mounts should be handled
+                                            recursively.
+                                          type: string
+                                        subPath:
+                                          description: |-
+                                            Path within the volume from which the container's volume should be mounted.
+                                            Defaults to "" (volume's root).
+                                          type: string
+                                        subPathExpr:
+                                          description: Expanded path within the volume
+                                            from which the container's volume should
+                                            be mounted.
                                           type: string
-                                        optional:
-                                          description: Specify whether the Secret
-                                            or its key must be defined
-                                          type: boolean
                                       required:
-                                      - key
+                                      - mountPath
+                                      - name
                                       type: object
-                                      x-kubernetes-map-type: atomic
-                                  type: object
-                              required:
-                              - name
-                              type: object
-                            type: array
-                          envFrom:
-                            items:
-                              description: EnvFromSource represents the source of
-                                a set of ConfigMaps or Secrets
-                              properties:
-                                configMapRef:
-                                  description: The ConfigMap to select from
-                                  properties:
-                                    name:
-                                      default: ""
-                                      description: |-
-                                        Name of the referent.
-                                        This field is effectively required, but due to backwards compatibility is
-                                        allowed to be empty.
-                                      type: string
-                                    optional:
-                                      description: Specify whether the ConfigMap must
-                                        be defined
-                                      type: boolean
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                                prefix:
-                                  description: Optional text to prepend to the name
-                                    of each environment variable.
-                                  type: string
-                                secretRef:
-                                  description: The Secret to select from
-                                  properties:
-                                    name:
-                                      default: ""
-                                      description: |-
-                                        Name of the referent.
-                                        This field is effectively required, but due to backwards compatibility is
-                                        allowed to be empty.
-                                      type: string
-                                    optional:
-                                      description: Specify whether the Secret must
-                                        be defined
-                                      type: boolean
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                              type: object
-                            type: array
-                          featureRepoPath:
-                            description: FeatureRepoPath is the relative path to the
-                              feature repo subdirectory. Default is 'feature_repo'.
-                            type: string
-                          ref:
-                            description: Reference to a branch / tag / commit
-                            type: string
-                          url:
-                            description: The repository URL to clone from.
-                            type: string
-                        required:
-                        - url
-                        type: object
-                        x-kubernetes-validations:
-                        - message: RepoPath must be a file name only, with no slashes.
-                          rule: 'has(self.featureRepoPath) ? !self.featureRepoPath.startsWith(''/'')
-                            : true'
-                      init:
-                        description: FeastInitOptions defines how to run a `feast
-                          init`.
-                        properties:
-                          minimal:
-                            type: boolean
-                          template:
-                            description: Template for the created project
-                            enum:
-                            - local
-                            - gcp
-                            - aws
-                            - snowflake
-                            - spark
-                            - postgres
-                            - hbase
-                            - cassandra
-                            - hazelcast
-                            - couchbase
-                            - clickhouse
-                            - milvus
-                            - ray
-                            - ray_rag
-                            - pytorch_nlp
-                            type: string
-                        type: object
-                    type: object
-                    x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
-                  materialization:
-                    description: |-
-                      Materialization controls feature materialization behavior (batch size, pull strategy).
-                      Written into feature_store.
-                    properties:
-                      extraConfig:
-                        additionalProperties:
-                          type: string
-                        description: |-
-                          ExtraConfig passes additional materialization key-value settings inline into
-                          feature_store.yaml.
-                        type: object
-                      onlineWriteBatchSize:
-                        description: |-
-                          Number of rows per batch when writing to the online store during materialization.
-                          Prevents OOM for large feature views.
-                        format: int32
-                        minimum: 1
-                        type: integer
-                    type: object
-                  openlineage:
-                    description: |-
-                      OpenLineage enables OpenLineage data lineage tracking for Feast operations.
-                      Written into feature_store.
-                    properties:
-                      apiKeySecretRef:
-                        description: Reference to a Secret containing the key "api_key"
-                          for lineage server authentication.
-                        properties:
-                          name:
-                            default: ""
-                            description: |-
-                              Name of the referent.
-                              This field is effectively required, but due to backwards compatibility is
-                              allowed to be empty.
-                            type: string
-                        type: object
-                        x-kubernetes-map-type: atomic
-                      consumer:
-                        description: |-
-                          Consumer configures the OpenLineage consumer (event receiver) that enables
-                          Feast to receive and display lineage from...
-                        properties:
-                          apiKeySecretRef:
-                            description: |-
-                              Reference to a Secret containing the key "api_key" that producers must
-                              provide in the X-API-Key header when sending...
-                            properties:
-                              name:
-                                default: ""
-                                description: |-
-                                  Name of the referent.
-                                  This field is effectively required, but due to backwards compatibility is
-                                  allowed to be empty.
-                                type: string
-                            type: object
-                            x-kubernetes-map-type: atomic
-                          connectionStringSecretRef:
-                            description: |-
-                              Reference to a Secret containing the key "connection_string" for a separate
-                              lineage database.
-                            properties:
-                              name:
-                                default: ""
-                                description: |-
-                                  Name of the referent.
-                                  This field is effectively required, but due to backwards compatibility is
-                                  allowed to be empty.
-                                type: string
+                                    type: array
+                                  workerConfigs:
+                                    description: WorkerConfigs defines the worker
+                                      configuration for the Feast server.
+                                    properties:
+                                      keepAliveTimeout:
+                                        description: |-
+                                          KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                          Defaults to 30.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      maxRequests:
+                                        description: |-
+                                          MaxRequests is the maximum number of requests a worker will process before restarting.
+                                          This helps prevent memory leaks.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      maxRequestsJitter:
+                                        description: |-
+                                          MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                          thundering herd effect on worker restart.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      registryTTLSeconds:
+                                        description: RegistryTTLSeconds is the number
+                                          of seconds after which the registry is refreshed.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      workerConnections:
+                                        description: |-
+                                          WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                          Defaults to 1000.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      workers:
+                                        description: Workers is the number of worker
+                                          processes. Use -1 to auto-calculate based
+                                          on CPU cores (2 * CPU + 1).
+                                        format: int32
+                                        minimum: -1
+                                        type: integer
+                                    type: object
+                                type: object
                             type: object
-                            x-kubernetes-map-type: atomic
-                          enabled:
-                            description: Enable the OpenLineage consumer.
-                            type: boolean
                           namespaceMapping:
                             additionalProperties:
                               type: string
@@ -7184,6 +8247,20 @@ spec:
                               NamespaceMapping maps OpenLineage namespaces to Feast projects for
                               RBAC-based filtering of lineage data in the UI.
                             type: object
+                          retentionCheckIntervalHours:
+                            default: 6
+                            description: RetentionCheckIntervalHours is how often
+                              the background pruning task runs, in hours.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          retentionDays:
+                            default: 30
+                            description: RetentionDays is the number of days to retain
+                              OpenLineage events and runs.
+                            format: int32
+                            minimum: 0
+                            type: integer
                           storeType:
                             default: sql
                             description: StoreType is the storage backend for lineage
@@ -7217,7 +8294,7 @@ spec:
                         - kafka
                         type: string
                       transportUrl:
-                        description: URL for HTTP transport (e.g. http://marquez:5000).
+                        description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
                           Required when transportType is "http".
                         type: string
                     required:
@@ -8020,6 +9097,10 @@ spec:
                       disableInitContainers:
                         description: Disable the 'feast repo initialization' initContainer
                         type: boolean
+                      initImage:
+                        description: InitImage overrides the image for init containers
+                          (feast-init, feast-apply).
+                        type: string
                       offlineStore:
                         description: OfflineStore configures the offline store service
                         properties:
@@ -8154,6 +9235,7 @@ spec:
                                     - clickhouse
                                     - ray
                                     - oracle
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
@@ -8562,6 +9644,11 @@ spec:
                       onlineStore:
                         description: OnlineStore configures the online store service
                         properties:
+                          disabled:
+                            description: |-
+                              Disabled skips deploying the online store service entirely, including its
+                              serving pod and persistence.
+                            type: boolean
                           persistence:
                             description: OnlineStorePersistence configures the persistence
                               settings for the online store service
@@ -12756,6 +13843,8 @@ spec:
                 description: ServiceHostnames defines the service hostnames in the
                   format of <domain>:<port>, e.g. example.svc.cluster.local:80
                 properties:
+                  lineage:
+                    type: string
                   offlineStore:
                     type: string
                   onlineStore:
@@ -12821,6 +13910,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -12845,8 +13937,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               cronJob:
                 description: FeastCronJob defines a CronJob to execute against a Feature
                   Store deployment.
@@ -13515,10 +14608,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               services:
                 description: FeatureStoreServices defines the desired feast services.
                   An ephemeral onlineStore feature server is deployed by default.
@@ -13687,6 +14802,7 @@ spec:
                                 - couchbase.offline
                                 - clickhouse
                                 - ray
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -17308,6 +18424,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -17332,8 +18452,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   cronJob:
                     description: FeastCronJob defines a CronJob to execute against
@@ -18012,10 +19133,32 @@ spec:
                             - pytorch_nlp
                             type: string
                         type: object
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
                   services:
                     description: FeatureStoreServices defines the desired feast services.
                       An ephemeral onlineStore feature server is deployed by default.
@@ -18186,6 +19329,7 @@ spec:
                                     - couchbase.offline
                                     - clickhouse
                                     - ray
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
diff --git a/infra/feast-operator/config/default/related_image_fs_patch.yaml b/infra/feast-operator/config/default/related_image_fs_patch.yaml
index 5ab07fd91e1..518e834c200 100644
--- a/infra/feast-operator/config/default/related_image_fs_patch.yaml
+++ b/infra/feast-operator/config/default/related_image_fs_patch.yaml
@@ -9,6 +9,6 @@ spec:
       - name: manager
         env:
         - name: RELATED_IMAGE_FEATURE_SERVER
-          value: quay.io/feastdev/feature-server:0.65.0
+          value: quay.io/feastdev/feature-server:0.66.0
         - name: RELATED_IMAGE_CRON_JOB
           value: quay.io/openshift/origin-cli:4.17
diff --git a/infra/feast-operator/config/manager/kustomization.yaml b/infra/feast-operator/config/manager/kustomization.yaml
index 5f3ce6cadda..d1f43935299 100644
--- a/infra/feast-operator/config/manager/kustomization.yaml
+++ b/infra/feast-operator/config/manager/kustomization.yaml
@@ -5,4 +5,4 @@ kind: Kustomization
 images:
 - name: controller
   newName: quay.io/feastdev/feast-operator
-  newTag: 0.65.0
+  newTag: 0.66.0
diff --git a/infra/feast-operator/config/overlays/odh/params.env b/infra/feast-operator/config/overlays/odh/params.env
index b0d55d6bd70..991d9db298d 100644
--- a/infra/feast-operator/config/overlays/odh/params.env
+++ b/infra/feast-operator/config/overlays/odh/params.env
@@ -1,5 +1,5 @@
-RELATED_IMAGE_FEAST_OPERATOR=quay.io/feastdev/feast-operator:0.65.0
-RELATED_IMAGE_FEATURE_SERVER=quay.io/feastdev/feature-server:0.65.0
+RELATED_IMAGE_FEAST_OPERATOR=quay.io/feastdev/feast-operator:0.66.0
+RELATED_IMAGE_FEATURE_SERVER=quay.io/feastdev/feature-server:0.66.0
 RELATED_IMAGE_CRON_JOB=quay.io/openshift/origin-cli:4.17
 # Set at deploy time by the Open Data Hub operator from GatewayConfig (external OIDC).
 OIDC_ISSUER_URL=
diff --git a/infra/feast-operator/config/overlays/rhoai/params.env b/infra/feast-operator/config/overlays/rhoai/params.env
index dabacfd458c..62d39d57323 100644
--- a/infra/feast-operator/config/overlays/rhoai/params.env
+++ b/infra/feast-operator/config/overlays/rhoai/params.env
@@ -1,5 +1,5 @@
-RELATED_IMAGE_FEAST_OPERATOR=quay.io/feastdev/feast-operator:0.65.0
-RELATED_IMAGE_FEATURE_SERVER=quay.io/feastdev/feature-server:0.65.0
+RELATED_IMAGE_FEAST_OPERATOR=quay.io/feastdev/feast-operator:0.66.0
+RELATED_IMAGE_FEATURE_SERVER=quay.io/feastdev/feature-server:0.66.0
 RELATED_IMAGE_CRON_JOB=registry.redhat.io/openshift4/ose-cli@sha256:bc35a9fc663baf0d6493cc57e89e77a240a36c43cf38fb78d8e61d3b87cf5cc5
 # Set at deploy time by the Open Data Hub operator from GatewayConfig (external OIDC).
 OIDC_ISSUER_URL=
\ No newline at end of file
diff --git a/infra/feast-operator/config/rbac/role.yaml b/infra/feast-operator/config/rbac/role.yaml
index a79dca283ed..cedcf372910 100644
--- a/infra/feast-operator/config/rbac/role.yaml
+++ b/infra/feast-operator/config/rbac/role.yaml
@@ -136,6 +136,14 @@ rules:
   - get
   - patch
   - update
+- apiGroups:
+  - mlflow.opendatahub.io
+  resources:
+  - mlflows
+  verbs:
+  - get
+  - list
+  - watch
 - apiGroups:
   - monitoring.coreos.com
   resources:
@@ -163,10 +171,36 @@ rules:
   - rbac.authorization.k8s.io
   resources:
   - clusterrolebindings
+  verbs:
+  - create
+  - delete
+  - get
+  - list
+  - update
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resources:
   - clusterroles
+  verbs:
+  - create
+  - get
+  - list
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resourceNames:
+  - feast-discover-namespaces
+  - feast-oidc-token-review
+  - feast-token-review-cluster-role
+  resources:
+  - clusterroles
+  verbs:
+  - delete
+  - update
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resources:
   - rolebindings
   - roles
-  - subjectaccessreviews
   verbs:
   - create
   - delete
diff --git a/infra/feast-operator/config/samples/v1_featurestore_lineage_server.yaml b/infra/feast-operator/config/samples/v1_featurestore_lineage_server.yaml
new file mode 100644
index 00000000000..1ad02326c47
--- /dev/null
+++ b/infra/feast-operator/config/samples/v1_featurestore_lineage_server.yaml
@@ -0,0 +1,61 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: lineage-consumer-secret
+  namespace: feast
+stringData:
+  api_key: "consumer-api-key-for-producers"  #pragma: allowlist secret
+---
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: sample-lineage-server
+  namespace: feast
+spec:
+  feastProject: my_project
+  services:
+    registry:
+      local:
+        persistence:
+          store:
+            type: sql
+            secretRef:
+              name: registry-db-secret
+  openlineage:
+    enabled: true
+    # Producer transport is auto-configured when lineageServer is set.
+    # No need to specify transportUrl/transportEndpoint — the operator
+    # automatically points the producer to the lineage Service.
+    extraConfig:
+      namespace: "my_project"
+      producer: "feast-operator"
+      emit_on_apply: "true"
+      emit_on_materialize: "true"
+    consumer:
+      enabled: true
+      storeType: sql
+      # Optional: separate database for lineage storage.
+      # If omitted, reuses the SQL registry database.
+      # connectionStringSecretRef:
+      #   name: lineage-db-secret
+      apiKeySecretRef:
+        name: lineage-consumer-secret
+      namespaceMapping:
+        airflow_production: my_project
+        spark_etl: my_project
+      retentionDays: 30
+      retentionCheckIntervalHours: 6
+      # lineageServer creates a separate Deployment for the consumer.
+      # The main Feast Deployment only runs the producer.
+      lineageServer:
+        replicas: 2
+        # Optional: override image, resources, etc.
+        # server:
+        #   image: "quay.io/feast/feast:latest"
+        #   resources:
+        #     requests:
+        #       cpu: "250m"
+        #       memory: "256Mi"
+        #     limits:
+        #       cpu: "500m"
+        #       memory: "512Mi"
diff --git a/infra/feast-operator/config/samples/v1_featurestore_oidc_auth.yaml b/infra/feast-operator/config/samples/v1_featurestore_oidc_auth.yaml
index 7ef676d0297..97f325bb0bd 100644
--- a/infra/feast-operator/config/samples/v1_featurestore_oidc_auth.yaml
+++ b/infra/feast-operator/config/samples/v1_featurestore_oidc_auth.yaml
@@ -19,3 +19,7 @@ stringData:
   client_secret: client_secret
   username: username
   password: password
+  # Optional: enable audience/issuer claim verification on the servers.
+  # Values must match the claims in the tokens your IdP issues.
+  # audience: api://feast-feature-server
+  # issuer: https://idp.example.com/realms/feast
diff --git a/infra/feast-operator/config/samples/v1_featurestore_openlineage_consumer.yaml b/infra/feast-operator/config/samples/v1_featurestore_openlineage_consumer.yaml
index 9e242896135..cf96b277c94 100644
--- a/infra/feast-operator/config/samples/v1_featurestore_openlineage_consumer.yaml
+++ b/infra/feast-operator/config/samples/v1_featurestore_openlineage_consumer.yaml
@@ -61,3 +61,8 @@ spec:
         airflow_production: my_project
         spark_etl: my_project
         dbt_analytics: my_project
+      # Retention: auto-prune events and runs older than N days.
+      # Set to 0 to keep everything. Default: 30 days.
+      retentionDays: 30
+      # How often the pruning task runs (hours). Default: 6.
+      retentionCheckIntervalHours: 6
diff --git a/infra/feast-operator/config/samples/v1_featurestore_packaged.yaml b/infra/feast-operator/config/samples/v1_featurestore_packaged.yaml
new file mode 100644
index 00000000000..4b334b9d3d8
--- /dev/null
+++ b/infra/feast-operator/config/samples/v1_featurestore_packaged.yaml
@@ -0,0 +1,10 @@
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: sample-packaged
+spec:
+  feastProject: sample_packaged
+  feastProjectDir:
+    packaged:
+      image: registry.example.com/feature-server@sha256:0123456789abcdef
+      featureRepoPath: /opt/feast/feature_repo
diff --git a/infra/feast-operator/dist/install.yaml b/infra/feast-operator/dist/install.yaml
index 854d625bff5..9ac76fc46d1 100644
--- a/infra/feast-operator/dist/install.yaml
+++ b/infra/feast-operator/dist/install.yaml
@@ -65,6 +65,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -89,6 +92,18 @@ spec:
                           to derive the discovery endpoint.
                         pattern: ^https://\S+$
                         type: string
+                      jwksCacheLifespanSeconds:
+                        description: Seconds the servers reuse the provider's fetched
+                          JWK set before refetching. Defaults to 300.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      jwksRequestTimeoutSeconds:
+                        description: Seconds before a JWKS fetch times out. Defaults
+                          to 10.
+                        format: int32
+                        minimum: 1
+                        type: integer
                       secretKeyName:
                         description: Key in the Secret containing all OIDC properties
                           as a YAML value. If unset, each key is a property.
@@ -117,8 +132,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               batchEngine:
                 description: BatchEngineConfig defines the batch compute engine configuration.
                 properties:
@@ -818,10 +834,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               materialization:
                 description: |-
                   Materialization controls feature materialization behavior (batch size, pull strategy).
@@ -842,6 +880,77 @@ spec:
                     minimum: 1
                     type: integer
                 type: object
+              mlflow:
+                description: |-
+                  Mlflow enables MLflow experiment tracking integration for Feast.
+                  Written into feature_store.
+                properties:
+                  autoLog:
+                    description: |-
+                      Automatically log feature metadata on every retrieval inside an active MLflow run.
+                      Defaults to true when enabled.
+                    type: boolean
+                  autoLogEntityDf:
+                    description: |-
+                      Save entity DataFrame as MLflow artifact on historical retrieval.
+                      Defaults to false.
+                    type: boolean
+                  enabled:
+                    description: Enable MLflow integration.
+                    type: boolean
+                  entityDfMaxRows:
+                    description: |-
+                      Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                      DataFrames exceeding this limit are skipped.
+                    format: int32
+                    minimum: 1
+                    type: integer
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional MLflow key-value settings written inline into
+                      the mlflow block of feature_store.yaml.
+                    type: object
+                  logOperations:
+                    description: |-
+                      Log feast apply and materialize operations to a separate MLflow experiment.
+                      Defaults to false.
+                    type: boolean
+                  opsExperimentSuffix:
+                    description: |-
+                      Suffix appended to the project name for the operations experiment.
+                      Defaults to "-feast-ops".
+                    type: string
+                  trackingAuth:
+                    description: |-
+                      Authentication method used by Feast pods when calling the MLflow tracking
+                      server.
+                    type: string
+                  trackingUri:
+                    description: |-
+                      MLflow tracking server URI. When omitted, the operator auto-discovers
+                      from the cluster MLflow CR (status.address.url).
+                    type: string
+                  uiUrl:
+                    description: Browser-reachable MLflow UI URL used for hyperlinks
+                      in Feast UI lineage.
+                    type: string
+                required:
+                - enabled
+                type: object
+                x-kubernetes-validations:
+                - message: extraConfig must not contain keys that duplicate typed
+                    fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                    auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                    use the corresponding spec fields instead.
+                  rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                    && !(''tracking_uri'' in self.extraConfig) && !(''ui_url'' in
+                    self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                    && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                    in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                    && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                    in self.extraConfig)'
               openlineage:
                 description: |-
                   OpenLineage enables OpenLineage data lineage tracking for Feast operations.
@@ -896,195 +1005,616 @@ spec:
                       enabled:
                         description: Enable the OpenLineage consumer.
                         type: boolean
-                      namespaceMapping:
-                        additionalProperties:
-                          type: string
-                        description: |-
-                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
-                          RBAC-based filtering of lineage data in the UI.
-                        type: object
-                      storeType:
-                        default: sql
-                        description: StoreType is the storage backend for lineage
-                          events. Currently only "sql" is supported.
-                        enum:
-                        - sql
-                        type: string
-                    required:
-                    - enabled
-                    type: object
-                  enabled:
-                    description: Enable OpenLineage integration.
-                    type: boolean
-                  extraConfig:
-                    additionalProperties:
-                      type: string
-                    description: |-
-                      ExtraConfig holds additional OpenLineage key-value settings written inline into
-                      the openlineage block of feature_store.
-                    type: object
-                  transportEndpoint:
-                    description: API endpoint path appended to transportUrl. Defaults
-                      to "api/v1/lineage".
-                    type: string
-                  transportType:
-                    description: Transport type for lineage events.
-                    enum:
-                    - http
-                    - console
-                    - file
-                    - kafka
-                    type: string
-                  transportUrl:
-                    description: URL for HTTP transport (e.g. http://marquez:5000).
-                      Required when transportType is "http".
-                    type: string
-                required:
-                - enabled
-                type: object
-              replicas:
-                default: 1
-                description: |-
-                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
-                  Mutually exclusive with services.
-                format: int32
-                minimum: 1
-                type: integer
-              services:
-                description: FeatureStoreServices defines the desired feast services.
-                  An ephemeral onlineStore feature server is deployed by default.
-                properties:
-                  affinity:
-                    description: Affinity defines the pod scheduling constraints for
-                      the FeatureStore deployment.
-                    properties:
-                      nodeAffinity:
-                        description: Describes node affinity scheduling rules for
-                          the pod.
+                      lineageServer:
+                        description: LineageServer enables a separate Deployment for
+                          the OpenLineage consumer.
                         properties:
-                          preferredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              The scheduler will prefer to schedule pods to nodes that satisfy
-                              the affinity expressions specified by this field, but...
-                            items:
-                              description: |-
-                                An empty preferred scheduling term matches all objects with implicit weight 0
-                                (i.e. it's a no-op).
-                              properties:
-                                preference:
-                                  description: A node selector term, associated with
-                                    the corresponding weight.
-                                  properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                    matchFields:
-                                      description: A list of node selector requirements
-                                        by node's fields.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
-                                              type: string
-                                            type: array
-                                            x-kubernetes-list-type: atomic
-                                        required:
-                                        - key
-                                        - operator
-                                        type: object
-                                      type: array
-                                      x-kubernetes-list-type: atomic
-                                  type: object
-                                  x-kubernetes-map-type: atomic
-                                weight:
-                                  description: Weight associated with matching the
-                                    corresponding nodeSelectorTerm, in the range 1-100.
-                                  format: int32
-                                  type: integer
-                              required:
-                              - preference
-                              - weight
-                              type: object
-                            type: array
-                            x-kubernetes-list-type: atomic
-                          requiredDuringSchedulingIgnoredDuringExecution:
-                            description: |-
-                              If the affinity requirements specified by this field are not met at
-                              scheduling time, the pod will not be scheduled onto...
+                          replicas:
+                            default: 1
+                            description: Replicas for the lineage Deployment. Default
+                              1.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          server:
+                            description: Server configuration (image, resources, env,
+                              TLS, etc.).
                             properties:
-                              nodeSelectorTerms:
-                                description: Required. A list of node selector terms.
-                                  The terms are ORed.
+                              env:
                                 items:
-                                  description: |-
-                                    A null or empty node selector term matches no objects. The requirements of
-                                    them are ANDed.
+                                  description: EnvVar represents an environment variable
+                                    present in a Container.
                                   properties:
-                                    matchExpressions:
-                                      description: A list of node selector requirements
-                                        by node's labels.
-                                      items:
-                                        description: |-
-                                          A node selector requirement is a selector that contains values, a key, and an operator
-                                          that relates the key and values.
-                                        properties:
-                                          key:
-                                            description: The label key that the selector
-                                              applies to.
-                                            type: string
-                                          operator:
-                                            description: |-
-                                              Represents a key's relationship to a set of values.
-                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
-                                            type: string
-                                          values:
-                                            description: |-
-                                              An array of string values. If the operator is In or NotIn,
-                                              the values array must be non-empty.
-                                            items:
+                                    name:
+                                      description: |-
+                                        Name of the environment variable.
+                                        May consist of any printable ASCII characters except '='.
+                                      type: string
+                                    value:
+                                      description: |-
+                                        Variable references $(VAR_NAME) are expanded
+                                        using the previously defined environment variables in the container and...
+                                      type: string
+                                    valueFrom:
+                                      description: Source for the environment variable's
+                                        value. Cannot be used if value is not empty.
+                                      properties:
+                                        configMapKeyRef:
+                                          description: Selects a key of a ConfigMap.
+                                          properties:
+                                            key:
+                                              description: The key to select.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fieldRef:
+                                          description: 'Selects a field of the pod:
+                                            supports metadata.name, metadata.namespace,
+                                            `metadata.labels[''<KEY>'']`, `metadata.'
+                                          properties:
+                                            apiVersion:
+                                              description: Version of the schema the
+                                                FieldPath is written in terms of,
+                                                defaults to "v1".
+                                              type: string
+                                            fieldPath:
+                                              description: Path of the field to select
+                                                in the specified API version.
+                                              type: string
+                                          required:
+                                          - fieldPath
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        fileKeyRef:
+                                          description: |-
+                                            FileKeyRef selects a key of the env file.
+                                            Requires the EnvFiles feature gate to be enabled.
+                                          properties:
+                                            key:
+                                              description: The key within the env
+                                                file. An invalid key will prevent
+                                                the pod from starting.
+                                              type: string
+                                            optional:
+                                              default: false
+                                              description: Specify whether the file
+                                                or its key must be defined.
+                                              type: boolean
+                                            path:
+                                              description: |-
+                                                The path within the volume from which to select the file.
+                                                Must be relative and may not contain the '..
+                                              type: string
+                                            volumeName:
+                                              description: The name of the volume
+                                                mount containing the env file.
+                                              type: string
+                                          required:
+                                          - key
+                                          - path
+                                          - volumeName
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        resourceFieldRef:
+                                          description: |-
+                                            Selects a resource of the container: only resources limits and requests
+                                            (limits.cpu, limits.memory, limits.
+                                          properties:
+                                            containerName:
+                                              description: 'Container name: required
+                                                for volumes, optional for env vars'
+                                              type: string
+                                            divisor:
+                                              anyOf:
+                                              - type: integer
+                                              - type: string
+                                              description: Specifies the output format
+                                                of the exposed resources, defaults
+                                                to "1"
+                                              pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                              x-kubernetes-int-or-string: true
+                                            resource:
+                                              description: 'Required: resource to
+                                                select'
+                                              type: string
+                                          required:
+                                          - resource
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        secretKeyRef:
+                                          description: Selects a key of a secret in
+                                            the pod's namespace
+                                          properties:
+                                            key:
+                                              description: The key of the secret to
+                                                select from.  Must be a valid secret
+                                                key.
+                                              type: string
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                or its key must be defined
+                                              type: boolean
+                                          required:
+                                          - key
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                      type: object
+                                  required:
+                                  - name
+                                  type: object
+                                type: array
+                              envFrom:
+                                items:
+                                  description: EnvFromSource represents the source
+                                    of a set of ConfigMaps or Secrets
+                                  properties:
+                                    configMapRef:
+                                      description: The ConfigMap to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the ConfigMap
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                    prefix:
+                                      description: Optional text to prepend to the
+                                        name of each environment variable.
+                                      type: string
+                                    secretRef:
+                                      description: The Secret to select from
+                                      properties:
+                                        name:
+                                          default: ""
+                                          description: |-
+                                            Name of the referent.
+                                            This field is effectively required, but due to backwards compatibility is
+                                            allowed to be empty.
+                                          type: string
+                                        optional:
+                                          description: Specify whether the Secret
+                                            must be defined
+                                          type: boolean
+                                      type: object
+                                      x-kubernetes-map-type: atomic
+                                  type: object
+                                type: array
+                              image:
+                                type: string
+                              imagePullPolicy:
+                                description: PullPolicy describes a policy for if/when
+                                  to pull a container image
+                                type: string
+                              logLevel:
+                                description: |-
+                                  LogLevel sets the logging level for the server
+                                  Allowed values: "debug", "info", "warning", "error", "critical".
+                                enum:
+                                - debug
+                                - info
+                                - warning
+                                - error
+                                - critical
+                                type: string
+                              metrics:
+                                description: Metrics exposes Prometheus-compatible
+                                  metrics for the Feast server when enabled.
+                                type: boolean
+                              nodeSelector:
+                                additionalProperties:
+                                  type: string
+                                type: object
+                              resources:
+                                description: ResourceRequirements describes the compute
+                                  resource requirements.
+                                properties:
+                                  claims:
+                                    description: |-
+                                      Claims lists the names of resources, defined in spec.resourceClaims,
+                                      that are used by this container.
+                                    items:
+                                      description: ResourceClaim references one entry
+                                        in PodSpec.ResourceClaims.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name must match the name of one entry in pod.spec.resourceClaims of
+                                            the Pod where this field is used.
+                                          type: string
+                                        request:
+                                          description: Request is the name chosen
+                                            for a request in the referenced claim.
+                                          type: string
+                                      required:
+                                      - name
+                                      type: object
+                                    type: array
+                                    x-kubernetes-list-map-keys:
+                                    - name
+                                    x-kubernetes-list-type: map
+                                  limits:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: |-
+                                      Limits describes the maximum amount of compute resources allowed.
+                                      More info: https://kubernetes.
+                                    type: object
+                                  requests:
+                                    additionalProperties:
+                                      anyOf:
+                                      - type: integer
+                                      - type: string
+                                      pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                      x-kubernetes-int-or-string: true
+                                    description: Requests describes the minimum amount
+                                      of compute resources required.
+                                    type: object
+                                type: object
+                              tls:
+                                description: TlsConfigs configures server TLS for
+                                  a feast service.
+                                properties:
+                                  disable:
+                                    description: will disable TLS for the feast service.
+                                      useful in an openshift cluster, for example,
+                                      where TLS is configured by default
+                                    type: boolean
+                                  secretKeyNames:
+                                    description: SecretKeyNames defines the secret
+                                      key names for the TLS key and cert.
+                                    properties:
+                                      tlsCrt:
+                                        description: defaults to "tls.crt"
+                                        type: string
+                                      tlsKey:
+                                        description: defaults to "tls.key"
+                                        type: string
+                                    type: object
+                                  secretRef:
+                                    description: references the local k8s secret where
+                                      the TLS key and cert reside
+                                    properties:
+                                      name:
+                                        default: ""
+                                        description: |-
+                                          Name of the referent.
+                                          This field is effectively required, but due to backwards compatibility is
+                                          allowed to be empty.
+                                        type: string
+                                    type: object
+                                    x-kubernetes-map-type: atomic
+                                type: object
+                                x-kubernetes-validations:
+                                - message: '`secretRef` required if `disable` is false.'
+                                  rule: '(!has(self.disable) || !self.disable) ? has(self.secretRef)
+                                    : true'
+                              volumeMounts:
+                                description: VolumeMounts defines the list of volumes
+                                  that should be mounted into the feast container.
+                                items:
+                                  description: VolumeMount describes a mounting of
+                                    a Volume within a container.
+                                  properties:
+                                    mountPath:
+                                      description: |-
+                                        Path within the container at which the volume should be mounted.  Must
+                                        not contain ':'.
+                                      type: string
+                                    mountPropagation:
+                                      description: |-
+                                        mountPropagation determines how mounts are propagated from the host
+                                        to container and the other way around.
+                                      type: string
+                                    name:
+                                      description: This must match the Name of a Volume.
+                                      type: string
+                                    readOnly:
+                                      description: |-
+                                        Mounted read-only if true, read-write otherwise (false or unspecified).
+                                        Defaults to false.
+                                      type: boolean
+                                    recursiveReadOnly:
+                                      description: |-
+                                        RecursiveReadOnly specifies whether read-only mounts should be handled
+                                        recursively.
+                                      type: string
+                                    subPath:
+                                      description: |-
+                                        Path within the volume from which the container's volume should be mounted.
+                                        Defaults to "" (volume's root).
+                                      type: string
+                                    subPathExpr:
+                                      description: Expanded path within the volume
+                                        from which the container's volume should be
+                                        mounted.
+                                      type: string
+                                  required:
+                                  - mountPath
+                                  - name
+                                  type: object
+                                type: array
+                              workerConfigs:
+                                description: WorkerConfigs defines the worker configuration
+                                  for the Feast server.
+                                properties:
+                                  keepAliveTimeout:
+                                    description: |-
+                                      KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                      Defaults to 30.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  maxRequests:
+                                    description: |-
+                                      MaxRequests is the maximum number of requests a worker will process before restarting.
+                                      This helps prevent memory leaks.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  maxRequestsJitter:
+                                    description: |-
+                                      MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                      thundering herd effect on worker restart.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  registryTTLSeconds:
+                                    description: RegistryTTLSeconds is the number
+                                      of seconds after which the registry is refreshed.
+                                    format: int32
+                                    minimum: 0
+                                    type: integer
+                                  workerConnections:
+                                    description: |-
+                                      WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                      Defaults to 1000.
+                                    format: int32
+                                    minimum: 1
+                                    type: integer
+                                  workers:
+                                    description: Workers is the number of worker processes.
+                                      Use -1 to auto-calculate based on CPU cores
+                                      (2 * CPU + 1).
+                                    format: int32
+                                    minimum: -1
+                                    type: integer
+                                type: object
+                            type: object
+                        type: object
+                      namespaceMapping:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          NamespaceMapping maps OpenLineage namespaces to Feast projects for
+                          RBAC-based filtering of lineage data in the UI.
+                        type: object
+                      retentionCheckIntervalHours:
+                        default: 6
+                        description: RetentionCheckIntervalHours is how often the
+                          background pruning task runs, in hours.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      retentionDays:
+                        default: 30
+                        description: RetentionDays is the number of days to retain
+                          OpenLineage events and runs.
+                        format: int32
+                        minimum: 0
+                        type: integer
+                      storeType:
+                        default: sql
+                        description: StoreType is the storage backend for lineage
+                          events. Currently only "sql" is supported.
+                        enum:
+                        - sql
+                        type: string
+                    required:
+                    - enabled
+                    type: object
+                  enabled:
+                    description: Enable OpenLineage integration.
+                    type: boolean
+                  extraConfig:
+                    additionalProperties:
+                      type: string
+                    description: |-
+                      ExtraConfig holds additional OpenLineage key-value settings written inline into
+                      the openlineage block of feature_store.
+                    type: object
+                  transportEndpoint:
+                    description: API endpoint path appended to transportUrl. Defaults
+                      to "api/v1/lineage".
+                    type: string
+                  transportType:
+                    description: Transport type for lineage events.
+                    enum:
+                    - http
+                    - console
+                    - file
+                    - kafka
+                    type: string
+                  transportUrl:
+                    description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
+                      Required when transportType is "http".
+                    type: string
+                required:
+                - enabled
+                type: object
+              replicas:
+                default: 1
+                description: |-
+                  Replicas is the desired number of pod replicas. Used by the scale sub-resource.
+                  Mutually exclusive with services.
+                format: int32
+                minimum: 1
+                type: integer
+              services:
+                description: FeatureStoreServices defines the desired feast services.
+                  An ephemeral onlineStore feature server is deployed by default.
+                properties:
+                  affinity:
+                    description: Affinity defines the pod scheduling constraints for
+                      the FeatureStore deployment.
+                    properties:
+                      nodeAffinity:
+                        description: Describes node affinity scheduling rules for
+                          the pod.
+                        properties:
+                          preferredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              The scheduler will prefer to schedule pods to nodes that satisfy
+                              the affinity expressions specified by this field, but...
+                            items:
+                              description: |-
+                                An empty preferred scheduling term matches all objects with implicit weight 0
+                                (i.e. it's a no-op).
+                              properties:
+                                preference:
+                                  description: A node selector term, associated with
+                                    the corresponding weight.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                    matchFields:
+                                      description: A list of node selector requirements
+                                        by node's fields.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
+                                              type: string
+                                            type: array
+                                            x-kubernetes-list-type: atomic
+                                        required:
+                                        - key
+                                        - operator
+                                        type: object
+                                      type: array
+                                      x-kubernetes-list-type: atomic
+                                  type: object
+                                  x-kubernetes-map-type: atomic
+                                weight:
+                                  description: Weight associated with matching the
+                                    corresponding nodeSelectorTerm, in the range 1-100.
+                                  format: int32
+                                  type: integer
+                              required:
+                              - preference
+                              - weight
+                              type: object
+                            type: array
+                            x-kubernetes-list-type: atomic
+                          requiredDuringSchedulingIgnoredDuringExecution:
+                            description: |-
+                              If the affinity requirements specified by this field are not met at
+                              scheduling time, the pod will not be scheduled onto...
+                            properties:
+                              nodeSelectorTerms:
+                                description: Required. A list of node selector terms.
+                                  The terms are ORed.
+                                items:
+                                  description: |-
+                                    A null or empty node selector term matches no objects. The requirements of
+                                    them are ANDed.
+                                  properties:
+                                    matchExpressions:
+                                      description: A list of node selector requirements
+                                        by node's labels.
+                                      items:
+                                        description: |-
+                                          A node selector requirement is a selector that contains values, a key, and an operator
+                                          that relates the key and values.
+                                        properties:
+                                          key:
+                                            description: The label key that the selector
+                                              applies to.
+                                            type: string
+                                          operator:
+                                            description: |-
+                                              Represents a key's relationship to a set of values.
+                                              Valid operators are In, NotIn, Exists, DoesNotExist. Gt, and Lt.
+                                            type: string
+                                          values:
+                                            description: |-
+                                              An array of string values. If the operator is In or NotIn,
+                                              the values array must be non-empty.
+                                            items:
                                               type: string
                                             type: array
                                             x-kubernetes-list-type: atomic
@@ -1731,6 +2261,10 @@ spec:
                   disableInitContainers:
                     description: Disable the 'feast repo initialization' initContainer
                     type: boolean
+                  initImage:
+                    description: InitImage overrides the image for init containers
+                      (feast-init, feast-apply).
+                    type: string
                   offlineStore:
                     description: OfflineStore configures the offline store service
                     properties:
@@ -1863,6 +2397,7 @@ spec:
                                 - clickhouse
                                 - ray
                                 - oracle
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -2266,6 +2801,11 @@ spec:
                   onlineStore:
                     description: OnlineStore configures the online store service
                     properties:
+                      disabled:
+                        description: |-
+                          Disabled skips deploying the online store service entirely, including its
+                          serving pod and persistence.
+                        type: boolean
                       persistence:
                         description: OnlineStorePersistence configures the persistence
                           settings for the online store service
@@ -6343,6 +6883,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -6367,6 +6911,18 @@ spec:
                               to derive the discovery endpoint.
                             pattern: ^https://\S+$
                             type: string
+                          jwksCacheLifespanSeconds:
+                            description: Seconds the servers reuse the provider's
+                              fetched JWK set before refetching. Defaults to 300.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          jwksRequestTimeoutSeconds:
+                            description: Seconds before a JWKS fetch times out. Defaults
+                              to 10.
+                            format: int32
+                            minimum: 1
+                            type: integer
                           secretKeyName:
                             description: Key in the Secret containing all OIDC properties
                               as a YAML value. If unset, each key is a property.
@@ -6395,8 +6951,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   batchEngine:
                     description: BatchEngineConfig defines the batch compute engine
@@ -7107,10 +7664,32 @@ spec:
                             - pytorch_nlp
                             type: string
                         type: object
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
                   materialization:
                     description: |-
                       Materialization controls feature materialization behavior (batch size, pull strategy).
@@ -7131,6 +7710,77 @@ spec:
                         minimum: 1
                         type: integer
                     type: object
+                  mlflow:
+                    description: |-
+                      Mlflow enables MLflow experiment tracking integration for Feast.
+                      Written into feature_store.
+                    properties:
+                      autoLog:
+                        description: |-
+                          Automatically log feature metadata on every retrieval inside an active MLflow run.
+                          Defaults to true when enabled.
+                        type: boolean
+                      autoLogEntityDf:
+                        description: |-
+                          Save entity DataFrame as MLflow artifact on historical retrieval.
+                          Defaults to false.
+                        type: boolean
+                      enabled:
+                        description: Enable MLflow integration.
+                        type: boolean
+                      entityDfMaxRows:
+                        description: |-
+                          Maximum number of entity DataFrame rows to save as an MLflow artifact.
+                          DataFrames exceeding this limit are skipped.
+                        format: int32
+                        minimum: 1
+                        type: integer
+                      extraConfig:
+                        additionalProperties:
+                          type: string
+                        description: |-
+                          ExtraConfig holds additional MLflow key-value settings written inline into
+                          the mlflow block of feature_store.yaml.
+                        type: object
+                      logOperations:
+                        description: |-
+                          Log feast apply and materialize operations to a separate MLflow experiment.
+                          Defaults to false.
+                        type: boolean
+                      opsExperimentSuffix:
+                        description: |-
+                          Suffix appended to the project name for the operations experiment.
+                          Defaults to "-feast-ops".
+                        type: string
+                      trackingAuth:
+                        description: |-
+                          Authentication method used by Feast pods when calling the MLflow tracking
+                          server.
+                        type: string
+                      trackingUri:
+                        description: |-
+                          MLflow tracking server URI. When omitted, the operator auto-discovers
+                          from the cluster MLflow CR (status.address.url).
+                        type: string
+                      uiUrl:
+                        description: Browser-reachable MLflow UI URL used for hyperlinks
+                          in Feast UI lineage.
+                        type: string
+                    required:
+                    - enabled
+                    type: object
+                    x-kubernetes-validations:
+                    - message: extraConfig must not contain keys that duplicate typed
+                        fields (enabled, tracking_uri, ui_url, tracking_auth, auto_log,
+                        auto_log_entity_df, entity_df_max_rows, log_operations, ops_experiment_suffix);
+                        use the corresponding spec fields instead.
+                      rule: '!has(self.extraConfig) || !(''enabled'' in self.extraConfig)
+                        && !(''tracking_uri'' in self.extraConfig) && !(''ui_url''
+                        in self.extraConfig) && !(''tracking_auth'' in self.extraConfig)
+                        && !(''auto_log'' in self.extraConfig) && !(''auto_log_entity_df''
+                        in self.extraConfig) && !(''entity_df_max_rows'' in self.extraConfig)
+                        && !(''log_operations'' in self.extraConfig) && !(''ops_experiment_suffix''
+                        in self.extraConfig)'
                   openlineage:
                     description: |-
                       OpenLineage enables OpenLineage data lineage tracking for Feast operations.
@@ -7181,10 +7831,423 @@ spec:
                                   allowed to be empty.
                                 type: string
                             type: object
-                            x-kubernetes-map-type: atomic
-                          enabled:
-                            description: Enable the OpenLineage consumer.
-                            type: boolean
+                            x-kubernetes-map-type: atomic
+                          enabled:
+                            description: Enable the OpenLineage consumer.
+                            type: boolean
+                          lineageServer:
+                            description: LineageServer enables a separate Deployment
+                              for the OpenLineage consumer.
+                            properties:
+                              replicas:
+                                default: 1
+                                description: Replicas for the lineage Deployment.
+                                  Default 1.
+                                format: int32
+                                minimum: 1
+                                type: integer
+                              server:
+                                description: Server configuration (image, resources,
+                                  env, TLS, etc.).
+                                properties:
+                                  env:
+                                    items:
+                                      description: EnvVar represents an environment
+                                        variable present in a Container.
+                                      properties:
+                                        name:
+                                          description: |-
+                                            Name of the environment variable.
+                                            May consist of any printable ASCII characters except '='.
+                                          type: string
+                                        value:
+                                          description: |-
+                                            Variable references $(VAR_NAME) are expanded
+                                            using the previously defined environment variables in the container and...
+                                          type: string
+                                        valueFrom:
+                                          description: Source for the environment
+                                            variable's value. Cannot be used if value
+                                            is not empty.
+                                          properties:
+                                            configMapKeyRef:
+                                              description: Selects a key of a ConfigMap.
+                                              properties:
+                                                key:
+                                                  description: The key to select.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    ConfigMap or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fieldRef:
+                                              description: 'Selects a field of the
+                                                pod: supports metadata.name, metadata.namespace,
+                                                `metadata.labels[''<KEY>'']`, `metadata.'
+                                              properties:
+                                                apiVersion:
+                                                  description: Version of the schema
+                                                    the FieldPath is written in terms
+                                                    of, defaults to "v1".
+                                                  type: string
+                                                fieldPath:
+                                                  description: Path of the field to
+                                                    select in the specified API version.
+                                                  type: string
+                                              required:
+                                              - fieldPath
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            fileKeyRef:
+                                              description: |-
+                                                FileKeyRef selects a key of the env file.
+                                                Requires the EnvFiles feature gate to be enabled.
+                                              properties:
+                                                key:
+                                                  description: The key within the
+                                                    env file. An invalid key will
+                                                    prevent the pod from starting.
+                                                  type: string
+                                                optional:
+                                                  default: false
+                                                  description: Specify whether the
+                                                    file or its key must be defined.
+                                                  type: boolean
+                                                path:
+                                                  description: |-
+                                                    The path within the volume from which to select the file.
+                                                    Must be relative and may not contain the '..
+                                                  type: string
+                                                volumeName:
+                                                  description: The name of the volume
+                                                    mount containing the env file.
+                                                  type: string
+                                              required:
+                                              - key
+                                              - path
+                                              - volumeName
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            resourceFieldRef:
+                                              description: |-
+                                                Selects a resource of the container: only resources limits and requests
+                                                (limits.cpu, limits.memory, limits.
+                                              properties:
+                                                containerName:
+                                                  description: 'Container name: required
+                                                    for volumes, optional for env
+                                                    vars'
+                                                  type: string
+                                                divisor:
+                                                  anyOf:
+                                                  - type: integer
+                                                  - type: string
+                                                  description: Specifies the output
+                                                    format of the exposed resources,
+                                                    defaults to "1"
+                                                  pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                                  x-kubernetes-int-or-string: true
+                                                resource:
+                                                  description: 'Required: resource
+                                                    to select'
+                                                  type: string
+                                              required:
+                                              - resource
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                            secretKeyRef:
+                                              description: Selects a key of a secret
+                                                in the pod's namespace
+                                              properties:
+                                                key:
+                                                  description: The key of the secret
+                                                    to select from.  Must be a valid
+                                                    secret key.
+                                                  type: string
+                                                name:
+                                                  default: ""
+                                                  description: |-
+                                                    Name of the referent.
+                                                    This field is effectively required, but due to backwards compatibility is
+                                                    allowed to be empty.
+                                                  type: string
+                                                optional:
+                                                  description: Specify whether the
+                                                    Secret or its key must be defined
+                                                  type: boolean
+                                              required:
+                                              - key
+                                              type: object
+                                              x-kubernetes-map-type: atomic
+                                          type: object
+                                      required:
+                                      - name
+                                      type: object
+                                    type: array
+                                  envFrom:
+                                    items:
+                                      description: EnvFromSource represents the source
+                                        of a set of ConfigMaps or Secrets
+                                      properties:
+                                        configMapRef:
+                                          description: The ConfigMap to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the ConfigMap
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                        prefix:
+                                          description: Optional text to prepend to
+                                            the name of each environment variable.
+                                          type: string
+                                        secretRef:
+                                          description: The Secret to select from
+                                          properties:
+                                            name:
+                                              default: ""
+                                              description: |-
+                                                Name of the referent.
+                                                This field is effectively required, but due to backwards compatibility is
+                                                allowed to be empty.
+                                              type: string
+                                            optional:
+                                              description: Specify whether the Secret
+                                                must be defined
+                                              type: boolean
+                                          type: object
+                                          x-kubernetes-map-type: atomic
+                                      type: object
+                                    type: array
+                                  image:
+                                    type: string
+                                  imagePullPolicy:
+                                    description: PullPolicy describes a policy for
+                                      if/when to pull a container image
+                                    type: string
+                                  logLevel:
+                                    description: |-
+                                      LogLevel sets the logging level for the server
+                                      Allowed values: "debug", "info", "warning", "error", "critical".
+                                    enum:
+                                    - debug
+                                    - info
+                                    - warning
+                                    - error
+                                    - critical
+                                    type: string
+                                  metrics:
+                                    description: Metrics exposes Prometheus-compatible
+                                      metrics for the Feast server when enabled.
+                                    type: boolean
+                                  nodeSelector:
+                                    additionalProperties:
+                                      type: string
+                                    type: object
+                                  resources:
+                                    description: ResourceRequirements describes the
+                                      compute resource requirements.
+                                    properties:
+                                      claims:
+                                        description: |-
+                                          Claims lists the names of resources, defined in spec.resourceClaims,
+                                          that are used by this container.
+                                        items:
+                                          description: ResourceClaim references one
+                                            entry in PodSpec.ResourceClaims.
+                                          properties:
+                                            name:
+                                              description: |-
+                                                Name must match the name of one entry in pod.spec.resourceClaims of
+                                                the Pod where this field is used.
+                                              type: string
+                                            request:
+                                              description: Request is the name chosen
+                                                for a request in the referenced claim.
+                                              type: string
+                                          required:
+                                          - name
+                                          type: object
+                                        type: array
+                                        x-kubernetes-list-map-keys:
+                                        - name
+                                        x-kubernetes-list-type: map
+                                      limits:
+                                        additionalProperties:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        description: |-
+                                          Limits describes the maximum amount of compute resources allowed.
+                                          More info: https://kubernetes.
+                                        type: object
+                                      requests:
+                                        additionalProperties:
+                                          anyOf:
+                                          - type: integer
+                                          - type: string
+                                          pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
+                                          x-kubernetes-int-or-string: true
+                                        description: Requests describes the minimum
+                                          amount of compute resources required.
+                                        type: object
+                                    type: object
+                                  tls:
+                                    description: TlsConfigs configures server TLS
+                                      for a feast service.
+                                    properties:
+                                      disable:
+                                        description: will disable TLS for the feast
+                                          service. useful in an openshift cluster,
+                                          for example, where TLS is configured by
+                                          default
+                                        type: boolean
+                                      secretKeyNames:
+                                        description: SecretKeyNames defines the secret
+                                          key names for the TLS key and cert.
+                                        properties:
+                                          tlsCrt:
+                                            description: defaults to "tls.crt"
+                                            type: string
+                                          tlsKey:
+                                            description: defaults to "tls.key"
+                                            type: string
+                                        type: object
+                                      secretRef:
+                                        description: references the local k8s secret
+                                          where the TLS key and cert reside
+                                        properties:
+                                          name:
+                                            default: ""
+                                            description: |-
+                                              Name of the referent.
+                                              This field is effectively required, but due to backwards compatibility is
+                                              allowed to be empty.
+                                            type: string
+                                        type: object
+                                        x-kubernetes-map-type: atomic
+                                    type: object
+                                    x-kubernetes-validations:
+                                    - message: '`secretRef` required if `disable`
+                                        is false.'
+                                      rule: '(!has(self.disable) || !self.disable)
+                                        ? has(self.secretRef) : true'
+                                  volumeMounts:
+                                    description: VolumeMounts defines the list of
+                                      volumes that should be mounted into the feast
+                                      container.
+                                    items:
+                                      description: VolumeMount describes a mounting
+                                        of a Volume within a container.
+                                      properties:
+                                        mountPath:
+                                          description: |-
+                                            Path within the container at which the volume should be mounted.  Must
+                                            not contain ':'.
+                                          type: string
+                                        mountPropagation:
+                                          description: |-
+                                            mountPropagation determines how mounts are propagated from the host
+                                            to container and the other way around.
+                                          type: string
+                                        name:
+                                          description: This must match the Name of
+                                            a Volume.
+                                          type: string
+                                        readOnly:
+                                          description: |-
+                                            Mounted read-only if true, read-write otherwise (false or unspecified).
+                                            Defaults to false.
+                                          type: boolean
+                                        recursiveReadOnly:
+                                          description: |-
+                                            RecursiveReadOnly specifies whether read-only mounts should be handled
+                                            recursively.
+                                          type: string
+                                        subPath:
+                                          description: |-
+                                            Path within the volume from which the container's volume should be mounted.
+                                            Defaults to "" (volume's root).
+                                          type: string
+                                        subPathExpr:
+                                          description: Expanded path within the volume
+                                            from which the container's volume should
+                                            be mounted.
+                                          type: string
+                                      required:
+                                      - mountPath
+                                      - name
+                                      type: object
+                                    type: array
+                                  workerConfigs:
+                                    description: WorkerConfigs defines the worker
+                                      configuration for the Feast server.
+                                    properties:
+                                      keepAliveTimeout:
+                                        description: |-
+                                          KeepAliveTimeout is the timeout for keep-alive connections in seconds.
+                                          Defaults to 30.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      maxRequests:
+                                        description: |-
+                                          MaxRequests is the maximum number of requests a worker will process before restarting.
+                                          This helps prevent memory leaks.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      maxRequestsJitter:
+                                        description: |-
+                                          MaxRequestsJitter is the maximum jitter to add to max-requests to prevent
+                                          thundering herd effect on worker restart.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      registryTTLSeconds:
+                                        description: RegistryTTLSeconds is the number
+                                          of seconds after which the registry is refreshed.
+                                        format: int32
+                                        minimum: 0
+                                        type: integer
+                                      workerConnections:
+                                        description: |-
+                                          WorkerConnections is the maximum number of simultaneous clients per worker process.
+                                          Defaults to 1000.
+                                        format: int32
+                                        minimum: 1
+                                        type: integer
+                                      workers:
+                                        description: Workers is the number of worker
+                                          processes. Use -1 to auto-calculate based
+                                          on CPU cores (2 * CPU + 1).
+                                        format: int32
+                                        minimum: -1
+                                        type: integer
+                                    type: object
+                                type: object
+                            type: object
                           namespaceMapping:
                             additionalProperties:
                               type: string
@@ -7192,6 +8255,20 @@ spec:
                               NamespaceMapping maps OpenLineage namespaces to Feast projects for
                               RBAC-based filtering of lineage data in the UI.
                             type: object
+                          retentionCheckIntervalHours:
+                            default: 6
+                            description: RetentionCheckIntervalHours is how often
+                              the background pruning task runs, in hours.
+                            format: int32
+                            minimum: 1
+                            type: integer
+                          retentionDays:
+                            default: 30
+                            description: RetentionDays is the number of days to retain
+                              OpenLineage events and runs.
+                            format: int32
+                            minimum: 0
+                            type: integer
                           storeType:
                             default: sql
                             description: StoreType is the storage backend for lineage
@@ -7225,7 +8302,7 @@ spec:
                         - kafka
                         type: string
                       transportUrl:
-                        description: URL for HTTP transport (e.g. http://marquez:5000).
+                        description: URL for HTTP transport (e.g. http://feast-example-lineage:6580).
                           Required when transportType is "http".
                         type: string
                     required:
@@ -8028,6 +9105,10 @@ spec:
                       disableInitContainers:
                         description: Disable the 'feast repo initialization' initContainer
                         type: boolean
+                      initImage:
+                        description: InitImage overrides the image for init containers
+                          (feast-init, feast-apply).
+                        type: string
                       offlineStore:
                         description: OfflineStore configures the offline store service
                         properties:
@@ -8162,6 +9243,7 @@ spec:
                                     - clickhouse
                                     - ray
                                     - oracle
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
@@ -8570,6 +9652,11 @@ spec:
                       onlineStore:
                         description: OnlineStore configures the online store service
                         properties:
+                          disabled:
+                            description: |-
+                              Disabled skips deploying the online store service entirely, including its
+                              serving pod and persistence.
+                            type: boolean
                           persistence:
                             description: OnlineStorePersistence configures the persistence
                               settings for the online store service
@@ -12764,6 +13851,8 @@ spec:
                 description: ServiceHostnames defines the service hostnames in the
                   format of <domain>:<port>, e.g. example.svc.cluster.local:80
                 properties:
+                  lineage:
+                    type: string
                   offlineStore:
                     type: string
                   onlineStore:
@@ -12829,6 +13918,9 @@ spec:
                           type: string
                         type: array
                     type: object
+                  noAuth:
+                    description: NoAuth explicitly disables authentication and authorization.
+                    type: boolean
                   oidc:
                     description: |-
                       OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -12853,8 +13945,9 @@ spec:
                     type: object
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between kubernetes or oidc.
-                  rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
+                - message: One selection required between kubernetes, oidc, or noAuth.
+                  rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
+                    c)'
               cronJob:
                 description: FeastCronJob defines a CronJob to execute against a Feature
                   Store deployment.
@@ -13523,10 +14616,32 @@ spec:
                         - pytorch_nlp
                         type: string
                     type: object
+                  packaged:
+                    description: FeastPackagedOptions describes a feature repository
+                      packaged in a feature server image.
+                    properties:
+                      featureRepoPath:
+                        description: FeatureRepoPath is the canonical absolute path
+                          to the feature repository in the image.
+                        type: string
+                      image:
+                        description: Image containing the packaged feature repository.
+                        type: string
+                    required:
+                    - featureRepoPath
+                    type: object
+                    x-kubernetes-validations:
+                    - message: FeatureRepoPath must be a canonical absolute, non-root
+                        path without dot segments or repeated separators.
+                      rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                        != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                        && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                        && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                 type: object
                 x-kubernetes-validations:
-                - message: One selection required between init or git.
-                  rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                - message: One selection required between init, git, or packaged.
+                  rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                    c)'
               services:
                 description: FeatureStoreServices defines the desired feast services.
                   An ephemeral onlineStore feature server is deployed by default.
@@ -13695,6 +14810,7 @@ spec:
                                 - couchbase.offline
                                 - clickhouse
                                 - ray
+                                - hybrid
                                 type: string
                             required:
                             - secretRef
@@ -17316,6 +18432,10 @@ spec:
                               type: string
                             type: array
                         type: object
+                      noAuth:
+                        description: NoAuth explicitly disables authentication and
+                          authorization.
+                        type: boolean
                       oidc:
                         description: |-
                           OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
@@ -17340,8 +18460,9 @@ spec:
                         type: object
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between kubernetes or oidc.
-                      rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c,
+                    - message: One selection required between kubernetes, oidc, or
+                        noAuth.
+                      rule: '[has(self.kubernetes), has(self.oidc), has(self.noAuth)].exists_one(c,
                         c)'
                   cronJob:
                     description: FeastCronJob defines a CronJob to execute against
@@ -18020,10 +19141,32 @@ spec:
                             - pytorch_nlp
                             type: string
                         type: object
+                      packaged:
+                        description: FeastPackagedOptions describes a feature repository
+                          packaged in a feature server image.
+                        properties:
+                          featureRepoPath:
+                            description: FeatureRepoPath is the canonical absolute
+                              path to the feature repository in the image.
+                            type: string
+                          image:
+                            description: Image containing the packaged feature repository.
+                            type: string
+                        required:
+                        - featureRepoPath
+                        type: object
+                        x-kubernetes-validations:
+                        - message: FeatureRepoPath must be a canonical absolute, non-root
+                            path without dot segments or repeated separators.
+                          rule: self.featureRepoPath.startsWith('/') && self.featureRepoPath
+                            != '/' && !self.featureRepoPath.contains('//') && !self.featureRepoPath.endsWith('/')
+                            && !self.featureRepoPath.contains('/./') && !self.featureRepoPath.endsWith('/.')
+                            && !self.featureRepoPath.contains('/../') && !self.featureRepoPath.endsWith('/..')
                     type: object
                     x-kubernetes-validations:
-                    - message: One selection required between init or git.
-                      rule: '[has(self.git), has(self.init)].exists_one(c, c)'
+                    - message: One selection required between init, git, or packaged.
+                      rule: '[has(self.git), has(self.init), has(self.packaged)].exists_one(c,
+                        c)'
                   services:
                     description: FeatureStoreServices defines the desired feast services.
                       An ephemeral onlineStore feature server is deployed by default.
@@ -18194,6 +19337,7 @@ spec:
                                     - couchbase.offline
                                     - clickhouse
                                     - ray
+                                    - hybrid
                                     type: string
                                 required:
                                 - secretRef
@@ -22164,6 +23308,14 @@ rules:
   - get
   - patch
   - update
+- apiGroups:
+  - mlflow.opendatahub.io
+  resources:
+  - mlflows
+  verbs:
+  - get
+  - list
+  - watch
 - apiGroups:
   - monitoring.coreos.com
   resources:
@@ -22191,10 +23343,36 @@ rules:
   - rbac.authorization.k8s.io
   resources:
   - clusterrolebindings
+  verbs:
+  - create
+  - delete
+  - get
+  - list
+  - update
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resources:
+  - clusterroles
+  verbs:
+  - create
+  - get
+  - list
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resourceNames:
+  - feast-discover-namespaces
+  - feast-oidc-token-review
+  - feast-token-review-cluster-role
+  resources:
   - clusterroles
+  verbs:
+  - delete
+  - update
+- apiGroups:
+  - rbac.authorization.k8s.io
+  resources:
   - rolebindings
   - roles
-  - subjectaccessreviews
   verbs:
   - create
   - delete
@@ -22356,14 +23534,14 @@ spec:
         - /manager
         env:
         - name: RELATED_IMAGE_FEATURE_SERVER
-          value: quay.io/feastdev/feature-server:0.65.0
+          value: quay.io/feastdev/feature-server:0.66.0
         - name: RELATED_IMAGE_CRON_JOB
           value: quay.io/openshift/origin-cli:4.17
         - name: GOMEMLIMIT
           value: 230MiB
         - name: OIDC_ISSUER_URL
           value: ""
-        image: quay.io/feastdev/feast-operator:0.65.0
+        image: quay.io/feastdev/feast-operator:0.66.0
         livenessProbe:
           httpGet:
             path: /healthz
diff --git a/infra/feast-operator/dist/operator-e2e-tests b/infra/feast-operator/dist/operator-e2e-tests
index 0d5ff42aef8..5789db3bf7e 100755
Binary files a/infra/feast-operator/dist/operator-e2e-tests and b/infra/feast-operator/dist/operator-e2e-tests differ
diff --git a/infra/feast-operator/docs/api/markdown/ref.md b/infra/feast-operator/docs/api/markdown/ref.md
index 0a7782feb2a..a303763fd7d 100644
--- a/infra/feast-operator/docs/api/markdown/ref.md
+++ b/infra/feast-operator/docs/api/markdown/ref.md
@@ -26,6 +26,9 @@ _Appears in:_
 | --- | --- |
 | `kubernetes` _[KubernetesAuthz](#kubernetesauthz)_ |  |
 | `oidc` _[OidcAuthz](#oidcauthz)_ |  |
+| `noAuth` _boolean_ | NoAuth explicitly disables authentication and authorization.
+When set to true, Feast services run without any auth checks.
+Use only for development or testing environments. |
 
 
 #### AutoscalingConfig
@@ -188,6 +191,23 @@ _Appears in:_
 | `template` _string_ | Template for the created project |
 
 
+#### FeastPackagedOptions
+
+
+
+FeastPackagedOptions describes a feature repository packaged in a feature server image.
+
+_Appears in:_
+- [FeastProjectDir](#feastprojectdir)
+
+| Field | Description |
+| --- | --- |
+| `image` _string_ | Image containing the packaged feature repository. When set, this image is used by the
+repository initialization and feast apply containers and as the default service image.
+When omitted, the operator's configured feature server image is used. |
+| `featureRepoPath` _string_ | FeatureRepoPath is the canonical absolute path to the feature repository in the image. |
+
+
 #### FeastProjectDir
 
 
@@ -201,6 +221,7 @@ _Appears in:_
 | --- | --- |
 | `git` _[GitCloneOptions](#gitcloneoptions)_ |  |
 | `init` _[FeastInitOptions](#feastinitoptions)_ |  |
+| `packaged` _[FeastPackagedOptions](#feastpackagedoptions)_ |  |
 
 
 #### FeatureStore
@@ -256,6 +277,8 @@ _Appears in:_
 This enables annotation-driven integrations like OpenTelemetry auto-instrumentation,
 Istio sidecar injection, Vault agent injection, etc. |
 | `disableInitContainers` _boolean_ | Disable the 'feast repo initialization' initContainer |
+| `initImage` _string_ | InitImage overrides the image for init containers (feast-init, feast-apply).
+Resolution order: InitImage → FeastProjectDir.Packaged.Image → RELATED_IMAGE_FEATURE_SERVER → DefaultImage. |
 | `runFeastApplyOnInit` _boolean_ | Runs feast apply on pod start to populate the registry. Defaults to true. Ignored when DisableInitContainers is true. |
 | `volumes` _[Volume](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.30/#volume-v1-core) array_ | Volumes specifies the volumes to mount in the FeatureStore deployment. A corresponding `VolumeMount` should be added to whichever feast service(s) require access to said volume(s). |
 | `scaling` _[ScalingConfig](#scalingconfig)_ | Scaling configures horizontal scaling for the FeatureStore deployment (e.g. HPA autoscaling).
@@ -300,6 +323,10 @@ Mutually exclusive with services.scaling.autoscaling. |
 Written into feature_store.yaml for all service pods. |
 | `openlineage` _[OpenLineageConfig](#openlineageconfig)_ | OpenLineage enables OpenLineage data lineage tracking for Feast operations.
 Written into feature_store.yaml for all service pods. |
+| `mlflow` _[MlflowConfig](#mlflowconfig)_ | Mlflow enables MLflow experiment tracking integration for Feast.
+Written into feature_store.yaml for all service pods and the client ConfigMap.
+When omitted and a cluster MLflow instance is detected, defaults to enabled
+with the discovered tracking URI. |
 
 
 #### FeatureStoreStatus
@@ -474,6 +501,21 @@ This configuration option is only providing a way to automate this procedure.
 Important note: the operator cannot ensure that these roles will match the ones used in the configured Feast permissions. |
 
 
+#### LineageServerConfig
+
+
+
+LineageServerConfig defines the separate lineage server Deployment.
+
+_Appears in:_
+- [OpenLineageConsumerConfig](#openlineageconsumerconfig)
+
+| Field | Description |
+| --- | --- |
+| `server` _[ServerConfigs](#serverconfigs)_ | Server configuration (image, resources, env, TLS, etc.). |
+| `replicas` _integer_ | Replicas for the lineage Deployment. Default 1. |
+
+
 #### LocalRegistryConfig
 
 
@@ -526,6 +568,47 @@ _Appears in:_
 | `transport` _string_ | MCP transport protocol. |
 
 
+#### MlflowConfig
+
+
+
+MlflowConfig enables MLflow experiment tracking integration for Feast.
+When enabled, feature retrieval metadata is automatically logged to MLflow runs
+and the Feast UI displays lineage from feature views to registered models.
+
+_Appears in:_
+- [FeatureStoreSpec](#featurestorespec)
+
+| Field | Description |
+| --- | --- |
+| `enabled` _boolean_ | Enable MLflow integration. |
+| `trackingUri` _string_ | MLflow tracking server URI. When omitted, the operator auto-discovers
+from the cluster MLflow CR (status.address.url). Falls back to
+MLFLOW_TRACKING_URI env var on pods. |
+| `uiUrl` _string_ | Browser-reachable MLflow UI URL used for hyperlinks in Feast UI lineage.
+When omitted, the operator auto-discovers from the MLflow CR status.url
+(the external gateway route). Falls back to MLFLOW_UI_URL env var, then
+to trackingUri. Only needed when the tracking URI is cluster-internal. |
+| `autoLog` _boolean_ | Automatically log feature metadata on every retrieval inside an active MLflow run.
+Defaults to true when enabled. |
+| `autoLogEntityDf` _boolean_ | Save entity DataFrame as MLflow artifact on historical retrieval.
+Defaults to false. |
+| `entityDfMaxRows` _integer_ | Maximum number of entity DataFrame rows to save as an MLflow artifact.
+DataFrames exceeding this limit are skipped. Defaults to 100000. |
+| `logOperations` _boolean_ | Log feast apply and materialize operations to a separate MLflow experiment.
+Defaults to false. |
+| `opsExperimentSuffix` _string_ | Suffix appended to the project name for the operations experiment.
+Defaults to "-feast-ops". |
+| `trackingAuth` _string_ | Authentication method used by Feast pods when calling the MLflow tracking
+server. Common values: "kubernetes-namespaced" (token-based, default on
+OpenShift AI), "basic", "bearer", or "" (no auth for local/dev).
+Defaults to "kubernetes-namespaced". |
+| `extraConfig` _object (keys:string, values:string)_ | ExtraConfig holds additional MLflow key-value settings written inline into
+the mlflow block of feature_store.yaml. Boolean and integer string values
+are coerced to native YAML types. Keys must be valid Feast MlflowConfig
+YAML field names. |
+
+
 #### OfflinePushBatchingConfig
 
 
@@ -622,6 +705,11 @@ _Appears in:_
 | `tokenEnvVar` _string_ | Env var name for client pods to read an OIDC token from. Sets token_env_var in client config. |
 | `verifySSL` _boolean_ | Verify SSL certificates for the OIDC provider. Defaults to true. |
 | `caCertConfigMap` _[OidcCACertConfigMap](#oidccacertconfigmap)_ | ConfigMap with the CA certificate for self-signed OIDC providers. Auto-detected on RHOAI/ODH. |
+| `jwksCacheLifespanSeconds` _integer_ | Seconds the servers reuse the provider's fetched JWK set before refetching. Defaults to 300.
+Also bounds how long a key the provider revoked keeps validating tokens, so lower it if the
+provider rotates or revokes aggressively, at the cost of more JWKS fetches. |
+| `jwksRequestTimeoutSeconds` _integer_ | Seconds before a JWKS fetch times out. Defaults to 10. The fetch happens inline on the request
+path, so an unresponsive provider blocks serving for at most this long. |
 
 
 #### OidcCACertConfigMap
@@ -654,6 +742,9 @@ _Appears in:_
 | `persistence` _[OnlineStorePersistence](#onlinestorepersistence)_ |  |
 | `serving` _[ServingConfig](#servingconfig)_ | Serving configures the Feast feature_server section written into feature_store.yaml for the online serve pod.
 Controls metrics granularity, offline push batching, and MCP. |
+| `disabled` _boolean_ | Disabled skips deploying the online store service entirely, including its
+serving pod and persistence. Omitting the online store block, or setting
+this to false, deploys the online store with defaults as before. |
 
 
 #### OnlineStoreDBStorePersistence
@@ -716,7 +807,7 @@ _Appears in:_
 | --- | --- |
 | `enabled` _boolean_ | Enable OpenLineage integration. |
 | `transportType` _string_ | Transport type for lineage events. |
-| `transportUrl` _string_ | URL for HTTP transport (e.g. http://marquez:5000). Required when transportType is "http". |
+| `transportUrl` _string_ | URL for HTTP transport (e.g. http://feast-example-lineage:6580). Required when transportType is "http". |
 | `transportEndpoint` _string_ | API endpoint path appended to transportUrl. Defaults to "api/v1/lineage". |
 | `apiKeySecretRef` _[LocalObjectReference](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.30/#localobjectreference-v1-core)_ | Reference to a Secret containing the key "api_key" for lineage server authentication. |
 | `extraConfig` _object (keys:string, values:string)_ | ExtraConfig holds additional OpenLineage key-value settings written inline into
@@ -751,6 +842,13 @@ lineage database. If omitted, the SQL registry database is reused. |
 provide in the X-API-Key header when sending events. |
 | `namespaceMapping` _object (keys:string, values:string)_ | NamespaceMapping maps OpenLineage namespaces to Feast projects for
 RBAC-based filtering of lineage data in the UI. |
+| `retentionDays` _integer_ | RetentionDays is the number of days to retain OpenLineage events and runs.
+Events older than this are automatically pruned. Set to 0 to disable pruning. |
+| `retentionCheckIntervalHours` _integer_ | RetentionCheckIntervalHours is how often the background pruning task runs, in hours. |
+| `lineageServer` _[LineageServerConfig](#lineageserverconfig)_ | LineageServer enables a separate Deployment for the OpenLineage consumer.
+When set, the consumer is removed from the UI/registry Pod and runs
+independently with its own scaling. The Feast producer transport is
+auto-configured to send events to the lineage Service. |
 
 
 #### OptionalCtrConfigs
@@ -1002,6 +1100,7 @@ ServerConfigs creates a server for the feast service, with specified container c
 
 _Appears in:_
 - [FeatureStoreServices](#featurestoreservices)
+- [LineageServerConfig](#lineageserverconfig)
 - [OfflineStore](#offlinestore)
 - [OnlineStore](#onlinestore)
 - [RegistryServerConfigs](#registryserverconfigs)
@@ -1042,6 +1141,7 @@ _Appears in:_
 | `registry` _string_ |  |
 | `registryRest` _string_ |  |
 | `ui` _string_ |  |
+| `lineage` _string_ |  |
 
 
 #### ServingConfig
diff --git a/infra/feast-operator/docs/mlflow-integration.md b/infra/feast-operator/docs/mlflow-integration.md
new file mode 100644
index 00000000000..cf9bc27d77b
--- /dev/null
+++ b/infra/feast-operator/docs/mlflow-integration.md
@@ -0,0 +1,153 @@
+# MLflow Integration (RHOAI / ODH)
+
+## Overview
+
+When both the Feast operator and MLflow operator are enabled (`Managed`) on RHOAI/ODH, the Feast operator automatically detects the cluster MLflow instance and enables MLflow experiment tracking for every FeatureStore deployment. This provides:
+
+- **Zero-config MLflow lineage** for workbench users (no YAML editing)
+- **Feast UI lineage panels** (training runs, model associations, registry graph) via the operator-managed UI Route
+- **Operations audit trail** for `feast apply` and `feast materialize`
+
+## Auto-discovery
+
+The operator lists all MLflow CRs (`mlflow.opendatahub.io/v1`) in the cluster and uses the first one with an `Available=True` or `Ready=True` condition. The RHOAI MLflow CRD enforces a singleton named `mlflow`, but the operator uses list-based discovery for forward-compatibility.
+
+If the MLflow CR does not report conditions (older operator versions), auto-discovery will not activate. In that case, set `trackingUri` explicitly.
+
+## FeatureStore CR configuration
+
+### Auto-enabled (default when MLflow is present)
+
+No `spec.mlflow` needed. The operator auto-enables when an Available MLflow CR is detected:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-store
+spec:
+  feastProject: my_project
+  services:
+    onlineStore: {}
+    registry: {}
+    ui: {}
+  # mlflow is auto-enabled — no config required
+```
+
+### Explicit configuration
+
+Override defaults or enable additional features:
+
+```yaml
+apiVersion: feast.dev/v1
+kind: FeatureStore
+metadata:
+  name: my-store
+spec:
+  feastProject: my_project
+  services:
+    onlineStore: {}
+    registry: {}
+    ui: {}
+  mlflow:
+    enabled: true
+    trackingUri: "https://custom-mlflow.example.com:8443"
+    uiUrl: "https://dashboard.example.com/mlflow"
+    trackingAuth: "kubernetes-namespaced"
+    autoLog: true
+    autoLogEntityDf: true
+    entityDfMaxRows: 50000
+    logOperations: true
+    opsExperimentSuffix: "-feast-ops"
+```
+
+### Opt-out
+
+Disable MLflow even when the MLflow operator is present:
+
+```yaml
+spec:
+  mlflow:
+    enabled: false
+```
+
+## Configuration options
+
+| Field | Type | Default | Description |
+|-------|------|---------|-------------|
+| `enabled` | bool | auto-detected | Master switch for MLflow integration |
+| `trackingUri` | string | auto-discovered | MLflow tracking server URI (in-cluster, from `status.address.url`) |
+| `uiUrl` | string | auto-discovered | Browser-reachable MLflow URL for Feast UI lineage hyperlinks (from `status.url`) |
+| `trackingAuth` | *string | `"kubernetes-namespaced"` | Auth method for Feast pods calling MLflow (see [Authentication](#authentication)) |
+| `autoLog` | *bool | `true` | Auto-log feature metadata on every retrieval |
+| `autoLogEntityDf` | *bool | `false` | Save entity DataFrame as artifact |
+| `entityDfMaxRows` | *int32 | `100000` | Skip artifact for large DataFrames |
+| `logOperations` | *bool | `false` | Log `feast apply` / `materialize` to ops experiment |
+| `opsExperimentSuffix` | *string | `"-feast-ops"` | Ops experiment name suffix |
+| `extraConfig` | map[string]string | — | Additional YAML fields (coerced to native types) |
+
+## Authentication
+
+The operator injects `MLFLOW_TRACKING_AUTH` into all Feast pod containers. This env var is consumed by the MLflow Python client's auth plugin system to attach credentials to HTTP requests made to the tracking server.
+
+| `trackingAuth` value | Behavior |
+|---------------------|----------|
+| `"kubernetes-namespaced"` (default) | Reads the pod's SA token and namespace from `/var/run/secrets/kubernetes.io/serviceaccount/`, sends `Authorization: Bearer <token>` and `X-MLFLOW-WORKSPACE: <namespace>` headers. Multi-tenant isolation on RHOAI. |
+| `"kubernetes"` | Same as above but without the workspace header. Single-tenant setups. |
+| `"basic"` | HTTP Basic auth using `MLFLOW_TRACKING_USERNAME` / `MLFLOW_TRACKING_PASSWORD` env vars. |
+| `"bearer"` | Static bearer token from `MLFLOW_TRACKING_TOKEN` env var. |
+| `""` (empty string) | No auth header. For local dev or unprotected MLflow instances. |
+
+No Kubernetes RoleBinding is required for MLflow tracking API access. The MLflow server validates the SA token directly via TokenReview and applies its own access policies.
+
+## Where to see lineage
+
+Lineage appears in the **Feast UI** (not the RHOAI Dashboard):
+
+1. Open the Feast UI Route: `oc get route -l app.kubernetes.io/name=<featurestore-name>`
+2. Feature View page shows MLflow training run count, last used, and model associations.
+3. Registry visualization draws edges from FeatureService through MLflow runs to registered models.
+4. Click model links to open the RHOAI MLflow UI for that run/model.
+
+The RHOAI Dashboard provides navigation to both the Feast UI and the MLflow application tile.
+
+## Workbench setup
+
+For workbench notebooks to use `store.mlflow`:
+
+1. Select the Feast project in the RHOAI Dashboard (mounts client ConfigMap).
+2. Ensure the workbench has the `opendatahub.io/mlflow-instance` annotation (enables MLflow SDK env injection by the MLflow operator).
+
+Then in the notebook:
+
+```python
+from feast import FeatureStore
+
+store = FeatureStore(...)  # from mounted client config
+
+with store.mlflow.start_run(run_name="training"):
+    df = store.get_historical_features(...).to_df()
+    model = train(df)
+    store.mlflow.log_model(model, "model")
+```
+
+## Tracking URI resolution order
+
+1. Explicit `trackingUri` in FeatureStore CR
+2. Auto-discovered from MLflow CR `status.address.url` (first Available/Ready CR)
+3. `MLFLOW_TRACKING_URI` environment variable (on workbench pods, injected by MLflow operator)
+4. MLflow default (`./mlruns`)
+
+## UI URL resolution order (for browser hyperlinks in Feast UI lineage)
+
+1. Explicit `uiUrl` in FeatureStore CR
+2. `MLFLOW_UI_URL` environment variable
+3. Auto-discovered from MLflow CR `status.url` (external gateway route)
+4. Falls back to `trackingUri` (works for local dev where tracking URI is browser-reachable)
+
+## Graceful degradation
+
+- If MLflow operator is not installed: no mlflow block in YAML; FeatureStore stays Ready.
+- If no MLflow CR has `Available=True` or `Ready=True` condition: discovery returns empty; mlflow stays off.
+- If tracking URI becomes unreachable: SDK logs a warning but does not block feature retrieval.
+- If UI pod lacks RBAC: `/api/mlflow-*` returns empty responses; lineage panels are hidden.
diff --git a/infra/feast-operator/go.mod b/infra/feast-operator/go.mod
index ab19a1de20a..5715353236a 100644
--- a/infra/feast-operator/go.mod
+++ b/infra/feast-operator/go.mod
@@ -20,6 +20,7 @@ require (
 	github.com/prometheus/client_model v0.6.2
 	k8s.io/apiextensions-apiserver v0.35.1
 	k8s.io/utils v0.0.0-20260210185600-b8788abfbbc2
+	sigs.k8s.io/yaml v1.6.0
 )
 
 require (
@@ -104,5 +105,4 @@ require (
 	sigs.k8s.io/json v0.0.0-20250730193827-2d320260d730 // indirect
 	sigs.k8s.io/randfill v1.0.0 // indirect
 	sigs.k8s.io/structured-merge-diff/v6 v6.3.2-0.20260122202528-d9cc6641c482 // indirect
-	sigs.k8s.io/yaml v1.6.0 // indirect
 )
diff --git a/infra/feast-operator/internal/controller/authz/authz.go b/infra/feast-operator/internal/controller/authz/authz.go
index 9ab8d10c55c..7a5354c1335 100644
--- a/infra/feast-operator/internal/controller/authz/authz.go
+++ b/infra/feast-operator/internal/controller/authz/authz.go
@@ -2,11 +2,13 @@ package authz
 
 import (
 	"context"
+	"fmt"
 	"slices"
 
 	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
 	"github.com/feast-dev/feast/infra/feast-operator/internal/controller/services"
 	rbacv1 "k8s.io/api/rbac/v1"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
 	apimeta "k8s.io/apimachinery/pkg/api/meta"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/apimachinery/pkg/labels"
@@ -23,6 +25,10 @@ const (
 // Deploy the feast authorization
 func (authz *FeastAuthorization) Deploy() error {
 	if authz.isKubernetesAuth() {
+		logger := log.FromContext(authz.Handler.Context)
+		if authz.Handler.FeatureStore.Spec.AuthzConfig == nil {
+			logger.Info("No authz config specified in FeatureStore spec, defaulting to Kubernetes authorization")
+		}
 		authz.cleanupOidcRbac()
 		return authz.deployKubernetesAuth()
 	}
@@ -65,28 +71,37 @@ func (authz *FeastAuthorization) isOidcAuth() bool {
 
 func (authz *FeastAuthorization) deployKubernetesAuth() error {
 	if authz.isKubernetesAuth() {
+		logger := log.FromContext(authz.Handler.Context)
+		logger.Info("Deploying Kubernetes authorization RBAC resources",
+			"featureStore", authz.Handler.FeatureStore.Name,
+			"namespace", authz.Handler.FeatureStore.Namespace)
+
 		authz.removeOrphanedRoles()
 
-		// Create namespace-scoped RBAC resources
 		if err := authz.createFeastRole(); err != nil {
-			return authz.setFeastKubernetesAuthCondition(err)
+			return authz.setFeastKubernetesAuthCondition(
+				fmt.Errorf("failed to create namespace Role %q: %w", authz.getFeastRoleName(), err))
 		}
 		if err := authz.createFeastRoleBinding(); err != nil {
-			return authz.setFeastKubernetesAuthCondition(err)
+			return authz.setFeastKubernetesAuthCondition(
+				fmt.Errorf("failed to create RoleBinding %q: %w", authz.getFeastRoleName(), err))
 		}
 
-		// Create cluster-scoped RBAC resources (separate from namespace resources)
 		if err := authz.createFeastClusterRole(); err != nil {
-			return authz.setFeastKubernetesAuthCondition(err)
+			return authz.setFeastKubernetesAuthCondition(
+				fmt.Errorf("failed to create ClusterRole %q (ensure the operator has cluster-scoped RBAC permissions): %w",
+					authz.getFeastClusterRoleName(), err))
 		}
 		if err := authz.createFeastClusterRoleBinding(); err != nil {
-			return authz.setFeastKubernetesAuthCondition(err)
+			return authz.setFeastKubernetesAuthCondition(
+				fmt.Errorf("failed to create ClusterRoleBinding %q: %w",
+					authz.getFeastClusterRoleBindingName(), err))
 		}
 
-		// Create custom auth roles
 		for _, roleName := range authz.Handler.FeatureStore.Status.Applied.AuthzConfig.KubernetesAuthz.Roles {
 			if err := authz.createAuthRole(roleName); err != nil {
-				return authz.setFeastKubernetesAuthCondition(err)
+				return authz.setFeastKubernetesAuthCondition(
+					fmt.Errorf("failed to create custom auth Role %q: %w", roleName, err))
 			}
 		}
 	}
@@ -132,14 +147,19 @@ func (authz *FeastAuthorization) createFeastRole() error {
 func (authz *FeastAuthorization) createFeastClusterRole() error {
 	logger := log.FromContext(authz.Handler.Context)
 	clusterRole := authz.initFeastClusterRole()
-	if op, err := controllerutil.CreateOrUpdate(authz.Handler.Context, authz.Handler.Client, clusterRole, controllerutil.MutateFn(func() error {
+	op, err := controllerutil.CreateOrUpdate(authz.Handler.Context, authz.Handler.Client, clusterRole, controllerutil.MutateFn(func() error {
 		return authz.setFeastClusterRole(clusterRole)
-	})); err != nil {
+	}))
+	if apierrors.IsAlreadyExists(err) || apierrors.IsConflict(err) {
+		logger.Info("ClusterRole conflict or already exists, will reconcile on next cycle", "ClusterRole", clusterRole.Name, "error", err)
+		return nil
+	}
+	if err != nil {
 		return err
-	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+	}
+	if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
 		logger.Info("Successfully reconciled", "ClusterRole", clusterRole.Name, "operation", op)
 	}
-
 	return nil
 }
 
@@ -152,7 +172,7 @@ func (authz *FeastAuthorization) initFeastClusterRole() *rbacv1.ClusterRole {
 }
 
 func (authz *FeastAuthorization) setFeastClusterRole(clusterRole *rbacv1.ClusterRole) error {
-	clusterRole.Labels = authz.getLabels()
+	clusterRole.Labels = authz.getSharedClusterRoleLabels()
 	clusterRole.Rules = []rbacv1.PolicyRule{
 		{
 			APIGroups: []string{rbacv1.GroupName},
@@ -164,11 +184,6 @@ func (authz *FeastAuthorization) setFeastClusterRole(clusterRole *rbacv1.Cluster
 			Resources: []string{resourceTokenReviews},
 			Verbs:     []string{verbCreate},
 		},
-		{
-			APIGroups: []string{rbacv1.GroupName},
-			Resources: []string{"subjectaccessreviews"},
-			Verbs:     []string{verbCreate},
-		},
 		{
 			APIGroups: []string{""},
 			Resources: []string{"namespaces"},
@@ -218,14 +233,19 @@ func (authz *FeastAuthorization) setFeastClusterRoleBinding(clusterRoleBinding *
 func (authz *FeastAuthorization) createFeastClusterRoleBinding() error {
 	logger := log.FromContext(authz.Handler.Context)
 	clusterRoleBinding := authz.initFeastClusterRoleBinding()
-	if op, err := controllerutil.CreateOrUpdate(authz.Handler.Context, authz.Handler.Client, clusterRoleBinding, controllerutil.MutateFn(func() error {
+	op, err := controllerutil.CreateOrUpdate(authz.Handler.Context, authz.Handler.Client, clusterRoleBinding, controllerutil.MutateFn(func() error {
 		return authz.setFeastClusterRoleBinding(clusterRoleBinding)
-	})); err != nil {
+	}))
+	if apierrors.IsAlreadyExists(err) || apierrors.IsConflict(err) {
+		logger.Info("ClusterRoleBinding conflict or already exists, will reconcile on next cycle", "ClusterRoleBinding", clusterRoleBinding.Name, "error", err)
+		return nil
+	}
+	if err != nil {
 		return err
-	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+	}
+	if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
 		logger.Info("Successfully reconciled", "ClusterRoleBinding", clusterRoleBinding.Name, "operation", op)
 	}
-
 	return nil
 }
 
@@ -250,11 +270,6 @@ func (authz *FeastAuthorization) setFeastRole(role *rbacv1.Role) error {
 			Resources: []string{resourceTokenReviews},
 			Verbs:     []string{verbCreate},
 		},
-		{
-			APIGroups: []string{rbacv1.GroupName},
-			Resources: []string{"subjectaccessreviews"},
-			Verbs:     []string{verbCreate},
-		},
 		{
 			APIGroups: []string{""},
 			Resources: []string{"namespaces"},
@@ -426,6 +441,13 @@ func (authz *FeastAuthorization) getLabels() map[string]string {
 	}
 }
 
+func (authz *FeastAuthorization) getSharedClusterRoleLabels() map[string]string {
+	return map[string]string{
+		services.ServiceTypeLabelKey: string(services.AuthzFeastType),
+		services.ManagedByLabelKey:   services.ManagedByLabelValue,
+	}
+}
+
 func (authz *FeastAuthorization) getSharedOidcClusterRoleLabels() map[string]string {
 	return map[string]string{
 		services.ServiceTypeLabelKey: string(services.AuthzFeastType),
@@ -452,7 +474,11 @@ func (authz *FeastAuthorization) setFeastKubernetesAuthCondition(err error) erro
 		cond := feastKubernetesAuthConditions[metav1.ConditionFalse]
 		cond.Message = services.ErrorMessagePrefix + err.Error()
 		apimeta.SetStatusCondition(&authz.Handler.FeatureStore.Status.Conditions, cond)
-		logger.Error(err, "Error deploying the Kubernetes authorization")
+		logger.Error(err, "Error deploying the Kubernetes authorization",
+			"featureStore", authz.Handler.FeatureStore.Name,
+			"namespace", authz.Handler.FeatureStore.Namespace,
+			"clusterRole", authz.getFeastClusterRoleName(),
+			"clusterRoleBinding", authz.getFeastClusterRoleBindingName())
 		return err
 	}
 	apimeta.SetStatusCondition(&authz.Handler.FeatureStore.Status.Conditions, feastKubernetesAuthConditions[metav1.ConditionTrue])
diff --git a/infra/feast-operator/internal/controller/featurestore_controller.go b/infra/feast-operator/internal/controller/featurestore_controller.go
index b94808c0df5..9928f75437f 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller.go
@@ -35,9 +35,12 @@ import (
 	"k8s.io/apimachinery/pkg/runtime/schema"
 	"k8s.io/apimachinery/pkg/types"
 	ctrl "sigs.k8s.io/controller-runtime"
+	"sigs.k8s.io/controller-runtime/pkg/builder"
 	"sigs.k8s.io/controller-runtime/pkg/client"
+	"sigs.k8s.io/controller-runtime/pkg/event"
 	handler "sigs.k8s.io/controller-runtime/pkg/handler"
 	"sigs.k8s.io/controller-runtime/pkg/log"
+	"sigs.k8s.io/controller-runtime/pkg/predicate"
 	"sigs.k8s.io/controller-runtime/pkg/reconcile"
 
 	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
@@ -67,7 +70,10 @@ type FeatureStoreReconciler struct {
 // +kubebuilder:rbac:groups=apps,resources=deployments,verbs=get;list;create;update;watch;delete
 // +kubebuilder:rbac:groups=core,resources=services;configmaps;persistentvolumeclaims,verbs=get;list;create;update;watch;delete;deletecollection
 // +kubebuilder:rbac:groups=core,resources=serviceaccounts,verbs=get;list;create;update;watch;delete
-// +kubebuilder:rbac:groups=rbac.authorization.k8s.io,resources=roles;rolebindings;clusterroles;clusterrolebindings;subjectaccessreviews,verbs=get;list;create;update;watch;delete
+// +kubebuilder:rbac:groups=rbac.authorization.k8s.io,resources=roles;rolebindings,verbs=get;list;create;update;watch;delete
+// +kubebuilder:rbac:groups=rbac.authorization.k8s.io,resources=clusterrolebindings,verbs=get;list;create;update;delete
+// +kubebuilder:rbac:groups=rbac.authorization.k8s.io,resources=clusterroles,verbs=create;get;list
+// +kubebuilder:rbac:groups=rbac.authorization.k8s.io,resources=clusterroles,resourceNames=feast-discover-namespaces;feast-oidc-token-review;feast-token-review-cluster-role,verbs=update;delete
 // +kubebuilder:rbac:groups=core,resources=secrets;namespaces,verbs=get;list;watch
 // +kubebuilder:rbac:groups=core,resources=pods,verbs=get;list;watch;create;delete;deletecollection
 // +kubebuilder:rbac:groups=core,resources=pods/exec,verbs=create
@@ -79,6 +85,7 @@ type FeatureStoreReconciler struct {
 // +kubebuilder:rbac:groups=autoscaling,resources=horizontalpodautoscalers,verbs=get;list;watch;create;update;patch;delete
 // +kubebuilder:rbac:groups=policy,resources=poddisruptionbudgets,verbs=get;list;watch;create;update;patch;delete
 // +kubebuilder:rbac:groups=monitoring.coreos.com,resources=servicemonitors,verbs=get;list;watch;create;patch;delete
+// +kubebuilder:rbac:groups=mlflow.opendatahub.io,resources=mlflows,verbs=get;list;watch
 
 // Reconcile is part of the main kubernetes reconciliation loop which aims to
 // move the current state of the cluster closer to the desired state.
@@ -97,15 +104,18 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request
 			if r.Metrics != nil {
 				r.Metrics.DeleteFeatureStore(req.NamespacedName.Namespace, req.NamespacedName.Name)
 			}
-			// Clean up namespace registry entry even if the CR is not found
-			if err := r.cleanupNamespaceRegistry(ctx, &feastdevv1.FeatureStore{
+			// Clean up namespace registry and OpenLineage discovery entries
+			deletedCR := &feastdevv1.FeatureStore{
 				ObjectMeta: metav1.ObjectMeta{
 					Name:      req.NamespacedName.Name,
 					Namespace: req.NamespacedName.Namespace,
 				},
-			}); err != nil {
+			}
+			if err := r.cleanupNamespaceRegistry(ctx, deletedCR); err != nil {
 				logger.Error(err, "Failed to clean up namespace registry entry for deleted FeatureStore")
-				// Don't return error here as the CR is already deleted
+			}
+			if err := r.cleanupOpenLineageDiscovery(ctx, deletedCR); err != nil {
+				logger.Error(err, "Failed to clean up OpenLineage discovery entry for deleted FeatureStore")
 			}
 			return ctrl.Result{}, nil
 		}
@@ -114,9 +124,9 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request
 	}
 	currentStatus := cr.Status.DeepCopy()
 
-	// Handle deletion - clean up namespace registry entry
+	// Handle deletion - clean up namespace registry and OpenLineage discovery entries
 	if cr.DeletionTimestamp != nil {
-		logger.Info("FeatureStore is being deleted, cleaning up namespace registry entry")
+		logger.Info("FeatureStore is being deleted, cleaning up registry entries")
 		if r.Metrics != nil {
 			r.Metrics.DeleteFeatureStore(cr.Namespace, cr.Name)
 		}
@@ -124,6 +134,10 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request
 			logger.Error(err, "Failed to clean up namespace registry entry")
 			return ctrl.Result{}, err
 		}
+		if err := r.cleanupOpenLineageDiscovery(ctx, cr); err != nil {
+			logger.Error(err, "Failed to clean up OpenLineage discovery entry")
+			return ctrl.Result{}, err
+		}
 		return ctrl.Result{}, nil
 	}
 
@@ -146,7 +160,7 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request
 		}
 	}
 
-	// Add to namespace registry if deployment was successful and not being deleted
+	// Add to namespace registry and OpenLineage discovery if deployment was successful
 	if recErr == nil && cr.DeletionTimestamp == nil {
 		feast := services.FeastServices{
 			Handler: feasthandler.FeastHandler{
@@ -158,7 +172,9 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request
 		}
 		if err := feast.AddToNamespaceRegistry(); err != nil {
 			logger.Error(err, "Failed to add FeatureStore to namespace registry")
-			// Don't return error here as the FeatureStore is already deployed successfully
+		}
+		if err := feast.AddToOpenLineageDiscovery(); err != nil {
+			logger.Error(err, "Failed to add FeatureStore to OpenLineage discovery")
 		}
 	}
 
@@ -272,6 +288,18 @@ func (r *FeatureStoreReconciler) SetupWithManager(mgr ctrl.Manager) error {
 		})
 		bldr = bldr.Owns(sm)
 	}
+	if services.HasMlflowCRD() {
+		mlflow := &unstructured.Unstructured{}
+		mlflow.SetGroupVersionKind(schema.GroupVersionKind{
+			Group:   "mlflow.opendatahub.io",
+			Version: "v1",
+			Kind:    "MLflow",
+		})
+		bldr = bldr.Watches(mlflow,
+			handler.EnqueueRequestsFromMapFunc(r.mapMlflowToFeastRequests),
+			builder.WithPredicates(mlflowStatusChangedPredicate()),
+		)
+	}
 
 	return bldr.Complete(r)
 
@@ -291,6 +319,63 @@ func (r *FeatureStoreReconciler) cleanupNamespaceRegistry(ctx context.Context, c
 	return feast.RemoveFromNamespaceRegistry()
 }
 
+// mlflowStatusChangedPredicate triggers the mapper only when the MLflow CR's
+// status changes (readiness transitions) or on create/delete — not on
+// annotation, label, or metadata-only updates.
+func mlflowStatusChangedPredicate() predicate.Predicate {
+	return predicate.Funcs{
+		CreateFunc: func(_ event.CreateEvent) bool { return true },
+		DeleteFunc: func(_ event.DeleteEvent) bool { return true },
+		UpdateFunc: func(e event.UpdateEvent) bool {
+			oldU, ok1 := e.ObjectOld.(*unstructured.Unstructured)
+			newU, ok2 := e.ObjectNew.(*unstructured.Unstructured)
+			if !ok1 || !ok2 {
+				return true
+			}
+			oldStatus, _, _ := unstructured.NestedMap(oldU.Object, "status")
+			newStatus, _, _ := unstructured.NestedMap(newU.Object, "status")
+			return !reflect.DeepEqual(oldStatus, newStatus)
+		},
+		GenericFunc: func(_ event.GenericEvent) bool { return true },
+	}
+}
+
+// mapMlflowToFeastRequests re-queues FeatureStores that use MLflow (those that
+// have not explicitly opted out) when the cluster MLflow CR's status changes.
+func (r *FeatureStoreReconciler) mapMlflowToFeastRequests(ctx context.Context, _ client.Object) []reconcile.Request {
+	logger := log.FromContext(ctx)
+	var feastList feastdevv1.FeatureStoreList
+	if err := r.List(ctx, &feastList, client.InNamespace("")); err != nil {
+		logger.Error(err, "could not list FeatureStores for MLflow watch")
+		return nil
+	}
+	requests := make([]reconcile.Request, 0, len(feastList.Items))
+	for i := range feastList.Items {
+		fs := &feastList.Items[i]
+		if fs.Spec.Mlflow != nil && !fs.Spec.Mlflow.Enabled {
+			continue
+		}
+		requests = append(requests, reconcile.Request{
+			NamespacedName: client.ObjectKeyFromObject(fs),
+		})
+	}
+	return requests
+}
+
+// cleanupOpenLineageDiscovery removes the feature store instance from the OpenLineage discovery ConfigMap
+func (r *FeatureStoreReconciler) cleanupOpenLineageDiscovery(ctx context.Context, cr *feastdevv1.FeatureStore) error {
+	feast := services.FeastServices{
+		Handler: feasthandler.FeastHandler{
+			Client:       r.Client,
+			Context:      ctx,
+			FeatureStore: cr,
+			Scheme:       r.Scheme,
+		},
+	}
+
+	return feast.RemoveFromOpenLineageDiscovery()
+}
+
 // if a remotely referenced FeatureStore is changed, reconcile any FeatureStores that reference it.
 func (r *FeatureStoreReconciler) mapFeastRefsToFeastRequests(ctx context.Context, object client.Object) []reconcile.Request {
 	logger := log.FromContext(ctx)
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_cronjob_test.go b/infra/feast-operator/internal/controller/featurestore_controller_cronjob_test.go
index 11ae2af7777..c19fb08f5b3 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_cronjob_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_cronjob_test.go
@@ -124,6 +124,38 @@ var _ = Describe("FeatureStore Controller - Feast CronJob", func() {
 			startingDeadlineSeconds := int64(5)
 			Expect(cronJob.Spec.StartingDeadlineSeconds).To(Equal(&startingDeadlineSeconds))
 
+			// verify CronJob uses a dedicated SA, separate from the feature-server SA
+			cronJobSAName := services.GetFeastServiceName(resource, services.CronJobFeastType)
+			deploymentSAName := objMeta.Name
+			podSpec := cronJob.Spec.JobTemplate.Spec.Template.Spec
+			Expect(podSpec.ServiceAccountName).To(Equal(cronJobSAName))
+			Expect(podSpec.ServiceAccountName).NotTo(Equal(deploymentSAName))
+
+			// verify the dedicated CronJob SA exists
+			cronJobSA := &corev1.ServiceAccount{}
+			err = k8sClient.Get(ctx, types.NamespacedName{
+				Name:      cronJobSAName,
+				Namespace: objMeta.Namespace,
+			}, cronJobSA)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(controllerutil.HasControllerReference(cronJobSA)).To(BeTrue())
+
+			// verify restricted pod security context
+			Expect(podSpec.SecurityContext).NotTo(BeNil())
+			Expect(*podSpec.SecurityContext.RunAsNonRoot).To(BeTrue())
+			Expect(podSpec.SecurityContext.RunAsUser).NotTo(BeNil())
+			Expect(*podSpec.SecurityContext.RunAsUser).To(Equal(int64(1001)))
+			Expect(podSpec.SecurityContext.SeccompProfile).NotTo(BeNil())
+			Expect(podSpec.SecurityContext.SeccompProfile.Type).To(Equal(corev1.SeccompProfileTypeRuntimeDefault))
+
+			// verify restricted container security context
+			for _, c := range append(podSpec.InitContainers, podSpec.Containers...) {
+				Expect(c.SecurityContext).NotTo(BeNil())
+				Expect(*c.SecurityContext.AllowPrivilegeEscalation).To(BeFalse())
+				Expect(c.SecurityContext.Capabilities).NotTo(BeNil())
+				Expect(c.SecurityContext.Capabilities.Drop).To(ContainElement(corev1.Capability("ALL")))
+			}
+
 			checkCronJob(resource.Status.Applied.CronJob, cronJob.Spec)
 		})
 
@@ -244,6 +276,12 @@ var _ = Describe("FeatureStore Controller - Feast CronJob", func() {
 			Expect(cronJob.Spec.StartingDeadlineSeconds).To(Equal(&startingDeadlineSeconds))
 			Expect(cronJob.Spec.JobTemplate.Spec.Parallelism).To(Equal(&int32Var))
 
+			// verify CronJob uses a dedicated SA, separate from the feature-server SA
+			cronJobSAName := services.GetFeastServiceName(resource, services.CronJobFeastType)
+			podSpec := cronJob.Spec.JobTemplate.Spec.Template.Spec
+			Expect(podSpec.ServiceAccountName).To(Equal(cronJobSAName))
+			Expect(podSpec.ServiceAccountName).NotTo(Equal(objMeta.Name))
+
 			checkCronJob(resource.Status.Applied.CronJob, cronJob.Spec)
 		})
 	})
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_ephemeral_test.go b/infra/feast-operator/internal/controller/featurestore_controller_ephemeral_test.go
index 212fa80228b..454bd81f5ee 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_ephemeral_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_ephemeral_test.go
@@ -126,7 +126,8 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(resource.Status.FeastVersion).To(Equal(feastversion.FeastVersion))
 			Expect(resource.Status.ClientConfigMap).To(Equal(feast.GetFeastServiceName(services.ClientFeastType)))
 			Expect(resource.Status.Applied.FeastProject).To(Equal(resource.Spec.FeastProject))
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore.Persistence).NotTo(BeNil())
@@ -166,7 +167,10 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(cond.Message).To(Equal(feastdevv1.DeploymentNotAvailableMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Type).To(Equal(feastdevv1.AuthorizationReadyType))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)
 			Expect(cond).ToNot(BeNil())
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_kubernetes_auth_test.go b/infra/feast-operator/internal/controller/featurestore_controller_kubernetes_auth_test.go
index 3bfab485e85..c9874fbb2a8 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_kubernetes_auth_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_kubernetes_auth_test.go
@@ -227,7 +227,7 @@ var _ = Describe("FeatureStore Controller-Kubernetes authorization", func() {
 				feastRole)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(feastRole.Rules).ToNot(BeEmpty())
-			Expect(feastRole.Rules).To(HaveLen(6))
+			Expect(feastRole.Rules).To(HaveLen(5))
 			Expect(feastRole.Rules[0].APIGroups).To(HaveLen(1))
 			Expect(feastRole.Rules[0].APIGroups[0]).To(Equal(rbacv1.GroupName))
 			Expect(feastRole.Rules[0].Resources).To(HaveLen(2))
@@ -308,7 +308,7 @@ var _ = Describe("FeatureStore Controller-Kubernetes authorization", func() {
 			Expect(err).To(HaveOccurred())
 			Expect(errors.IsNotFound(err)).To(BeTrue())
 
-			By("Clearing the kubernetes authorization and reconciling")
+			By("Clearing the kubernetes authorization and reconciling (defaults to Kubernetes auth)")
 			resourceNew = resource.DeepCopy()
 			resourceNew.Spec.AuthzConfig = nil
 			err = k8sClient.Update(ctx, resourceNew)
@@ -323,7 +323,7 @@ var _ = Describe("FeatureStore Controller-Kubernetes authorization", func() {
 			Expect(err).NotTo(HaveOccurred())
 			feast.Handler.FeatureStore = resource
 
-			// check no Roles
+			// custom roles should be cleaned up
 			for _, roleName := range roles {
 				role := &rbacv1.Role{}
 				err = k8sClient.Get(ctx, types.NamespacedName{
@@ -334,15 +334,14 @@ var _ = Describe("FeatureStore Controller-Kubernetes authorization", func() {
 				Expect(err).To(HaveOccurred())
 				Expect(errors.IsNotFound(err)).To(BeTrue())
 			}
-			// check no RoleBinding
+			// RoleBinding should still exist since nil AuthzConfig defaults to Kubernetes auth
 			roleBinding = &rbacv1.RoleBinding{}
 			err = k8sClient.Get(ctx, types.NamespacedName{
 				Name:      authz.GetFeastRoleName(resource),
 				Namespace: resource.Namespace,
 			},
 				roleBinding)
-			Expect(err).To(HaveOccurred())
-			Expect(errors.IsNotFound(err)).To(BeTrue())
+			Expect(err).NotTo(HaveOccurred())
 		})
 
 		It("should properly encode a feature_store.yaml config", func() {
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_objectstore_test.go b/infra/feast-operator/internal/controller/featurestore_controller_objectstore_test.go
index a326752a78f..58c842c37d7 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_objectstore_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_objectstore_test.go
@@ -121,7 +121,8 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(resource.Status.FeastVersion).To(Equal(feastversion.FeastVersion))
 			Expect(resource.Status.ClientConfigMap).To(Equal(feast.GetFeastServiceName(services.ClientFeastType)))
 			Expect(resource.Status.Applied.FeastProject).To(Equal(resource.Spec.FeastProject))
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore).To(BeNil())
 			Expect(resource.Status.Applied.Services.OnlineStore).NotTo(BeNil())
@@ -151,7 +152,10 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(cond.Message).To(Equal(feastdevv1.DeploymentNotAvailableMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Type).To(Equal(feastdevv1.AuthorizationReadyType))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)
 			Expect(cond).ToNot(BeNil())
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_oidc_auth_test.go b/infra/feast-operator/internal/controller/featurestore_controller_oidc_auth_test.go
index e15f8ecfa8a..75d81edc905 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_oidc_auth_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_oidc_auth_test.go
@@ -263,7 +263,7 @@ var _ = Describe("FeatureStore Controller-OIDC authorization", func() {
 				sa)
 			Expect(err).NotTo(HaveOccurred())
 
-			By("Clearing the OIDC authorization and reconciling")
+			By("Clearing the OIDC authorization and reconciling (defaults to Kubernetes auth)")
 			resourceNew := resource.DeepCopy()
 			resourceNew.Spec.AuthzConfig = nil
 			err = k8sClient.Update(ctx, resourceNew)
@@ -278,15 +278,14 @@ var _ = Describe("FeatureStore Controller-OIDC authorization", func() {
 			Expect(err).NotTo(HaveOccurred())
 			feast.Handler.FeatureStore = resource
 
-			// check no RoleBinding
+			// With authz cleared, operator defaults to Kubernetes auth, so RoleBinding should exist
 			roleBinding = &rbacv1.RoleBinding{}
 			err = k8sClient.Get(ctx, types.NamespacedName{
 				Name:      authz.GetFeastRoleName(resource),
 				Namespace: resource.Namespace,
 			},
 				roleBinding)
-			Expect(err).To(HaveOccurred())
-			Expect(errors.IsNotFound(err)).To(BeTrue())
+			Expect(err).NotTo(HaveOccurred())
 		})
 
 		It("should properly encode a feature_store.yaml config", func() {
@@ -493,6 +492,8 @@ func expectedServerOidcAuthorizConfig() services.AuthzConfig {
 			string(services.OidcClientSecret):     "client-secret",
 			string(services.OidcUsername):         "username",
 			string(services.OidcPassword):         "password",
+			string(services.OidcAudience):         "api://feast-feature-server",
+			string(services.OidcIssuer):           "https://keycloak.example.com/realms/test",
 		},
 	}
 }
@@ -509,6 +510,8 @@ func validOidcSecretMap() map[string]string {
 		string(services.OidcClientSecret):     "client-secret",
 		string(services.OidcUsername):         "username",
 		string(services.OidcPassword):         "password",
+		string(services.OidcAudience):         "api://feast-feature-server",
+		string(services.OidcIssuer):           "https://keycloak.example.com/realms/test",
 	}
 }
 
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_packaged_test.go b/infra/feast-operator/internal/controller/featurestore_controller_packaged_test.go
new file mode 100644
index 00000000000..9c534a624bd
--- /dev/null
+++ b/infra/feast-operator/internal/controller/featurestore_controller_packaged_test.go
@@ -0,0 +1,237 @@
+/*
+Copyright 2026 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package controller
+
+import (
+	"context"
+
+	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
+	"github.com/feast-dev/feast/infra/feast-operator/internal/controller/handler"
+	"github.com/feast-dev/feast/infra/feast-operator/internal/controller/services"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+	appsv1 "k8s.io/api/apps/v1"
+	corev1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"sigs.k8s.io/controller-runtime/pkg/reconcile"
+)
+
+var _ = Describe("Packaged feature repositories", func() {
+	const (
+		resourceName    = "packaged-feature-repo"
+		packagedImage   = "registry.example.com/feature-server@sha256:0123456789abcdef"
+		packagedRepoDir = "/opt/feast/feature_repo"
+	)
+
+	ctx := context.Background()
+	key := types.NamespacedName{Name: resourceName, Namespace: "default"}
+
+	newFeatureStore := func() *feastdevv1.FeatureStore {
+		return &feastdevv1.FeatureStore{
+			ObjectMeta: metav1.ObjectMeta{Name: key.Name, Namespace: key.Namespace},
+			Spec: feastdevv1.FeatureStoreSpec{
+				FeastProject: feastProject,
+				FeastProjectDir: &feastdevv1.FeastProjectDir{
+					Packaged: &feastdevv1.FeastPackagedOptions{
+						Image:           packagedImage,
+						FeatureRepoPath: packagedRepoDir,
+					},
+				},
+			},
+		}
+	}
+
+	reconcileFeatureStore := func() (*feastdevv1.FeatureStore, *appsv1.Deployment) {
+		reconciler := &FeatureStoreReconciler{Client: k8sClient, Scheme: k8sClient.Scheme()}
+		_, err := reconciler.Reconcile(ctx, reconcile.Request{NamespacedName: key})
+		Expect(err).NotTo(HaveOccurred())
+
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		feastServices := services.FeastServices{
+			Handler: handler.FeastHandler{
+				Client:       k8sClient,
+				Context:      ctx,
+				Scheme:       k8sClient.Scheme(),
+				FeatureStore: featureStore,
+			},
+		}
+		deployment := &appsv1.Deployment{}
+		meta := feastServices.GetObjectMeta()
+		Expect(k8sClient.Get(ctx, types.NamespacedName{Name: meta.Name, Namespace: meta.Namespace}, deployment)).To(Succeed())
+		return featureStore, deployment
+	}
+
+	BeforeEach(func() {
+		Expect(k8sClient.Create(ctx, newFeatureStore())).To(Succeed())
+	})
+
+	AfterEach(func() {
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		Expect(k8sClient.Delete(ctx, featureStore)).To(Succeed())
+	})
+
+	It("stages the packaged repository and applies it from the shared directory", func() {
+		featureStore, deployment := reconcileFeatureStore()
+
+		canonicalRepoDir := services.EphemeralPath + "/" + feastProject + "/" + services.FeatureRepoDir
+		Expect(deployment.Spec.Template.Spec.InitContainers).To(HaveLen(2))
+		initContainer := deployment.Spec.Template.Spec.InitContainers[0]
+		Expect(initContainer.Name).To(Equal("feast-init"))
+		Expect(initContainer.Image).To(Equal(packagedImage))
+		Expect(initContainer.WorkingDir).To(Equal(services.EphemeralPath))
+		Expect(initContainer.Env).To(ContainElements(
+			corev1.EnvVar{Name: "FEAST_PACKAGED_FEATURE_REPO_PATH", Value: packagedRepoDir},
+			corev1.EnvVar{Name: "FEAST_STAGED_FEATURE_REPO_PATH", Value: canonicalRepoDir},
+		))
+		Expect(initContainer.Args).To(HaveLen(1))
+		Expect(initContainer.Args[0]).To(ContainSubstring(`rm -rf -- "${FEAST_STAGED_FEATURE_REPO_PATH}"`))
+		Expect(initContainer.Args[0]).To(ContainSubstring(`cp -a -- "${FEAST_PACKAGED_FEATURE_REPO_PATH}/." "${FEAST_STAGED_FEATURE_REPO_PATH}/"`))
+		Expect(initContainer.Args[0]).To(ContainSubstring(`printf '%s' "${TMP_FEATURE_STORE_YAML_BASE64}" | base64 -d`))
+		Expect(initContainer.Args[0]).To(ContainSubstring(`"${FEAST_STAGED_FEATURE_REPO_PATH}/feature_store.yaml"`))
+
+		applyContainer := deployment.Spec.Template.Spec.InitContainers[1]
+		Expect(applyContainer.Name).To(Equal("feast-apply"))
+		Expect(applyContainer.Image).To(Equal(packagedImage))
+		Expect(applyContainer.Command).To(Equal([]string{"feast", "apply"}))
+		Expect(applyContainer.WorkingDir).To(Equal(canonicalRepoDir))
+
+		online := services.GetOnlineContainer(*deployment)
+		Expect(online.Image).To(Equal(packagedImage))
+		Expect(online.WorkingDir).To(Equal(canonicalRepoDir))
+		Expect(*featureStore.Status.Applied.Services.OnlineStore.Server.Image).To(Equal(packagedImage))
+	})
+
+	It("supports staging without applying and direct use of the baked repository", func() {
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{RunFeastApplyOnInit: ptr(false)}
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		featureStore, deployment := reconcileFeatureStore()
+		Expect(deployment.Spec.Template.Spec.InitContainers).To(HaveLen(1))
+		Expect(deployment.Spec.Template.Spec.InitContainers[0].Name).To(Equal("feast-init"))
+
+		featureStore.Spec.Services.DisableInitContainers = true
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+		_, deployment = reconcileFeatureStore()
+		Expect(deployment.Spec.Template.Spec.InitContainers).To(BeEmpty())
+		online := services.GetOnlineContainer(*deployment)
+		Expect(online.Image).To(Equal(packagedImage))
+		Expect(online.WorkingDir).To(Equal(packagedRepoDir))
+	})
+
+	It("keeps explicit service images ahead of the packaged image", func() {
+		const serviceImage = "registry.example.com/online-server:custom"
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+			OnlineStore: &feastdevv1.OnlineStore{
+				Server: &feastdevv1.ServerConfigs{
+					ContainerConfigs: feastdevv1.ContainerConfigs{
+						DefaultCtrConfigs: feastdevv1.DefaultCtrConfigs{Image: ptr(serviceImage)},
+					},
+				},
+			},
+		}
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		_, deployment := reconcileFeatureStore()
+		Expect(deployment.Spec.Template.Spec.InitContainers[0].Image).To(Equal(packagedImage))
+		Expect(services.GetOnlineContainer(*deployment).Image).To(Equal(serviceImage))
+	})
+
+	It("keeps an explicit init image ahead of the packaged image", func() {
+		const initImage = "registry.example.com/feast-init:custom"
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+			InitImage: ptr(initImage),
+		}
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		_, deployment := reconcileFeatureStore()
+		Expect(deployment.Spec.Template.Spec.InitContainers).To(HaveLen(2))
+		Expect(deployment.Spec.Template.Spec.InitContainers[0].Image).To(Equal(initImage))
+		Expect(deployment.Spec.Template.Spec.InitContainers[1].Image).To(Equal(initImage))
+		Expect(services.GetOnlineContainer(*deployment).Image).To(Equal(packagedImage))
+	})
+
+	It("supports path-only direct mode with an explicit service image", func() {
+		const serviceImage = "registry.example.com/online-server:air-gapped"
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.FeastProjectDir.Packaged.Image = ""
+		featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+			DisableInitContainers: true,
+			OnlineStore: &feastdevv1.OnlineStore{
+				Server: &feastdevv1.ServerConfigs{
+					ContainerConfigs: feastdevv1.ContainerConfigs{
+						DefaultCtrConfigs: feastdevv1.DefaultCtrConfigs{Image: ptr(serviceImage)},
+					},
+				},
+			},
+		}
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		_, deployment := reconcileFeatureStore()
+		Expect(deployment.Spec.Template.Spec.InitContainers).To(BeEmpty())
+		online := services.GetOnlineContainer(*deployment)
+		Expect(online.Image).To(Equal(serviceImage))
+		Expect(online.WorkingDir).To(Equal(packagedRepoDir))
+	})
+
+	It("retains the operator image fallback when the packaged image is omitted", func() {
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.FeastProjectDir.Packaged.Image = ""
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		_, deployment := reconcileFeatureStore()
+		initImage := deployment.Spec.Template.Spec.InitContainers[0].Image
+		Expect(initImage).NotTo(BeEmpty())
+		Expect(services.GetOnlineContainer(*deployment).Image).To(Equal(initImage))
+	})
+
+	DescribeTable("rejects packaged and staged repository path overlap",
+		func(featureRepoPath string) {
+			featureStore := &feastdevv1.FeatureStore{}
+			Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+			featureStore.Spec.FeastProjectDir.Packaged.FeatureRepoPath = featureRepoPath
+			Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+			reconciler := &FeatureStoreReconciler{Client: k8sClient, Scheme: k8sClient.Scheme()}
+			_, err := reconciler.Reconcile(ctx, reconcile.Request{NamespacedName: key})
+			Expect(err).To(MatchError(ContainSubstring("overlaps staged repository path")))
+		},
+		Entry("equal paths", services.EphemeralPath+"/"+feastProject+"/"+services.FeatureRepoDir),
+		Entry("packaged path is an ancestor", services.EphemeralPath+"/"+feastProject),
+		Entry("packaged path is a descendant", services.EphemeralPath+"/"+feastProject+"/"+services.FeatureRepoDir+"/baked"),
+	)
+
+	It("allows similar path prefixes that do not overlap", func() {
+		featureStore := &feastdevv1.FeatureStore{}
+		Expect(k8sClient.Get(ctx, key, featureStore)).To(Succeed())
+		featureStore.Spec.FeastProjectDir.Packaged.FeatureRepoPath =
+			services.EphemeralPath + "/" + feastProject + "/" + services.FeatureRepoDir + "-image"
+		Expect(k8sClient.Update(ctx, featureStore)).To(Succeed())
+
+		reconcileFeatureStore()
+	})
+})
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_pvc_test.go b/infra/feast-operator/internal/controller/featurestore_controller_pvc_test.go
index 8e7303cee34..375d7cd613b 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_pvc_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_pvc_test.go
@@ -160,7 +160,8 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(resource.Status.FeastVersion).To(Equal(feastversion.FeastVersion))
 			Expect(resource.Status.ClientConfigMap).To(Equal(feast.GetFeastServiceName(services.ClientFeastType)))
 			Expect(resource.Status.Applied.FeastProject).To(Equal(resource.Spec.FeastProject))
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore.Persistence).NotTo(BeNil())
@@ -233,7 +234,10 @@ var _ = Describe("FeatureStore Controller-Ephemeral services", func() {
 			Expect(cond.Message).To(Equal(feastdevv1.DeploymentNotAvailableMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Type).To(Equal(feastdevv1.AuthorizationReadyType))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)
 			Expect(cond).ToNot(BeNil())
diff --git a/infra/feast-operator/internal/controller/featurestore_controller_test.go b/infra/feast-operator/internal/controller/featurestore_controller_test.go
index a9ac5235eda..07bde0a44fa 100644
--- a/infra/feast-operator/internal/controller/featurestore_controller_test.go
+++ b/infra/feast-operator/internal/controller/featurestore_controller_test.go
@@ -167,7 +167,8 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(resource.Status.ServiceHostnames.UI).To(BeEmpty())
 			Expect(resource.Status.ServiceHostnames.OnlineStore).To(Equal(feast.GetFeastServiceName(services.OnlineFeastType) + "." + resource.Namespace + ".svc.cluster.local:80"))
 			Expect(resource.Status.Applied.FeastProject).To(Equal(resource.Spec.FeastProject))
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore).To(BeNil())
 			Expect(resource.Status.Applied.Services.Registry).To(BeNil())
@@ -183,7 +184,10 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(cond.Type).To(Equal(feastdevv1.ReadyType))
 			Expect(cond.Message).To(Equal(feastdevv1.ReadyMessage))
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Type).To(Equal(feastdevv1.AuthorizationReadyType))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.OnlineStoreReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -299,6 +303,41 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(err).NotTo(HaveOccurred())
 			Expect(deploy.Spec.Template.Spec.InitContainers).To(HaveLen(2))
 			Expect(deploy.Spec.Template.Spec.InitContainers[0].Args[0]).To(ContainSubstring("feast init -t spark"))
+
+			// initImage is independent of server images: init containers use initImage,
+			// main containers keep their own server.image.
+			initImage := "quay.io/org/feast-init:custom"
+			serverImage := "quay.io/org/feast-online:server"
+			if resource.Spec.Services == nil {
+				resource.Spec.Services = &feastdevv1.FeatureStoreServices{}
+			}
+			resource.Spec.Services.InitImage = &initImage
+			if resource.Spec.Services.OnlineStore == nil {
+				resource.Spec.Services.OnlineStore = &feastdevv1.OnlineStore{}
+			}
+			if resource.Spec.Services.OnlineStore.Server == nil {
+				resource.Spec.Services.OnlineStore.Server = &feastdevv1.ServerConfigs{}
+			}
+			resource.Spec.Services.OnlineStore.Server.Image = &serverImage
+			err = k8sClient.Update(ctx, resource)
+			Expect(err).NotTo(HaveOccurred())
+			_, err = controllerReconciler.Reconcile(ctx, reconcile.Request{
+				NamespacedName: typeNamespacedName,
+			})
+			Expect(err).NotTo(HaveOccurred())
+
+			err = k8sClient.Get(ctx, types.NamespacedName{
+				Name:      objMeta.Name,
+				Namespace: objMeta.Namespace,
+			}, deploy)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(deploy.Spec.Template.Spec.InitContainers).To(HaveLen(2))
+			Expect(deploy.Spec.Template.Spec.InitContainers[0].Image).To(Equal(initImage))
+			Expect(deploy.Spec.Template.Spec.InitContainers[1].Image).To(Equal(initImage))
+			online = services.GetOnlineContainer(*deploy)
+			Expect(online).NotTo(BeNil())
+			Expect(online.Image).To(Equal(serverImage))
+			Expect(online.Image).NotTo(Equal(initImage))
 		})
 
 		It("should properly encode a feature_store.yaml config", func() {
@@ -474,7 +513,7 @@ var _ = Describe("FeatureStore Controller", func() {
 
 			err = k8sClient.Get(ctx, typeNamespacedName, resource)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(resource.Status.Conditions).To(HaveLen(4))
+			Expect(resource.Status.Conditions).To(HaveLen(5))
 
 			cond := apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.ReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -484,7 +523,9 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(cond.Message).To(Equal("Error: Object " + resource.Namespace + "/" + deploy.Name + " is already owned by another Service controller " + name))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.OnlineStoreReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -575,7 +616,8 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(resource.Status.FeastVersion).To(Equal(feastversion.FeastVersion))
 			Expect(resource.Status.ClientConfigMap).To(Equal(feast.GetFeastServiceName(services.ClientFeastType)))
 			Expect(resource.Status.Applied.FeastProject).To(Equal(resource.Spec.FeastProject))
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore).NotTo(BeNil())
 			Expect(resource.Status.Applied.Services.OfflineStore.Persistence).NotTo(BeNil())
@@ -621,7 +663,10 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(cond.Message).To(Equal(feastdevv1.DeploymentNotAvailableMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Type).To(Equal(feastdevv1.AuthorizationReadyType))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -710,7 +755,7 @@ var _ = Describe("FeatureStore Controller", func() {
 			saList := corev1.ServiceAccountList{}
 			err = k8sClient.List(ctx, &saList, listOpts)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(saList.Items).To(HaveLen(1))
+			Expect(saList.Items).To(HaveLen(2))
 
 			svcList := corev1.ServiceList{}
 			err = k8sClient.List(ctx, &svcList, listOpts)
@@ -1122,7 +1167,7 @@ var _ = Describe("FeatureStore Controller", func() {
 			err = k8sClient.Get(ctx, nsName, resource)
 			Expect(err).NotTo(HaveOccurred())
 
-			Expect(apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)).To(BeNil())
+			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)).To(BeTrue())
 			Expect(apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)).To(BeNil())
 			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.OnlineStoreReadyType)).To(BeTrue())
 			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.OfflineStoreReadyType)).To(BeTrue())
@@ -1223,7 +1268,7 @@ var _ = Describe("FeatureStore Controller", func() {
 			err = k8sClient.Get(ctx, nsName, resource)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(resource.Status.ServiceHostnames.Registry).To(BeEmpty())
-			Expect(apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)).To(BeNil())
+			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)).To(BeTrue())
 			Expect(apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)).To(BeNil())
 			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.ReadyType)).To(BeFalse())
 			Expect(apimeta.IsStatusConditionTrue(resource.Status.Conditions, feastdevv1.OnlineStoreReadyType)).To(BeTrue())
@@ -1653,7 +1698,7 @@ var _ = Describe("FeatureStore Controller", func() {
 
 			err = k8sClient.Get(ctx, typeNamespacedName, resource)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(resource.Status.Conditions).To(HaveLen(7))
+			Expect(resource.Status.Conditions).To(HaveLen(8))
 
 			cond := apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.ReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -1663,7 +1708,9 @@ var _ = Describe("FeatureStore Controller", func() {
 			Expect(cond.Message).To(Equal("Error: Object " + resource.Namespace + "/" + deploy.Name + " is already owned by another Service controller " + name))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.AuthorizationReadyType)
-			Expect(cond).To(BeNil())
+			Expect(cond).ToNot(BeNil())
+			Expect(cond.Status).To(Equal(metav1.ConditionTrue))
+			Expect(cond.Message).To(Equal(feastdevv1.KubernetesAuthzReadyMessage))
 
 			cond = apimeta.FindStatusCondition(resource.Status.Conditions, feastdevv1.RegistryReadyType)
 			Expect(cond).ToNot(BeNil())
@@ -1808,7 +1855,7 @@ func getFeatureStoreYamlEnvVar(envs []corev1.EnvVar) *corev1.EnvVar {
 
 func noAuthzConfig() services.AuthzConfig {
 	return services.AuthzConfig{
-		Type: services.NoAuthAuthType,
+		Type: services.KubernetesAuthType,
 	}
 }
 
diff --git a/infra/feast-operator/internal/controller/services/cronjob.go b/infra/feast-operator/internal/controller/services/cronjob.go
index f3b978928f7..78fe05261c4 100644
--- a/infra/feast-operator/internal/controller/services/cronjob.go
+++ b/infra/feast-operator/internal/controller/services/cronjob.go
@@ -16,6 +16,9 @@ import (
 )
 
 func (feast *FeastServices) deployCronJob() error {
+	if err := feast.createCronJobServiceAccount(); err != nil {
+		return feast.setFeastServiceCondition(err, CronJobFeastType)
+	}
 	if err := feast.createCronJobRole(); err != nil {
 		return feast.setFeastServiceCondition(err, CronJobFeastType)
 	}
@@ -145,9 +148,23 @@ func (feast *FeastServices) setCronJob(cronJob *batchv1.CronJob) error {
 }
 
 func (feast *FeastServices) getCronJobPodSpec() corev1.PodSpec {
+	podSecCtx := &corev1.PodSecurityContext{
+		RunAsNonRoot: boolPtr(true),
+		SeccompProfile: &corev1.SeccompProfile{
+			Type: corev1.SeccompProfileTypeRuntimeDefault,
+		},
+	}
+	// On vanilla Kubernetes (e.g. Kind) we must set an explicit non-root UID
+	// because the default CronJob image (origin-cli) runs as root.
+	// On OpenShift the restricted-v2 SCC auto-assigns a UID from the
+	// namespace's allowed range, so we must NOT set RunAsUser.
+	if !IsOpenShift() {
+		podSecCtx.RunAsUser = int64Ptr(1001)
+	}
 	podSpec := corev1.PodSpec{
-		ServiceAccountName: feast.initFeastSA().Name,
+		ServiceAccountName: feast.initCronJobSA().Name,
 		RestartPolicy:      corev1.RestartPolicyNever,
+		SecurityContext:    podSecCtx,
 	}
 	feast.setCronJobContainers(&podSpec)
 	return podSpec
@@ -167,7 +184,7 @@ func (feast *FeastServices) setCronJobContainers(podSpec *corev1.PodSpec) {
 }
 
 func (feast *FeastServices) getCronJobContainer(containerName, cronJobCmd string) corev1.Container {
-	return *getContainer(
+	container := getContainer(
 		containerName,
 		"",
 		[]string{
@@ -178,6 +195,42 @@ func (feast *FeastServices) getCronJobContainer(containerName, cronJobCmd string
 		feast.Handler.FeatureStore.Status.Applied.CronJob.ContainerConfigs.ContainerConfigs,
 		"",
 	)
+	container.SecurityContext = &corev1.SecurityContext{
+		AllowPrivilegeEscalation: boolPtr(false),
+		Capabilities: &corev1.Capabilities{
+			Drop: []corev1.Capability{"ALL"},
+		},
+	}
+	return *container
+}
+
+func (feast *FeastServices) createCronJobServiceAccount() error {
+	logger := log.FromContext(feast.Handler.Context)
+	sa := feast.initCronJobSA()
+	if op, err := controllerutil.CreateOrUpdate(feast.Handler.Context, feast.Handler.Client, sa, controllerutil.MutateFn(func() error {
+		return feast.setCronJobServiceAccount(sa)
+	})); err != nil {
+		return err
+	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+		logger.Info("Successfully reconciled", "ServiceAccount", sa.Name, "operation", op)
+	}
+	return nil
+}
+
+func (feast *FeastServices) initCronJobSA() *corev1.ServiceAccount {
+	sa := &corev1.ServiceAccount{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      feast.getCronJobRoleName(),
+			Namespace: feast.Handler.FeatureStore.Namespace,
+		},
+	}
+	sa.SetGroupVersionKind(corev1.SchemeGroupVersion.WithKind("ServiceAccount"))
+	return sa
+}
+
+func (feast *FeastServices) setCronJobServiceAccount(sa *corev1.ServiceAccount) error {
+	sa.Labels = feast.getFeastTypeLabels(CronJobFeastType)
+	return controllerutil.SetControllerReference(feast.Handler.FeatureStore, sa, feast.Handler.Scheme)
 }
 
 func (feast *FeastServices) createCronJobRole() error {
@@ -254,7 +307,7 @@ func (feast *FeastServices) setCronJobRoleBinding(roleBinding *rbacv1.RoleBindin
 	roleBinding.Labels = feast.getFeastTypeLabels(CronJobFeastType)
 	roleBinding.Subjects = []rbacv1.Subject{{
 		Kind:      rbacv1.ServiceAccountKind,
-		Name:      feast.initFeastSA().Name,
+		Name:      feast.initCronJobSA().Name,
 		Namespace: feast.Handler.FeatureStore.Namespace,
 	}}
 	roleBinding.RoleRef = rbacv1.RoleRef{
diff --git a/infra/feast-operator/internal/controller/services/mlflow_discover.go b/infra/feast-operator/internal/controller/services/mlflow_discover.go
new file mode 100644
index 00000000000..fb9ee1be64b
--- /dev/null
+++ b/infra/feast-operator/internal/controller/services/mlflow_discover.go
@@ -0,0 +1,141 @@
+/*
+Copyright 2024 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package services
+
+import (
+	"context"
+
+	rbacv1 "k8s.io/api/rbac/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+	"sigs.k8s.io/controller-runtime/pkg/client"
+)
+
+var mlflowGVK = schema.GroupVersionKind{
+	Group:   "mlflow.opendatahub.io",
+	Version: "v1",
+	Kind:    "MLflow",
+}
+
+// MlflowDiscoveryResult holds the discovered MLflow URIs from the cluster CR.
+type MlflowDiscoveryResult struct {
+	// TrackingUri is the in-cluster URI for API calls (status.address.url).
+	TrackingUri string
+	// UiUrl is the external/browser-reachable URL for hyperlinks (status.url).
+	// Empty when no external route is configured.
+	UiUrl string
+}
+
+// DiscoverMlflow lists all MLflow CRs in the cluster and returns the URIs
+// from the first one that is Available/Ready. The MLflow CRD enforces a
+// singleton named "mlflow", but listing is used for forward-compatibility.
+// Returns (zero-value, false) when MLflow is not installed, not available, or
+// has no tracking URI. This function never returns an error — it is designed
+// for best-effort discovery so that FeatureStore reconcile is not blocked.
+func DiscoverMlflow(ctx context.Context, c client.Client) (MlflowDiscoveryResult, bool) {
+	list := &unstructured.UnstructuredList{}
+	list.SetGroupVersionKind(schema.GroupVersionKind{
+		Group:   mlflowGVK.Group,
+		Version: mlflowGVK.Version,
+		Kind:    mlflowGVK.Kind + "List",
+	})
+
+	if err := c.List(ctx, list); err != nil || len(list.Items) == 0 {
+		return MlflowDiscoveryResult{}, false
+	}
+
+	for i := range list.Items {
+		item := &list.Items[i]
+		status, found, _ := unstructured.NestedMap(item.Object, "status")
+		if !found || !isMlflowReady(status) {
+			continue
+		}
+
+		result := extractMlflowURIs(status)
+		if result.TrackingUri != "" {
+			return result, true
+		}
+	}
+
+	return MlflowDiscoveryResult{}, false
+}
+
+// extractMlflowURIs reads the tracking URI and UI URL from a MLflow CR status map.
+func extractMlflowURIs(status map[string]interface{}) MlflowDiscoveryResult {
+	result := MlflowDiscoveryResult{}
+
+	// In-cluster address (HTTPS service URL) — used for API calls
+	if addr, ok := status["address"].(map[string]interface{}); ok {
+		if url, ok := addr["url"].(string); ok && url != "" {
+			result.TrackingUri = url
+		}
+	}
+
+	// External gateway URL — used for browser-reachable hyperlinks
+	if url, ok := status["url"].(string); ok && url != "" {
+		result.UiUrl = url
+	}
+
+	// If no in-cluster address, use external URL as tracking URI too
+	if result.TrackingUri == "" {
+		result.TrackingUri = result.UiUrl
+	}
+
+	return result
+}
+
+// isMlflowReady checks status.conditions for an Available=True or Ready=True
+// condition. The RHOAI MLflow operator uses "Available" as its readiness
+// signal; we also accept "Ready" for forward-compatibility with other operators.
+// Returns false when conditions are absent or none indicate readiness.
+func isMlflowReady(status map[string]interface{}) bool {
+	conditions, ok := status["conditions"].([]interface{})
+	if !ok || len(conditions) == 0 {
+		return false
+	}
+	for _, c := range conditions {
+		cond, ok := c.(map[string]interface{})
+		if !ok {
+			continue
+		}
+		condType, _ := cond["type"].(string)
+		condStatus, _ := cond["status"].(string)
+		if (condType == "Available" || condType == "Ready") && condStatus == "True" {
+			return true
+		}
+	}
+	return false
+}
+
+// legacyMlflowRoleBindingSuffix is the suffix used by earlier operator versions
+// that created a RoleBinding for MLflow API access. That RoleBinding is no longer
+// needed — authentication uses the pod SA token via MLFLOW_TRACKING_AUTH.
+const legacyMlflowRoleBindingSuffix = "-mlflow-integration"
+
+// cleanupLegacyMlflowRoleBinding deletes the RoleBinding created by older
+// operator versions (if present). Safe no-op when the object does not exist.
+func (feast *FeastServices) cleanupLegacyMlflowRoleBinding() error {
+	rb := &rbacv1.RoleBinding{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      GetFeastName(feast.Handler.FeatureStore) + legacyMlflowRoleBindingSuffix,
+			Namespace: feast.Handler.FeatureStore.Namespace,
+		},
+	}
+	rb.SetGroupVersionKind(rbacv1.SchemeGroupVersion.WithKind("RoleBinding"))
+	return feast.Handler.DeleteOwnedFeastObj(rb)
+}
diff --git a/infra/feast-operator/internal/controller/services/namespace_registry.go b/infra/feast-operator/internal/controller/services/namespace_registry.go
index dcea98a5764..122e7ba9e98 100644
--- a/infra/feast-operator/internal/controller/services/namespace_registry.go
+++ b/infra/feast-operator/internal/controller/services/namespace_registry.go
@@ -36,8 +36,22 @@ type NamespaceRegistryData struct {
 	Namespaces map[string][]string `json:"namespaces"`
 }
 
+// isProtectedProject checks if this CR is annotated as a protected project
+func (feast *FeastServices) isProtectedProject() bool {
+	annotations := feast.Handler.FeatureStore.GetAnnotations()
+	return annotations[ProtectedProjectAnnotation] == "true"
+}
+
 // deployNamespaceRegistry creates and manages the namespace registry ConfigMap
 func (feast *FeastServices) deployNamespaceRegistry() error {
+	// Skip namespace registry for protected projects.
+	// Protected projects are managed externally and should not be visible to other instances.
+	if feast.isProtectedProject() {
+		logger := log.FromContext(feast.Handler.Context)
+		logger.V(1).Info("Skipping namespace registry for protected project", "project", feast.Handler.FeatureStore.Spec.FeastProject)
+		return nil
+	}
+
 	// Check if we can determine the target namespace before creating any resources
 	targetNamespace, err := feast.getNamespaceRegistryNamespace()
 	if err != nil {
@@ -230,6 +244,11 @@ func (feast *FeastServices) getNamespaceRegistryNamespace() (string, error) {
 
 // AddToNamespaceRegistry adds a feature store instance to the namespace registry
 func (feast *FeastServices) AddToNamespaceRegistry() error {
+	// Skip for protected projects — they should not appear in the namespace registry.
+	if feast.isProtectedProject() {
+		return nil
+	}
+
 	logger := log.FromContext(feast.Handler.Context)
 	targetNamespace, err := feast.getNamespaceRegistryNamespace()
 	if err != nil {
diff --git a/infra/feast-operator/internal/controller/services/openlineage_discovery.go b/infra/feast-operator/internal/controller/services/openlineage_discovery.go
new file mode 100644
index 00000000000..7ac39460bbd
--- /dev/null
+++ b/infra/feast-operator/internal/controller/services/openlineage_discovery.go
@@ -0,0 +1,423 @@
+/*
+Copyright 2024 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package services
+
+import (
+	"encoding/json"
+	"fmt"
+
+	corev1 "k8s.io/api/core/v1"
+	rbacv1 "k8s.io/api/rbac/v1"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"sigs.k8s.io/controller-runtime/pkg/client"
+	"sigs.k8s.io/controller-runtime/pkg/controller/controllerutil"
+	"sigs.k8s.io/controller-runtime/pkg/log"
+)
+
+// OpenLineageEndpointInfo describes one OpenLineage consumer endpoint.
+type OpenLineageEndpointInfo struct {
+	URL      string `json:"url"`
+	Endpoint string `json:"endpoint"`
+	TLS      bool   `json:"tls"`
+}
+
+// OpenLineageDiscoveryData is the structure stored in the discovery ConfigMap.
+type OpenLineageDiscoveryData struct {
+	Consumers map[string]OpenLineageEndpointInfo `json:"consumers"`
+}
+
+// hasOpenLineageConsumer returns true when the CR has an enabled OpenLineage consumer
+// (either embedded or standalone).
+func (feast *FeastServices) hasOpenLineageConsumer() bool {
+	applied := feast.Handler.FeatureStore.Status.Applied
+	return applied.OpenLineage != nil &&
+		applied.OpenLineage.Consumer != nil &&
+		applied.OpenLineage.Consumer.Enabled
+}
+
+// getOpenLineageConsumerURL builds the full service URL for this CR's consumer.
+func (feast *FeastServices) getOpenLineageConsumerURL() (url string, isTLS bool) {
+	cr := feast.Handler.FeatureStore
+
+	if feast.isLineageServer() {
+		svcName := GetFeastServiceName(cr, LineageFeastType)
+		port := int32(HttpPort)
+		scheme := HttpScheme
+		isTLS = false
+
+		if svr := cr.Status.Applied.OpenLineage.Consumer.LineageServer.Server; svr != nil && svr.TLS.IsTLS() {
+			port = int32(HttpsPort)
+			scheme = HttpsScheme
+			isTLS = true
+		}
+		url = fmt.Sprintf("%s://%s.%s%s:%d", scheme, svcName, cr.Namespace, svcDomain, port)
+		return url, isTLS
+	}
+
+	// Embedded consumer: prefer registry REST service (always running) over UI (optional).
+	if feast.isRegistryRestEnabled() {
+		svcName := feast.GetFeastRestServiceName(RegistryFeastType)
+		port := int32(HttpPort)
+		scheme := HttpScheme
+		isTLS = false
+
+		if cr.Status.Applied.Services != nil && cr.Status.Applied.Services.Registry != nil &&
+			cr.Status.Applied.Services.Registry.Local != nil &&
+			cr.Status.Applied.Services.Registry.Local.Server.TLS.IsTLS() {
+			port = int32(HttpsPort)
+			scheme = HttpsScheme
+			isTLS = true
+		}
+		url = fmt.Sprintf("%s://%s.%s%s:%d", scheme, svcName, cr.Namespace, svcDomain, port)
+		return url, isTLS
+	}
+
+	// Fallback to UI server if registry REST is not enabled.
+	if feast.isUiServer() {
+		svcName := GetFeastServiceName(cr, UIFeastType)
+		port := int32(HttpPort)
+		scheme := HttpScheme
+		isTLS = false
+
+		if cr.Status.Applied.Services != nil && cr.Status.Applied.Services.UI != nil &&
+			cr.Status.Applied.Services.UI.TLS.IsTLS() {
+			port = int32(HttpsPort)
+			scheme = HttpsScheme
+			isTLS = true
+		}
+		url = fmt.Sprintf("%s://%s.%s%s:%d", scheme, svcName, cr.Namespace, svcDomain, port)
+		return url, isTLS
+	}
+
+	return "", false
+}
+
+// deployOpenLineageDiscovery creates and manages the OpenLineage discovery ConfigMap
+// in the controller namespace so that external producers can discover the consumer.
+func (feast *FeastServices) deployOpenLineageDiscovery() error {
+	if !feast.hasOpenLineageConsumer() {
+		return nil
+	}
+
+	if feast.isProtectedProject() {
+		return nil
+	}
+
+	targetNamespace, err := feast.getNamespaceRegistryNamespace()
+	if err != nil {
+		logger := log.FromContext(feast.Handler.Context)
+		logger.V(1).Info("Skipping OpenLineage discovery deployment: unable to determine target namespace", "error", err)
+		return nil
+	}
+
+	if err := feast.createOpenLineageDiscoveryConfigMap(targetNamespace); err != nil {
+		return err
+	}
+	if err := feast.createOpenLineageDiscoveryRoleBinding(targetNamespace); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (feast *FeastServices) createOpenLineageDiscoveryConfigMap(targetNamespace string) error {
+	logger := log.FromContext(feast.Handler.Context)
+
+	cm := &corev1.ConfigMap{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      OpenLineageDiscoveryConfigMapName,
+			Namespace: targetNamespace,
+		},
+	}
+	cm.SetGroupVersionKind(corev1.SchemeGroupVersion.WithKind("ConfigMap"))
+
+	if op, err := controllerutil.CreateOrUpdate(feast.Handler.Context, feast.Handler.Client, cm, controllerutil.MutateFn(func() error {
+		return feast.setOpenLineageDiscoveryConfigMap(cm)
+	})); err != nil {
+		return err
+	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+		logger.Info("Successfully reconciled OpenLineage discovery ConfigMap",
+			"ConfigMap", cm.Name, "Namespace", cm.Namespace, "operation", op)
+	}
+	return nil
+}
+
+func (feast *FeastServices) setOpenLineageDiscoveryConfigMap(cm *corev1.ConfigMap) error {
+	existing := &OpenLineageDiscoveryData{
+		Consumers: make(map[string]OpenLineageEndpointInfo),
+	}
+
+	if cm.Data != nil && cm.Data[OpenLineageDiscoveryEndpointsKey] != "" {
+		if err := json.Unmarshal([]byte(cm.Data[OpenLineageDiscoveryEndpointsKey]), existing); err != nil {
+			existing = &OpenLineageDiscoveryData{
+				Consumers: make(map[string]OpenLineageEndpointInfo),
+			}
+		}
+	}
+
+	cr := feast.Handler.FeatureStore
+	key := cr.Namespace + "/" + cr.Name
+
+	consumerURL, isTLS := feast.getOpenLineageConsumerURL()
+	if consumerURL == "" {
+		return nil
+	}
+
+	endpoint := "api/v1/lineage"
+	existing.Consumers[key] = OpenLineageEndpointInfo{
+		URL:      consumerURL,
+		Endpoint: endpoint,
+		TLS:      isTLS,
+	}
+
+	endpointsBytes, err := json.Marshal(existing)
+	if err != nil {
+		return fmt.Errorf("failed to marshal OpenLineage discovery data: %w", err)
+	}
+
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data[OpenLineageDiscoveryEndpointsKey] = string(endpointsBytes)
+	cm.Data[OpenLineageDiscoveryUrlKey] = consumerURL
+
+	// Generate a ready-to-mount openlineage.yml for single-consumer convenience.
+	yamlContent := fmt.Sprintf("transport:\n  type: http\n  url: %s\n  endpoint: %s\n", consumerURL, endpoint)
+	cm.Data[OpenLineageDiscoveryYamlKey] = yamlContent
+
+	cm.Labels = feast.getLabels()
+	return nil
+}
+
+func (feast *FeastServices) createOpenLineageDiscoveryRoleBinding(targetNamespace string) error {
+	logger := log.FromContext(feast.Handler.Context)
+
+	roleBinding := &rbacv1.RoleBinding{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      OpenLineageDiscoveryConfigMapName + "-reader",
+			Namespace: targetNamespace,
+		},
+	}
+	roleBinding.SetGroupVersionKind(rbacv1.SchemeGroupVersion.WithKind("RoleBinding"))
+
+	if op, err := controllerutil.CreateOrUpdate(feast.Handler.Context, feast.Handler.Client, roleBinding, controllerutil.MutateFn(func() error {
+		return feast.setOpenLineageDiscoveryRoleBinding(roleBinding)
+	})); err != nil {
+		return err
+	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+		logger.Info("Successfully reconciled OpenLineage discovery RoleBinding",
+			"RoleBinding", roleBinding.Name, "Namespace", roleBinding.Namespace, "operation", op)
+	}
+	return nil
+}
+
+func (feast *FeastServices) setOpenLineageDiscoveryRoleBinding(rb *rbacv1.RoleBinding) error {
+	roleName := OpenLineageDiscoveryConfigMapName + "-reader"
+
+	desiredRules := []rbacv1.PolicyRule{
+		{
+			APIGroups:     []string{""},
+			Resources:     []string{"configmaps"},
+			ResourceNames: []string{OpenLineageDiscoveryConfigMapName},
+			Verbs:         []string{"get", "list"},
+		},
+	}
+
+	role := &rbacv1.Role{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      roleName,
+			Namespace: rb.Namespace,
+		},
+	}
+	role.SetGroupVersionKind(rbacv1.SchemeGroupVersion.WithKind("Role"))
+
+	if _, err := controllerutil.CreateOrUpdate(feast.Handler.Context, feast.Handler.Client, role, func() error {
+		role.Labels = feast.getLabels()
+		role.Rules = desiredRules
+		return nil
+	}); err != nil {
+		return fmt.Errorf("failed to reconcile OpenLineage discovery Role: %w", err)
+	}
+
+	rb.Labels = feast.getLabels()
+	rb.RoleRef = rbacv1.RoleRef{
+		APIGroup: "rbac.authorization.k8s.io",
+		Kind:     "Role",
+		Name:     roleName,
+	}
+	rb.Subjects = []rbacv1.Subject{
+		{
+			APIGroup: "rbac.authorization.k8s.io",
+			Kind:     "Group",
+			Name:     "system:authenticated",
+		},
+	}
+	return nil
+}
+
+// AddToOpenLineageDiscovery registers this Feast instance's consumer endpoint
+// in the central OpenLineage discovery ConfigMap.
+func (feast *FeastServices) AddToOpenLineageDiscovery() error {
+	if !feast.hasOpenLineageConsumer() {
+		return nil
+	}
+	if feast.isProtectedProject() {
+		return nil
+	}
+
+	logger := log.FromContext(feast.Handler.Context)
+	targetNamespace, err := feast.getNamespaceRegistryNamespace()
+	if err != nil {
+		logger.V(1).Info("Skipping OpenLineage discovery addition: unable to determine target namespace", "error", err)
+		return nil
+	}
+
+	cm := &corev1.ConfigMap{}
+	err = feast.Handler.Client.Get(feast.Handler.Context, types.NamespacedName{
+		Name:      OpenLineageDiscoveryConfigMapName,
+		Namespace: targetNamespace,
+	}, cm)
+	if err != nil {
+		if apierrors.IsNotFound(err) {
+			logger.V(1).Info("OpenLineage discovery ConfigMap not found, creating it")
+			return feast.deployOpenLineageDiscovery()
+		}
+		return fmt.Errorf("failed to get OpenLineage discovery ConfigMap: %w", err)
+	}
+
+	existing := &OpenLineageDiscoveryData{
+		Consumers: make(map[string]OpenLineageEndpointInfo),
+	}
+	if cm.Data != nil && cm.Data[OpenLineageDiscoveryEndpointsKey] != "" {
+		if err := json.Unmarshal([]byte(cm.Data[OpenLineageDiscoveryEndpointsKey]), existing); err != nil {
+			existing = &OpenLineageDiscoveryData{
+				Consumers: make(map[string]OpenLineageEndpointInfo),
+			}
+		}
+	}
+
+	cr := feast.Handler.FeatureStore
+	key := cr.Namespace + "/" + cr.Name
+
+	consumerURL, isTLS := feast.getOpenLineageConsumerURL()
+	if consumerURL == "" {
+		return nil
+	}
+
+	endpoint := "api/v1/lineage"
+	existing.Consumers[key] = OpenLineageEndpointInfo{
+		URL:      consumerURL,
+		Endpoint: endpoint,
+		TLS:      isTLS,
+	}
+
+	endpointsBytes, err := json.Marshal(existing)
+	if err != nil {
+		return fmt.Errorf("failed to marshal OpenLineage discovery data: %w", err)
+	}
+
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data[OpenLineageDiscoveryEndpointsKey] = string(endpointsBytes)
+	cm.Data[OpenLineageDiscoveryUrlKey] = consumerURL
+
+	yamlContent := fmt.Sprintf("transport:\n  type: http\n  url: %s\n  endpoint: %s\n", consumerURL, endpoint)
+	cm.Data[OpenLineageDiscoveryYamlKey] = yamlContent
+
+	if err := feast.Handler.Client.Update(feast.Handler.Context, cm); err != nil {
+		return fmt.Errorf("failed to update OpenLineage discovery ConfigMap: %w", err)
+	}
+
+	logger.Info("Successfully added to OpenLineage discovery",
+		"key", key, "url", consumerURL, "targetNamespace", targetNamespace)
+	return nil
+}
+
+// RemoveFromOpenLineageDiscovery removes this Feast instance from the central
+// OpenLineage discovery ConfigMap.
+func (feast *FeastServices) RemoveFromOpenLineageDiscovery() error {
+	logger := log.FromContext(feast.Handler.Context)
+
+	targetNamespace, err := feast.getNamespaceRegistryNamespace()
+	if err != nil {
+		logger.V(1).Info("Skipping OpenLineage discovery removal: unable to determine target namespace", "error", err)
+		return nil
+	}
+
+	cm := &corev1.ConfigMap{}
+	err = feast.Handler.Client.Get(feast.Handler.Context, client.ObjectKey{
+		Name:      OpenLineageDiscoveryConfigMapName,
+		Namespace: targetNamespace,
+	}, cm)
+	if err != nil {
+		if apierrors.IsNotFound(err) {
+			return nil
+		}
+		return fmt.Errorf("failed to get OpenLineage discovery ConfigMap: %w", err)
+	}
+
+	existing := &OpenLineageDiscoveryData{
+		Consumers: make(map[string]OpenLineageEndpointInfo),
+	}
+	if cm.Data != nil && cm.Data[OpenLineageDiscoveryEndpointsKey] != "" {
+		if err := json.Unmarshal([]byte(cm.Data[OpenLineageDiscoveryEndpointsKey]), existing); err != nil {
+			return nil
+		}
+	}
+
+	cr := feast.Handler.FeatureStore
+	key := cr.Namespace + "/" + cr.Name
+	if _, found := existing.Consumers[key]; !found {
+		logger.V(1).Info("FeatureStore not found in OpenLineage discovery, nothing to remove", "key", key)
+		return nil
+	}
+
+	delete(existing.Consumers, key)
+
+	endpointsBytes, err := json.Marshal(existing)
+	if err != nil {
+		return fmt.Errorf("failed to marshal updated OpenLineage discovery data: %w", err)
+	}
+
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data[OpenLineageDiscoveryEndpointsKey] = string(endpointsBytes)
+
+	// Update url and yml keys: if consumers remain pick the first; otherwise clear them.
+	if len(existing.Consumers) > 0 {
+		for _, info := range existing.Consumers {
+			cm.Data[OpenLineageDiscoveryUrlKey] = info.URL
+			cm.Data[OpenLineageDiscoveryYamlKey] = fmt.Sprintf(
+				"transport:\n  type: http\n  url: %s\n  endpoint: %s\n", info.URL, info.Endpoint)
+			break
+		}
+	} else {
+		delete(cm.Data, OpenLineageDiscoveryUrlKey)
+		delete(cm.Data, OpenLineageDiscoveryYamlKey)
+	}
+
+	if err := feast.Handler.Client.Update(feast.Handler.Context, cm); err != nil {
+		return fmt.Errorf("failed to update OpenLineage discovery ConfigMap: %w", err)
+	}
+
+	logger.Info("Successfully removed from OpenLineage discovery",
+		"key", key, "targetNamespace", targetNamespace)
+	return nil
+}
diff --git a/infra/feast-operator/internal/controller/services/repo_config.go b/infra/feast-operator/internal/controller/services/repo_config.go
index 5df6bba3fbc..ff1d89b066b 100644
--- a/infra/feast-operator/internal/controller/services/repo_config.go
+++ b/infra/feast-operator/internal/controller/services/repo_config.go
@@ -51,6 +51,66 @@ func (feast *FeastServices) getServiceRepoConfig() (RepoConfig, error) {
 	return getServiceRepoConfig(feast.Handler.FeatureStore, feast.extractConfigFromSecret, feast.extractConfigFromConfigMap, odhCaBundleExists)
 }
 
+func (feast *FeastServices) getLineageFeatureStoreYamlBase64() (string, error) {
+	repoConfig, err := feast.getLineageRepoConfig()
+	if err != nil {
+		return "", err
+	}
+	yamlBytes, err := yaml.Marshal(repoConfig)
+	if err != nil {
+		return "", err
+	}
+	return base64.StdEncoding.EncodeToString(yamlBytes), nil
+}
+
+func (feast *FeastServices) getLineageRepoConfig() (RepoConfig, error) {
+	cr := feast.Handler.FeatureStore
+	applied := cr.Status.Applied
+
+	repoConfig := RepoConfig{
+		Project:  applied.FeastProject,
+		Provider: LocalProviderType,
+	}
+
+	// Lineage server needs the OL consumer block
+	if applied.OpenLineage != nil {
+		if err := setRepoConfigOpenLineage(applied.OpenLineage, feast.extractConfigFromSecret, &repoConfig); err != nil {
+			return repoConfig, err
+		}
+		// Force standalone_server=true in the consumer config
+		if repoConfig.OpenLineage != nil && repoConfig.OpenLineage.Consumer != nil {
+			standalone := true
+			repoConfig.OpenLineage.Consumer.StandaloneServer = &standalone
+		}
+	}
+
+	// Set registry to remote so the lineage server can reach the registry
+	// for RBAC permission checks (authz) or general registry access.
+	if applied.Services != nil && applied.Services.Registry != nil {
+		if applied.Services.Registry.Remote != nil {
+			// Remote registry (hostname or feastRef): use the already-resolved hostname
+			registryHostname := cr.Status.ServiceHostnames.Registry
+			if len(registryHostname) > 0 {
+				repoConfig.Registry = RegistryConfig{
+					RegistryType: RegistryRemoteConfigType,
+					Path:         registryHostname,
+				}
+			}
+		} else if applied.AuthzConfig != nil && applied.Services.Registry.Local != nil {
+			// Local registry with authz: point to the local registry gRPC service
+			registrySvcName := GetFeastServiceName(cr, RegistryFeastType)
+			registryUrl := fmt.Sprintf("%s.%s.svc.cluster.local", registrySvcName, cr.Namespace)
+			grpcPort := FeastServiceConstants[RegistryFeastType].TargetHttpPort
+			repoConfig.Registry = RegistryConfig{
+				RegistryType: RegistryRemoteConfigType,
+				Path:         fmt.Sprintf("%s:%d", registryUrl, grpcPort),
+			}
+		}
+	}
+
+	return repoConfig, nil
+}
+
 func getServiceRepoConfig(
 	featureStore *feastdevv1.FeatureStore,
 	secretExtractionFunc func(storeType string, secretRef string, secretKeyName string) (map[string]interface{}, error),
@@ -104,6 +164,11 @@ func getServiceRepoConfig(
 		if err := setRepoConfigOpenLineage(appliedSpec.OpenLineage, secretExtractionFunc, &repoConfig); err != nil {
 			return repoConfig, err
 		}
+		setOpenLineageAutoTransport(featureStore, &repoConfig)
+	}
+
+	if appliedSpec.Mlflow != nil && appliedSpec.Mlflow.Enabled {
+		setRepoConfigMlflow(appliedSpec.Mlflow, &repoConfig)
 	}
 
 	if appliedSpec.DataQualityMonitoring != nil {
@@ -138,6 +203,17 @@ func getBaseServiceRepoConfig(
 			}
 			for _, prop := range OidcOptionalSecretProperties {
 				if val, exists := secretProperties[string(prop)]; exists {
+					// Secret values are YAML-parsed on extraction, so an
+					// all-digits audience or issuer arrives as an int and
+					// would render unquoted, which the SDK's OidcAuthConfig
+					// rejects (Optional[str]). Coerce the claim keys back to
+					// strings; the five original keys keep their historical
+					// typing.
+					if prop == OidcAudience || prop == OidcIssuer {
+						if _, isString := val.(string); !isString {
+							val = fmt.Sprintf("%v", val)
+						}
+					}
 					oidcParameters[string(prop)] = val
 				}
 			}
@@ -152,6 +228,12 @@ func getBaseServiceRepoConfig(
 		if oidcAuthz.VerifySSL != nil {
 			oidcParameters[string(OidcVerifySsl)] = *oidcAuthz.VerifySSL
 		}
+		if oidcAuthz.JwksCacheLifespanSeconds != nil {
+			oidcParameters[string(OidcJwksCacheLifespanSeconds)] = *oidcAuthz.JwksCacheLifespanSeconds
+		}
+		if oidcAuthz.JwksRequestTimeoutSeconds != nil {
+			oidcParameters[string(OidcJwksRequestTimeoutSeconds)] = *oidcAuthz.JwksRequestTimeoutSeconds
+		}
 		if caCertPath := resolveOidcCACertPath(oidcAuthz, odhCaBundleExists); caCertPath != "" {
 			oidcParameters[string(OidcCaCertPath)] = caCertPath
 		}
@@ -475,9 +557,11 @@ func setRepoConfigOpenLineage(
 
 	if ol.Consumer != nil {
 		consumerCfg := &OpenLineageConsumerYamlConfig{
-			Enabled:          ol.Consumer.Enabled,
-			StoreType:        ol.Consumer.StoreType,
-			NamespaceMapping: ol.Consumer.NamespaceMapping,
+			Enabled:                     ol.Consumer.Enabled,
+			StoreType:                   ol.Consumer.StoreType,
+			NamespaceMapping:            ol.Consumer.NamespaceMapping,
+			RetentionDays:               ol.Consumer.RetentionDays,
+			RetentionCheckIntervalHours: ol.Consumer.RetentionCheckIntervalHours,
 		}
 
 		if ol.Consumer.ConnectionStringSecretRef != nil {
@@ -518,6 +602,13 @@ func setRepoConfigOpenLineage(
 			consumerCfg.ApiKey = &apiKeyStr
 		}
 
+		// When lineage server is separate, mark embedded consumer as standalone
+		// so it skips mounting the consumer router in the main app.
+		if ol.Consumer.LineageServer != nil {
+			standalone := true
+			consumerCfg.StandaloneServer = &standalone
+		}
+
 		yamlCfg.Consumer = consumerCfg
 	}
 
@@ -525,6 +616,35 @@ func setRepoConfigOpenLineage(
 	return nil
 }
 
+// setOpenLineageAutoTransport auto-configures the producer transport_url
+// when a separate lineage server is enabled. Called after setRepoConfigOpenLineage
+// for the main deployment's YAML only.
+func setOpenLineageAutoTransport(
+	featureStore *feastdevv1.FeatureStore,
+	repoConfig *RepoConfig,
+) {
+	applied := featureStore.Status.Applied
+	if applied.OpenLineage == nil || applied.OpenLineage.Consumer == nil {
+		return
+	}
+	if applied.OpenLineage.Consumer.LineageServer == nil {
+		return
+	}
+	if repoConfig.OpenLineage == nil {
+		return
+	}
+
+	lineageSvcName := GetFeastServiceName(featureStore, LineageFeastType)
+	transportUrl := fmt.Sprintf("http://%s.%s.svc.cluster.local:%d",
+		lineageSvcName, featureStore.Namespace, HttpPort)
+	endpoint := "api/v1/lineage"
+	httpType := "http"
+
+	repoConfig.OpenLineage.TransportType = &httpType
+	repoConfig.OpenLineage.TransportUrl = &transportUrl
+	repoConfig.OpenLineage.TransportEndpoint = &endpoint
+}
+
 // coerceStringToYamlType converts "true"/"false" strings to native Go booleans
 // so the YAML marshaler emits an unquoted boolean rather than a quoted string.
 // This is required because CRD map[string]string fields can only hold strings,
@@ -545,6 +665,28 @@ func coerceStringToYamlType(v string) interface{} {
 	return v
 }
 
+// setRepoConfigMlflow maps the CRD MlflowConfig into the mlflow YAML block.
+func setRepoConfigMlflow(mlflow *feastdevv1.MlflowConfig, repoConfig *RepoConfig) {
+	yamlCfg := &MlflowYamlConfig{
+		Enabled:             mlflow.Enabled,
+		TrackingUri:         mlflow.TrackingUri,
+		UiUrl:               mlflow.UiUrl,
+		AutoLog:             mlflow.AutoLog,
+		AutoLogEntityDf:     mlflow.AutoLogEntityDf,
+		EntityDfMaxRows:     mlflow.EntityDfMaxRows,
+		LogOperations:       mlflow.LogOperations,
+		OpsExperimentSuffix: mlflow.OpsExperimentSuffix,
+	}
+	if len(mlflow.ExtraConfig) > 0 {
+		ec := make(map[string]interface{}, len(mlflow.ExtraConfig))
+		for k, v := range mlflow.ExtraConfig {
+			ec[k] = coerceStringToYamlType(v)
+		}
+		yamlCfg.ExtraConfig = ec
+	}
+	repoConfig.Mlflow = yamlCfg
+}
+
 func setRepoConfigDataQualityMonitoring(dqmConfig *feastdevv1.DataQualityMonitoringConfig, repoConfig *RepoConfig) {
 	if dqmConfig.AutoBaseline == nil {
 		return
@@ -602,6 +744,10 @@ func getClientRepoConfig(
 		}
 	}
 
+	if status.Applied.Mlflow != nil && status.Applied.Mlflow.Enabled {
+		setRepoConfigMlflow(status.Applied.Mlflow, &clientRepoConfig)
+	}
+
 	return clientRepoConfig
 }
 
@@ -609,7 +755,11 @@ func getRepoConfig(featureStore *feastdevv1.FeatureStore) RepoConfig {
 	status := featureStore.Status
 	repoConfig := initRepoConfig(status.Applied.FeastProject)
 	if status.Applied.AuthzConfig != nil {
-		if status.Applied.AuthzConfig.KubernetesAuthz != nil {
+		if status.Applied.AuthzConfig.NoAuth != nil && *status.Applied.AuthzConfig.NoAuth {
+			repoConfig.AuthzConfig = AuthzConfig{
+				Type: NoAuthAuthType,
+			}
+		} else if status.Applied.AuthzConfig.KubernetesAuthz != nil {
 			repoConfig.AuthzConfig = AuthzConfig{
 				Type: KubernetesAuthType,
 			}
@@ -755,7 +905,7 @@ var defaultOfflineStoreConfig = OfflineStoreConfig{
 }
 
 var defaultAuthzConfig = AuthzConfig{
-	Type: NoAuthAuthType,
+	Type: KubernetesAuthType,
 }
 
 // getCertificatePath returns the appropriate certificate path based on whether a custom CA bundle is available
diff --git a/infra/feast-operator/internal/controller/services/repo_config_test.go b/infra/feast-operator/internal/controller/services/repo_config_test.go
index 89941c6beb5..3d26929a46b 100644
--- a/infra/feast-operator/internal/controller/services/repo_config_test.go
+++ b/infra/feast-operator/internal/controller/services/repo_config_test.go
@@ -17,6 +17,7 @@ limitations under the License.
 package services
 
 import (
+	"context"
 	"fmt"
 
 	. "github.com/onsi/ginkgo/v2"
@@ -24,8 +25,12 @@ import (
 	"gopkg.in/yaml.v3"
 	corev1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
+	"k8s.io/utils/ptr"
+	"sigs.k8s.io/controller-runtime/pkg/client/fake"
 
 	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
+	handler "github.com/feast-dev/feast/infra/feast-operator/internal/controller/handler"
 )
 
 var projectName = "test-project"
@@ -50,7 +55,7 @@ var _ = Describe("Repo Config", func() {
 
 			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(KubernetesAuthType))
 			Expect(repoConfig.OfflineStore).To(Equal(emptyOfflineStoreConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(expectedOnlineConfig))
 			Expect(repoConfig.Registry).To(Equal(expectedRegistryConfig))
@@ -78,7 +83,7 @@ var _ = Describe("Repo Config", func() {
 
 			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(KubernetesAuthType))
 			Expect(repoConfig.OfflineStore).To(Equal(emptyOfflineStoreConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(expectedOnlineConfig))
 			Expect(repoConfig.Registry).To(Equal(expectedRegistryConfig))
@@ -101,7 +106,7 @@ var _ = Describe("Repo Config", func() {
 			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(repoConfig.OfflineStore).To(Equal(defaultOfflineStoreConfig))
-			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(KubernetesAuthType))
 			Expect(repoConfig.Registry).To(Equal(expectedRegistryConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(expectedOnlineConfig))
 
@@ -119,7 +124,7 @@ var _ = Describe("Repo Config", func() {
 			ApplyDefaultsToStatus(featureStore)
 			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(KubernetesAuthType))
 			Expect(repoConfig.OfflineStore).To(Equal(emptyOfflineStoreConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(expectedOnlineConfig))
 			Expect(repoConfig.Registry).To(Equal(emptyRegistryConfig))
@@ -167,7 +172,7 @@ var _ = Describe("Repo Config", func() {
 
 			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
-			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(KubernetesAuthType))
 			Expect(repoConfig.OfflineStore).To(Equal(expectedOfflineConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(expectedOnlineConfig))
 			Expect(repoConfig.Registry).To(Equal(expectedRegistryConfig))
@@ -197,7 +202,25 @@ var _ = Describe("Repo Config", func() {
 			Expect(repoConfig.OnlineStore).To(Equal(defaultOnlineStoreConfig(featureStore)))
 			Expect(repoConfig.Registry).To(Equal(defaultRegistryConfig(featureStore)))
 
+			By("Having noAuth explicitly set")
+			featureStore = minimalFeatureStore()
+			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
+				NoAuth: boolPtr(true),
+			}
+			ApplyDefaultsToStatus(featureStore)
+			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.AuthzConfig.Type).To(Equal(NoAuthAuthType))
+
 			By("Having oidc authorization with Secret")
+			featureStore = minimalFeatureStore()
+			featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+				OfflineStore: &feastdevv1.OfflineStore{},
+				OnlineStore:  &feastdevv1.OnlineStore{},
+				Registry: &feastdevv1.Registry{
+					Local: &feastdevv1.LocalRegistryConfig{},
+				},
+			}
 			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
 				OidcAuthz: &feastdevv1.OidcAuthz{
 					SecretRef: &corev1.LocalObjectReference{
@@ -212,16 +235,20 @@ var _ = Describe("Repo Config", func() {
 				string(OidcClientId):         clientIDValue,
 				string(OidcClientSecret):     "client-secret",
 				string(OidcUsername):         "username",
-				string(OidcPassword):         "password"})
+				string(OidcPassword):         "password",
+				string(OidcAudience):         "api://feast-feature-server",
+				string(OidcIssuer):           "https://login.example.com/realms/master"})
 			repoConfig, err = getServiceRepoConfig(featureStore, secretExtractionFunc, emptyMockExtractConfigFromConfigMap, false)
 			Expect(err).NotTo(HaveOccurred())
 			Expect(repoConfig.AuthzConfig.Type).To(Equal(OidcAuthType))
-			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveLen(5))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveLen(7))
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKey(string(OidcClientId)))
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKey(string(OidcAuthDiscoveryUrl)))
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKey(string(OidcClientSecret)))
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKey(string(OidcUsername)))
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKey(string(OidcPassword)))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcAudience), "api://feast-feature-server"))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcIssuer), "https://login.example.com/realms/master"))
 			Expect(repoConfig.OfflineStore).To(Equal(expectedOfflineConfig))
 			Expect(repoConfig.OnlineStore).To(Equal(defaultOnlineStoreConfig(featureStore)))
 			Expect(repoConfig.Registry).To(Equal(defaultRegistryConfig(featureStore)))
@@ -229,6 +256,19 @@ var _ = Describe("Repo Config", func() {
 			repoConfig = getClientRepoConfig(featureStore, nil)
 			Expect(repoConfig.AuthzConfig.Type).To(Equal(OidcAuthType))
 
+			By("Coercing numeric audience and issuer Secret values to strings")
+			secretExtractionFunc = mockOidcConfigFromSecret(map[string]interface{}{
+				string(OidcAuthDiscoveryUrl): "discovery-url",
+				string(OidcClientId):         clientIDValue,
+				// Secret extraction YAML-parses values, so an all-digits
+				// audience/issuer reaches this code as an int.
+				string(OidcAudience): 1234567890,
+				string(OidcIssuer):   9876543210})
+			repoConfig, err = getServiceRepoConfig(featureStore, secretExtractionFunc, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcAudience), "1234567890"))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcIssuer), "9876543210"))
+
 			By("Having oidc authorization with issuerUrl only (no Secret)")
 			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
 				OidcAuthz: &feastdevv1.OidcAuthz{
@@ -242,6 +282,32 @@ var _ = Describe("Repo Config", func() {
 			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveLen(1))
 			Expect(repoConfig.AuthzConfig.OidcParameters[string(OidcAuthDiscoveryUrl)]).To(Equal("https://keycloak.example.com/realms/test/.well-known/openid-configuration"))
 
+			By("Omitting the JWKS tunables when unset, so the SDK defaults apply")
+			Expect(repoConfig.AuthzConfig.OidcParameters).NotTo(HaveKey(string(OidcJwksCacheLifespanSeconds)))
+			Expect(repoConfig.AuthzConfig.OidcParameters).NotTo(HaveKey(string(OidcJwksRequestTimeoutSeconds)))
+
+			By("Forwarding the JWKS tunables when set on the CR")
+			jwksLifespan := int32(60)
+			jwksTimeout := int32(5)
+			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
+				OidcAuthz: &feastdevv1.OidcAuthz{
+					IssuerUrl:                 "https://keycloak.example.com/realms/test",
+					JwksCacheLifespanSeconds:  &jwksLifespan,
+					JwksRequestTimeoutSeconds: &jwksTimeout,
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+			repoConfig, err = getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveLen(3))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcJwksCacheLifespanSeconds), int32(60)))
+			Expect(repoConfig.AuthzConfig.OidcParameters).To(HaveKeyWithValue(string(OidcJwksRequestTimeoutSeconds), int32(5)))
+
+			By("Keeping the JWKS tunables out of the client config, which does not accept them")
+			clientRepoConfig := getClientRepoConfig(featureStore, nil)
+			Expect(clientRepoConfig.AuthzConfig.OidcParameters).NotTo(HaveKey(string(OidcJwksCacheLifespanSeconds)))
+			Expect(clientRepoConfig.AuthzConfig.OidcParameters).NotTo(HaveKey(string(OidcJwksRequestTimeoutSeconds)))
+
 			By("Having oidc with issuerUrl on CR and auth_discovery_url in Secret — CR wins")
 			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
 				OidcAuthz: &feastdevv1.OidcAuthz{
@@ -663,6 +729,228 @@ var _ = Describe("Repo Config", func() {
 			Expect(err.Error()).To(ContainSubstring(lineageSecretName))
 		})
 
+		It("should set consumer retention fields", func() {
+			featureStore := minimalFeatureStore()
+			retDays := int32(7)
+			retHours := int32(2)
+
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled:                     true,
+					RetentionDays:               &retDays,
+					RetentionCheckIntervalHours: &retHours,
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.OpenLineage).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer.RetentionDays).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.Consumer.RetentionDays).To(Equal(int32(7)))
+			Expect(repoConfig.OpenLineage.Consumer.RetentionCheckIntervalHours).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.Consumer.RetentionCheckIntervalHours).To(Equal(int32(2)))
+		})
+
+		It("should omit retention fields when not set", func() {
+			featureStore := minimalFeatureStore()
+
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.OpenLineage.Consumer).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer.RetentionDays).To(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer.RetentionCheckIntervalHours).To(BeNil())
+		})
+
+		It("should set standalone_server and auto-transport when lineageServer is configured", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+					LineageServer: &feastdevv1.LineageServerConfig{
+						Replicas: ptr.To[int32](2),
+					},
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.OpenLineage).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer.StandaloneServer).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.Consumer.StandaloneServer).To(BeTrue())
+
+			Expect(repoConfig.OpenLineage.TransportType).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.TransportType).To(Equal("http"))
+			Expect(repoConfig.OpenLineage.TransportUrl).NotTo(BeNil())
+			lineageSvcName := GetFeastServiceName(featureStore, LineageFeastType)
+			expectedUrl := fmt.Sprintf("http://%s.%s.svc.cluster.local:%d",
+				lineageSvcName, featureStore.Namespace, HttpPort)
+			Expect(*repoConfig.OpenLineage.TransportUrl).To(Equal(expectedUrl))
+			Expect(repoConfig.OpenLineage.TransportEndpoint).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.TransportEndpoint).To(Equal("api/v1/lineage"))
+		})
+
+		It("should not set standalone_server when lineageServer is nil", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.OpenLineage).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer.StandaloneServer).To(BeNil())
+		})
+
+		It("should generate lineage repo config with remote registry hostname", func() {
+			featureStore := minimalFeatureStore()
+			remoteHost := "feast-banking-registry.feast.svc.cluster.local:443"
+			featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+				Registry: &feastdevv1.Registry{
+					Remote: &feastdevv1.RemoteRegistryConfig{
+						Hostname: &remoteHost,
+					},
+				},
+			}
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+					LineageServer: &feastdevv1.LineageServerConfig{
+						Replicas: ptr.To[int32](1),
+					},
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+			featureStore.Status.ServiceHostnames.Registry = remoteHost
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			repoConfig, err := feast.getLineageRepoConfig()
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Registry.RegistryType).To(Equal(RegistryRemoteConfigType))
+			Expect(repoConfig.Registry.Path).To(Equal(remoteHost))
+			Expect(repoConfig.OpenLineage).NotTo(BeNil())
+			Expect(repoConfig.OpenLineage.Consumer).NotTo(BeNil())
+			Expect(*repoConfig.OpenLineage.Consumer.StandaloneServer).To(BeTrue())
+		})
+
+		It("should generate lineage repo config with feastRef remote registry", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+				Registry: &feastdevv1.Registry{
+					Remote: &feastdevv1.RemoteRegistryConfig{
+						FeastRef: &feastdevv1.FeatureStoreRef{
+							Name:      "banking",
+							Namespace: "feast",
+						},
+					},
+				},
+			}
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+					LineageServer: &feastdevv1.LineageServerConfig{
+						Replicas: ptr.To[int32](1),
+					},
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+			resolvedHost := "feast-banking-registry.feast.svc.cluster.local:443"
+			featureStore.Status.ServiceHostnames.Registry = resolvedHost
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			repoConfig, err := feast.getLineageRepoConfig()
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Registry.RegistryType).To(Equal(RegistryRemoteConfigType))
+			Expect(repoConfig.Registry.Path).To(Equal(resolvedHost))
+		})
+
+		It("should validate lineageServer accepts remote registry with authz", func() {
+			featureStore := minimalFeatureStore()
+			remoteHost := "feast-banking-registry.feast.svc.cluster.local:443"
+			featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{
+				Registry: &feastdevv1.Registry{
+					Remote: &feastdevv1.RemoteRegistryConfig{
+						Hostname: &remoteHost,
+					},
+				},
+			}
+			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
+				KubernetesAuthz: &feastdevv1.KubernetesAuthz{},
+			}
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+					ConnectionStringSecretRef: &corev1.LocalObjectReference{
+						Name: "ol-db-secret",
+					},
+					LineageServer: &feastdevv1.LineageServerConfig{
+						Replicas: ptr.To[int32](1),
+					},
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			err := feast.validateLineageServerConfig()
+			Expect(err).NotTo(HaveOccurred())
+		})
+
+		It("should reject lineageServer without any registry when authz is set", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.AuthzConfig = &feastdevv1.AuthzConfig{
+				KubernetesAuthz: &feastdevv1.KubernetesAuthz{},
+			}
+			featureStore.Spec.OpenLineage = &feastdevv1.OpenLineageConfig{
+				Enabled: true,
+				Consumer: &feastdevv1.OpenLineageConsumerConfig{
+					Enabled: true,
+					ConnectionStringSecretRef: &corev1.LocalObjectReference{
+						Name: "ol-db-secret",
+					},
+					LineageServer: &feastdevv1.LineageServerConfig{
+						Replicas: ptr.To[int32](1),
+					},
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+			// Manually clear registry to simulate no registry available
+			featureStore.Status.Applied.Services.Registry = nil
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			err := feast.validateLineageServerConfig()
+			Expect(err).To(HaveOccurred())
+			Expect(err.Error()).To(ContainSubstring("requires a registry"))
+		})
+
 		It("should not set feature_server block when serving is nil", func() {
 			featureStore := minimalFeatureStore()
 			ApplyDefaultsToStatus(featureStore)
@@ -1039,3 +1327,375 @@ var _ = Describe("TLS Certificate Path Configuration", func() {
 		})
 	})
 })
+
+var _ = Describe("MLflow Configuration", func() {
+	Context("in getServiceRepoConfig", func() {
+		It("should set mlflow block with enabled + tracking URI", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://mlflow.redhat-ods-applications.svc:8443"
+			uiUrl := "https://mlflow.apps.example.com"
+			autoLog := true
+			autoLogEntityDf := false
+			logOps := true
+
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:         true,
+				TrackingUri:     &trackingUri,
+				UiUrl:           &uiUrl,
+				AutoLog:         &autoLog,
+				AutoLogEntityDf: &autoLogEntityDf,
+				LogOperations:   &logOps,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Mlflow).NotTo(BeNil())
+			Expect(repoConfig.Mlflow.Enabled).To(BeTrue())
+			Expect(repoConfig.Mlflow.TrackingUri).To(Equal(&trackingUri))
+			Expect(repoConfig.Mlflow.UiUrl).To(Equal(&uiUrl))
+			Expect(repoConfig.Mlflow.AutoLog).To(Equal(&autoLog))
+			Expect(repoConfig.Mlflow.AutoLogEntityDf).To(Equal(&autoLogEntityDf))
+			Expect(repoConfig.Mlflow.LogOperations).To(Equal(&logOps))
+		})
+
+		It("should set mlflow block with entityDfMaxRows and opsExperimentSuffix", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://mlflow.svc:8443"
+			maxRows := int32(5000)
+			suffix := "-my-ops"
+
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:             true,
+				TrackingUri:         &trackingUri,
+				EntityDfMaxRows:     &maxRows,
+				OpsExperimentSuffix: &suffix,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Mlflow).NotTo(BeNil())
+			Expect(repoConfig.Mlflow.EntityDfMaxRows).To(Equal(&maxRows))
+			Expect(repoConfig.Mlflow.OpsExperimentSuffix).To(Equal(&suffix))
+		})
+
+		It("should set mlflow block with ExtraConfig coercing booleans", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://mlflow.svc:8443"
+
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:     true,
+				TrackingUri: &trackingUri,
+				ExtraConfig: map[string]string{
+					"auto_log":           stringTrue,
+					"auto_log_entity_df": "false",
+				},
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Mlflow).NotTo(BeNil())
+			Expect(repoConfig.Mlflow.ExtraConfig).To(HaveKeyWithValue("auto_log", true))
+			Expect(repoConfig.Mlflow.ExtraConfig).To(HaveKeyWithValue("auto_log_entity_df", false))
+		})
+
+		It("should not set mlflow block when spec.mlflow is nil", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = nil
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Mlflow).To(BeNil())
+		})
+
+		It("should not set mlflow block when spec.mlflow.enabled is false", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled: false,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false)
+			Expect(err).NotTo(HaveOccurred())
+			Expect(repoConfig.Mlflow).To(BeNil())
+		})
+	})
+
+	Context("in getClientRepoConfig", func() {
+		It("should include mlflow block in client config when enabled", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://mlflow.svc:8443"
+
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:     true,
+				TrackingUri: &trackingUri,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig := getClientRepoConfig(featureStore, nil)
+			Expect(repoConfig.Mlflow).NotTo(BeNil())
+			Expect(repoConfig.Mlflow.Enabled).To(BeTrue())
+			Expect(repoConfig.Mlflow.TrackingUri).To(Equal(&trackingUri))
+		})
+
+		It("should not include mlflow block in client config when disabled", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled: false,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			repoConfig := getClientRepoConfig(featureStore, nil)
+			Expect(repoConfig.Mlflow).To(BeNil())
+		})
+	})
+
+	Context("applyMlflowDefaults", func() {
+		It("should clear applied mlflow when spec.mlflow.enabled is false", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{Enabled: false}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			feast.applyMlflowDefaults()
+			Expect(featureStore.Status.Applied.Mlflow).To(BeNil())
+		})
+
+		It("should keep spec values when spec.mlflow is explicitly set with trackingUri", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://my-mlflow.svc:8443"
+			uiUrl := "https://mlflow.apps.example.com"
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:     true,
+				TrackingUri: &trackingUri,
+				UiUrl:       &uiUrl,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			feast.applyMlflowDefaults()
+			Expect(featureStore.Status.Applied.Mlflow).NotTo(BeNil())
+			Expect(featureStore.Status.Applied.Mlflow.Enabled).To(BeTrue())
+			Expect(featureStore.Status.Applied.Mlflow.TrackingUri).To(Equal(&trackingUri))
+			Expect(featureStore.Status.Applied.Mlflow.UiUrl).To(Equal(&uiUrl))
+		})
+	})
+
+	Context("DiscoverMlflow", func() {
+		It("should return tracking and UI URLs from a Ready MLflow CR", func() {
+			mlflow := &unstructured.Unstructured{}
+			mlflow.SetGroupVersionKind(mlflowGVK)
+			mlflow.SetName("mlflow")
+			mlflow.Object["status"] = map[string]interface{}{
+				"address": map[string]interface{}{
+					"url": "https://mlflow.svc:8443",
+				},
+				"url": "https://mlflow.apps.example.com",
+				"conditions": []interface{}{
+					map[string]interface{}{"type": "Ready", "status": "True"},
+				},
+			}
+			fakeClient := fake.NewClientBuilder().WithObjects(mlflow).Build()
+
+			result, ok := DiscoverMlflow(context.Background(), fakeClient)
+			Expect(ok).To(BeTrue())
+			Expect(result.TrackingUri).To(Equal("https://mlflow.svc:8443"))
+			Expect(result.UiUrl).To(Equal("https://mlflow.apps.example.com"))
+		})
+
+		It("should fall back to external URL as tracking URI when address is missing", func() {
+			mlflow := &unstructured.Unstructured{}
+			mlflow.SetGroupVersionKind(mlflowGVK)
+			mlflow.SetName("mlflow")
+			mlflow.Object["status"] = map[string]interface{}{
+				"url": "https://mlflow.apps.example.com",
+				"conditions": []interface{}{
+					map[string]interface{}{"type": "Available", "status": "True"},
+				},
+			}
+			fakeClient := fake.NewClientBuilder().WithObjects(mlflow).Build()
+
+			result, ok := DiscoverMlflow(context.Background(), fakeClient)
+			Expect(ok).To(BeTrue())
+			Expect(result.TrackingUri).To(Equal("https://mlflow.apps.example.com"))
+			Expect(result.UiUrl).To(Equal("https://mlflow.apps.example.com"))
+		})
+
+		It("should return false when MLflow CR has no Available/Ready condition", func() {
+			mlflow := &unstructured.Unstructured{}
+			mlflow.SetGroupVersionKind(mlflowGVK)
+			mlflow.SetName("mlflow")
+			mlflow.Object["status"] = map[string]interface{}{
+				"url": "https://mlflow.apps.example.com",
+			}
+			fakeClient := fake.NewClientBuilder().WithObjects(mlflow).Build()
+
+			_, ok := DiscoverMlflow(context.Background(), fakeClient)
+			Expect(ok).To(BeFalse())
+		})
+
+		It("should return false when MLflow CR is absent", func() {
+			fakeClient := fake.NewClientBuilder().Build()
+			_, ok := DiscoverMlflow(context.Background(), fakeClient)
+			Expect(ok).To(BeFalse())
+		})
+	})
+
+	Context("isMlflowReady", func() {
+		It("should return false when no conditions are present", func() {
+			status := map[string]interface{}{}
+			Expect(isMlflowReady(status)).To(BeFalse())
+		})
+
+		It("should return true when Available condition is True", func() {
+			status := map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Available",
+						"status": "True",
+					},
+				},
+			}
+			Expect(isMlflowReady(status)).To(BeTrue())
+		})
+
+		It("should return true when Ready condition is True", func() {
+			status := map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Ready",
+						"status": "True",
+					},
+				},
+			}
+			Expect(isMlflowReady(status)).To(BeTrue())
+		})
+
+		It("should return false when Available condition is False", func() {
+			status := map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Available",
+						"status": "False",
+					},
+				},
+			}
+			Expect(isMlflowReady(status)).To(BeFalse())
+		})
+
+		It("should return false when Ready condition is False", func() {
+			status := map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Ready",
+						"status": "False",
+					},
+				},
+			}
+			Expect(isMlflowReady(status)).To(BeFalse())
+		})
+
+		It("should return false when only Progressing condition exists", func() {
+			status := map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Progressing",
+						"status": "True",
+					},
+				},
+			}
+			Expect(isMlflowReady(status)).To(BeFalse())
+		})
+	})
+
+	Context("injectMlflowEnv", func() {
+		It("should inject MLFLOW_TRACKING_AUTH and MLFLOW_TRACKING_URI when enabled", func() {
+			featureStore := minimalFeatureStore()
+			trackingUri := "https://mlflow.svc:8443"
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{
+				Enabled:     true,
+				TrackingUri: &trackingUri,
+			}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			container := &corev1.Container{Name: "test"}
+			feast.injectMlflowEnv(container)
+
+			Expect(container.Env).To(ContainElement(corev1.EnvVar{
+				Name: "MLFLOW_TRACKING_AUTH", Value: "kubernetes-namespaced",
+			}))
+			Expect(container.Env).To(ContainElement(corev1.EnvVar{
+				Name: "MLFLOW_TRACKING_URI", Value: trackingUri,
+			}))
+		})
+
+		It("should inject only MLFLOW_TRACKING_AUTH when trackingUri is nil", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{Enabled: true}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			container := &corev1.Container{Name: "test"}
+			feast.injectMlflowEnv(container)
+
+			Expect(container.Env).To(ContainElement(corev1.EnvVar{
+				Name: "MLFLOW_TRACKING_AUTH", Value: "kubernetes-namespaced",
+			}))
+			for _, env := range container.Env {
+				Expect(env.Name).NotTo(Equal("MLFLOW_TRACKING_URI"))
+			}
+		})
+
+		It("should not inject env vars when mlflow is disabled", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = &feastdevv1.MlflowConfig{Enabled: false}
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			container := &corev1.Container{Name: "test"}
+			feast.injectMlflowEnv(container)
+
+			Expect(container.Env).To(BeEmpty())
+		})
+
+		It("should not inject env vars when mlflow is nil", func() {
+			featureStore := minimalFeatureStore()
+			featureStore.Spec.Mlflow = nil
+			ApplyDefaultsToStatus(featureStore)
+
+			feast := FeastServices{
+				Handler: handler.FeastHandler{FeatureStore: featureStore},
+			}
+			container := &corev1.Container{Name: "test"}
+			feast.injectMlflowEnv(container)
+
+			Expect(container.Env).To(BeEmpty())
+		})
+	})
+
+	Context("HasMlflowCRD", func() {
+		It("should return false by default", func() {
+			Expect(HasMlflowCRD()).To(BeFalse())
+		})
+
+		It("should return true when set", func() {
+			testSetHasMlflowCRD(true)
+			defer testSetHasMlflowCRD(false)
+			Expect(HasMlflowCRD()).To(BeTrue())
+		})
+	})
+})
diff --git a/infra/feast-operator/internal/controller/services/services.go b/infra/feast-operator/internal/controller/services/services.go
index 4d5429bbbde..794754ce671 100644
--- a/infra/feast-operator/internal/controller/services/services.go
+++ b/infra/feast-operator/internal/controller/services/services.go
@@ -18,6 +18,8 @@ package services
 
 import (
 	"errors"
+	"fmt"
+	"path"
 	"strconv"
 	"strings"
 
@@ -41,6 +43,7 @@ import (
 // Apply defaults and set service hostnames in FeatureStore status
 func (feast *FeastServices) ApplyDefaults() error {
 	ApplyDefaultsToStatus(feast.Handler.FeatureStore)
+	feast.applyMlflowDefaults()
 	if err := feast.setTlsDefaults(); err != nil {
 		return err
 	}
@@ -50,6 +53,48 @@ func (feast *FeastServices) ApplyDefaults() error {
 	return nil
 }
 
+// applyMlflowDefaults auto-enables MLflow integration when:
+//   - spec.mlflow is nil (not explicitly configured) — auto-discover from cluster MLflow CR
+//   - spec.mlflow.enabled is true but trackingUri is omitted — auto-discover the URI
+//
+// When spec.mlflow.enabled is explicitly false, the applied config is cleared (opt-out).
+func (feast *FeastServices) applyMlflowDefaults() {
+	cr := feast.Handler.FeatureStore
+	if cr.Spec.Mlflow != nil {
+		if !cr.Spec.Mlflow.Enabled {
+			cr.Status.Applied.Mlflow = nil
+			return
+		}
+		// enabled: true but missing trackingUri or uiUrl → discover them
+		needsDiscovery := cr.Spec.Mlflow.TrackingUri == nil || cr.Spec.Mlflow.UiUrl == nil
+		if needsDiscovery && feast.Handler.Client != nil {
+			if discovered, ok := DiscoverMlflow(feast.Handler.Context, feast.Handler.Client); ok {
+				if cr.Status.Applied.Mlflow != nil && cr.Status.Applied.Mlflow.TrackingUri == nil {
+					cr.Status.Applied.Mlflow.TrackingUri = &discovered.TrackingUri
+				}
+				if cr.Status.Applied.Mlflow != nil && cr.Status.Applied.Mlflow.UiUrl == nil && discovered.UiUrl != "" {
+					cr.Status.Applied.Mlflow.UiUrl = &discovered.UiUrl
+				}
+			}
+		}
+		return
+	}
+	// spec.mlflow is nil → attempt auto-discovery
+	if feast.Handler.Client == nil {
+		return
+	}
+	if discovered, ok := DiscoverMlflow(feast.Handler.Context, feast.Handler.Client); ok {
+		applied := &feastdevv1.MlflowConfig{
+			Enabled:     true,
+			TrackingUri: &discovered.TrackingUri,
+		}
+		if discovered.UiUrl != "" {
+			applied.UiUrl = &discovered.UiUrl
+		}
+		cr.Status.Applied.Mlflow = applied
+	}
+}
+
 // Deploy the feast services
 func (feast *FeastServices) Deploy() error {
 	if feast.noLocalCoreServerConfigured() {
@@ -91,12 +136,24 @@ func (feast *FeastServices) Deploy() error {
 	if err := feast.applyOrDeletePDB(); err != nil {
 		return err
 	}
+	if err := feast.reconcileLineageDeployment(); err != nil {
+		return err
+	}
 	if err := feast.deployClient(); err != nil {
 		return err
 	}
+	// Remove RoleBindings created by older operator versions that incorrectly
+	// bound the FeatureStore SA to an MLflow ClusterRole. Auth is handled via
+	// MLFLOW_TRACKING_AUTH (SA token), not Kubernetes RBAC RoleBindings.
+	if err := feast.cleanupLegacyMlflowRoleBinding(); err != nil {
+		return err
+	}
 	if err := feast.deployNamespaceRegistry(); err != nil {
 		return err
 	}
+	if err := feast.deployOpenLineageDiscovery(); err != nil {
+		return err
+	}
 	if err := feast.deployCronJob(); err != nil {
 		return err
 	}
@@ -167,6 +224,19 @@ func (feast *FeastServices) reconcileServices() error {
 		}
 	}
 
+	if feast.isLineageServer() {
+		if err := feast.validateLineageServerConfig(); err != nil {
+			return feast.setFeastServiceCondition(err, LineageFeastType)
+		}
+		if err := feast.createService(LineageFeastType); err != nil {
+			return feast.setFeastServiceCondition(err, LineageFeastType)
+		}
+	} else {
+		if err := feast.removeFeastServiceByType(LineageFeastType); err != nil {
+			return err
+		}
+	}
+
 	return nil
 }
 
@@ -454,6 +524,10 @@ func (feast *FeastServices) setPod(podSpec *corev1.PodSpec) error {
 }
 
 func (feast *FeastServices) setContainers(podSpec *corev1.PodSpec) error {
+	if err := feast.validatePackagedFeatureRepoPath(); err != nil {
+		return err
+	}
+
 	fsYamlB64, err := feast.GetServiceFeatureStoreYamlBase64()
 	if err != nil {
 		return err
@@ -472,6 +546,20 @@ func (feast *FeastServices) setContainers(podSpec *corev1.PodSpec) error {
 	if feast.isUiServer() {
 		feast.setContainer(&podSpec.Containers, UIFeastType, fsYamlB64)
 	}
+
+	// When the CR is annotated as a protected project, set FEAST_PROTECTED_PROJECT=true
+	// so the registry server tags its own project in the shared registry.
+	// Other FeatureStore instances then exclude this project automatically.
+	if feast.isProtectedProject() {
+		protectedEnv := corev1.EnvVar{
+			Name:  "FEAST_PROTECTED_PROJECT",
+			Value: "true",
+		}
+		for i := range podSpec.Containers {
+			podSpec.Containers[i].Env = append(podSpec.Containers[i].Env, protectedEnv)
+		}
+	}
+
 	return nil
 }
 
@@ -533,10 +621,44 @@ func (feast *FeastServices) setContainer(containers *[]corev1.Container, feastTy
 		if len(volumeMounts) > 0 {
 			container.VolumeMounts = append(container.VolumeMounts, volumeMounts...)
 		}
+		feast.injectMlflowEnv(container)
 		*containers = append(*containers, *container)
 	}
 }
 
+const defaultMlflowTrackingAuth = "kubernetes-namespaced"
+
+// injectMlflowEnv adds MLFLOW_TRACKING_AUTH and MLFLOW_TRACKING_URI env vars
+// to the container when MLflow integration is enabled.
+func (feast *FeastServices) injectMlflowEnv(container *corev1.Container) {
+	applied := feast.Handler.FeatureStore.Status.Applied.Mlflow
+	if applied == nil || !applied.Enabled {
+		return
+	}
+
+	trackingAuth := defaultMlflowTrackingAuth
+	if applied.TrackingAuth != nil {
+		trackingAuth = *applied.TrackingAuth
+	}
+
+	var mlflowEnv []corev1.EnvVar
+	if trackingAuth != "" {
+		mlflowEnv = append(mlflowEnv, corev1.EnvVar{
+			Name:  "MLFLOW_TRACKING_AUTH",
+			Value: trackingAuth,
+		})
+	}
+	if applied.TrackingUri != nil {
+		mlflowEnv = append(mlflowEnv, corev1.EnvVar{
+			Name:  "MLFLOW_TRACKING_URI",
+			Value: *applied.TrackingUri,
+		})
+	}
+	if len(mlflowEnv) > 0 {
+		container.Env = envOverride(container.Env, mlflowEnv)
+	}
+}
+
 func getContainer(name, workingDir string, cmd []string, containerConfigs feastdevv1.ContainerConfigs, fsYamlB64 string) *corev1.Container {
 	container := &corev1.Container{
 		Name:    name,
@@ -690,9 +812,10 @@ func (feast *FeastServices) setInitContainer(podSpec *corev1.PodSpec, fsYamlB64
 		feastProjectDir := applied.FeastProjectDir
 		workingDir := getOfflineMountPath(feast.Handler.FeatureStore)
 		projectPath := workingDir + "/" + applied.FeastProject
+		initImage := getInitContainerImage(&applied)
 		container := corev1.Container{
 			Name:  feastInitContainerName,
-			Image: getFeatureServerImage(),
+			Image: initImage,
 			Env: []corev1.EnvVar{
 				{
 					Name:  TmpFeatureStoreYamlEnvVar,
@@ -703,6 +826,7 @@ func (feast *FeastServices) setInitContainer(podSpec *corev1.PodSpec, fsYamlB64
 			WorkingDir: workingDir,
 		}
 
+		featureRepoDir := feast.getFeatureRepoDir()
 		var createCommand string
 		if feastProjectDir.Init != nil {
 			initSlice := []string{"feast", "init"}
@@ -732,20 +856,43 @@ func (feast *FeastServices) setInitContainer(podSpec *corev1.PodSpec, fsYamlB64
 			if feastProjectDir.Git.EnvFrom != nil {
 				container.EnvFrom = *feastProjectDir.Git.EnvFrom
 			}
+		} else if feastProjectDir.Packaged != nil {
+			container.Env = append(container.Env,
+				corev1.EnvVar{
+					Name:  packagedFeatureRepoEnvVar,
+					Value: path.Clean(feastProjectDir.Packaged.FeatureRepoPath),
+				},
+				corev1.EnvVar{
+					Name:  stagedFeatureRepoEnvVar,
+					Value: featureRepoDir,
+				},
+			)
+			container.Args = []string{
+				"set -euo pipefail\n" +
+					"echo \"Staging packaged feast repository...\"\n" +
+					"if [[ ! -d \"${" + packagedFeatureRepoEnvVar + "}\" ]]; then " +
+					"echo \"Packaged feature repository not found: ${" + packagedFeatureRepoEnvVar + "}\" >&2; exit 1; fi\n" +
+					"rm -rf -- \"${" + stagedFeatureRepoEnvVar + "}\"\n" +
+					"mkdir -p -- \"${" + stagedFeatureRepoEnvVar + "}\"\n" +
+					"cp -a -- \"${" + packagedFeatureRepoEnvVar + "}/.\" \"${" + stagedFeatureRepoEnvVar + "}/\"\n" +
+					"printf '%s' \"${" + TmpFeatureStoreYamlEnvVar + "}\" | base64 -d > \"${" + stagedFeatureRepoEnvVar + "}/feature_store.yaml\"\n" +
+					"echo \"Packaged feast repository staging complete\"\n",
+			}
 		}
 
-		featureRepoDir := feast.getFeatureRepoDir()
-		container.Args = []string{
-			"echo \"Creating feast repository...\"\necho '" + createCommand + "'\n" +
-				"if [[ ! -d " + featureRepoDir + " ]]; then " + createCommand + "; fi;\n" +
-				"echo $" + TmpFeatureStoreYamlEnvVar + " | base64 -d \u003e " + featureRepoDir + "/feature_store.yaml;\necho \"Feast repo creation complete\";\n",
+		if feastProjectDir.Packaged == nil {
+			container.Args = []string{
+				"echo \"Creating feast repository...\"\necho '" + createCommand + "'\n" +
+					"if [[ ! -d " + featureRepoDir + " ]]; then " + createCommand + "; fi;\n" +
+					"echo $" + TmpFeatureStoreYamlEnvVar + " | base64 -d \u003e " + featureRepoDir + "/feature_store.yaml;\necho \"Feast repo creation complete\";\n",
+			}
 		}
 		podSpec.InitContainers = append(podSpec.InitContainers, container)
 
 		if applied.Services.RunFeastApplyOnInit != nil && *applied.Services.RunFeastApplyOnInit {
 			applyContainer := corev1.Container{
 				Name:       feastApplyContainerName,
-				Image:      getFeatureServerImage(),
+				Image:      initImage,
 				Command:    []string{feastCommand, "apply"},
 				WorkingDir: featureRepoDir,
 			}
@@ -785,7 +932,11 @@ func (feast *FeastServices) getServiceAppProtocol(feastType FeastServiceType, is
 }
 
 func (feast *FeastServices) setService(svc *corev1.Service, feastType FeastServiceType, isRestService bool) error {
-	svc.Labels = feast.getFeastTypeLabels(feastType)
+	if feastType == LineageFeastType {
+		svc.Labels = feast.getLineageLabels()
+	} else {
+		svc.Labels = feast.getFeastTypeLabels(feastType)
+	}
 	if feast.isOpenShiftTls(feastType) {
 		if len(svc.Annotations) == 0 {
 			svc.Annotations = map[string]string{}
@@ -840,8 +991,12 @@ func (feast *FeastServices) setService(svc *corev1.Service, feastType FeastServi
 		targetPort = getTargetPort(feastType, tls)
 	}
 
+	svcSelector := feast.getSelectorLabels()
+	if feastType == LineageFeastType {
+		svcSelector = feast.getLineageLabels()
+	}
 	svc.Spec = corev1.ServiceSpec{
-		Selector: feast.getSelectorLabels(),
+		Selector: svcSelector,
 		Type:     corev1.ServiceTypeClusterIP,
 		Ports: []corev1.ServicePort{
 			{
@@ -1120,6 +1275,17 @@ func (feast *FeastServices) getFeastTypeLabels(feastType FeastServiceType) map[s
 	return labels
 }
 
+// getLineageLabels returns labels for the lineage deployment whose NameLabelKey
+// is set to "<cr-name>-lineage" so lineage pods do NOT match the main
+// deployment's immutable selector (which uses NameLabelKey = "<cr-name>").
+func (feast *FeastServices) getLineageLabels() map[string]string {
+	return map[string]string{
+		NameLabelKey:        feast.Handler.FeatureStore.Name + "-" + string(LineageFeastType),
+		ManagedByLabelKey:   ManagedByLabelValue,
+		ServiceTypeLabelKey: string(LineageFeastType),
+	}
+}
+
 // getSelectorLabels returns the minimal label set used for immutable selectors
 // (Deployment spec.selector, Service spec.selector, TopologySpreadConstraints, PodAffinity).
 // This must NOT change after initial resource creation.
@@ -1169,6 +1335,15 @@ func (feast *FeastServices) setServiceHostnames() error {
 		feast.Handler.FeatureStore.Status.ServiceHostnames.UI = objMeta.Name + "." + objMeta.Namespace + domain +
 			getPortStr(feast.Handler.FeatureStore.Status.Applied.Services.UI.TLS)
 	}
+	if feast.isLineageServer() {
+		objMeta := feast.initFeastSvc(LineageFeastType)
+		var tls *feastdevv1.TlsConfigs
+		if svr := feast.Handler.FeatureStore.Status.Applied.OpenLineage.Consumer.LineageServer.Server; svr != nil {
+			tls = svr.TLS
+		}
+		feast.Handler.FeatureStore.Status.ServiceHostnames.Lineage = objMeta.Name + "." + objMeta.Namespace + domain +
+			getPortStr(tls)
+	}
 	return nil
 }
 
@@ -1277,7 +1452,7 @@ func (feast *FeastServices) isOnlineServer() bool {
 
 func (feast *FeastServices) isOnlineStore() bool {
 	appliedServices := feast.Handler.FeatureStore.Status.Applied.Services
-	return appliedServices != nil && appliedServices.OnlineStore != nil
+	return appliedServices != nil && appliedServices.OnlineStore != nil && !appliedServices.OnlineStore.Disabled
 }
 
 func (feast *FeastServices) noLocalCoreServerConfigured() bool {
@@ -1289,6 +1464,154 @@ func (feast *FeastServices) isUiServer() bool {
 	return appliedServices != nil && appliedServices.UI != nil
 }
 
+func (feast *FeastServices) validateLineageServerConfig() error {
+	applied := feast.Handler.FeatureStore.Status.Applied
+	consumer := applied.OpenLineage.Consumer
+
+	hasConsumerDB := consumer.ConnectionStringSecretRef != nil //nolint:gosec // pragma: allowlist secret
+
+	hasRegistrySqlDB := false
+	if applied.Services != nil && applied.Services.Registry != nil &&
+		applied.Services.Registry.Local != nil &&
+		applied.Services.Registry.Local.Persistence != nil &&
+		applied.Services.Registry.Local.Persistence.DBPersistence != nil {
+		hasRegistrySqlDB = true
+	}
+
+	if !hasConsumerDB && !hasRegistrySqlDB {
+		return errors.New(
+			"lineageServer requires a SQL database. Either set " +
+				"consumer.connectionStringSecretRef or configure " +
+				"registry.local.persistence.store (SQL registry)")
+	}
+
+	if applied.AuthzConfig != nil {
+		hasLocalRegistry := applied.Services != nil && applied.Services.Registry != nil &&
+			applied.Services.Registry.Local != nil
+		hasRemoteRegistry := applied.Services != nil && applied.Services.Registry != nil &&
+			applied.Services.Registry.Remote != nil
+		if !hasLocalRegistry && !hasRemoteRegistry {
+			return errors.New(
+				"lineageServer with authz requires a registry (local or remote) " +
+					"so the lineage server can connect for RBAC checks")
+		}
+	}
+
+	return nil
+}
+
+func (feast *FeastServices) isLineageServer() bool {
+	applied := feast.Handler.FeatureStore.Status.Applied
+	ol := applied.OpenLineage
+	return ol != nil && ol.Consumer != nil && ol.Consumer.LineageServer != nil
+}
+
+func (feast *FeastServices) reconcileLineageDeployment() error {
+	logger := log.FromContext(feast.Handler.Context)
+	lineageDeploy := &appsv1.Deployment{
+		ObjectMeta: feast.GetObjectMetaType(LineageFeastType),
+	}
+	lineageDeploy.SetGroupVersionKind(appsv1.SchemeGroupVersion.WithKind("Deployment"))
+
+	if !feast.isLineageServer() {
+		if err := feast.Handler.DeleteOwnedFeastObj(lineageDeploy); err != nil {
+			return err
+		}
+		return nil
+	}
+
+	if op, err := controllerutil.CreateOrUpdate(feast.Handler.Context, feast.Handler.Client, lineageDeploy, controllerutil.MutateFn(func() error {
+		return feast.setLineageDeployment(lineageDeploy)
+	})); err != nil {
+		return feast.setFeastServiceCondition(err, LineageFeastType)
+	} else if op == controllerutil.OperationResultCreated || op == controllerutil.OperationResultUpdated {
+		logger.Info("Successfully reconciled", "Deployment", lineageDeploy.Name, "operation", op)
+	}
+
+	return feast.setFeastServiceCondition(nil, LineageFeastType)
+}
+
+func (feast *FeastServices) setLineageDeployment(deploy *appsv1.Deployment) error {
+	cr := feast.Handler.FeatureStore
+	lineageSvr := cr.Status.Applied.OpenLineage.Consumer.LineageServer
+
+	var replicas *int32
+	if lineageSvr.Replicas != nil {
+		replicas = lineageSvr.Replicas
+	} else {
+		one := int32(1)
+		replicas = &one
+	}
+
+	lineageLabels := feast.getLineageLabels()
+	deploy.Labels = lineageLabels
+	deploy.Spec = appsv1.DeploymentSpec{
+		Replicas: replicas,
+		Selector: metav1.SetAsLabelSelector(lineageLabels),
+		Template: corev1.PodTemplateSpec{
+			ObjectMeta: metav1.ObjectMeta{
+				Labels: lineageLabels,
+			},
+		},
+	}
+
+	svcConsts := FeastServiceConstants[LineageFeastType]
+	port := svcConsts.TargetHttpPort
+
+	serverConfigs := lineageSvr.Server
+	var image string
+	if serverConfigs != nil && serverConfigs.Image != nil && len(*serverConfigs.Image) > 0 {
+		image = *serverConfigs.Image
+	} else {
+		image = getInitContainerImage(&cr.Status.Applied)
+	}
+
+	container := corev1.Container{
+		Name:    string(LineageFeastType),
+		Image:   image,
+		Command: append([]string{feastCommand}, svcConsts.Args...),
+		Args:    []string{"-p", fmt.Sprintf("%d", port)},
+		Ports: []corev1.ContainerPort{
+			{
+				Name:          "http",
+				ContainerPort: port,
+				Protocol:      corev1.ProtocolTCP,
+			},
+		},
+		ReadinessProbe: &corev1.Probe{
+			ProbeHandler: corev1.ProbeHandler{
+				TCPSocket: &corev1.TCPSocketAction{
+					Port: intstr.FromInt32(port),
+				},
+			},
+			InitialDelaySeconds: 10,
+			PeriodSeconds:       10,
+		},
+	}
+
+	if serverConfigs != nil {
+		if serverConfigs.Resources != nil {
+			container.Resources = *serverConfigs.Resources
+		}
+		if serverConfigs.Env != nil && len(*serverConfigs.Env) > 0 {
+			container.Env = append(container.Env, *serverConfigs.Env...)
+		}
+	}
+
+	fsYamlB64, err := feast.getLineageFeatureStoreYamlBase64()
+	if err != nil {
+		return err
+	}
+	container.Env = append(container.Env, corev1.EnvVar{
+		Name:  "FEATURE_STORE_YAML_BASE64",
+		Value: fsYamlB64,
+	})
+
+	deploy.Spec.Template.Spec.Containers = []corev1.Container{container}
+
+	return controllerutil.SetControllerReference(cr, deploy, feast.Handler.Scheme)
+}
+
 func (feast *FeastServices) initFeastDeploy() *appsv1.Deployment {
 	deploy := &appsv1.Deployment{
 		ObjectMeta: feast.GetObjectMeta(),
@@ -1406,6 +1729,9 @@ func (feast *FeastServices) mountEmptyDirVolumes(podSpec *corev1.PodSpec) {
 
 func (feast *FeastServices) getFeatureRepoDir() string {
 	applied := feast.Handler.FeatureStore.Status.Applied
+	if applied.FeastProjectDir != nil && applied.FeastProjectDir.Packaged != nil && applied.Services.DisableInitContainers {
+		return path.Clean(applied.FeastProjectDir.Packaged.FeatureRepoPath)
+	}
 	feastProjectDir := getOfflineMountPath(feast.Handler.FeatureStore) + "/" + applied.FeastProject
 	if applied.FeastProjectDir != nil && applied.FeastProjectDir.Git != nil && len(applied.FeastProjectDir.Git.FeatureRepoPath) > 0 {
 		return feastProjectDir + "/" + applied.FeastProjectDir.Git.FeatureRepoPath
@@ -1413,6 +1739,39 @@ func (feast *FeastServices) getFeatureRepoDir() string {
 	return feastProjectDir + "/" + FeatureRepoDir
 }
 
+func (feast *FeastServices) validatePackagedFeatureRepoPath() error {
+	applied := feast.Handler.FeatureStore.Status.Applied
+	if applied.FeastProjectDir == nil || applied.FeastProjectDir.Packaged == nil {
+		return nil
+	}
+
+	featureRepoPath := applied.FeastProjectDir.Packaged.FeatureRepoPath
+	cleanFeatureRepoPath := path.Clean(featureRepoPath)
+	if !path.IsAbs(featureRepoPath) || cleanFeatureRepoPath == "/" || cleanFeatureRepoPath != featureRepoPath {
+		return errors.New("packaged feature repository path " + strconv.Quote(featureRepoPath) + " must be a canonical absolute, non-root path")
+	}
+
+	if !applied.Services.DisableInitContainers {
+		stagedFeatureRepoPath := path.Clean(feast.getFeatureRepoDir())
+		if pathsOverlap(cleanFeatureRepoPath, stagedFeatureRepoPath) {
+			return errors.New(
+				"packaged feature repository path " + strconv.Quote(cleanFeatureRepoPath) +
+					" overlaps staged repository path " + strconv.Quote(stagedFeatureRepoPath),
+			)
+		}
+	}
+
+	return nil
+}
+
+func pathsOverlap(firstPath, secondPath string) bool {
+	firstPath = path.Clean(firstPath)
+	secondPath = path.Clean(secondPath)
+	return firstPath == secondPath ||
+		strings.HasPrefix(firstPath, secondPath+"/") ||
+		strings.HasPrefix(secondPath, firstPath+"/")
+}
+
 func mountEmptyDirVolume(podSpec *corev1.PodSpec) {
 	if podSpec != nil {
 		volName := strings.TrimPrefix(EphemeralPath, "/")
diff --git a/infra/feast-operator/internal/controller/services/services_types.go b/infra/feast-operator/internal/controller/services/services_types.go
index 098362af96b..b431292cdfc 100644
--- a/infra/feast-operator/internal/controller/services/services_types.go
+++ b/infra/feast-operator/internal/controller/services/services_types.go
@@ -26,6 +26,8 @@ import (
 
 const (
 	TmpFeatureStoreYamlEnvVar = "TMP_FEATURE_STORE_YAML_BASE64"
+	packagedFeatureRepoEnvVar = "FEAST_PACKAGED_FEATURE_REPO_PATH"
+	stagedFeatureRepoEnvVar   = "FEAST_STAGED_FEATURE_REPO_PATH"
 	feastServerImageVar       = "RELATED_IMAGE_FEATURE_SERVER"
 	cronJobImageVar           = "RELATED_IMAGE_CRON_JOB"
 	FeatureStoreYamlCmKey     = "feature_store.yaml"
@@ -40,6 +42,20 @@ const (
 	NamespaceRegistryDataKey       = "namespaces"
 	DefaultKubernetesNamespace     = "feast-operator-system"
 
+	// OpenLineage discovery ConfigMap constants
+	OpenLineageDiscoveryConfigMapName = "feast-openlineage-config"
+	OpenLineageDiscoveryEndpointsKey  = "endpoints"
+	OpenLineageDiscoveryYamlKey       = "openlineage.yml"
+	OpenLineageDiscoveryUrlKey        = "url"
+
+	// ProtectedProjectAnnotation is the annotation key on a FeatureStore CR
+	// that marks its project as protected. Protected projects are excluded
+	// from project listings and shielded from teardown by other instances.
+	// When this annotation is "true", the operator sets FEAST_PROTECTED_PROJECT=true
+	// on the server pods, which causes the server to tag the project in the
+	// shared registry on startup.
+	ProtectedProjectAnnotation = "feast.dev/protected-project"
+
 	HttpPort              = 80
 	HttpsPort             = 443
 	HttpScheme            = "http"
@@ -70,6 +86,7 @@ const (
 	OnlineFeastType   FeastServiceType = "online"
 	RegistryFeastType FeastServiceType = "registry"
 	UIFeastType       FeastServiceType = "ui"
+	LineageFeastType  FeastServiceType = "lineage"
 	ClientFeastType   FeastServiceType = "client"
 	ClientCaFeastType FeastServiceType = "client-ca"
 	CronJobFeastType  FeastServiceType = "cronjob"
@@ -103,6 +120,11 @@ const (
 	OidcTokenEnvVar      OidcPropertyType = "token_env_var"
 	OidcVerifySsl        OidcPropertyType = "verify_ssl"
 	OidcCaCertPath       OidcPropertyType = "ca_cert_path"
+	OidcAudience         OidcPropertyType = "audience"
+	OidcIssuer           OidcPropertyType = "issuer"
+
+	OidcJwksCacheLifespanSeconds  OidcPropertyType = "jwks_cache_lifespan_seconds"
+	OidcJwksRequestTimeoutSeconds OidcPropertyType = "jwks_request_timeout_seconds"
 
 	OidcMissingSecretError string = "missing OIDC secret: %s"
 
@@ -183,6 +205,11 @@ var (
 			TargetHttpPort:  8888,
 			TargetHttpsPort: 8443,
 		},
+		LineageFeastType: {
+			Args:            []string{"serve_lineage", "-h", "0.0.0.0"},
+			TargetHttpPort:  6580,
+			TargetHttpsPort: 6581,
+		},
 	}
 
 	FeastServiceConditions = map[FeastServiceType]map[metav1.ConditionStatus]metav1.Condition{
@@ -238,6 +265,19 @@ var (
 				Reason: feastdevv1.UIFailedReason,
 			},
 		},
+		LineageFeastType: {
+			metav1.ConditionTrue: {
+				Type:    feastdevv1.LineageReadyType,
+				Status:  metav1.ConditionTrue,
+				Reason:  feastdevv1.ReadyReason,
+				Message: feastdevv1.LineageReadyMessage,
+			},
+			metav1.ConditionFalse: {
+				Type:   feastdevv1.LineageReadyType,
+				Status: metav1.ConditionFalse,
+				Reason: feastdevv1.LineageFailedReason,
+			},
+		},
 		ClientFeastType: {
 			metav1.ConditionTrue: {
 				Type:    feastdevv1.ClientReadyType,
@@ -266,7 +306,7 @@ var (
 		},
 	}
 
-	OidcOptionalSecretProperties = []OidcPropertyType{OidcAuthDiscoveryUrl, OidcClientId, OidcClientSecret, OidcUsername, OidcPassword}
+	OidcOptionalSecretProperties = []OidcPropertyType{OidcAuthDiscoveryUrl, OidcClientId, OidcClientSecret, OidcUsername, OidcPassword, OidcAudience, OidcIssuer}
 )
 
 // Feast server types: Reserved only for server types like Online, Offline, and Registry servers. Should not be used for client types like the UI, etc.
@@ -316,6 +356,7 @@ type RepoConfig struct {
 	FeatureServer                 *FeatureServerYamlConfig         `yaml:"feature_server,omitempty"`
 	Materialization               *MaterializationYamlConfig       `yaml:"materialization,omitempty"`
 	OpenLineage                   *OpenLineageYamlConfig           `yaml:"openlineage,omitempty"`
+	Mlflow                        *MlflowYamlConfig                `yaml:"mlflow,omitempty"`
 	DataQualityMonitoring         *DataQualityMonitoringYamlConfig `yaml:"data_quality_monitoring,omitempty"`
 }
 
@@ -373,11 +414,29 @@ type OpenLineageYamlConfig struct {
 
 // OpenLineageConsumerYamlConfig maps to the openlineage.consumer section of feature_store.yaml.
 type OpenLineageConsumerYamlConfig struct {
-	Enabled          bool              `yaml:"enabled"`
-	StoreType        *string           `yaml:"store_type,omitempty"`
-	ConnectionString *string           `yaml:"connection_string,omitempty"`
-	ApiKey           *string           `yaml:"api_key,omitempty"`
-	NamespaceMapping map[string]string `yaml:"namespace_mapping,omitempty"`
+	Enabled                     bool              `yaml:"enabled"`
+	StoreType                   *string           `yaml:"store_type,omitempty"`
+	ConnectionString            *string           `yaml:"connection_string,omitempty"`
+	ApiKey                      *string           `yaml:"api_key,omitempty"`
+	NamespaceMapping            map[string]string `yaml:"namespace_mapping,omitempty"`
+	RetentionDays               *int32            `yaml:"retention_days,omitempty"`
+	RetentionCheckIntervalHours *int32            `yaml:"retention_check_interval_hours,omitempty"`
+	StandaloneServer            *bool             `yaml:"standalone_server,omitempty"`
+}
+
+// MlflowYamlConfig maps to the mlflow section of feature_store.yaml.
+// ExtraConfig is merged inline so additional key-value pairs appear at the same
+// YAML level as the typed fields.
+type MlflowYamlConfig struct {
+	Enabled             bool                   `yaml:"enabled"`
+	TrackingUri         *string                `yaml:"tracking_uri,omitempty"`
+	UiUrl               *string                `yaml:"ui_url,omitempty"`
+	AutoLog             *bool                  `yaml:"auto_log,omitempty"`
+	AutoLogEntityDf     *bool                  `yaml:"auto_log_entity_df,omitempty"`
+	EntityDfMaxRows     *int32                 `yaml:"entity_df_max_rows,omitempty"`
+	LogOperations       *bool                  `yaml:"log_operations,omitempty"`
+	OpsExperimentSuffix *string                `yaml:"ops_experiment_suffix,omitempty"`
+	ExtraConfig         map[string]interface{} `yaml:",inline,omitempty"`
 }
 
 // OfflineStoreConfig is the configuration that relates to reading from and writing to the Feast offline store.
diff --git a/infra/feast-operator/internal/controller/services/suite_test.go b/infra/feast-operator/internal/controller/services/suite_test.go
index de1b75817ef..bdef3144d92 100644
--- a/infra/feast-operator/internal/controller/services/suite_test.go
+++ b/infra/feast-operator/internal/controller/services/suite_test.go
@@ -92,3 +92,7 @@ func testSetIsOpenShift() {
 func testSetHasServiceMonitorCRD(val bool) {
 	hasServiceMonitorCRD = val
 }
+
+func testSetHasMlflowCRD(val bool) {
+	hasMlflowCRD = val
+}
diff --git a/infra/feast-operator/internal/controller/services/util.go b/infra/feast-operator/internal/controller/services/util.go
index 387ccdb631b..67f4552e36e 100644
--- a/infra/feast-operator/internal/controller/services/util.go
+++ b/infra/feast-operator/internal/controller/services/util.go
@@ -22,6 +22,7 @@ import (
 
 var isOpenShift = false
 var hasServiceMonitorCRD = false
+var hasMlflowCRD = false
 
 func IsRegistryServer(featureStore *feastdevv1.FeatureStore) bool {
 	return IsLocalRegistry(featureStore) && featureStore.Status.Applied.Services.Registry.Local.Server != nil
@@ -91,6 +92,7 @@ func ApplyDefaultsToStatus(cr *feastdevv1.FeatureStore) {
 	cr.Status.FeastVersion = feastversion.FeastVersion
 
 	applied := &cr.Status.Applied
+	applyDefaultAuthzConfig(applied)
 	if applied.FeastProjectDir == nil {
 		applied.FeastProjectDir = &feastdevv1.FeastProjectDir{
 			Init: &feastdevv1.FeastInitOptions{},
@@ -99,6 +101,7 @@ func ApplyDefaultsToStatus(cr *feastdevv1.FeatureStore) {
 	if applied.Services == nil {
 		applied.Services = &feastdevv1.FeatureStoreServices{}
 	}
+	defaultFeatureServerImage := getFeatureServerImageForSpec(applied)
 	services := applied.Services
 	if services.RunFeastApplyOnInit == nil {
 		services.RunFeastApplyOnInit = boolPtr(true)
@@ -128,7 +131,7 @@ func ApplyDefaultsToStatus(cr *feastdevv1.FeatureStore) {
 			}
 
 			if services.Registry.Local.Server != nil {
-				setDefaultCtrConfigs(&services.Registry.Local.Server.ContainerConfigs.DefaultCtrConfigs)
+				setDefaultCtrConfigs(&services.Registry.Local.Server.ContainerConfigs.DefaultCtrConfigs, defaultFeatureServerImage)
 				// Set default for GRPC: true if nil
 				if services.Registry.Local.Server.GRPC == nil {
 					defaultGRPC := true
@@ -159,37 +162,39 @@ func ApplyDefaultsToStatus(cr *feastdevv1.FeatureStore) {
 		}
 
 		if services.OfflineStore.Server != nil {
-			setDefaultCtrConfigs(&services.OfflineStore.Server.ContainerConfigs.DefaultCtrConfigs)
+			setDefaultCtrConfigs(&services.OfflineStore.Server.ContainerConfigs.DefaultCtrConfigs, defaultFeatureServerImage)
 		}
 	}
 
-	// default to onlineStore service deployment
+	// default to onlineStore service deployment unless it is explicitly disabled
 	if services.OnlineStore == nil {
 		services.OnlineStore = &feastdevv1.OnlineStore{}
 	}
-	if services.OnlineStore.Persistence == nil {
-		services.OnlineStore.Persistence = &feastdevv1.OnlineStorePersistence{}
-	}
-
-	if services.OnlineStore.Persistence.DBPersistence == nil {
-		if services.OnlineStore.Persistence.FilePersistence == nil {
-			services.OnlineStore.Persistence.FilePersistence = &feastdevv1.OnlineStoreFilePersistence{}
+	if !services.OnlineStore.Disabled {
+		if services.OnlineStore.Persistence == nil {
+			services.OnlineStore.Persistence = &feastdevv1.OnlineStorePersistence{}
 		}
 
-		if len(services.OnlineStore.Persistence.FilePersistence.Path) == 0 {
-			services.OnlineStore.Persistence.FilePersistence.Path = defaultOnlineStorePath(cr)
-		}
+		if services.OnlineStore.Persistence.DBPersistence == nil {
+			if services.OnlineStore.Persistence.FilePersistence == nil {
+				services.OnlineStore.Persistence.FilePersistence = &feastdevv1.OnlineStoreFilePersistence{}
+			}
 
-		ensurePVCDefaults(services.OnlineStore.Persistence.FilePersistence.PvcConfig, OnlineFeastType)
-	}
+			if len(services.OnlineStore.Persistence.FilePersistence.Path) == 0 {
+				services.OnlineStore.Persistence.FilePersistence.Path = defaultOnlineStorePath(cr)
+			}
 
-	if services.OnlineStore.Server == nil {
-		services.OnlineStore.Server = &feastdevv1.ServerConfigs{}
+			ensurePVCDefaults(services.OnlineStore.Persistence.FilePersistence.PvcConfig, OnlineFeastType)
+		}
+
+		if services.OnlineStore.Server == nil {
+			services.OnlineStore.Server = &feastdevv1.ServerConfigs{}
+		}
+		setDefaultCtrConfigs(&services.OnlineStore.Server.ContainerConfigs.DefaultCtrConfigs, defaultFeatureServerImage)
 	}
-	setDefaultCtrConfigs(&services.OnlineStore.Server.ContainerConfigs.DefaultCtrConfigs)
 
 	if services.UI != nil {
-		setDefaultCtrConfigs(&services.UI.ContainerConfigs.DefaultCtrConfigs)
+		setDefaultCtrConfigs(&services.UI.ContainerConfigs.DefaultCtrConfigs, defaultFeatureServerImage)
 	}
 
 	if applied.CronJob == nil {
@@ -198,13 +203,28 @@ func ApplyDefaultsToStatus(cr *feastdevv1.FeatureStore) {
 	setDefaultCronJobConfigs(applied.CronJob)
 }
 
-func setDefaultCtrConfigs(defaultConfigs *feastdevv1.DefaultCtrConfigs) {
+func applyDefaultAuthzConfig(applied *feastdevv1.FeatureStoreSpec) {
+	if applied.AuthzConfig == nil {
+		applied.AuthzConfig = &feastdevv1.AuthzConfig{
+			KubernetesAuthz: &feastdevv1.KubernetesAuthz{},
+		}
+	}
+}
+
+func setDefaultCtrConfigs(defaultConfigs *feastdevv1.DefaultCtrConfigs, defaultImage string) {
 	if defaultConfigs.Image == nil {
-		img := getFeatureServerImage()
+		img := defaultImage
 		defaultConfigs.Image = &img
 	}
 }
 
+func getFeatureServerImageForSpec(spec *feastdevv1.FeatureStoreSpec) string {
+	if spec != nil && spec.FeastProjectDir != nil && spec.FeastProjectDir.Packaged != nil && spec.FeastProjectDir.Packaged.Image != "" {
+		return spec.FeastProjectDir.Packaged.Image
+	}
+	return getFeatureServerImage()
+}
+
 func getFeatureServerImage() string {
 	if img, exists := os.LookupEnv(feastServerImageVar); exists {
 		return img
@@ -212,6 +232,16 @@ func getFeatureServerImage() string {
 	return DefaultImage
 }
 
+// getInitContainerImage resolves the image for feast-init / feast-apply.
+// Order: spec.services.initImage → spec.feastProjectDir.packaged.image →
+// RELATED_IMAGE_FEATURE_SERVER → DefaultImage.
+func getInitContainerImage(spec *feastdevv1.FeatureStoreSpec) string {
+	if spec != nil && spec.Services != nil && spec.Services.InitImage != nil && len(*spec.Services.InitImage) > 0 {
+		return *spec.Services.InitImage
+	}
+	return getFeatureServerImageForSpec(spec)
+}
+
 func checkOfflineStoreFilePersistenceType(value string) error {
 	if slices.Contains(feastdevv1.ValidOfflineStoreFilePersistenceTypes, value) {
 		return nil
@@ -381,6 +411,12 @@ func HasServiceMonitorCRD() bool {
 	return hasServiceMonitorCRD
 }
 
+// HasMlflowCRD returns whether the mlflow.opendatahub.io API group
+// (MLflow Operator) is available in the cluster.
+func HasMlflowCRD() bool {
+	return hasMlflowCRD
+}
+
 // SetIsOpenShift sets the global flag isOpenShift by the controller manager.
 // We don't need to keep fetching the API every reconciliation cycle that we need to know about the platform.
 func SetIsOpenShift(cfg *rest.Config) {
@@ -404,6 +440,9 @@ func SetIsOpenShift(cfg *rest.Config) {
 		if v.Name == "monitoring.coreos.com" {
 			hasServiceMonitorCRD = true
 		}
+		if v.Name == "mlflow.opendatahub.io" {
+			hasMlflowCRD = true
+		}
 	}
 }
 
diff --git a/infra/feast-operator/internal/controller/services/util_test.go b/infra/feast-operator/internal/controller/services/util_test.go
new file mode 100644
index 00000000000..5a868d2d101
--- /dev/null
+++ b/infra/feast-operator/internal/controller/services/util_test.go
@@ -0,0 +1,171 @@
+/*
+Copyright 2024 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package services
+
+import (
+	"os"
+	"testing"
+
+	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+	"k8s.io/utils/ptr"
+)
+
+var _ = Describe("ApplyDefaultsToStatus", func() {
+	It("deploys the online store with defaults when it is not declared", func() {
+		cr := &feastdevv1.FeatureStore{
+			Spec: feastdevv1.FeatureStoreSpec{
+				FeastProject: "test_project",
+				Services:     &feastdevv1.FeatureStoreServices{},
+			},
+		}
+
+		ApplyDefaultsToStatus(cr)
+
+		online := cr.Status.Applied.Services.OnlineStore
+		Expect(online).ToNot(BeNil())
+		Expect(online.Disabled).To(BeFalse())
+		Expect(online.Persistence).ToNot(BeNil())
+		Expect(online.Server).ToNot(BeNil())
+	})
+
+	It("applies online store defaults when it is declared", func() {
+		cr := &feastdevv1.FeatureStore{
+			Spec: feastdevv1.FeatureStoreSpec{
+				FeastProject: "test_project",
+				Services: &feastdevv1.FeatureStoreServices{
+					OnlineStore: &feastdevv1.OnlineStore{},
+				},
+			},
+		}
+
+		ApplyDefaultsToStatus(cr)
+
+		online := cr.Status.Applied.Services.OnlineStore
+		Expect(online).ToNot(BeNil())
+		Expect(online.Persistence).ToNot(BeNil())
+		Expect(online.Server).ToNot(BeNil())
+	})
+
+	// #6586: disabling the online store opts out of its persistence and serving
+	// pod, letting a registry-only or offline-only ViewerStore skip it while
+	// leaving the default-on behavior unchanged for everyone else.
+	It("does not apply persistence or server defaults when the online store is disabled", func() {
+		cr := &feastdevv1.FeatureStore{
+			Spec: feastdevv1.FeatureStoreSpec{
+				FeastProject: "test_project",
+				Services: &feastdevv1.FeatureStoreServices{
+					OnlineStore: &feastdevv1.OnlineStore{Disabled: true},
+				},
+			},
+		}
+
+		ApplyDefaultsToStatus(cr)
+
+		online := cr.Status.Applied.Services.OnlineStore
+		Expect(online).ToNot(BeNil())
+		Expect(online.Disabled).To(BeTrue())
+		Expect(online.Persistence).To(BeNil())
+		Expect(online.Server).To(BeNil())
+	})
+})
+
+func TestGetInitContainerImage(t *testing.T) {
+	customInit := "quay.io/org/feast-init:custom"
+	packagedImage := "quay.io/org/feast-packaged:test"
+	envImage := "quay.io/org/feast-env:test"
+
+	t.Run("uses initImage ahead of packaged and server images", func(t *testing.T) {
+		t.Setenv(feastServerImageVar, envImage)
+		got := getInitContainerImage(&feastdevv1.FeatureStoreSpec{
+			FeastProjectDir: &feastdevv1.FeastProjectDir{
+				Packaged: &feastdevv1.FeastPackagedOptions{Image: packagedImage},
+			},
+			Services: &feastdevv1.FeatureStoreServices{
+				InitImage: ptr.To(customInit),
+				OfflineStore: &feastdevv1.OfflineStore{
+					Server: &feastdevv1.ServerConfigs{
+						ContainerConfigs: feastdevv1.ContainerConfigs{
+							DefaultCtrConfigs: feastdevv1.DefaultCtrConfigs{
+								Image: ptr.To("quay.io/org/offline:v1"),
+							},
+						},
+					},
+				},
+				OnlineStore: &feastdevv1.OnlineStore{
+					Server: &feastdevv1.ServerConfigs{
+						ContainerConfigs: feastdevv1.ContainerConfigs{
+							DefaultCtrConfigs: feastdevv1.DefaultCtrConfigs{
+								Image: ptr.To("quay.io/org/online:v1"),
+							},
+						},
+					},
+				},
+			},
+		})
+		if got != customInit {
+			t.Fatalf("got %q, want %q (must not inherit server images)", got, customInit)
+		}
+	})
+
+	t.Run("uses packaged image ahead of RELATED_IMAGE_FEATURE_SERVER", func(t *testing.T) {
+		t.Setenv(feastServerImageVar, envImage)
+		got := getInitContainerImage(&feastdevv1.FeatureStoreSpec{
+			FeastProjectDir: &feastdevv1.FeastProjectDir{
+				Packaged: &feastdevv1.FeastPackagedOptions{Image: packagedImage},
+			},
+			Services: &feastdevv1.FeatureStoreServices{},
+		})
+		if got != packagedImage {
+			t.Fatalf("got %q, want %q", got, packagedImage)
+		}
+	})
+
+	t.Run("falls back to RELATED_IMAGE_FEATURE_SERVER", func(t *testing.T) {
+		t.Setenv(feastServerImageVar, envImage)
+		got := getInitContainerImage(&feastdevv1.FeatureStoreSpec{
+			Services: &feastdevv1.FeatureStoreServices{},
+		})
+		if got != envImage {
+			t.Fatalf("got %q, want %q", got, envImage)
+		}
+	})
+
+	t.Run("falls back to DefaultImage", func(t *testing.T) {
+		_ = os.Unsetenv(feastServerImageVar)
+		got := getInitContainerImage(nil)
+		if got != DefaultImage {
+			t.Fatalf("got %q, want %q", got, DefaultImage)
+		}
+	})
+
+	t.Run("ignores empty initImage", func(t *testing.T) {
+		t.Setenv(feastServerImageVar, envImage)
+		got := getInitContainerImage(&feastdevv1.FeatureStoreSpec{
+			FeastProjectDir: &feastdevv1.FeastProjectDir{
+				Packaged: &feastdevv1.FeastPackagedOptions{Image: packagedImage},
+			},
+			Services: &feastdevv1.FeatureStoreServices{
+				InitImage: ptr.To(""),
+			},
+		})
+		if got != packagedImage {
+			t.Fatalf("got %q, want %q", got, packagedImage)
+		}
+	})
+}
diff --git a/infra/feast-operator/test/api/featurestore_packaged_types_test.go b/infra/feast-operator/test/api/featurestore_packaged_types_test.go
new file mode 100644
index 00000000000..97525ec1abe
--- /dev/null
+++ b/infra/feast-operator/test/api/featurestore_packaged_types_test.go
@@ -0,0 +1,162 @@
+/*
+Copyright 2026 Feast Community.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package api
+
+import (
+	"context"
+	"strings"
+
+	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
+	feastdevv1alpha1 "github.com/feast-dev/feast/infra/feast-operator/api/v1alpha1"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"sigs.k8s.io/controller-runtime/pkg/client"
+)
+
+type packagedFeatureStoreFactory func(name, featureRepoPath string) client.Object
+type conflictingPackagedFeatureStoreFactory func(name, conflictingMode string) client.Object
+
+func newV1PackagedFeatureStore(name, featureRepoPath string) client.Object {
+	return &feastdevv1.FeatureStore{
+		ObjectMeta: metav1.ObjectMeta{Name: name, Namespace: namespaceName},
+		Spec: feastdevv1.FeatureStoreSpec{
+			FeastProject: "test_project",
+			FeastProjectDir: &feastdevv1.FeastProjectDir{
+				Packaged: &feastdevv1.FeastPackagedOptions{FeatureRepoPath: featureRepoPath},
+			},
+		},
+	}
+}
+
+func newV1Alpha1PackagedFeatureStore(name, featureRepoPath string) client.Object {
+	return &feastdevv1alpha1.FeatureStore{
+		ObjectMeta: metav1.ObjectMeta{Name: name, Namespace: namespaceName},
+		Spec: feastdevv1alpha1.FeatureStoreSpec{
+			FeastProject: "test_project",
+			FeastProjectDir: &feastdevv1alpha1.FeastProjectDir{
+				Packaged: &feastdevv1alpha1.FeastPackagedOptions{FeatureRepoPath: featureRepoPath},
+			},
+		},
+	}
+}
+
+func newV1ConflictingPackagedFeatureStore(name, conflictingMode string) client.Object {
+	featureStore := newV1PackagedFeatureStore(name, "/opt/feast/feature_repo").(*feastdevv1.FeatureStore)
+	switch conflictingMode {
+	case "init":
+		featureStore.Spec.FeastProjectDir.Init = &feastdevv1.FeastInitOptions{}
+	case "git":
+		featureStore.Spec.FeastProjectDir.Git = &feastdevv1.GitCloneOptions{
+			URL: "https://example.com/feature-repo.git",
+		}
+	}
+	return featureStore
+}
+
+func newV1Alpha1ConflictingPackagedFeatureStore(name, conflictingMode string) client.Object {
+	featureStore := newV1Alpha1PackagedFeatureStore(name, "/opt/feast/feature_repo").(*feastdevv1alpha1.FeatureStore)
+	switch conflictingMode {
+	case "init":
+		featureStore.Spec.FeastProjectDir.Init = &feastdevv1alpha1.FeastInitOptions{}
+	case "git":
+		featureStore.Spec.FeastProjectDir.Git = &feastdevv1alpha1.GitCloneOptions{
+			URL: "https://example.com/feature-repo.git",
+		}
+	}
+	return featureStore
+}
+
+var _ = Describe("Packaged feature repository path validation", func() {
+	ctx := context.Background()
+	apiVersions := []struct {
+		name               string
+		id                 string
+		factory            packagedFeatureStoreFactory
+		conflictingFactory conflictingPackagedFeatureStoreFactory
+	}{
+		{
+			name:               "feast.dev/v1",
+			id:                 "v1",
+			factory:            newV1PackagedFeatureStore,
+			conflictingFactory: newV1ConflictingPackagedFeatureStore,
+		},
+		{
+			name:               "feast.dev/v1alpha1",
+			id:                 "v1alpha1",
+			factory:            newV1Alpha1PackagedFeatureStore,
+			conflictingFactory: newV1Alpha1ConflictingPackagedFeatureStore,
+		},
+	}
+
+	for _, apiVersion := range apiVersions {
+		apiVersion := apiVersion
+		Context(apiVersion.name, func() {
+			DescribeTable("accepts canonical absolute non-root paths",
+				func(nameSuffix, featureRepoPath string) {
+					featureStore := apiVersion.factory(
+						"packaged-"+apiVersion.id+"-"+nameSuffix,
+						featureRepoPath,
+					)
+					Expect(k8sClient.Create(ctx, featureStore)).To(Succeed())
+					Expect(k8sClient.Delete(ctx, featureStore)).To(Succeed())
+				},
+				Entry("standard", "standard", "/opt/feast/feature_repo"),
+				Entry("hidden component", "hidden", "/opt/.feast/feature_repo"),
+				Entry("dot in component", "dot-name", "/opt/feature_repo.v2"),
+			)
+
+			DescribeTable("rejects non-canonical, relative, or root paths",
+				func(nameSuffix, featureRepoPath string) {
+					featureStore := apiVersion.factory(
+						"packaged-"+apiVersion.id+"-"+nameSuffix,
+						featureRepoPath,
+					)
+					err := k8sClient.Create(ctx, featureStore)
+					Expect(err).To(HaveOccurred())
+					Expect(apierrors.IsInvalid(err)).To(BeTrue(), "expected invalid error, got %v", err)
+					Expect(strings.ToLower(err.Error())).To(ContainSubstring("canonical absolute, non-root path"))
+				},
+				Entry("relative", "relative", "opt/feast/feature_repo"),
+				Entry("root", "root", "/"),
+				Entry("parent collapses to root", "parent-root", "/opt/.."),
+				Entry("leading parent traversal", "leading-parent", "/../x"),
+				Entry("repeated separator", "repeated-separator", "/opt//feature_repo"),
+				Entry("current-directory component", "current-dir", "/opt/./feature_repo"),
+				Entry("trailing separator", "trailing-separator", "/opt/feature_repo/"),
+				Entry("nested traversal", "nested-traversal", "/a/../../etc"),
+				Entry("repeated root separator", "repeated-root", "//"),
+			)
+
+			DescribeTable("rejects packaged together with another project directory mode",
+				func(nameSuffix, conflictingMode string) {
+					featureStore := apiVersion.conflictingFactory(
+						"packaged-"+apiVersion.id+"-"+nameSuffix,
+						conflictingMode,
+					)
+					err := k8sClient.Create(ctx, featureStore)
+					Expect(err).To(HaveOccurred())
+					Expect(apierrors.IsInvalid(err)).To(BeTrue(), "expected invalid error, got %v", err)
+					Expect(err.Error()).To(ContainSubstring("One selection required between init, git, or packaged"))
+				},
+				Entry("init", "with-init", "init"),
+				Entry("git", "with-git", "git"),
+			)
+		})
+	}
+})
diff --git a/infra/feast-operator/test/api/featurestore_types_test.go b/infra/feast-operator/test/api/featurestore_types_test.go
index 00312e0fabb..9bb6ea72250 100644
--- a/infra/feast-operator/test/api/featurestore_types_test.go
+++ b/infra/feast-operator/test/api/featurestore_types_test.go
@@ -296,6 +296,13 @@ func authzConfigWithOidc(featureStore *feastdevv1.FeatureStore) *feastdevv1.Feat
 	return fsCopy
 }
 
+func authzConfigWithOidcJwksTunables(jwksCacheLifespanSeconds *int32, jwksRequestTimeoutSeconds *int32, featureStore *feastdevv1.FeatureStore) *feastdevv1.FeatureStore {
+	fsCopy := authzConfigWithOidc(featureStore)
+	fsCopy.Spec.AuthzConfig.OidcAuthz.JwksCacheLifespanSeconds = jwksCacheLifespanSeconds
+	fsCopy.Spec.AuthzConfig.OidcAuthz.JwksRequestTimeoutSeconds = jwksRequestTimeoutSeconds
+	return fsCopy
+}
+
 func onlineStoreWithDBPersistenceType(dbPersistenceType string, featureStore *feastdevv1.FeatureStore) *feastdevv1.FeatureStore {
 	fsCopy := featureStore.DeepCopy()
 	fsCopy.Spec.Services = &feastdevv1.FeatureStoreServices{
@@ -599,16 +606,25 @@ var _ = Describe("FeatureStore API", func() {
 	})
 	Context("When omitting the AuthzConfig PvcConfig", func() {
 		_, featurestore := initContext()
-		It("should keep an empty AuthzConfig", func() {
+		It("should default to Kubernetes AuthzConfig", func() {
 			resource := featurestore
 			services.ApplyDefaultsToStatus(resource)
-			Expect(resource.Status.Applied.AuthzConfig).To(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig).NotTo(BeNil())
+			Expect(resource.Status.Applied.AuthzConfig.KubernetesAuthz).NotTo(BeNil())
 		})
 	})
 	Context("When configuring the AuthzConfig", func() {
 		ctx, featurestore := initContext()
 		It("should fail when both kubernetes and oidc settings are given", func() {
-			attemptInvalidCreationAndAsserts(ctx, authzConfigWithOidc(authzConfigWithKubernetes(featurestore)), "One selection required between kubernetes or oidc")
+			attemptInvalidCreationAndAsserts(ctx, authzConfigWithOidc(authzConfigWithKubernetes(featurestore)), "One selection required between kubernetes, oidc, or noAuth")
+		})
+		It("should fail when the oidc JWKS cache lifespan is below one second", func() {
+			zero := int32(0)
+			attemptInvalidCreationAndAsserts(ctx, authzConfigWithOidcJwksTunables(&zero, nil, featurestore), "should be greater than or equal to 1")
+		})
+		It("should fail when the oidc JWKS request timeout is below one second", func() {
+			zero := int32(0)
+			attemptInvalidCreationAndAsserts(ctx, authzConfigWithOidcJwksTunables(nil, &zero, featurestore), "should be greater than or equal to 1")
 		})
 	})
 
diff --git a/infra/feast-operator/test/api/suite_test.go b/infra/feast-operator/test/api/suite_test.go
index 558068a7957..eef4718cf58 100644
--- a/infra/feast-operator/test/api/suite_test.go
+++ b/infra/feast-operator/test/api/suite_test.go
@@ -26,6 +26,7 @@ import (
 	. "github.com/onsi/gomega"
 
 	feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1"
+	feastdevv1alpha1 "github.com/feast-dev/feast/infra/feast-operator/api/v1alpha1"
 	"k8s.io/client-go/kubernetes/scheme"
 	"k8s.io/client-go/rest"
 	"sigs.k8s.io/controller-runtime/pkg/client"
@@ -73,6 +74,8 @@ var _ = BeforeSuite(func() {
 
 	err = feastdevv1.AddToScheme(scheme.Scheme)
 	Expect(err).NotTo(HaveOccurred())
+	err = feastdevv1alpha1.AddToScheme(scheme.Scheme)
+	Expect(err).NotTo(HaveOccurred())
 
 	// +kubebuilder:scaffold:scheme
 
diff --git a/infra/feast-operator/test/utils/test_util.go b/infra/feast-operator/test/utils/test_util.go
index dfb5a9f31fd..916eb9ee6b7 100644
--- a/infra/feast-operator/test/utils/test_util.go
+++ b/infra/feast-operator/test/utils/test_util.go
@@ -110,6 +110,32 @@ func CheckIfDeploymentExistsAndAvailable(namespace string, deploymentName string
 	}
 }
 
+// checkFeatureStoreReconcileError checks the FeatureStore CR status for reconciliation errors.
+// Returns an error with the failure reason if the CR is in a failed state, nil otherwise.
+func checkFeatureStoreReconcileError(namespace, featureStoreName string) error {
+	cmd := exec.Command("kubectl", "get", FeatureStoreResourceName, featureStoreName, "-n", namespace, "-o", "json")
+	var out, stderr bytes.Buffer
+	cmd.Stdout = &out
+	cmd.Stderr = &stderr
+
+	if err := cmd.Run(); err != nil {
+		return nil
+	}
+
+	var resource feastdevv1.FeatureStore
+	if err := json.Unmarshal(out.Bytes(), &resource); err != nil {
+		return nil
+	}
+
+	for _, condition := range resource.Status.Conditions {
+		if condition.Status == "False" {
+			return fmt.Errorf("FeatureStore %s has failed condition: type=%s reason=%s message=%s",
+				featureStoreName, condition.Type, condition.Reason, condition.Message)
+		}
+	}
+	return nil
+}
+
 // validates if a service account exists using the kubectl CLI.
 func checkIfServiceAccountExists(namespace, saName string) error {
 	cmd := exec.Command("kubectl", "get", "sa", saName, "-n", namespace)
@@ -176,6 +202,27 @@ func checkIfKubernetesServiceExists(namespace, serviceName string) error {
 	return nil
 }
 
+// validates if a CronJob exists using the kubectl CLI.
+func checkIfCronJobExists(namespace, cronJobName string) error {
+	cmd := exec.Command("kubectl", "get", "cronjob", cronJobName, "-n", namespace)
+
+	var out bytes.Buffer
+	var stderr bytes.Buffer
+	cmd.Stdout = &out
+	cmd.Stderr = &stderr
+
+	if err := cmd.Run(); err != nil {
+		return fmt.Errorf("failed to find CronJob %s in namespace %s. Error: %v. Stderr: %s",
+			cronJobName, namespace, err, stderr.String())
+	}
+
+	if !strings.Contains(out.String(), cronJobName) {
+		return fmt.Errorf("CronJob %s not found in namespace %s", cronJobName, namespace)
+	}
+
+	return nil
+}
+
 func isFeatureStoreHavingRemoteRegistry(namespace, featureStoreName string) (bool, error) {
 	timeout := 5 * time.Minute
 	interval := time.Second * 2 // Poll every 2 seconds
@@ -243,6 +290,12 @@ func validateTheFeatureStoreCustomResource(namespace string, featureStoreName st
 		"Error occurred while checking FeatureStore %s is having remote registry or not. \nError: %v\n",
 		featureStoreName, err))
 
+	By("Checking FeatureStore reconciliation status for early failures")
+	time.Sleep(15 * time.Second)
+	if reconcileErr := checkFeatureStoreReconcileError(namespace, featureStoreName); reconcileErr != nil {
+		Fail(fmt.Sprintf("FeatureStore reconciliation failed before deployment check: %v", reconcileErr))
+	}
+
 	k8sResourceNames := []string{feastResourceName}
 
 	if !hasRemoteRegistry {
@@ -252,6 +305,14 @@ func validateTheFeatureStoreCustomResource(namespace string, featureStoreName st
 	for _, deploymentName := range k8sResourceNames {
 		By(fmt.Sprintf("validate the feast deployment: %s is up and in availability state.", deploymentName))
 		err = CheckIfDeploymentExistsAndAvailable(namespace, deploymentName, timeout)
+		if err != nil {
+			if reconcileErr := checkFeatureStoreReconcileError(namespace, featureStoreName); reconcileErr != nil {
+				Fail(fmt.Sprintf(
+					"Deployment %s not available due to FeatureStore reconciliation error: %v",
+					deploymentName, reconcileErr,
+				))
+			}
+		}
 		Expect(err).ToNot(HaveOccurred(), fmt.Sprintf(
 			"Deployment %s is not available but expected to be available. \nError: %v\n",
 			deploymentName, err,
@@ -288,6 +349,14 @@ func validateTheFeatureStoreCustomResource(namespace string, featureStoreName st
 		fmt.Printf("kubernetes service %s is available\n", serviceName)
 	}
 
+	By(fmt.Sprintf("validate the feast CronJob: %s exists.", feastResourceName))
+	err = checkIfCronJobExists(namespace, feastResourceName)
+	Expect(err).ToNot(HaveOccurred(), fmt.Sprintf(
+		"CronJob %s does not exist in namespace %s. Error: %v",
+		feastResourceName, namespace, err,
+	))
+	fmt.Printf("CronJob %s exists in namespace %s\n", feastResourceName, namespace)
+
 	By(fmt.Sprintf("Checking FeatureStore customer resource: %s is in Ready Status.", featureStoreName))
 	err = checkIfFeatureStoreCustomResourceConditionsInReady(featureStoreName, namespace)
 	Expect(err).ToNot(HaveOccurred(), fmt.Sprintf(
diff --git a/infra/scripts/feature_server_docker_smoke.py b/infra/scripts/feature_server_docker_smoke.py
index c8b3b440b7f..801decac90c 100644
--- a/infra/scripts/feature_server_docker_smoke.py
+++ b/infra/scripts/feature_server_docker_smoke.py
@@ -16,6 +16,7 @@ def list_projects(self, allow_cache=True, tags=None):
 class _FakeStore:
     def __init__(self):
         self.config = SimpleNamespace()
+        self.project = "smoke_test"
         self.registry = _FakeRegistry()
         self._provider = SimpleNamespace(
             async_supported=SimpleNamespace(
@@ -32,6 +33,9 @@ async def initialize(self):
     def refresh_registry(self):
         return None
 
+    def list_feature_views(self):
+        return []
+
     async def close(self):
         return None
 
diff --git a/infra/templates/README.md.jinja2 b/infra/templates/README.md.jinja2
index ccaadc29ff0..2c92401f83d 100644
--- a/infra/templates/README.md.jinja2
+++ b/infra/templates/README.md.jinja2
@@ -17,7 +17,7 @@
 
 
 ## Join us on Slack!
-👋👋👋 [Come say hi on Slack!](https://communityinviter.com/apps/feastopensource/feast-the-open-source-feature-store)
+👋👋👋 [Come say hi on Slack!](https://slack.feast.dev/)
 
 [Check out our DeepWiki!](https://deepwiki.com/feast-dev/feast)
 
diff --git a/infra/website/docs/blog/feast-agents-mcp.md b/infra/website/docs/blog/feast-agents-mcp.md
index 5678cd5a578..bfa46ee8b02 100644
--- a/infra/website/docs/blog/feast-agents-mcp.md
+++ b/infra/website/docs/blog/feast-agents-mcp.md
@@ -51,7 +51,7 @@ feature_server:
   mcp_server_version: "1.0.0"
 ```
 
-Once enabled, any MCP-compatible agent -- whether built with LangChain, LlamaIndex, CrewAI, AutoGen, or a custom framework -- can connect to `http://your-feast-server/mcp` and discover available tools like `get-online-features` for entity-based retrieval, `retrieve-online-documents` for vector similarity search, and `write-to-online-store` for persisting agent state.
+Once enabled, any MCP-compatible agent -- whether built with LangChain, LlamaIndex, CrewAI, AutoGen, or a custom framework -- can connect to `http://your-feast-server/mcp` and discover available tools like `get-online-features` for entity-based retrieval, `search` for vector similarity search, `vector_store_search` for OpenAI-compatible text search, and `write-to-online-store` for persisting agent state.
 
 ## A Concrete Example: Customer-Support Agent with Memory
 
@@ -338,7 +338,7 @@ export OPENAI_BASE_URL="http://localhost:11434/v1"
 export LLM_MODEL="llama3.1:8b"
 ./run_demo.sh
 
-# Any OpenAI-compatible provider (Azure, vLLM, LiteLLM, etc.)
+# Any OpenAI-compatible provider (Azure, vLLM, etc.)
 export OPENAI_API_KEY="your-key"  # pragma: allowlist secret
 export OPENAI_BASE_URL="https://your-endpoint/v1"
 export LLM_MODEL="your-model"
diff --git a/infra/website/docs/blog/feast-openai-compatible-api.md b/infra/website/docs/blog/feast-openai-compatible-api.md
new file mode 100644
index 00000000000..f228836afd6
--- /dev/null
+++ b/infra/website/docs/blog/feast-openai-compatible-api.md
@@ -0,0 +1,364 @@
+---
+title: "Using Feast's OpenAI Compatible Search API"
+description: "Feast now exposes an OpenAI-compatible vector store search endpoint. Send a plain text query, get results back in the standard OpenAI format. No client-side embeddings required."
+date: 2026-07-07
+authors: ["Chaitanya Patel", "Nikhil Kathole"]
+---
+
+<div class="hero-image">
+  <img src="/images/blog/feast-openai-compat-flow.png" alt="Sequence diagram showing a client sending a text query to Feast, which embeds and searches server-side" loading="lazy">
+</div>
+
+If you've tried to connect an AI agent to Feast's vector search, you've probably hit this wall: the agent needs to search your feature store, but Feast expects a raw embedding vector. The agent doesn't have one. It has a question in English.
+
+Until now, the workaround was ugly. You'd call an embedding provider (OpenAI, Ollama, whatever) to turn the text into a float array, then pass that array to Feast's vector search endpoint (`POST /search`, formerly `retrieve-online-documents`). Every client had to know both APIs, carry both sets of credentials, and run glue code whose only job was bridging the gap.
+
+Feast now has a new endpoint: `POST /v1/vector_stores/{vector_store_id}/search`. It follows the [OpenAI Vector Store Search API](https://platform.openai.com/docs/api-reference/vector-stores-search) format, including proper `vs_{hash}` identifiers for vector stores. You send text, Feast handles the embedding internally, and you get results back in the same JSON shape that OpenAI returns. No float arrays, no extra SDK.
+
+Each feature view with vector search enabled gets a deterministic `vs_` identifier (e.g. `vs_a1b2c3d4e5f6...`). Discover them via `GET /v1/vector_stores`.
+
+## The two-API tax
+
+Here's what searching Feast looked like before:
+
+```python
+import openai
+import requests
+
+# Step 1: Call the embedding provider yourself
+embed_response = openai.embeddings.create(
+    model="text-embedding-3-small",
+    input="wireless noise-cancelling headphones"
+)
+query_vector = embed_response.data[0].embedding  # 1536 floats
+
+# Step 2: Call Feast's proprietary API with the raw vector
+result = requests.post("http://feast-server:6566/search", json={
+    "features": [
+        "product_catalog:vector",
+        "product_catalog:name",
+        "product_catalog:description",
+        "product_catalog:price",
+    ],
+    "query": query_vector,
+    "top_k": 5,
+    "api_version": 2,
+})
+```
+
+This works fine. But it has costs that add up:
+
+- Every service calling Feast needs an embedding SDK, an API key, and logic to handle the embedding call. Five microservices means five places managing embedding credentials.
+- LLM agents can't use it. They discover tools through MCP or function calling, and they know how to call OpenAI-shaped endpoints. They don't know how to compute embeddings and pass raw float arrays to a custom API.
+- The embedding model becomes a client-side decision. Different clients might use different models or versions, which means inconsistent search results against the same vector store.
+- Feast's filter syntax is its own format. Not something an agent framework knows out of the box.
+
+## One endpoint, standard format
+
+With the new endpoint, that same search looks like this:
+
+```python
+import requests
+
+# First, discover your vector store IDs
+stores = requests.get("http://feast-server:6566/v1/vector_stores").json()
+vs_id = stores["data"][0]["id"]  # e.g. "vs_a1b2c3d4e5f6..."
+
+# Then search using the vs_ identifier
+result = requests.post(
+    f"http://feast-server:6566/v1/vector_stores/{vs_id}/search",
+    json={
+        "query": "wireless noise-cancelling headphones",
+        "max_num_results": 5,
+    },
+)
+```
+
+No embedding SDK. No raw vectors. The request and response match OpenAI's format, so anything that already talks to OpenAI can talk to Feast.
+
+### What happens under the hood
+
+When Feast receives this request, it:
+
+1. Embeds the query server-side using the model configured in `feature_store.yaml` (via [Sentence Transformers](https://www.sbert.net/) for local inference — no external API key required).
+2. Runs vector similarity search against the feature view's online store (Postgres/pgvector, Milvus, Elasticsearch, SQLite, or whatever backend you've configured).
+3. Applies filters if you provided any, using string equality, numeric comparisons, or compound AND/OR conditions in the OpenAI filter format.
+4. Returns results in OpenAI's `vector_store.search_results.page` format.
+
+Because the embedding model is a server-side configuration, every client gets consistent results. No more worrying about whether service A is using `text-embedding-3-small` while service B accidentally stuck with `ada-002`.
+
+## Setting it up
+
+### Step 1: Configure the embedding model
+
+Add an `embedding_model` section to your `feature_store.yaml`:
+
+```yaml
+project: my_project
+registry: data/registry.db
+provider: local
+
+online_store:
+  type: postgres
+  host: localhost
+  port: 5432
+  database: feast
+  user: feast
+  password: ${DB_PASSWORD}
+  pgvector_enabled: true
+  vector_len: 384
+  enable_openai_compatible_store: true
+
+embedding_model:
+  provider: sentence_transformers   # default; can be omitted
+  model: all-MiniLM-L6-v2
+```
+
+Feast uses [Sentence Transformers](https://www.sbert.net/) for embedding, so everything runs locally — no external API key required. You can use any HuggingFace model compatible with `SentenceTransformer`:
+
+```yaml
+# Default — lightweight, fast
+embedding_model:
+  model: all-MiniLM-L6-v2
+
+# Higher quality, larger model
+embedding_model:
+  model: BAAI/bge-small-en-v1.5
+```
+
+### Step 2: Define a feature view with vector search
+
+```python
+from feast import Entity, FeatureView, Field
+from feast.types import Array, Float32, String, Float64, Int64
+from datetime import timedelta
+
+product = Entity(name="product_id", join_keys=["product_id"])
+
+product_catalog = FeatureView(
+    name="product_catalog",
+    entities=[product],
+    schema=[
+        Field(
+            name="vector",
+            dtype=Array(Float32),
+            vector_index=True,
+            vector_search_metric="COSINE",
+        ),
+        Field(name="name", dtype=String),
+        Field(name="description", dtype=String),
+        Field(name="category", dtype=String),
+        Field(name="price", dtype=Float64),
+        Field(name="rating", dtype=Float64),
+    ],
+    source=product_source,
+    ttl=timedelta(days=7),
+)
+```
+
+### Step 3: Apply, load data, and serve
+
+```bash
+feast apply
+feast serve
+```
+
+### Step 4: Discover your vector store ID
+
+```bash
+curl http://localhost:6566/v1/vector_stores
+```
+
+```json
+{
+  "object": "list",
+  "data": [
+    {
+      "id": "vs_a1b2c3d4e5f6a1b2c3d4e5f6",
+      "object": "vector_store",
+      "name": "product_catalog",
+      "status": "completed",
+      "created_at": 1717200000
+    }
+  ]
+}
+```
+
+### Step 5: Search
+
+```bash
+curl -X POST http://localhost:6566/v1/vector_stores/vs_a1b2c3d4e5f6a1b2c3d4e5f6/search \
+  -H "Content-Type: application/json" \
+  -d '{
+    "query": "wireless noise-cancelling headphones",
+    "max_num_results": 3
+  }'
+```
+
+Response:
+
+```json
+{
+  "object": "vector_store.search_results.page",
+  "search_query": ["wireless noise-cancelling headphones"],
+  "data": [
+    {
+      "file_id": "vs_a1b2c3d4e5f6a1b2c3d4e5f6_42",
+      "filename": "vs_a1b2c3d4e5f6a1b2c3d4e5f6",
+      "score": 0.92,
+      "attributes": {
+        "name": "Sony WH-1000XM5",
+        "description": "Premium wireless noise-cancelling headphones",
+        "category": "Electronics",
+        "price": 349.99,
+        "rating": 4.8
+      },
+      "content": [
+        {"type": "text", "text": "Sony WH-1000XM5"},
+        {"type": "text", "text": "Premium wireless noise-cancelling headphones"},
+        {"type": "text", "text": "Electronics"}
+      ]
+    }
+  ],
+  "has_more": false,
+  "next_page": null
+}
+```
+
+The response follows OpenAI's `vector_store.search_results.page` schema. Any client that already parses OpenAI search results can parse this without changes.
+
+## Filtering
+
+The endpoint supports OpenAI-style filters for narrowing results beyond vector similarity. Filters work on the metadata stored alongside your vectors.
+
+### String filters
+
+```json
+{
+  "query": "running shoes",
+  "max_num_results": 5,
+  "filters": {
+    "type": "eq",
+    "key": "category",
+    "value": "Footwear"
+  }
+}
+```
+
+### Numeric filters
+
+```json
+{
+  "query": "budget laptop",
+  "max_num_results": 5,
+  "filters": {
+    "type": "lt",
+    "key": "price",
+    "value": 500.0
+  }
+}
+```
+
+### Compound filters (AND / OR)
+
+```json
+{
+  "query": "wireless earbuds",
+  "max_num_results": 5,
+  "filters": {
+    "type": "and",
+    "filters": [
+      {"type": "eq", "key": "category", "value": "Electronics"},
+      {"type": "gte", "key": "rating", "value": 4.5},
+      {"type": "lt", "key": "price", "value": 200.0}
+    ]
+  }
+}
+```
+
+Comparison operators: `eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`. Compound operators: `and`, `or`. These nest to arbitrary depth.
+
+Numeric and boolean filters require the `enable_openai_compatible_store` flag in your online store config, plus a `feast apply` to add the `value_num` column to existing tables. String filters work on all existing schemas without migration.
+
+## What this means for AI agents
+
+We built this with agents in mind. When Feast added [MCP support](./feast-agents-mcp) earlier this year, agents could discover and call Feast tools dynamically. But vector search still had this gap where the agent needed to produce a float array. LLMs can't do that.
+
+Now the search tool is just text in, structured results out. An agent calls it the same way it calls any other OpenAI-compatible service. The feature server currently exposes these tools:
+
+| Capability | Endpoint | What it does |
+|---|---|---|
+| Structured feature lookup | `get-online-features` | Get customer profiles, account data, etc. |
+| Vector search | `search` | Search with a pre-computed embedding vector (or text via `api_version: 2`) |
+| List vector stores | `GET /v1/vector_stores` | Discover available vector stores and their `vs_` IDs |
+| Get vector store | `GET /v1/vector_stores/{id}` | Get metadata for a specific vector store |
+| Vector search (OpenAI format) | `POST /v1/vector_stores/{id}/search` | Search with plain text, embedding handled server-side |
+| Write features / memory | `write-to-online-store` | Persist agent state, update features |
+
+`POST /retrieve-online-documents` remains available as a deprecated alias for `POST /search`.
+
+That last row is what this post is about. Before it existed, agents could read structured features and write state back, but they couldn't search vectors without help from glue code.
+
+## What this is, and what it isn't
+
+This makes Feast's vector search speak OpenAI's protocol. It doesn't turn Feast into a general purpose OpenAI-compatible vector database.
+
+| Works today | Not yet |
+|---|---|
+| `GET /v1/vector_stores` (list) | Creating vector stores via the API |
+| `GET /v1/vector_stores/{id}` (get) | |
+| `POST /v1/vector_stores/{id}/search` | |
+| Plain text queries with server-side embedding | Client-provided embedding vectors on this endpoint |
+| OpenAI-format filters (string, numeric, compound) | `ranking_options.score_threshold`, `ranking_options.ranker`, `rewrite_query: true` (rejected with 422) |
+| All Feast online store backends | Standalone `/v1/embeddings` endpoint |
+
+Feature views are still defined in Python and managed through `feast apply`. Data is still ingested through Feast's existing write paths. The OpenAI-compatible layer is a read API that gives standard access to what's already in your feature store.
+
+## Deploying on Kubernetes
+
+Below is an example Kubernetes setup that deploys the feature server with Sentence Transformers for local embedding:
+
+```yaml
+# configmap.yaml (embedding model section)
+embedding_model:
+  provider: sentence_transformers
+  model: all-MiniLM-L6-v2
+```
+
+```yaml
+# deployment.yaml
+containers:
+  - name: feast-server
+    command: ["feast", "serve", "-h", "0.0.0.0", "-p", "6566"]
+    ports:
+      - containerPort: 6566
+```
+
+With this setup, embedding happens in-cluster. Nothing leaves your network.
+
+## Try it yourself
+
+```bash
+# Install Feast with Sentence Transformers support
+pip install feast sentence-transformers
+```
+
+Configure your `feature_store.yaml` with an `embedding_model` section, define a feature view with vector search enabled, run `feast apply`, load your data, start the server with `feast serve`, and search:
+
+```bash
+# Discover your vector store IDs
+curl -s http://localhost:6566/v1/vector_stores | python -m json.tool
+
+# Search using the vs_ identifier from the list response
+curl -s http://localhost:6566/v1/vector_stores/YOUR_VS_ID/search \
+  -H "Content-Type: application/json" \
+  -d '{"query": "your search query", "max_num_results": 5}' | python -m json.tool
+```
+
+## What's next
+
+Next on the list: wiring up `ranking_options` and `rewrite_query` so they actually do something (right now they're accepted but ignored). We also want a standalone `/v1/embeddings` endpoint for clients that just need embeddings, and eventually the ability to create feature views through the OpenAI vector store API instead of requiring Python + `feast apply`.
+
+## Join the conversation
+
+If you're using this or have thoughts on what the OpenAI-compatible layer should support next, come find us on [Slack](https://slack.feast.dev/) or [GitHub](https://github.com/feast-dev/feast).
diff --git a/infra/website/public/images/blog/feast-openai-compat-flow.png b/infra/website/public/images/blog/feast-openai-compat-flow.png
new file mode 100644
index 00000000000..c7dcac8a5ed
Binary files /dev/null and b/infra/website/public/images/blog/feast-openai-compat-flow.png differ
diff --git a/java/pom.xml b/java/pom.xml
index bdb8978974f..017b1ae874d 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -35,7 +35,7 @@
     </modules>
 
     <properties>
-        <revision>0.65.0</revision>
+        <revision>0.66.0</revision>
         <github.url>https://github.com/feast-dev/feast</github.url>
 
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
diff --git a/pixi.lock b/pixi.lock
index a7c7d4a852f..427c5a73fe2 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,17 +1,31 @@
-version: 6
+version: 7
+platforms:
+- name: linux-64
+  virtual-packages:
+  - __unix=0=0
+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=x86_64
+- name: osx-64
+  virtual-packages:
+  - __unix=0=0
+  - __osx=13.0
+  - __archspec=0=x86_64
+- name: osx-arm64
+  virtual-packages:
+  - __unix=0=0
+  - __osx=13.0
+  - __archspec=0=m1
 environments:
   default:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.1-hecca717_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
@@ -25,77 +39,80 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.3-h35e630c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.6-habeac84_100_cp314.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
-      - pypi: https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
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-  sha256: d5a7fdfde5022f5000c8e6565db954580d19a8aa497ef80875f461e4546ed182
-  requires_python: '>=3.8'
-- pypi: https://files.pythonhosted.org/packages/8e/37/f3439475537ca4c59e9b8cbc2b934672d1965b13b6e5fb32b1796c76e517/xxhash-3.8.0-cp310-cp310-macosx_11_0_arm64.whl
-  name: xxhash
-  version: 3.8.0
-  sha256: d211cfa927a107df09359d1f31070883a11121ddc88fd6dd27eda3a497a88f3d
-  requires_python: '>=3.8'
-- pypi: https://files.pythonhosted.org/packages/02/ad/0b9cc9f38a7324a7eb1d80f834eaa5283d17e9271bbda3186e598dddaeac/yarl-1.24.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-  name: yarl
-  version: 1.24.2
-  sha256: f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90
+  - sphinx ; extra == 'docs'
+  - furo ; extra == 'docs'
+  - objgraph ; extra == 'test'
+  - psutil ; extra == 'test'
+  - setuptools ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f6/f0/10642828a8dfb741e5f3fbaac830550a518a775c7fff6f04a007259b0548/py-1.11.0-py2.py3-none-any.whl
+  name: py
+  version: 1.11.0
+  sha256: 607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*'
+- pypi: https://files.pythonhosted.org/packages/f7/11/402295b388dd35861007f8a26a37c2e2f284212d57bdf407c31f36043746/grpcio-1.81.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: grpcio
+  version: 1.81.1
+  sha256: ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399
   requires_dist:
-  - idna>=2.0
-  - multidict>=4.0
-  - propcache>=0.2.1
+  - typing-extensions~=4.12
+  - grpcio-tools>=1.81.1 ; extra == 'protobuf'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/48/41/7daafb32dd7562bf45b1ce56562e7e1a9146f6479b6456873eb8a3413c40/yarl-1.24.2-cp310-cp310-macosx_10_9_x86_64.whl
-  name: yarl
-  version: 1.24.2
-  sha256: 7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0
+- pypi: https://files.pythonhosted.org/packages/f7/1f/4e5f8770c2cf4faa2c3ed3c19f9d4485ac9db0a6b029a7866921709bdc6c/uvicorn_worker-0.3.0-py3-none-any.whl
+  name: uvicorn-worker
+  version: 0.3.0
+  sha256: ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
   requires_dist:
-  - idna>=2.0
-  - multidict>=4.0
-  - propcache>=0.2.1
+  - gunicorn>=20.1.0
+  - uvicorn>=0.15.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/f7/97/a5accde175dee985311d949cfcb1249dcbb290f5ec83c994ea733311948f/google_crc32c-1.8.0-cp310-cp310-macosx_12_0_x86_64.whl
+  name: google-crc32c
+  version: 1.8.0
+  sha256: 119fcd90c57c89f30040b47c211acee231b25a45d225e3225294386f5d258288
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fa/7f/5ce020168cf0439041526e95aa068c722c016aee21624e331aeabeee2e8e/msgpack-1.2.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: msgpack
+  version: 1.2.1
+  sha256: 83efa1c898e0fc5380fc0cabbf75164c52e3b5cbb45973710d75821928380c73
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/a8/8f/7b3ec212f1ea0683f55f978e3246bc313c38818664edfc97a9f349a4901e/yarl-1.24.2-cp310-cp310-macosx_11_0_arm64.whl
-  name: yarl
-  version: 1.24.2
-  sha256: 15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75
+- pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+  name: toolz
+  version: 1.1.0
+  sha256: 15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
+  name: aiosignal
+  version: 1.4.0
+  sha256: 053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
   requires_dist:
-  - idna>=2.0
-  - multidict>=4.0
-  - propcache>=0.2.1
+  - frozenlist>=1.1.0
+  - typing-extensions>=4.2 ; python_full_version < '3.13'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl
+  name: click
+  version: 8.4.2
+  sha256: e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/3a/13/547360d81e6d88d58492968ffda9f9542854f11310ee556fef14260cc886/zipp-4.1.0-py3-none-any.whl
-  name: zipp
-  version: 4.1.0
-  sha256: 25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f
+- pypi: https://files.pythonhosted.org/packages/fc/97/e4a2eb5a8ec5cd3c2a0615a2f15f0afca89ac039229599b9ed0c0ed28e5e/sqlalchemy-2.0.51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: sqlalchemy
+  version: 2.0.51
+  sha256: 2e54ff2dd657f2e3e0fbf2b097db1182f7bfea263eca4353f00065bae2a67c3d
   requires_dist:
-  - pytest>=6,!=8.1.* ; extra == 'test'
-  - jaraco-itertools ; extra == 'test'
-  - jaraco-functools ; extra == 'test'
-  - more-itertools ; extra == 'test'
-  - big-o ; extra == 'test'
-  - pytest-ignore-flaky ; extra == 'test'
-  - jaraco-test ; extra == 'test'
-  - sphinx>=3.5 ; extra == 'doc'
-  - jaraco-packaging>=9.3 ; extra == 'doc'
-  - rst-linker>=1.9 ; extra == 'doc'
-  - furo ; extra == 'doc'
-  - sphinx-lint ; extra == 'doc'
-  - jaraco-tidelift>=1.4 ; extra == 'doc'
-  - pytest-checkdocs>=2.14 ; extra == 'check'
-  - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
-  - pytest-cov ; extra == 'cover'
-  - pytest-enabler>=3.4 ; extra == 'enabler'
-  - pytest-mypy>=1.0.1 ; platform_python_implementation != 'PyPy' and extra == 'type'
+  - importlib-metadata ; python_full_version < '3.8'
+  - greenlet>=1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'
+  - typing-extensions>=4.6.0
+  - greenlet>=1 ; extra == 'asyncio'
+  - mypy>=0.910 ; extra == 'mypy'
+  - pyodbc ; extra == 'mssql'
+  - pymssql ; extra == 'mssql-pymssql'
+  - pyodbc ; extra == 'mssql-pyodbc'
+  - mysqlclient>=1.4.0 ; extra == 'mysql'
+  - mysql-connector-python ; extra == 'mysql-connector'
+  - mariadb>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10 ; extra == 'mariadb-connector'
+  - cx-oracle>=8 ; extra == 'oracle'
+  - oracledb>=1.0.1 ; extra == 'oracle-oracledb'
+  - psycopg2>=2.7 ; extra == 'postgresql'
+  - pg8000>=1.29.1 ; extra == 'postgresql-pg8000'
+  - greenlet>=1 ; extra == 'postgresql-asyncpg'
+  - asyncpg ; extra == 'postgresql-asyncpg'
+  - psycopg2-binary ; extra == 'postgresql-psycopg2binary'
+  - psycopg2cffi ; extra == 'postgresql-psycopg2cffi'
+  - psycopg>=3.0.7 ; extra == 'postgresql-psycopg'
+  - psycopg[binary]>=3.0.7 ; extra == 'postgresql-psycopgbinary'
+  - pymysql ; extra == 'pymysql'
+  - greenlet>=1 ; extra == 'aiomysql'
+  - aiomysql>=0.2.0 ; extra == 'aiomysql'
+  - greenlet>=1 ; extra == 'aioodbc'
+  - aioodbc ; extra == 'aioodbc'
+  - greenlet>=1 ; extra == 'asyncmy'
+  - asyncmy>=0.2.3,!=0.2.4,!=0.2.6 ; extra == 'asyncmy'
+  - greenlet>=1 ; extra == 'aiosqlite'
+  - aiosqlite ; extra == 'aiosqlite'
+  - typing-extensions!=3.10.0.1 ; extra == 'aiosqlite'
+  - sqlcipher3-binary ; extra == 'sqlcipher'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/fc/a3/d936e8b53edd9684100a6aefaf3fcabaa54728fe33324436c8d279c047aa/coverage-7.15.2-cp310-cp310-macosx_11_0_arm64.whl
+  name: coverage
+  version: 7.15.2
+  sha256: 44826758cfe73fcd0e6af5deb4ba6d5417cc1d13df3acb35c93484a11160f846
+  requires_dist:
+  - tomli ; python_full_version <= '3.11' and extra == 'toml'
   requires_python: '>=3.10'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
-  sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7
-  md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls: []
-  size: 601375
-  timestamp: 1764777111296
-- conda: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.7-h3eecb57_6.conda
-  sha256: 47101a4055a70a4876ffc87b750ab2287b67eca793f21c8224be5e1ee6394d3f
-  md5: 727109b184d680772e3122f40136d5ca
-  depends:
-  - __osx >=10.13
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls: []
-  size: 528148
-  timestamp: 1764777156963
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
-  sha256: 9485ba49e8f47d2b597dd399e88f4802e100851b27c21d7525625b0b4025a5d9
-  md5: ab136e4c34e97f34fb621d2592a393d8
-  depends:
-  - __osx >=11.0
-  - libzlib >=1.3.1,<2.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls: []
-  size: 433413
-  timestamp: 1764777166076
+- pypi: https://files.pythonhosted.org/packages/fd/7b/122376b1fd3c62c1ed9dc80c931ace4844b3c55407b6fb2d199377c9736f/pydantic-2.13.4-py3-none-any.whl
+  name: pydantic
+  version: 2.13.4
+  sha256: 45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba
+  requires_dist:
+  - annotated-types>=0.6.0
+  - pydantic-core==2.46.4
+  - typing-extensions>=4.14.1
+  - typing-inspection>=0.4.2
+  - email-validator>=2.0.0 ; extra == 'email'
+  - tzdata ; python_full_version >= '3.9' and sys_platform == 'win32' and extra == 'timezone'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fe/ba/e2081de779ca30d473f21f5b30e0e737c438205440784c7dfc81efc2b029/async_timeout-5.0.1-py3-none-any.whl
+  name: async-timeout
+  version: 5.0.1
+  sha256: 39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c
+  requires_python: '>=3.8'
diff --git a/protos/feast/core/DataSource.proto b/protos/feast/core/DataSource.proto
index fe04e9ffc3e..8ea19cebf24 100644
--- a/protos/feast/core/DataSource.proto
+++ b/protos/feast/core/DataSource.proto
@@ -28,8 +28,38 @@ import "feast/core/DataFormat.proto";
 import "feast/types/Value.proto";
 import "feast/core/Feature.proto";
 
+// Connection reference for a DataSource.
+// Combines connection type, credential resolution, and non-sensitive
+// connection parameters into a single reusable reference.
+// Allows DataSources to declare their full connection identity — which
+// backend to use, how to authenticate, and where to connect — independent
+// of the global offline_store config in feature_store.yaml.
+message ConnectionRef {
+  // Credential provider type: "kubernetes", "vault", "aws-secrets-manager",
+  // "gcp-secret-manager", "azure-key-vault", "env".
+  string provider = 1;
+
+  // Provider-specific name: K8s Secret name, Vault path, env var prefix, etc.
+  string name = 2;
+
+  // Optional scope qualifier: K8s namespace, Vault mount, AWS region, etc.
+  string namespace = 3;
+
+  // Optional offline store class type (e.g., "snowflake.offline", "bigquery",
+  // "spark", "iceberg-rest"). When empty, inferred from the DataSource class.
+  string connection_type = 4;
+
+  // Optional authentication mechanism: "secret", "oauth2", "basic", "sigv4".
+  // Defaults to "secret" (raw key-value credentials from provider).
+  string auth_type = 5;
+
+  // Optional non-sensitive connection parameters (e.g., account, database,
+  // warehouse, endpoint URI). Keys and values are backend-specific.
+  map<string, string> params = 6;
+}
+
 // Defines a Data Source that can be used source Feature data
-// Next available id: 29
+// Next available id: 30
 message DataSource {
   // Field indexes should *not* be reused. Not sure if fields 6-10 were used previously or not,
   // but they are going to be reserved for backwards compatibility.
@@ -95,6 +125,13 @@ message DataSource {
   // Optional batch source for streaming sources for historical features and materialization.
   DataSource batch_source = 26;
 
+  // Optional connection reference for this data source.
+  // When set, OfflineStores resolve connection type and credentials at
+  // runtime via the registered CredentialProvider instead of using ambient
+  // env vars or the global offline_store config in feature_store.yaml.
+  // All fields except provider and name are optional.
+  ConnectionRef connection_ref = 29;
+
   SourceMeta meta = 50;
 
   message SourceMeta {
diff --git a/protos/feast/core/SavedDataset.proto b/protos/feast/core/SavedDataset.proto
index 111548aa480..c4a65accd36 100644
--- a/protos/feast/core/SavedDataset.proto
+++ b/protos/feast/core/SavedDataset.proto
@@ -48,6 +48,19 @@ message SavedDatasetSpec {
 
   // User defined metadata
   map<string, string> tags = 7;
+
+  // Optional logical namespace for hierarchical grouping.
+  // Maps to the top-level prefix in Iceberg REST Catalog API.
+  // Empty string means not set (no namespace scoping).
+  string namespace = 9;
+
+  // Optional sub-grouping within a namespace.
+  // Maps to the namespace level in Iceberg REST Catalog API.
+  // Empty string means not set (dataset sits directly under namespace).
+  string collection = 10;
+
+  // Description of the saved dataset.
+  string description = 11;
 }
 
 message SavedDatasetStorage {
diff --git a/protos/feast/registry/RegistryServer.proto b/protos/feast/registry/RegistryServer.proto
index cd60d47939f..2906e8a80b5 100644
--- a/protos/feast/registry/RegistryServer.proto
+++ b/protos/feast/registry/RegistryServer.proto
@@ -417,6 +417,10 @@ message ListSavedDatasetsRequest {
     map<string,string> tags = 3;
     PaginationParams pagination = 4;
     SortingParams sorting = 5;
+    // Optional logical namespace filter. Empty string means no filter.
+    string namespace = 6;
+    // Optional collection filter. Empty string means no filter.
+    string collection = 7;
 }
 
 message ListSavedDatasetsResponse {
diff --git a/pyproject.toml b/pyproject.toml
index 2ce3d5130e5..c10ea8d5fd2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,14 +36,16 @@ dependencies = [
     "typeguard>=4.0.0",
     "fastapi>=0.68.0",
     "starlette>=1.0.1",
-    "uvicorn[standard]>=0.30.6,<=0.34.0",
+    "uvicorn[standard]>=0.30.6",
     "uvicorn-worker",
     "gunicorn; platform_system != 'Windows'",
     "dask[dataframe]>=2024.2.1",
     "prometheus_client>=0.20.0,<0.25.0",
     "psutil",
     "bigtree>=0.19.2",
-    "pyjwt",
+    # >=2.13 for PyJWKClient's JWK-set cache surviving transient fetch
+    # failures; the OIDC token parser reuses one client and relies on it.
+    "pyjwt>=2.13.0",
 ]
 
 [project.optional-dependencies]
@@ -56,7 +58,7 @@ azure = [
     "azure-identity>=1.6.1",
     "SQLAlchemy>=1.4.19",
     "pyodbc>=4.0.30",
-    "pymssql<2.3.3"
+    "pymssql>=2.3.6"
 ]
 cassandra = ["cassandra-driver>=3.26.0,<4"]
 clickhouse = ["clickhouse-connect>=0.7.19"]
@@ -84,6 +86,7 @@ grpcio = [
     "grpcio-reflection>=1.56.2",
     "grpcio-health-checking>=1.56.2",
 ]
+remote = ["grpcio>=1.56.2"]
 hazelcast = ["hazelcast-python-client>=5.1"]
 hbase = ["happybase>=1.2.0,<3"]
 ibis = [
@@ -139,7 +142,7 @@ snowflake = [
     "snowflake-connector-python[pandas]>=3.7,<5",
 ]
 sqlite_vec = ["sqlite-vec==v0.1.6"]
-mcp = ["fastapi_mcp"]
+mcp = ["fastapi_mcp", "mcp>=1.0,<2"]
 mlflow = ["mlflow>=2.10.0"]
 
 dbt = ["dbt-artifacts-parser"]
@@ -262,6 +265,10 @@ line-length = 88
 target-version = "py310"
 include = ["*.py", "*.pyi"]
 
+[tool.ruff.lint]
+# Keep on using old default rules: https://astral.sh/blog/ruff-v0.16.0
+select = ["E4", "E7", "E9", "F"]
+
 [tool.ruff.format]
 # exclude a few common directories in the root of the project
 exclude = [
@@ -317,7 +324,8 @@ python = "~=3.10.0"
 feast = { path = ".", editable = true, extras = ["duckdb", "delta", "grpcio", "test"] }
 
 [tool.pixi.feature.duckdb-tests.tasks]
-test = { cmd = "python -m pytest -n 8 --integration -m 'not ray_offline_stores_only' --ignore=sdk/python/tests/integration/offline_store/test_dqm_validation.py sdk/python/tests/integration/offline_store", env = { PYTHONPATH = ".", FULL_REPO_CONFIGS_MODULE = "sdk.python.tests.universal.feature_repos.duckdb_repo_configuration", FEAST_IS_LOCAL_TEST = "True" } }
+install-delta-extension = "python -c \"import duckdb; duckdb.connect().install_extension('delta')\""
+test = { depends-on = ["install-delta-extension"], cmd = "python -m pytest -n 8 --integration -m 'not ray_offline_stores_only' --ignore=sdk/python/tests/integration/offline_store/test_dqm_validation.py sdk/python/tests/integration/offline_store", env = { PYTHONPATH = ".", FULL_REPO_CONFIGS_MODULE = "sdk.python.tests.universal.feature_repos.duckdb_repo_configuration", FEAST_IS_LOCAL_TEST = "True" } }
 
 [tool.pixi.feature.ray-tests.pypi-dependencies]
 feast = { path = ".", editable = true, extras = ["ray", "grpcio", "test"] }
diff --git a/sdk/python/feast/__init__.py b/sdk/python/feast/__init__.py
index 30925e9fc4a..7be72ea6c86 100644
--- a/sdk/python/feast/__init__.py
+++ b/sdk/python/feast/__init__.py
@@ -19,13 +19,21 @@
 from .data_source import KafkaSource, KinesisSource, PushSource, RequestSource
 from .dataframe import DataFrameEngine, FeastDataFrame
 from .doc_embedder import DocEmbedder, SchemaTransformFn
-from .embedder import BaseEmbedder, EmbeddingConfig, MultiModalEmbedder
+from .embedder import (
+    BaseEmbedder,
+    EmbeddingConfig,
+    EmbeddingProvider,
+    MultiModalEmbedder,
+    SentenceTransformersEmbeddingProvider,
+    get_embedding_provider,
+)
 from .entity import Entity
 from .feature import Feature
 from .feature_service import FeatureService
 from .feature_store import FeatureStore
 from .feature_view import FeatureView, FeatureViewState
 from .field import Field
+from .filter_models import FilterTranslator
 from .labeling import ConflictPolicy, LabelView
 from .on_demand_feature_view import OnDemandFeatureView
 from .project import Project
@@ -79,4 +87,8 @@
     "BaseEmbedder",
     "MultiModalEmbedder",
     "EmbeddingConfig",
+    "EmbeddingProvider",
+    "SentenceTransformersEmbeddingProvider",
+    "get_embedding_provider",
+    "FilterTranslator",
 ]
diff --git a/sdk/python/feast/aggregation/__init__.py b/sdk/python/feast/aggregation/__init__.py
index 464e49edd9b..d0865c0dabd 100644
--- a/sdk/python/feast/aggregation/__init__.py
+++ b/sdk/python/feast/aggregation/__init__.py
@@ -90,7 +90,7 @@ def from_proto(cls, agg_proto: AggregationProto):
 
     def __eq__(self, other):
         if not isinstance(other, Aggregation):
-            raise TypeError("Comparisons should only involve Aggregations.")
+            return False
 
         if (
             self.column != other.column
diff --git a/sdk/python/feast/api/registry/rest/__init__.py b/sdk/python/feast/api/registry/rest/__init__.py
index 899829bf927..fac23fbb49b 100644
--- a/sdk/python/feast/api/registry/rest/__init__.py
+++ b/sdk/python/feast/api/registry/rest/__init__.py
@@ -14,7 +14,7 @@
 from feast.api.registry.rest.metrics import get_metrics_router
 from feast.api.registry.rest.monitoring import get_monitoring_router
 from feast.api.registry.rest.permissions import get_permission_router
-from feast.api.registry.rest.projects import get_project_router
+from feast.api.registry.rest.projects import get_project_router, get_registry_router
 from feast.api.registry.rest.saved_datasets import get_saved_dataset_router
 from feast.api.registry.rest.search import get_search_router
 
@@ -25,6 +25,11 @@
 _ol_processor: Optional[Any] = None
 
 
+def get_ol_processor() -> Optional[Any]:
+    """Return the global OpenLineage processor, if initialized."""
+    return _ol_processor
+
+
 def register_all_routes(app: FastAPI, grpc_handler, server=None, store=None):
     app.include_router(get_entity_router(grpc_handler))
     app.include_router(get_data_source_router(grpc_handler))
@@ -44,6 +49,9 @@ def register_all_routes(app: FastAPI, grpc_handler, server=None, store=None):
     app.include_router(get_monitoring_router(grpc_handler, store=resolved_store))
     app.include_router(get_compute_engine_router(grpc_handler, store=resolved_store))
 
+    if resolved_store:
+        app.include_router(get_registry_router(resolved_store))
+
     _register_openlineage_consumer(app, resolved_store)
 
 
@@ -92,6 +100,8 @@ def _register_openlineage_consumer(app: FastAPI, feast_store):
         if consumer_config is None or not consumer_config.enabled:
             return
 
+        is_standalone = getattr(consumer_config, "standalone_server", False)
+
         from feast.openlineage.consumer import get_consumer_router
         from feast.openlineage.processor import OpenLineageProcessor
         from feast.openlineage.store import OpenLineageStore
@@ -130,23 +140,131 @@ def _register_openlineage_consumer(app: FastAPI, feast_store):
 
         # Wire the local processor into Feast's own OL emitter so Feast events
         # are also stored in the consumer DB automatically.
-        try:
-            if feast_store and hasattr(feast_store, "_openlineage_emitter"):
-                emitter = feast_store._openlineage_emitter
+        # Skip when standalone — events will be sent via HTTP transport instead.
+        if not is_standalone:
+            try:
+                emitter = getattr(feast_store, "_openlineage_emitter", None)
                 if emitter and hasattr(emitter, "_client") and emitter._client:
                     emitter._client.set_local_processor(processor)
-                    logger.info("Feast OL emitter wired to local consumer processor")
-        except Exception as wire_err:
-            logger.debug(f"Could not wire emitter to local processor: {wire_err}")
+                    logger.info(
+                        "Feast OL emitter wired to local consumer processor (eager)"
+                    )
+            except Exception as wire_err:
+                logger.debug(f"Could not wire emitter to local processor: {wire_err}")
+
+        def _build_allowed_namespaces_fn(fs):
+            """Build a callback that derives OL namespace access from Feast RBAC.
+
+            Uses ``permitted_resources`` with ``DESCRIBE`` on all known projects.
+            The projects the current user may describe become the allowed OL
+            namespaces (mapped through ``resolve_namespace``).
+            External producer namespaces (e.g. ``spark://ml-team``,
+            ``airflow://prod-cluster``) are included when
+            ``consumer.namespace_mapping`` maps them to a Feast project the
+            user is allowed to DESCRIBE.  This is the only purpose of
+            ``namespace_mapping`` — it is a **read-side RBAC bridge**, not a
+            routing or rewrite mechanism.  Ingest stores events as-is;
+            producers own their namespace.
+            """
+
+            def _get_allowed():
+                try:
+                    from feast.openlineage.identity import resolve_namespace
+                    from feast.permissions.action import AuthzedAction
+                    from feast.permissions.security_manager import (
+                        get_security_manager,
+                        permitted_resources,
+                    )
+
+                    sm = get_security_manager()
+                    if sm is None:
+                        return None
+
+                    all_projects = fs.registry.list_projects(allow_cache=True)
+                    if not all_projects:
+                        return None
+
+                    allowed_projects = permitted_resources(
+                        all_projects, AuthzedAction.DESCRIBE
+                    )
+
+                    ol_ns_config = getattr(ol_config, "namespace", "feast")
+                    allowed_project_names = {p.name for p in allowed_projects}
+
+                    namespaces = set()
+                    for p in allowed_projects:
+                        namespaces.add(resolve_namespace(ol_ns_config, p.name))
+
+                    # Include external namespaces whose namespace_mapping
+                    # target is a project the user can DESCRIBE.
+                    consumer_cfg = getattr(ol_config, "consumer", None)
+                    ns_map = getattr(consumer_cfg, "namespace_mapping", None) or {}
+                    for ext_ns, mapped_project in ns_map.items():
+                        if mapped_project in allowed_project_names:
+                            namespaces.add(ext_ns)
+
+                    return list(namespaces) if namespaces else None
+                except Exception:
+                    return None
+
+            return _get_allowed
+
+        get_allowed_namespaces = _build_allowed_namespaces_fn(feast_store)
 
         consumer_router = get_consumer_router(
             config=ol_config,
             store=ol_store,
             processor=processor,
+            get_allowed_namespaces=get_allowed_namespaces,
         )
 
         app.include_router(consumer_router)
-        logger.info("OpenLineage consumer endpoints registered")
+
+        retention_days = getattr(consumer_config, "retention_days", 30)
+        check_hours = getattr(consumer_config, "retention_check_interval_hours", 6)
+
+        mode = "standalone" if is_standalone else "embedded"
+        logger.info("OpenLineage consumer endpoints registered (mode=%s)", mode)
+        if not is_standalone:
+            logger.info(
+                "OpenLineage consumer accepting events at POST <this-server>/api/v1/lineage"
+            )
+        if is_standalone:
+            logger.info(
+                "OpenLineage retention task deferred to standalone lineage server"
+            )
+        elif retention_days > 0:
+            logger.info(
+                "OpenLineage retention pruning enabled: %dd, check every %dh",
+                retention_days,
+                check_hours,
+            )
+        else:
+            logger.info("OpenLineage retention pruning disabled")
+
+        # Start background retention pruning only when NOT standalone
+        # (the standalone lineage server owns the retention task)
+        if retention_days > 0 and not is_standalone:
+            import asyncio
+
+            async def _retention_loop():
+                interval_s = max(check_hours, 1) * 3600
+                await asyncio.sleep(30)
+                while True:
+                    try:
+                        ol_store.prune_expired(retention_days)
+                    except (ConnectionError, TimeoutError, OSError) as e:
+                        logger.warning(f"OL retention prune failed (retryable): {e}")
+                    except Exception as e:
+                        logger.error(
+                            f"OL retention prune failed (unexpected): {e}",
+                            exc_info=True,
+                        )
+                    await asyncio.sleep(interval_s)
+
+            @app.on_event("startup")
+            async def _start_retention_task():
+                asyncio.create_task(_retention_loop())
 
     except ImportError as e:
         logger.debug(f"OpenLineage consumer not available: {e}")
diff --git a/sdk/python/feast/api/registry/rest/data_sources.py b/sdk/python/feast/api/registry/rest/data_sources.py
index 4e522644ed3..ed0f6f983fa 100644
--- a/sdk/python/feast/api/registry/rest/data_sources.py
+++ b/sdk/python/feast/api/registry/rest/data_sources.py
@@ -31,6 +31,8 @@
 
 class FileOptionsModel(BaseModel):
     uri: str = ""
+    file_format: Optional[str] = "parquet"
+    s3_endpoint_override: Optional[str] = ""
 
 
 class BigQueryOptionsModel(BaseModel):
@@ -42,22 +44,59 @@ class SnowflakeOptionsModel(BaseModel):
     table: str = ""
     database: str = ""
     schema_: str = ""
+    query: Optional[str] = ""
+    warehouse: Optional[str] = ""
 
 
 class RedshiftOptionsModel(BaseModel):
     table: str = ""
     database: str = ""
     schema_: str = ""
+    query: Optional[str] = ""
 
 
 class KafkaOptionsModel(BaseModel):
     kafka_bootstrap_servers: str = ""
     topic: str = ""
+    message_format: Optional[str] = "json"
+    watermark_delay_threshold: Optional[str] = ""
 
 
 class SparkOptionsModel(BaseModel):
     table: str = ""
     path: str = ""
+    query: Optional[str] = ""
+    file_format: Optional[str] = ""
+    table_format: Optional[str] = ""
+    table_format_catalog: Optional[str] = ""
+    table_format_namespace: Optional[str] = ""
+    table_format_properties: Optional[str] = ""
+    date_partition_column: Optional[str] = ""
+    date_partition_column_format: Optional[str] = ""
+
+
+class KinesisOptionsModel(BaseModel):
+    region: str = ""
+    stream_name: str = ""
+    record_format: Optional[str] = "json"
+
+
+class TrinoOptionsModel(BaseModel):
+    table: str = ""
+    query: str = ""
+
+
+class AthenaOptionsModel(BaseModel):
+    table: str = ""
+    query: str = ""
+    database: str = ""
+    data_source: Optional[str] = ""
+
+
+class CustomOptionsModel(BaseModel):
+    configuration: Optional[str] = ""
+    class_name: Optional[str] = ""
+    config: Optional[str] = ""
 
 
 class ApplyDataSourceRequestBody(BaseModel):
@@ -66,6 +105,7 @@ class ApplyDataSourceRequestBody(BaseModel):
     type: Optional[int] = None
     timestamp_field: Optional[str] = ""
     created_timestamp_column: Optional[str] = ""
+    date_partition_column: Optional[str] = ""
     description: Optional[str] = ""
     tags: Optional[Dict[str, str]] = {}
     owner: Optional[str] = ""
@@ -75,6 +115,11 @@ class ApplyDataSourceRequestBody(BaseModel):
     redshift_options: Optional[RedshiftOptionsModel] = None
     kafka_options: Optional[KafkaOptionsModel] = None
     spark_options: Optional[SparkOptionsModel] = None
+    trino_options: Optional[TrinoOptionsModel] = None
+    athena_options: Optional[AthenaOptionsModel] = None
+    kinesis_options: Optional[KinesisOptionsModel] = None
+    custom_options: Optional[CustomOptionsModel] = None
+    data_source_class_type: Optional[str] = None
 
 
 def get_data_source_router(grpc_handler) -> APIRouter:
@@ -221,8 +266,15 @@ def apply_data_source(body: ApplyDataSourceRequestBody):
         if body.type is not None:
             ds_proto.type = body.type  # type: ignore[assignment]
 
+        if body.date_partition_column:
+            ds_proto.date_partition_column = body.date_partition_column
+
         if body.file_options:
             ds_proto.file_options.uri = body.file_options.uri
+            if body.file_options.s3_endpoint_override:
+                ds_proto.file_options.s3_endpoint_override = (
+                    body.file_options.s3_endpoint_override
+                )
         elif body.bigquery_options:
             ds_proto.bigquery_options.table = body.bigquery_options.table
             ds_proto.bigquery_options.query = body.bigquery_options.query
@@ -230,10 +282,14 @@ def apply_data_source(body: ApplyDataSourceRequestBody):
             ds_proto.snowflake_options.table = body.snowflake_options.table
             ds_proto.snowflake_options.database = body.snowflake_options.database
             ds_proto.snowflake_options.schema = body.snowflake_options.schema_
+            if body.snowflake_options.query:
+                ds_proto.snowflake_options.query = body.snowflake_options.query
         elif body.redshift_options:
             ds_proto.redshift_options.table = body.redshift_options.table
             ds_proto.redshift_options.database = body.redshift_options.database
             ds_proto.redshift_options.schema = body.redshift_options.schema_
+            if body.redshift_options.query:
+                ds_proto.redshift_options.query = body.redshift_options.query
         elif body.kafka_options:
             ds_proto.kafka_options.kafka_bootstrap_servers = (
                 body.kafka_options.kafka_bootstrap_servers
@@ -242,6 +298,34 @@ def apply_data_source(body: ApplyDataSourceRequestBody):
         elif body.spark_options:
             ds_proto.spark_options.table = body.spark_options.table
             ds_proto.spark_options.path = body.spark_options.path
+            if body.spark_options.query:
+                ds_proto.spark_options.query = body.spark_options.query
+            if body.spark_options.file_format:
+                ds_proto.spark_options.file_format = body.spark_options.file_format
+            if body.spark_options.date_partition_column_format:
+                ds_proto.spark_options.date_partition_column_format = (
+                    body.spark_options.date_partition_column_format
+                )
+        elif body.trino_options:
+            ds_proto.trino_options.table = body.trino_options.table
+            ds_proto.trino_options.query = body.trino_options.query
+        elif body.athena_options:
+            ds_proto.athena_options.table = body.athena_options.table
+            ds_proto.athena_options.query = body.athena_options.query
+            ds_proto.athena_options.database = body.athena_options.database
+            if body.athena_options.data_source:
+                ds_proto.athena_options.data_source = body.athena_options.data_source
+        elif body.kinesis_options:
+            ds_proto.kinesis_options.region = body.kinesis_options.region
+            ds_proto.kinesis_options.stream_name = body.kinesis_options.stream_name
+        elif body.custom_options:
+            if body.custom_options.configuration:
+                ds_proto.custom_options.configuration = (
+                    body.custom_options.configuration.encode("utf-8")
+                )
+
+        if body.data_source_class_type:
+            ds_proto.data_source_class_type = body.data_source_class_type
 
         req = RegistryServer_pb2.ApplyDataSourceRequest(
             data_source=ds_proto,
diff --git a/sdk/python/feast/api/registry/rest/feature_services.py b/sdk/python/feast/api/registry/rest/feature_services.py
index a3e634f3ce3..2486d28ea8d 100644
--- a/sdk/python/feast/api/registry/rest/feature_services.py
+++ b/sdk/python/feast/api/registry/rest/feature_services.py
@@ -1,6 +1,8 @@
-from typing import Dict
+from typing import Dict, List, Optional
 
 from fastapi import APIRouter, Depends, Query
+from fastapi.responses import JSONResponse
+from pydantic import BaseModel
 
 from feast.api.registry.rest.codegen_utils import render_feature_service_code
 from feast.api.registry.rest.rest_utils import (
@@ -14,9 +16,39 @@
     grpc_call,
     parse_tags,
 )
+from feast.feature_service import FeatureService
 from feast.protos.feast.registry import RegistryServer_pb2
 
 
+class FeatureViewRefModel(BaseModel):
+    feature_view_name: str
+    feature_names: Optional[List[str]] = []
+
+
+class ApplyFeatureServiceRequestBody(BaseModel):
+    name: str
+    project: str
+    features: List[FeatureViewRefModel]
+    description: Optional[str] = ""
+    tags: Optional[Dict[str, str]] = {}
+    owner: Optional[str] = ""
+
+
+def _projection_view_name(projection: dict) -> Optional[str]:
+    return (
+        projection.get("featureViewName")
+        or projection.get("feature_view_name")
+        or projection.get("name")
+    )
+
+
+def _projection_feature_columns(projection: dict) -> list:
+    columns = projection.get("featureColumns")
+    if columns is None:
+        columns = projection.get("feature_columns")
+    return columns if isinstance(columns, list) else []
+
+
 def get_feature_service_router(grpc_handler) -> APIRouter:
     router = APIRouter()
 
@@ -97,9 +129,7 @@ def get_feature_service(
             project=project,
             allow_cache=allow_cache,
         )
-        feature_service = grpc_call(grpc_handler.GetFeatureService, req)
-
-        result = feature_service
+        result = grpc_call(grpc_handler.GetFeatureService, req)
 
         if include_relationships:
             relationships = get_object_relationships(
@@ -109,25 +139,33 @@ def get_feature_service(
 
         if result:
             spec = result.get("spec", result)
-            name = spec.get("name") or result.get("name") or "default_feature_service"
+            service_name = (
+                spec.get("name") or result.get("name") or "default_feature_service"
+            )
             projections = spec.get("features", [])
             if not isinstance(projections, list):
                 projections = []
 
             features_exprs = []
             for proj in projections:
-                if isinstance(proj, dict):
-                    view_name = proj.get("name")
-                    feature_names = proj.get("features", [])
-                else:
-                    view_name = str(proj)
-                    feature_names = []
+                if not isinstance(proj, dict):
+                    continue
 
+                view_name = _projection_view_name(proj)
                 if not view_name:
                     continue
 
+                feature_columns = _projection_feature_columns(proj)
+                feature_names = [
+                    column.get("name")
+                    for column in feature_columns
+                    if isinstance(column, dict) and column.get("name")
+                ]
+
                 if feature_names:
-                    feature_list = ", ".join([repr(f) for f in feature_names])
+                    feature_list = ", ".join(
+                        [repr(feature_name) for feature_name in feature_names]
+                    )
                     features_exprs.append(f"{view_name}[[{feature_list}]]")
                 else:
                     features_exprs.append(view_name)
@@ -135,7 +173,7 @@ def get_feature_service(
             features_str = ", ".join(features_exprs)
 
             context = {
-                "name": name,
+                "name": service_name,
                 "features": features_str,
                 "tags": spec.get("tags", {}),
                 "description": spec.get("description", ""),
@@ -145,4 +183,39 @@ def get_feature_service(
             result["featureDefinition"] = render_feature_service_code(context)
         return result
 
+    @router.post("/feature_services", status_code=201)
+    def apply_feature_service(body: ApplyFeatureServiceRequestBody):
+        req = FeatureService.build_apply_request(
+            name=body.name,
+            project=body.project,
+            feature_view_refs=[
+                (feature.feature_view_name, feature.feature_names or None)
+                for feature in body.features
+            ],
+            description=body.description or "",
+            tags=body.tags or {},
+            owner=body.owner or "",
+            commit=True,
+        )
+        grpc_call(grpc_handler.ApplyFeatureService, req)
+
+        return JSONResponse(
+            status_code=201,
+            content={"name": body.name, "project": body.project, "status": "applied"},
+        )
+
+    @router.delete("/feature_services/{name}")
+    def delete_feature_service(
+        name: str,
+        project: str = Query(...),
+    ):
+        req = RegistryServer_pb2.DeleteFeatureServiceRequest(
+            name=name,
+            project=project,
+            commit=True,
+        )
+        grpc_call(grpc_handler.DeleteFeatureService, req)
+
+        return {"name": name, "project": project, "status": "deleted"}
+
     return router
diff --git a/sdk/python/feast/api/registry/rest/lineage.py b/sdk/python/feast/api/registry/rest/lineage.py
index 360d6210aa6..35752189eb1 100644
--- a/sdk/python/feast/api/registry/rest/lineage.py
+++ b/sdk/python/feast/api/registry/rest/lineage.py
@@ -19,7 +19,7 @@
 
 
 def get_lineage_router(grpc_handler) -> APIRouter:
-    router = APIRouter()
+    router = APIRouter(tags=["Lineage"])
 
     @router.get("/lineage/registry")
     def get_registry_lineage(
@@ -86,6 +86,7 @@ def get_object_relationships_path(
             "featureView",
             "featureService",
             "feature",
+            "savedDataset",
         ]
         if object_type not in valid_types:
             raise ValueError(
@@ -175,6 +176,7 @@ def get_complete_registry_data(
                 "featureServices": project_resources.get("featureServices", []),
                 "features": project_resources.get("features", []),
                 "labels": project_resources.get("labels", []),
+                "savedDatasets": project_resources.get("savedDatasets", []),
             },
             "relationships": lineage_response.get("relationships", []),
             "indirectRelationships": lineage_response.get("indirectRelationships", []),
@@ -186,6 +188,7 @@ def get_complete_registry_data(
                 "featureServices": pagination.get("featureServices", {}),
                 "features": pagination.get("features", {}),
                 "labels": pagination.get("labels", {}),
+                "savedDatasets": pagination.get("savedDatasets", {}),
                 "relationships": lineage_response.get("relationshipsPagination", {}),
                 "indirectRelationships": lineage_response.get(
                     "indirectRelationshipsPagination", {}
@@ -274,6 +277,8 @@ def get_complete_registry_data_all(
                 feat["project"] = project_name
             for lbl in project_resources.get("labels", []):
                 lbl["project"] = project_name
+            for sd in project_resources.get("savedDatasets", []):
+                sd["project"] = project_name
             all_data.append(
                 {
                     "project": project_name,
@@ -285,6 +290,7 @@ def get_complete_registry_data_all(
                         "featureServices": project_resources.get("featureServices", []),
                         "features": project_resources.get("features", []),
                         "labels": project_resources.get("labels", []),
+                        "savedDatasets": project_resources.get("savedDatasets", []),
                     },
                     "relationships": lineage_response.get("relationships", []),
                     "indirectRelationships": lineage_response.get(
diff --git a/sdk/python/feast/api/registry/rest/projects.py b/sdk/python/feast/api/registry/rest/projects.py
index 659fb22dc8f..2047c8717c9 100644
--- a/sdk/python/feast/api/registry/rest/projects.py
+++ b/sdk/python/feast/api/registry/rest/projects.py
@@ -1,4 +1,4 @@
-from fastapi import APIRouter, Depends, Query
+from fastapi import APIRouter, Depends, Query, Response, status
 
 from feast.api.registry.rest.rest_utils import (
     get_pagination_params,
@@ -50,3 +50,19 @@ def list_projects(
         }
 
     return router
+
+
+def get_registry_router(store) -> APIRouter:
+    router = APIRouter()
+
+    @router.post("/registry/refresh")
+    def refresh_registry():
+        from feast.permissions.action import AuthzedAction
+        from feast.permissions.security_manager import assert_permissions
+
+        project = store.registry.get_project(name=store.project, allow_cache=True)
+        assert_permissions(resource=project, actions=[AuthzedAction.UPDATE])
+        store.refresh_registry()
+        return Response(status_code=status.HTTP_200_OK)
+
+    return router
diff --git a/sdk/python/feast/api/registry/rest/rest_registry_server.py b/sdk/python/feast/api/registry/rest/rest_registry_server.py
index bcd86984a95..8dd3415cd70 100644
--- a/sdk/python/feast/api/registry/rest/rest_registry_server.py
+++ b/sdk/python/feast/api/registry/rest/rest_registry_server.py
@@ -78,12 +78,21 @@ def __init__(self, store: FeatureStore):
 
         registry_cfg = getattr(store.config, "registry", None)
         mcp_cfg = getattr(registry_cfg, "mcp", None)
-        if mcp_cfg and getattr(mcp_cfg, "enabled", False) is True:
+        if mcp_cfg and getattr(mcp_cfg, "enabled", False):
             try:
                 from fastapi_mcp import FastApiMCP
 
+                from feast.infra.mcp_servers.mcp_server import (
+                    _patch_fastapi_mcp_schema_resolver,
+                )
+
+                _patch_fastapi_mcp_schema_resolver()
                 mcp = FastApiMCP(self.app, name="feast-registry-mcp")
-                mcp.mount()
+                mount_sse = getattr(mcp, "mount_sse", None)
+                if mount_sse is not None:
+                    mount_sse()
+                else:
+                    mcp.mount()
                 logger.info("MCP support enabled on REST registry server")
             except ImportError:
                 logger.warning(
@@ -318,6 +327,10 @@ def start_server(
     ):
         import uvicorn
 
+        from feast.registry_server import _sync_protected_project_tag
+
+        _sync_protected_project_tag(self.store)
+
         if tls_key_path and tls_cert_path:
             logger.info("Starting REST registry server in TLS(SSL) mode")
             logger.info(f"REST registry server listening on https://localhost:{port}")
diff --git a/sdk/python/feast/api/registry/rest/saved_datasets.py b/sdk/python/feast/api/registry/rest/saved_datasets.py
index 4509c65f53d..feb3e999d30 100644
--- a/sdk/python/feast/api/registry/rest/saved_datasets.py
+++ b/sdk/python/feast/api/registry/rest/saved_datasets.py
@@ -1,3 +1,4 @@
+import json
 import logging
 from typing import Dict, List, Optional
 
@@ -32,6 +33,50 @@
 logger = logging.getLogger(__name__)
 
 
+def _build_feature_view_to_datasource_map(
+    grpc_handler, project: str, allow_cache: bool = True
+) -> Dict[str, str]:
+    """Build a map of feature_view_name → data_source_name for a project."""
+    try:
+        fv_req = RegistryServer_pb2.ListAllFeatureViewsRequest(
+            project=project, allow_cache=allow_cache
+        )
+        fv_response = grpc_call(grpc_handler.ListAllFeatureViews, fv_req)
+        feature_views = fv_response.get("featureViews", [])
+    except Exception:
+        return {}
+
+    fv_ds_map: Dict[str, str] = {}
+    for any_fv in feature_views:
+        # AnyFeatureView wraps under "featureView", "onDemandFeatureView", etc.
+        fv_data = any_fv.get("featureView") or any_fv.get("streamFeatureView") or {}
+        spec = fv_data.get("spec", {})
+        fv_name = spec.get("name", "")
+        if not fv_name:
+            continue
+        batch_source = spec.get("batchSource", {})
+        ds_name = batch_source.get("name", "") if batch_source else ""
+        if ds_name:
+            fv_ds_map[fv_name] = ds_name
+    return fv_ds_map
+
+
+def _get_dataset_data_sources(dataset: dict, fv_ds_map: Dict[str, str]) -> List[str]:
+    """Get data source names for a dataset via its features' feature view lineage."""
+    spec = dataset.get("spec", dataset)
+    features = spec.get("features", [])
+    data_sources: List[str] = []
+    seen: set = set()
+    for feature_ref in features:
+        if isinstance(feature_ref, str) and ":" in feature_ref:
+            fv_name = feature_ref.split(":")[0]
+            ds_name = fv_ds_map.get(fv_name)
+            if ds_name and ds_name not in seen:
+                seen.add(ds_name)
+                data_sources.append(ds_name)
+    return data_sources
+
+
 class RegisterDatasetRequest(BaseModel):
     name: str
     project: str
@@ -39,10 +84,14 @@ class RegisterDatasetRequest(BaseModel):
     join_keys: List[str] = []
     storage_path: Optional[str] = None
     storage_type: str = "file"
+    storage_file_format: Optional[str] = "parquet"
     tags: Dict[str, str] = {}
     full_feature_names: bool = False
     feature_service_name: Optional[str] = None
     allow_override: bool = False
+    namespace: str = ""
+    collection: str = ""
+    description: str = ""
 
 
 class CreateDatasetRequest(BaseModel):
@@ -61,6 +110,7 @@ class CreateDatasetRequest(BaseModel):
     # Storage
     storage_type: str = "file"
     storage_path: str = ""
+    storage_file_format: Optional[str] = "parquet"
     tags: Dict[str, str] = {}
     allow_overwrite: bool = False
 
@@ -75,11 +125,23 @@ def list_saved_datasets_all(
         limit: int = Query(50, ge=1, le=100),
         sort_by: str = Query(None),
         sort_order: str = Query("asc"),
+        namespace: Optional[str] = Query(
+            None, description="Filter by namespace (logical grouping)"
+        ),
+        collection: Optional[str] = Query(
+            None, description="Filter by collection (sub-grouping within namespace)"
+        ),
         include_relationships: bool = Query(
             False, description="Include relationships for each saved dataset"
         ),
     ):
-        return aggregate_across_projects(
+        extra_params = {}
+        if namespace is not None:
+            extra_params["namespace"] = namespace
+        if collection is not None:
+            extra_params["collection"] = collection
+
+        result = aggregate_across_projects(
             grpc_handler=grpc_handler,
             list_method=grpc_handler.ListSavedDatasets,
             request_cls=RegistryServer_pb2.ListSavedDatasetsRequest,
@@ -91,8 +153,24 @@ def list_saved_datasets_all(
             sort_by=sort_by,
             sort_order=sort_order,
             include_relationships=include_relationships,
+            extra_request_params=extra_params or None,
         )
 
+        saved_datasets = result.get("savedDatasets", [])
+        projects_seen: Dict[str, Dict[str, str]] = {}
+        for sd in saved_datasets:
+            proj = sd.get("project", "")
+            if proj not in projects_seen:
+                projects_seen[proj] = _build_feature_view_to_datasource_map(
+                    grpc_handler, proj, allow_cache
+                )
+            ds_names = _get_dataset_data_sources(sd, projects_seen[proj])
+            if ds_names:
+                spec = sd.get("spec", sd)
+                spec["dataSources"] = ds_names
+
+        return result
+
     @router.get("/saved_datasets/data/{name}")
     def get_dataset_data(
         name: str,
@@ -193,6 +271,14 @@ def get_saved_dataset(
 
         result = saved_dataset
 
+        fv_ds_map = _build_feature_view_to_datasource_map(
+            grpc_handler, project, allow_cache
+        )
+        ds_names = _get_dataset_data_sources(result, fv_ds_map)
+        if ds_names:
+            spec = result.get("spec", result)
+            spec["dataSources"] = ds_names
+
         if include_relationships:
             relationships = get_object_relationships(
                 grpc_handler, "savedDataset", name, project, allow_cache
@@ -230,6 +316,12 @@ def list_saved_datasets(
         project: str = Query(...),
         allow_cache: bool = Query(default=True),
         tags: Dict[str, str] = Depends(parse_tags),
+        namespace: Optional[str] = Query(
+            None, description="Filter by namespace (logical grouping)"
+        ),
+        collection: Optional[str] = Query(
+            None, description="Filter by collection (sub-grouping within namespace)"
+        ),
         include_relationships: bool = Query(
             False, description="Include relationships for each saved dataset"
         ),
@@ -240,12 +332,23 @@ def list_saved_datasets(
             project=project,
             allow_cache=allow_cache,
             tags=tags,
+            namespace=namespace or "",
+            collection=collection or "",
             pagination=create_grpc_pagination_params(pagination_params),
             sorting=create_grpc_sorting_params(sorting_params),
         )
         response = grpc_call(grpc_handler.ListSavedDatasets, req)
         saved_datasets = response.get("savedDatasets", [])
 
+        fv_ds_map = _build_feature_view_to_datasource_map(
+            grpc_handler, project, allow_cache
+        )
+        for sd in saved_datasets:
+            ds_names = _get_dataset_data_sources(sd, fv_ds_map)
+            if ds_names:
+                spec = sd.get("spec", sd)
+                spec["dataSources"] = ds_names
+
         result = {
             "savedDatasets": saved_datasets,
             "pagination": response.get("pagination", {}),
@@ -308,12 +411,48 @@ def register_saved_dataset(payload: RegisterDatasetRequest = Body(...)):
             )
         elif payload.storage_type == "spark":
             storage_proto.spark_storage.CopyFrom(
-                DataSourceProto.SparkOptions(path=path)
+                DataSourceProto.SparkOptions(
+                    path=path,
+                    file_format=payload.storage_file_format or "parquet",
+                )
             )
         elif payload.storage_type == "athena":
             storage_proto.athena_storage.CopyFrom(
                 DataSourceProto.AthenaOptions(table=path)
             )
+        elif payload.storage_type == "postgres":
+            config = json.dumps({"name": None, "query": None, "table": path})
+            storage_proto.custom_storage.CopyFrom(
+                DataSourceProto.CustomSourceOptions(
+                    configuration=config.encode("utf-8")
+                )
+            )
+        elif payload.storage_type == "clickhouse":
+            config = json.dumps({"name": None, "query": None, "table": path})
+            storage_proto.custom_storage.CopyFrom(
+                DataSourceProto.CustomSourceOptions(
+                    configuration=config.encode("utf-8")
+                )
+            )
+        elif payload.storage_type == "couchbase":
+            parts = path.split(".", 2)
+            database = parts[0] if len(parts) > 0 else ""
+            scope = parts[1] if len(parts) > 1 else ""
+            collection = parts[2] if len(parts) > 2 else ""
+            config = json.dumps(
+                {
+                    "name": None,
+                    "query": None,
+                    "database": database,
+                    "scope": scope,
+                    "collection": collection,
+                }
+            )
+            storage_proto.custom_storage.CopyFrom(
+                DataSourceProto.CustomSourceOptions(
+                    configuration=config.encode("utf-8")
+                )
+            )
         elif payload.storage_type == "custom":
             storage_proto.custom_storage.CopyFrom(
                 DataSourceProto.CustomSourceOptions(configuration=path.encode("utf-8"))
@@ -347,6 +486,9 @@ def register_saved_dataset(payload: RegisterDatasetRequest = Body(...)):
             full_feature_names=payload.full_feature_names,
             storage=storage_proto,
             tags=payload.tags,
+            namespace=payload.namespace,
+            collection=payload.collection,
+            description=payload.description,
         )
         if payload.feature_service_name:
             spec.feature_service_name = payload.feature_service_name
diff --git a/sdk/python/feast/base_feature_view.py b/sdk/python/feast/base_feature_view.py
index 170beb73609..b657f505f1e 100644
--- a/sdk/python/feast/base_feature_view.py
+++ b/sdk/python/feast/base_feature_view.py
@@ -172,9 +172,7 @@ def _schema_or_udf_changed(self, other: "BaseFeatureView") -> bool:
 
     def __eq__(self, other):
         if not isinstance(other, BaseFeatureView):
-            raise TypeError(
-                "Comparisons should only involve BaseFeatureView class objects."
-            )
+            return False
 
         if (
             self.name != other.name
diff --git a/sdk/python/feast/cli/cli.py b/sdk/python/feast/cli/cli.py
index 3fd6f3319fb..80bd87c9d7c 100644
--- a/sdk/python/feast/cli/cli.py
+++ b/sdk/python/feast/cli/cli.py
@@ -40,9 +40,11 @@
 from feast.cli.on_demand_feature_views import on_demand_feature_views_cmd
 from feast.cli.permissions import feast_permissions_cmd
 from feast.cli.projects import projects_cmd
+from feast.cli.registry import registry_cmd
 from feast.cli.saved_datasets import saved_datasets_cmd
 from feast.cli.serve import (
     serve_command,
+    serve_lineage_command,
     serve_offline_command,
     serve_registry_command,
     serve_transformations_command,
@@ -477,6 +479,7 @@ def materialize_incremental_command(
             "milvus",
             "ray",
             "ray_rag",
+            "rag",
             "pytorch_nlp",
         ],
         case_sensitive=False,
@@ -643,6 +646,7 @@ def demo_notebooks_command(ctx: click.Context, output_dir: str, overwrite: bool)
 cli.add_command(on_demand_feature_views_cmd)
 cli.add_command(feast_permissions_cmd)
 cli.add_command(projects_cmd)
+cli.add_command(registry_cmd)
 cli.add_command(saved_datasets_cmd)
 cli.add_command(stream_feature_views_cmd)
 cli.add_command(label_views_cmd)
@@ -651,6 +655,7 @@ def demo_notebooks_command(ctx: click.Context, output_dir: str, overwrite: bool)
 cli.add_command(serve_command)
 cli.add_command(serve_offline_command)
 cli.add_command(serve_registry_command)
+cli.add_command(serve_lineage_command)
 cli.add_command(serve_transformations_command)
 cli.add_command(dbt_cmd)
 cli.add_command(monitor_cmd)
diff --git a/sdk/python/feast/cli/dbt_import.py b/sdk/python/feast/cli/dbt_import.py
index c2e78b45c82..16bd7812101 100644
--- a/sdk/python/feast/cli/dbt_import.py
+++ b/sdk/python/feast/cli/dbt_import.py
@@ -130,10 +130,7 @@ def import_command(
     try:
         parser = DbtManifestParser(manifest_path)
         parser.parse()
-    except FileNotFoundError as e:
-        click.echo(f"{Fore.RED}Error: {e}{Style.RESET_ALL}", err=True)
-        raise SystemExit(1)
-    except ValueError as e:
+    except (FileNotFoundError, ValueError, ImportError) as e:
         click.echo(f"{Fore.RED}Error: {e}{Style.RESET_ALL}", err=True)
         raise SystemExit(1)
 
@@ -374,7 +371,7 @@ def list_command(
     try:
         parser = DbtManifestParser(manifest_path)
         parser.parse()
-    except (FileNotFoundError, ValueError) as e:
+    except (FileNotFoundError, ValueError, ImportError) as e:
         click.echo(f"{Fore.RED}Error: {e}{Style.RESET_ALL}", err=True)
         raise SystemExit(1)
 
diff --git a/sdk/python/feast/cli/registry.py b/sdk/python/feast/cli/registry.py
new file mode 100644
index 00000000000..063e841f5d2
--- /dev/null
+++ b/sdk/python/feast/cli/registry.py
@@ -0,0 +1,46 @@
+import click
+from sqlalchemy import create_engine
+
+from feast.infra.registry.sql import SqlRegistryConfig, metadata
+from feast.repo_config import load_repo_config
+from feast.repo_operations import cli_check_repo
+
+
+@click.group(name="registry")
+def registry_cmd() -> None:
+    """
+    Manage the feature registry
+    """
+    pass
+
+
+@registry_cmd.command("create-schema")
+@click.pass_context
+def registry_create_schema(ctx: click.Context) -> None:
+    """
+    Pre-create the SQL registry schema.
+
+    Use this when schema_mode is set to 'verify' or 'skip' so the application
+    does not need DDL privileges at runtime.
+    """
+    repo = ctx.obj["CHDIR"]
+    fs_yaml_file = ctx.obj["FS_YAML_FILE"]
+    cli_check_repo(repo, fs_yaml_file)
+    repo_config = load_repo_config(repo, fs_yaml_file)
+
+    if repo_config is None:
+        raise click.ClickException("Could not load feature_store.yaml")
+
+    registry_config = repo_config.registry
+    if not isinstance(registry_config, SqlRegistryConfig):
+        raise click.ClickException(
+            "This command only applies to SQL-based registries "
+            f"(registry_type='sql'). Current type: '{registry_config.registry_type}'"
+        )
+
+    engine = create_engine(
+        registry_config.path, **registry_config.sqlalchemy_config_kwargs
+    )
+    metadata.create_all(engine)
+    engine.dispose()
+    click.echo("SQL registry schema created successfully.")
diff --git a/sdk/python/feast/cli/serve.py b/sdk/python/feast/cli/serve.py
index b3b981e9dbf..c76e6d8c55e 100644
--- a/sdk/python/feast/cli/serve.py
+++ b/sdk/python/feast/cli/serve.py
@@ -5,6 +5,7 @@
 
 from feast.constants import (
     DEFAULT_FEATURE_TRANSFORMATION_SERVER_PORT,
+    DEFAULT_LINEAGE_SERVER_PORT,
     DEFAULT_OFFLINE_SERVER_PORT,
     DEFAULT_REGISTRY_REST_SERVER_PORT,
     DEFAULT_REGISTRY_SERVER_PORT,
@@ -351,3 +352,64 @@ def serve_offline_command(
     store = create_feature_store(ctx)
 
     store.serve_offline(host, port, tls_key_path, tls_cert_path)
+
+
+@click.command("serve_lineage")
+@click.option(
+    "--host",
+    "-h",
+    type=click.STRING,
+    default="0.0.0.0",
+    show_default=True,
+    help="Specify a host for the lineage server",
+)
+@click.option(
+    "--port",
+    "-p",
+    type=click.INT,
+    default=DEFAULT_LINEAGE_SERVER_PORT,
+    show_default=True,
+    help="Specify a port for the lineage server",
+)
+@click.option(
+    "--key",
+    "-k",
+    "tls_key_path",
+    type=click.STRING,
+    default="",
+    show_default=False,
+    help="path to TLS certificate private key",
+)
+@click.option(
+    "--cert",
+    "-c",
+    "tls_cert_path",
+    type=click.STRING,
+    default="",
+    show_default=False,
+    help="path to TLS certificate public key",
+)
+@click.pass_context
+def serve_lineage_command(
+    ctx: click.Context,
+    host: str,
+    port: int,
+    tls_key_path: str,
+    tls_cert_path: str,
+):
+    """Start a standalone OpenLineage lineage server."""
+    if (tls_key_path and not tls_cert_path) or (not tls_key_path and tls_cert_path):
+        raise click.BadParameter(
+            "Please pass --cert and --key args to start the lineage server in TLS mode."
+        )
+    store = create_feature_store(ctx)
+
+    try:
+        from feast.lineage_server import start_lineage_server
+    except ImportError as e:
+        raise click.ClickException(f"OpenLineage dependencies are not installed: {e}")
+
+    try:
+        start_lineage_server(store, host, port, tls_key_path, tls_cert_path)
+    except ValueError as e:
+        raise click.ClickException(str(e))
diff --git a/sdk/python/feast/constants.py b/sdk/python/feast/constants.py
index 240dda3311b..6664d47c0d4 100644
--- a/sdk/python/feast/constants.py
+++ b/sdk/python/feast/constants.py
@@ -44,5 +44,16 @@
 # Default offline server port
 DEFAULT_OFFLINE_SERVER_PORT = 8815
 
+DEFAULT_LINEAGE_SERVER_PORT = 6580
+
 # Default feature server registry ttl (seconds)
 DEFAULT_FEATURE_SERVER_REGISTRY_TTL = 5
+
+# Tag key set on Feast projects that are protected.
+# Protected projects are excluded from project listings,
+# shielded from teardown, and hidden from delete operations.
+PROTECTED_PROJECT_TAG = "feast.dev/protected-project"
+
+# Environment variable set by the operator on protected project pods.
+# When "true", the Feast server tags its own project as protected.
+FEAST_PROTECTED_PROJECT_ENV = "FEAST_PROTECTED_PROJECT"
diff --git a/sdk/python/feast/credentials.py b/sdk/python/feast/credentials.py
new file mode 100644
index 00000000000..fab223d61b6
--- /dev/null
+++ b/sdk/python/feast/credentials.py
@@ -0,0 +1,398 @@
+"""
+External connection and credential resolution for Feast DataSources.
+
+Provides a pluggable mechanism for DataSources to declare their full
+connection identity — which backend to use, how to authenticate, and
+where to connect — via a :class:`ConnectionRef` stored on each DataSource.
+
+Credentials are resolved at runtime from external systems (Kubernetes
+Secrets, HashiCorp Vault, cloud secret managers, environment variables)
+instead of embedding them in ``feature_store.yaml``.
+
+Usage::
+
+    from feast.credentials import ConnectionRef
+
+    # Minimal: just credentials (connection_type inferred from source class)
+    source = FileSource(
+        path="s3://bucket/features/",
+        connection_ref=ConnectionRef(
+            provider="kubernetes",
+            name="my-s3-secret",
+            namespace="ml-project",
+        ),
+    )
+
+    # Full: explicit connection type + auth + params
+    source = SnowflakeSource(
+        table="USER_FEATURES",
+        connection_ref=ConnectionRef(
+            provider="kubernetes",
+            name="snowflake-creds",
+            namespace="ml-team",
+            connection_type="snowflake.offline",
+            auth_type="secret",
+            params={"account": "xy12345", "warehouse": "COMPUTE_WH"},
+        ),
+    )
+
+Providers are registered via :func:`register_credential_provider` and
+resolved at runtime by :func:`resolve_credentials`.
+"""
+
+from __future__ import annotations
+
+import logging
+import os
+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from typing import Dict, Optional
+
+logger = logging.getLogger(__name__)
+
+# ---------------------------------------------------------------------------
+# ConnectionRef — the connection + credential reference stored on a DataSource
+# ---------------------------------------------------------------------------
+
+TAG_PREFIX = "feast.connection-ref."
+
+
+@dataclass(frozen=True)
+class ConnectionRef:
+    """Immutable reference to an external connection and credential store.
+
+    ``ConnectionRef`` is intended for credentials that are stored externally
+    (K8s Secrets, Vault, etc.) and need to be resolved at runtime.  Auth
+    methods that are handled natively by the cloud SDK credential chain
+    (e.g., AWS IAM roles, IRSA, EKS Pod Identity, GCP Workload Identity)
+    do **not** need a ``ConnectionRef`` — they are picked up automatically
+    by the underlying client libraries (boto3, google-auth, etc.).
+
+    Attributes:
+        provider: Credential backend type — ``"kubernetes"``, ``"vault"``,
+            ``"aws-secrets-manager"``, ``"gcp-secret-manager"``,
+            ``"azure-key-vault"``, ``"env"``.
+        name: Provider-specific identifier — K8s Secret name, Vault path,
+            env-var prefix, etc.
+        namespace: Optional scope qualifier — K8s namespace, Vault mount,
+            AWS region, etc.  Defaults to ``""``.
+        connection_type: Optional offline store class type (e.g.,
+            ``"snowflake.offline"``, ``"bigquery"``, ``"spark"``).
+            When empty, inferred from the DataSource class at runtime.
+        auth_type: Authentication mechanism — ``"secret"`` (default),
+            ``"oauth2"``, ``"basic"``, ``"sigv4"``.
+        params: Optional non-sensitive connection parameters (e.g.,
+            account, database, warehouse, endpoint URI).
+    """
+
+    provider: str
+    name: str
+    namespace: str = ""
+    connection_type: str = ""
+    auth_type: str = "secret"
+    params: Dict[str, str] = field(default_factory=dict)
+
+    # -- serialization to/from DataSource tags (backward-compatible) --------
+
+    def to_tags(self) -> Dict[str, str]:
+        """Serialize into DataSource ``tags`` dict entries."""
+        tags: Dict[str, str] = {
+            f"{TAG_PREFIX}provider": self.provider,
+            f"{TAG_PREFIX}name": self.name,
+        }
+        if self.namespace:
+            tags[f"{TAG_PREFIX}namespace"] = self.namespace
+        if self.connection_type:
+            tags[f"{TAG_PREFIX}connection-type"] = self.connection_type
+        if self.auth_type and self.auth_type != "secret":
+            tags[f"{TAG_PREFIX}auth-type"] = self.auth_type
+        for key, value in self.params.items():
+            tags[f"{TAG_PREFIX}param.{key}"] = value
+        return tags
+
+    @classmethod
+    def from_tags(cls, tags: Dict[str, str]) -> Optional["ConnectionRef"]:
+        """Deserialize from DataSource ``tags``.  Returns *None* when no
+        connection-ref tags are present."""
+        provider = tags.get(f"{TAG_PREFIX}provider")
+        name = tags.get(f"{TAG_PREFIX}name")
+        if not provider or not name:
+            return None
+
+        namespace = tags.get(f"{TAG_PREFIX}namespace", "")
+        connection_type = tags.get(f"{TAG_PREFIX}connection-type", "")
+        auth_type = tags.get(f"{TAG_PREFIX}auth-type", "secret")
+
+        params: Dict[str, str] = {}
+        param_prefix = f"{TAG_PREFIX}param."
+        for key, value in tags.items():
+            if key.startswith(param_prefix):
+                param_key = key[len(param_prefix) :]
+                params[param_key] = value
+
+        return cls(
+            provider=provider,
+            name=name,
+            namespace=namespace,
+            connection_type=connection_type,
+            auth_type=auth_type,
+            params=params,
+        )
+
+
+# ---------------------------------------------------------------------------
+# CredentialProvider — pluggable backend abstraction
+# ---------------------------------------------------------------------------
+
+
+class CredentialProvider(ABC):
+    """Resolves a :class:`ConnectionRef` into key-value credential pairs."""
+
+    @abstractmethod
+    def provider_type(self) -> str:
+        """Return the provider identifier this implementation handles."""
+        ...
+
+    @abstractmethod
+    def resolve(self, ref: ConnectionRef) -> Dict[str, str]:
+        """Return credential key-value pairs for *ref*.
+
+        Raises:
+            CredentialResolutionError: If the credentials cannot be resolved.
+        """
+        ...
+
+
+class CredentialResolutionError(Exception):
+    """Raised when a :class:`CredentialProvider` cannot resolve credentials."""
+
+
+# ---------------------------------------------------------------------------
+# Provider registry
+# ---------------------------------------------------------------------------
+
+_PROVIDERS: Dict[str, CredentialProvider] = {}
+
+
+def register_credential_provider(provider: CredentialProvider) -> None:
+    """Register a :class:`CredentialProvider` for its declared type."""
+    _PROVIDERS[provider.provider_type()] = provider
+
+
+def get_credential_provider(provider_type: str) -> CredentialProvider:
+    """Return the registered provider for *provider_type*.
+
+    Raises:
+        CredentialResolutionError: If no provider is registered.
+    """
+    if provider_type not in _PROVIDERS:
+        raise CredentialResolutionError(
+            f"No CredentialProvider registered for type '{provider_type}'. "
+            f"Available: {list(_PROVIDERS.keys())}"
+        )
+    return _PROVIDERS[provider_type]
+
+
+def resolve_credentials(ref: ConnectionRef) -> Dict[str, str]:
+    """Convenience wrapper: look up the provider and resolve *ref*."""
+    return get_credential_provider(ref.provider).resolve(ref)
+
+
+# ---------------------------------------------------------------------------
+
+
+def get_connection_config_override(data_source) -> Optional[Dict[str, str]]:
+    """Get merged connection config from a DataSource's ``connection_ref``.
+
+    Merges resolved credentials (secrets) with non-sensitive ``params``
+    from the connection ref.  Returns ``None`` if no ``connection_ref`` is set.
+
+    Offline stores can use this to override their global config::
+
+        override = get_connection_config_override(data_source)
+        if override:
+            account = override.get("account", config.offline_store.account)
+            ...
+    """
+    ref = getattr(data_source, "connection_ref", None)
+    if ref is None:
+        return None
+    creds = resolve_credentials(ref)
+    if ref.params:
+        merged = dict(ref.params)
+        merged.update(creds)
+        return merged
+    return creds
+
+
+# ---------------------------------------------------------------------------
+# Built-in provider: Environment variables (backward-compatible default)
+# ---------------------------------------------------------------------------
+
+
+class EnvironmentProvider(CredentialProvider):
+    """Reads credentials from environment variables.
+
+    ``ref.name`` is used as a prefix filter.  For example,
+    ``ConnectionRef(provider="env", name="AWS")`` returns all env vars
+    starting with ``AWS`` (``AWS_ACCESS_KEY_ID``, ``AWS_SECRET_ACCESS_KEY``,
+    ``AWS_DEFAULT_REGION``, …).
+
+    If ``ref.name`` is empty or ``"*"``, all env vars are returned (use with
+    care).
+    """
+
+    def provider_type(self) -> str:
+        return "env"
+
+    def resolve(self, ref: ConnectionRef) -> Dict[str, str]:
+        prefix = ref.name
+        if not prefix or prefix == "*":
+            logger.warning(
+                "EnvironmentProvider: resolving ALL environment variables "
+                "(name='%s'). Restrict with a prefix to avoid exposing "
+                "unrelated variables.",
+                ref.name,
+            )
+            return dict(os.environ)
+        return {k: v for k, v in os.environ.items() if k.startswith(prefix)}
+
+
+# ---------------------------------------------------------------------------
+# Built-in provider: Kubernetes Secrets
+# ---------------------------------------------------------------------------
+
+
+class KubernetesSecretProvider(CredentialProvider):
+    """Reads credentials from Kubernetes Secrets via the K8s API.
+
+    Requires the ``kubernetes`` Python package and a valid kubeconfig or
+    in-cluster service account.
+
+    ``ref.name`` is the Secret name.  ``ref.namespace`` is the K8s namespace
+    (falls back to the Pod's own namespace when empty).
+    """
+
+    def provider_type(self) -> str:
+        return "kubernetes"
+
+    def resolve(self, ref: ConnectionRef) -> Dict[str, str]:
+        try:
+            from kubernetes import client
+            from kubernetes import config as k8s_config
+        except ImportError as exc:
+            raise CredentialResolutionError(
+                "kubernetes package is required for the 'kubernetes' "
+                "credential provider.  Install it with: "
+                "pip install kubernetes"
+            ) from exc
+
+        try:
+            k8s_config.load_incluster_config()
+        except k8s_config.ConfigException:
+            try:
+                k8s_config.load_kube_config()
+            except k8s_config.ConfigException as exc:
+                raise CredentialResolutionError(
+                    "Could not load Kubernetes configuration. "
+                    "Ensure the Pod has a service account or a valid kubeconfig."
+                ) from exc
+
+        namespace = ref.namespace or self._current_namespace()
+        v1 = client.CoreV1Api()
+        try:
+            secret = v1.read_namespaced_secret(name=ref.name, namespace=namespace)
+        except client.exceptions.ApiException as exc:
+            raise CredentialResolutionError(
+                f"Failed to read Kubernetes Secret '{ref.name}' "
+                f"in namespace '{namespace}': {exc.reason} (HTTP {exc.status})"
+            ) from None
+
+        import base64
+
+        return {
+            key: base64.b64decode(value).decode("utf-8")
+            for key, value in (secret.data or {}).items()
+        }
+
+    @staticmethod
+    def _current_namespace() -> str:
+        """Return the namespace this Pod is running in."""
+        ns_path = "/var/run/secrets/kubernetes.io/serviceaccount/namespace"
+        try:
+            with open(ns_path) as f:
+                return f.read().strip()
+        except FileNotFoundError:
+            return "default"
+
+
+# ---------------------------------------------------------------------------
+# Built-in provider: HashiCorp Vault (KV v2)
+# ---------------------------------------------------------------------------
+
+
+@dataclass
+class VaultProviderConfig:
+    """Configuration for the Vault credential provider."""
+
+    addr: str = field(default_factory=lambda: os.environ.get("VAULT_ADDR", ""))
+    token: str = field(default_factory=lambda: os.environ.get("VAULT_TOKEN", ""))
+    role: str = field(default_factory=lambda: os.environ.get("VAULT_ROLE", ""))
+    auth_method: str = field(
+        default_factory=lambda: os.environ.get("VAULT_AUTH_METHOD", "token")
+    )
+
+
+class VaultProvider(CredentialProvider):
+    """Reads credentials from HashiCorp Vault KV v2 secrets engine.
+
+    ``ref.name`` is the Vault secret path (e.g. ``"secret/data/feast/my-conn"``).
+    ``ref.namespace`` is the Vault mount point (defaults to ``"secret"``).
+
+    Requires the ``hvac`` Python package.
+    """
+
+    def __init__(self, config: Optional[VaultProviderConfig] = None):
+        self._config = config or VaultProviderConfig()
+
+    def provider_type(self) -> str:
+        return "vault"
+
+    def resolve(self, ref: ConnectionRef) -> Dict[str, str]:
+        try:
+            import hvac
+        except ImportError as exc:
+            raise CredentialResolutionError(
+                "hvac package is required for the 'vault' credential provider. "
+                "Install it with: pip install hvac"
+            ) from exc
+
+        vault_client = hvac.Client(url=self._config.addr, token=self._config.token)
+        if not vault_client.is_authenticated():
+            raise CredentialResolutionError(
+                "Vault client is not authenticated. "
+                "Set VAULT_ADDR and VAULT_TOKEN, or configure auth_method."
+            )
+
+        mount_point = ref.namespace or "secret"
+        try:
+            response = vault_client.secrets.kv.v2.read_secret_version(
+                path=ref.name, mount_point=mount_point
+            )
+        except Exception as exc:
+            raise CredentialResolutionError(
+                f"Failed to read Vault secret '{ref.name}' "
+                f"at mount '{mount_point}': {type(exc).__name__}: {exc}"
+            ) from None
+
+        data = response.get("data", {}).get("data", {})
+        return {k: str(v) for k, v in data.items()}
+
+
+# ---------------------------------------------------------------------------
+# Auto-register built-in providers on import
+# ---------------------------------------------------------------------------
+
+register_credential_provider(EnvironmentProvider())
+register_credential_provider(KubernetesSecretProvider())
+register_credential_provider(VaultProvider())
diff --git a/sdk/python/feast/data_format.py b/sdk/python/feast/data_format.py
index 409c1500f88..b58af65ca99 100644
--- a/sdk/python/feast/data_format.py
+++ b/sdk/python/feast/data_format.py
@@ -33,6 +33,8 @@ def to_proto(self):
         pass
 
     def __eq__(self, other):
+        if not isinstance(other, FileFormat):
+            return False
         return self.to_proto() == other.to_proto()
 
     @classmethod
@@ -95,6 +97,8 @@ def to_proto(self):
         pass
 
     def __eq__(self, other):
+        if not isinstance(other, StreamFormat):
+            return False
         return self.to_proto() == other.to_proto()
 
     @classmethod
diff --git a/sdk/python/feast/data_source.py b/sdk/python/feast/data_source.py
index a84c0d0bf9b..93473fb732e 100644
--- a/sdk/python/feast/data_source.py
+++ b/sdk/python/feast/data_source.py
@@ -22,6 +22,7 @@
 from typeguard import typechecked
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_format import StreamFormat
 from feast.field import Field
 from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
@@ -194,6 +195,10 @@ class DataSource(ABC):
         owner (optional): The owner of the data source, typically the email of the primary
             maintainer.
         date_partition_column (optional): Timestamp column used for partitioning. Not supported by all offline stores.
+        connection_ref (optional): Connection reference for this data source.
+            When set, OfflineStores resolve connection type and credentials at runtime
+            via the registered CredentialProvider instead of using ambient env vars or
+            the global offline_store config. All fields except provider and name are optional.
         created_timestamp: The time when the data source was created.
         last_updated_timestamp: The time when the data source was last updated.
     """
@@ -207,6 +212,7 @@ class DataSource(ABC):
     owner: str
     date_partition_column: str
     timestamp_field_type: str
+    connection_ref: Optional[ConnectionRef]
     created_timestamp: Optional[datetime]
     last_updated_timestamp: Optional[datetime]
 
@@ -222,6 +228,7 @@ def __init__(
         owner: Optional[str] = "",
         date_partition_column: Optional[str] = None,
         timestamp_field_type: Optional[str] = None,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a DataSource object.
@@ -243,6 +250,8 @@ def __init__(
             timestamp_field_type (optional): Type of the timestamp_field column.
                 Defaults to "TIMESTAMP". Set to "DATE" when the event timestamp column
                 is a DATE type, so SQL generation uses date-only comparisons.
+            connection_ref (optional): Connection reference for this data source.
+                See :class:`~feast.credentials.ConnectionRef`.
         """
         self.name = name
         self.timestamp_field = timestamp_field or ""
@@ -264,10 +273,23 @@ def __init__(
             date_partition_column if date_partition_column else ""
         )
         self.timestamp_field_type = timestamp_field_type if timestamp_field_type else ""
+        self.connection_ref = connection_ref
         now = _utc_now()
         self.created_timestamp = now
         self.last_updated_timestamp = now
 
+    def resolve_credentials(self) -> Optional[Dict[str, str]]:
+        """Resolve credentials from the ``connection_ref`` if set.
+
+        Returns ``None`` when no ``connection_ref`` is configured (ambient
+        credentials are used instead).
+        """
+        if self.connection_ref is None:
+            return None
+        from feast.credentials import resolve_credentials
+
+        return resolve_credentials(self.connection_ref)
+
     def __hash__(self):
         return hash((self.name, self.timestamp_field))
 
@@ -279,7 +301,7 @@ def __eq__(self, other):
             return False
 
         if not isinstance(other, DataSource):
-            raise TypeError("Comparisons should only involve DataSource class objects.")
+            return False
 
         if (
             self.name != other.name
@@ -291,6 +313,7 @@ def __eq__(self, other):
             or self.description != other.description
             or self.tags != other.tags
             or self.owner != other.owner
+            or self.connection_ref != other.connection_ref
         ):
             return False
 
@@ -329,6 +352,9 @@ def from_proto(data_source: DataSourceProto) -> Any:
             data_source_instance = cls.from_proto(data_source)
 
         data_source_instance._extract_timestamps_from_proto(data_source)
+        data_source_instance.connection_ref = ConnectionRef.from_tags(
+            dict(data_source.tags)
+        )
 
         return data_source_instance
 
@@ -339,6 +365,10 @@ def to_proto(self) -> DataSourceProto:
         proto = self._to_proto_impl()
         self._set_timestamps_in_proto(proto)
 
+        if self.connection_ref is not None:
+            for key, value in self.connection_ref.to_tags().items():
+                proto.tags[key] = value
+
         return proto
 
     @abstractmethod
@@ -499,9 +529,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, KafkaSource):
-            raise TypeError(
-                "Comparisons should only involve KafkaSource class objects."
-            )
+            return False
 
         if not super().__eq__(other):
             return False
@@ -639,9 +667,7 @@ def get_table_column_names_and_types(
 
     def __eq__(self, other):
         if not isinstance(other, RequestSource):
-            raise TypeError(
-                "Comparisons should only involve RequestSource class objects."
-            )
+            return False
 
         if not super().__eq__(other):
             return False
@@ -801,9 +827,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, KinesisSource):
-            raise TypeError(
-                "Comparisons should only involve KinesisSource class objects."
-            )
+            return False
 
         if not super().__eq__(other):
             return False
diff --git a/sdk/python/feast/dataset_utils.py b/sdk/python/feast/dataset_utils.py
index 3a5b617caf4..cea6c9330a2 100644
--- a/sdk/python/feast/dataset_utils.py
+++ b/sdk/python/feast/dataset_utils.py
@@ -22,10 +22,12 @@ def coerce_value(val: str) -> Union[int, float, str]:
     return val
 
 
-def build_saved_dataset_storage(storage_type: str, path: str):
+def build_saved_dataset_storage(
+    storage_type: str, path: str, file_format: Optional[str] = None
+):
     """Build a SavedDatasetStorage object from type string and path/table reference.
 
-    Supports: file (default), bigquery, snowflake, redshift.
+    Supports: file (default), bigquery, snowflake, redshift, spark, trino, athena.
     Unknown types fall back to file storage.
     """
     from feast.infra.offline_stores.file_source import SavedDatasetFileStorage
@@ -47,6 +49,36 @@ def build_saved_dataset_storage(storage_type: str, path: str):
             "SavedDatasetRedshiftStorage",
             "redshift",
         ),
+        (
+            "feast.infra.offline_stores.contrib.spark_offline_store.spark_source",
+            "SavedDatasetSparkStorage",
+            "spark",
+        ),
+        (
+            "feast.infra.offline_stores.contrib.trino_offline_store.trino_source",
+            "SavedDatasetTrinoStorage",
+            "trino",
+        ),
+        (
+            "feast.infra.offline_stores.contrib.athena_offline_store.athena_source",
+            "SavedDatasetAthenaStorage",
+            "athena",
+        ),
+        (
+            "feast.infra.offline_stores.contrib.postgres_offline_store.postgres_source",
+            "SavedDatasetPostgreSQLStorage",
+            "postgres",
+        ),
+        (
+            "feast.infra.offline_stores.contrib.clickhouse_offline_store.clickhouse_source",
+            "SavedDatasetClickhouseStorage",
+            "clickhouse",
+        ),
+        (
+            "feast.infra.offline_stores.contrib.couchbase_offline_store.couchbase_source",
+            "SavedDatasetCouchbaseColumnarStorage",
+            "couchbase",
+        ),
     ]:
         try:
             m = importlib.import_module(mod)
@@ -60,6 +92,26 @@ def build_saved_dataset_storage(storage_type: str, path: str):
         return storage_classes["snowflake"](table_ref=path)
     elif storage_type == "redshift" and "redshift" in storage_classes:
         return storage_classes["redshift"](table_ref=path)
+    elif storage_type == "spark" and "spark" in storage_classes:
+        return storage_classes["spark"](path=path, file_format=file_format or "parquet")
+    elif storage_type == "trino" and "trino" in storage_classes:
+        return storage_classes["trino"](table=path)
+    elif storage_type == "athena" and "athena" in storage_classes:
+        return storage_classes["athena"](table_ref=path)
+    elif storage_type == "postgres" and "postgres" in storage_classes:
+        return storage_classes["postgres"](table_ref=path)
+    elif storage_type == "clickhouse" and "clickhouse" in storage_classes:
+        return storage_classes["clickhouse"](table_ref=path)
+    elif storage_type == "couchbase" and "couchbase" in storage_classes:
+        parts = path.split(".", 2)
+        database_ref = parts[0] if len(parts) > 0 else ""
+        scope_ref = parts[1] if len(parts) > 1 else ""
+        collection_ref = parts[2] if len(parts) > 2 else ""
+        return storage_classes["couchbase"](
+            database_ref=database_ref,
+            scope_ref=scope_ref,
+            collection_ref=collection_ref,
+        )
     else:
         return SavedDatasetFileStorage(path=path)
 
diff --git a/sdk/python/feast/dbt/parser.py b/sdk/python/feast/dbt/parser.py
index 676a5a76f11..9314104c9c1 100644
--- a/sdk/python/feast/dbt/parser.py
+++ b/sdk/python/feast/dbt/parser.py
@@ -8,6 +8,7 @@
 """
 
 import json
+from copy import deepcopy
 from dataclasses import dataclass, field
 from pathlib import Path
 from typing import Any, Dict, List, Optional
@@ -79,6 +80,34 @@ def __init__(self, manifest_path: str):
         self._raw_manifest: Optional[Dict[str, Any]] = None
         self._parsed_manifest: Optional[Any] = None
 
+    @staticmethod
+    def _sanitize_supported_languages(manifest: Dict[str, Any]) -> Dict[str, Any]:
+        """
+        Remove unsupported macro language values before typed parsing.
+
+        dbt may emit values like "javascript" in `macros.*.supported_languages`,
+        while dbt-artifacts-parser currently accepts only "python" and "sql".
+        Since Feast only needs model metadata, dropping unknown values is safe.
+        """
+        manifest_copy = deepcopy(manifest)
+        macros = manifest_copy.get("macros", {})
+        if not isinstance(macros, dict):
+            return manifest_copy
+
+        for macro in macros.values():
+            if not isinstance(macro, dict):
+                continue
+
+            supported_languages = macro.get("supported_languages")
+            if isinstance(supported_languages, list):
+                macro["supported_languages"] = [
+                    language
+                    for language in supported_languages
+                    if language in {"python", "sql"}
+                ]
+
+        return manifest_copy
+
     def parse(self) -> None:
         """
         Load and parse the manifest.json file using dbt-artifacts-parser.
@@ -108,7 +137,15 @@ def parse(self) -> None:
             from dbt_artifacts_parser.parser import parse_manifest
 
             assert self._raw_manifest is not None
-            self._parsed_manifest = parse_manifest(manifest=self._raw_manifest)
+            try:
+                self._parsed_manifest = parse_manifest(manifest=self._raw_manifest)
+            except Exception as e:
+                if "supported_languages" not in str(e):
+                    raise
+                sanitized_manifest = self._sanitize_supported_languages(
+                    self._raw_manifest
+                )
+                self._parsed_manifest = parse_manifest(manifest=sanitized_manifest)
         except ImportError:
             raise ImportError(
                 "dbt-artifacts-parser is required for dbt integration.\n"
diff --git a/sdk/python/feast/embedder.py b/sdk/python/feast/embedder.py
index c847f78a21c..a0bccdd75ed 100644
--- a/sdk/python/feast/embedder.py
+++ b/sdk/python/feast/embedder.py
@@ -1,10 +1,128 @@
 from abc import ABC, abstractmethod
 from dataclasses import dataclass
-from typing import TYPE_CHECKING, Any, Callable, List, Optional
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    Callable,
+    List,
+    Optional,
+    Protocol,
+    runtime_checkable,
+)
+
+import pandas as pd
 
 if TYPE_CHECKING:
     import numpy as np
-import pandas as pd
+
+    from feast.repo_config import EmbeddingModelConfig
+
+
+@runtime_checkable
+class EmbeddingProvider(Protocol):
+    """Protocol for query-time embedding providers.
+
+    Implement this to plug in any embedding backend (OpenAI, Cohere,
+    SentenceTransformers, a local model, etc.) for use in
+    ``openai_search`` and the OpenAI-compatible
+    feature server endpoints.
+
+    Example::
+
+        class MyEmbeddingProvider:
+            def embed(self, texts: List[str]) -> List[List[float]]:
+                return my_model.encode(texts)
+
+            async def aembed(self, texts: List[str]) -> List[List[float]]:
+                return await my_model.aencode(texts)
+    """
+
+    def embed(self, texts: List[str]) -> List[List[float]]:
+        """Return one embedding vector per input text."""
+        ...
+
+    async def aembed(self, texts: List[str]) -> List[List[float]]:
+        """Async variant of :meth:`embed`."""
+        ...
+
+
+class SentenceTransformersEmbeddingProvider:
+    """EmbeddingProvider backed by Sentence Transformers (local inference).
+
+    Runs entirely on-device — no external API key required.  Ideal for
+    air-gapped deployments, cost-sensitive workloads, or environments where
+    outbound API calls are restricted.
+
+    Requires the ``sentence-transformers`` package::
+
+        pip install sentence-transformers
+
+    Configuration in ``feature_store.yaml``::
+
+        embedding_model:
+          provider: sentence_transformers
+          model: all-MiniLM-L6-v2   # any HuggingFace sentence-transformers model
+
+    The model is loaded lazily on the first call to :meth:`embed` or
+    :meth:`aembed` so that import cost is paid only when the provider is
+    actually used.
+    """
+
+    def __init__(self, model: str = "all-MiniLM-L6-v2"):
+        self.model_name = model
+        self._model = None
+
+    @classmethod
+    def from_config(
+        cls, config: "EmbeddingModelConfig"
+    ) -> "SentenceTransformersEmbeddingProvider":
+        """Build a provider from a :class:`~feast.repo_config.EmbeddingModelConfig`."""
+        return cls(model=config.model)
+
+    def _load_model(self):
+        if self._model is None:
+            try:
+                from sentence_transformers import SentenceTransformer
+            except ImportError:
+                raise ImportError(
+                    "sentence-transformers is required for the "
+                    "'sentence_transformers' embedding provider. "
+                    "Install with: pip install sentence-transformers"
+                )
+            self._model = SentenceTransformer(self.model_name)
+        return self._model
+
+    def embed(self, texts: List[str]) -> List[List[float]]:
+        model = self._load_model()
+        embeddings = model.encode(texts, convert_to_numpy=True)
+        return [emb.tolist() for emb in embeddings]
+
+    async def aembed(self, texts: List[str]) -> List[List[float]]:
+        import asyncio
+
+        loop = asyncio.get_event_loop()
+        return await loop.run_in_executor(None, self.embed, texts)
+
+
+def get_embedding_provider(
+    config: "EmbeddingModelConfig",
+) -> "EmbeddingProvider":
+    """Factory that returns the appropriate :class:`EmbeddingProvider` for *config*.
+
+    Dispatches on ``config.provider``:
+
+    * ``"sentence_transformers"`` (default) → :class:`SentenceTransformersEmbeddingProvider`
+
+    Raises:
+        ValueError: If ``config.provider`` is not a recognised value.
+    """
+    provider = (config.provider or "sentence_transformers").lower()
+    if provider == "sentence_transformers":
+        return SentenceTransformersEmbeddingProvider.from_config(config)
+    raise ValueError(
+        f"Unknown embedding provider: '{config.provider}'. "
+        "Supported values: 'sentence_transformers'."
+    )
 
 
 @dataclass
diff --git a/sdk/python/feast/entity.py b/sdk/python/feast/entity.py
index bcfa170a96d..bbd13c83e48 100644
--- a/sdk/python/feast/entity.py
+++ b/sdk/python/feast/entity.py
@@ -126,7 +126,7 @@ def __hash__(self) -> int:
 
     def __eq__(self, other):
         if not isinstance(other, Entity):
-            raise TypeError("Comparisons should only involve Entity class objects.")
+            return False
 
         if (
             self.name != other.name
diff --git a/sdk/python/feast/feature.py b/sdk/python/feast/feature.py
index db629d677a8..df8f860acd8 100644
--- a/sdk/python/feast/feature.py
+++ b/sdk/python/feast/feature.py
@@ -50,6 +50,8 @@ def __init__(
             self._labels = labels
 
     def __eq__(self, other):
+        if not isinstance(other, Feature):
+            return False
         if self.name != other.name or self.dtype != other.dtype:
             return False
         return True
diff --git a/sdk/python/feast/feature_server.py b/sdk/python/feast/feature_server.py
index bba91130db3..e42e28d6db9 100644
--- a/sdk/python/feast/feature_server.py
+++ b/sdk/python/feast/feature_server.py
@@ -13,12 +13,14 @@
 # limitations under the License.
 
 import asyncio
+import functools
 import os
 import sys
 import threading
 import time
 import traceback
 from collections import defaultdict
+from concurrent.futures import ThreadPoolExecutor
 from contextlib import asynccontextmanager
 from datetime import datetime
 from importlib import resources as importlib_resources
@@ -30,6 +32,7 @@
 from fastapi import (
     Depends,
     FastAPI,
+    Query,
     Request,
     Response,
     WebSocket,
@@ -40,7 +43,7 @@
 from fastapi.logger import logger
 from fastapi.responses import JSONResponse
 from fastapi.staticfiles import StaticFiles
-from pydantic import BaseModel, field_validator
+from pydantic import BaseModel, Field, field_validator
 
 import feast
 from feast import metrics as feast_metrics
@@ -49,10 +52,13 @@
 from feast.data_source import PushMode
 from feast.errors import (
     FeastError,
+    FeatureViewNotFoundException,
 )
 from feast.feast_object import FeastObject
 from feast.feature_server_utils import convert_response_to_dict
+from feast.feature_view import FeatureViewState
 from feast.feature_view_utils import get_feature_view_from_feature_store
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.permissions.action import WRITE, AuthzedAction
 from feast.permissions.security_manager import (
     assert_permissions,
@@ -66,6 +72,7 @@
     init_security_manager,
     str_to_auth_manager_type,
 )
+from feast.vector_store_utils import VectorStoreRegistry, build_vector_store_object
 
 
 # TODO: deprecate this in favor of push features
@@ -90,12 +97,26 @@ class MaterializeRequest(BaseModel):
     feature_views: Optional[List[str]] = None
     disable_event_timestamp: bool = False
     full_feature_names: bool = False
+    version: Optional[str] = Field(
+        None,
+        description=(
+            "Optional version to materialize (e.g. 'v2'). Requires feature_views "
+            "with exactly one entry and registry.enable_online_feature_view_versioning."
+        ),
+    )
 
 
 class MaterializeIncrementalRequest(BaseModel):
     end_ts: str
     feature_views: Optional[List[str]] = None
     full_feature_names: bool = False
+    version: Optional[str] = Field(
+        None,
+        description=(
+            "Optional version to materialize (e.g. 'v2'). Requires feature_views "
+            "with exactly one entry and registry.enable_online_feature_view_versioning."
+        ),
+    )
 
 
 class GetOnlineFeaturesRequest(BaseModel):
@@ -114,7 +135,36 @@ class GetOnlineDocumentsRequest(BaseModel):
     top_k: Optional[int] = None
     query: Optional[List[float]] = None
     query_string: Optional[str] = None
+    distance_metric: Optional[str] = None
     api_version: Optional[int] = 1
+    filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None
+
+
+class OpenAISearchMetadata(BaseModel):
+    features_to_retrieve: Optional[List[str]] = None
+    content_field: Optional[str] = None
+
+
+class OpenAIRankingOptions(BaseModel):
+    ranker: Optional[str] = None
+    score_threshold: Optional[float] = None
+
+
+class OpenAISearchRequest(BaseModel):
+    query: Union[str, List[str]]
+    filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None
+    max_num_results: Optional[int] = 10
+    ranking_options: Optional[OpenAIRankingOptions] = None
+    rewrite_query: Optional[bool] = None
+    metadata: Optional[OpenAISearchMetadata] = None
+
+
+class OpenAIVectorStoreObject(BaseModel):
+    id: str
+    object: str = "vector_store"
+    name: str
+    status: str = "completed"
+    created_at: int = 0
 
 
 class FeatureVectorResponse(BaseModel):
@@ -300,6 +350,128 @@ async def load_static_artifacts(app: FastAPI, store):
         logger.warning(f"Failed to load static artifacts: {e}")
 
 
+def _authorize_materialize_views(
+    store: "feast.FeatureStore",
+    feature_view_names: Optional[List[str]],
+    version: Optional[str] = None,
+) -> List[str]:
+    """Resolve + authorize feature views for materialization.
+
+    Returns the resolved list of FV names (all eligible FVs when
+    feature_view_names is None).
+    """
+    parsed_version = store._validate_materialize_version(version, feature_view_names)
+    feature_views_to_materialize = store._get_feature_views_to_materialize(
+        feature_view_names, version=parsed_version
+    )
+    for fv in feature_views_to_materialize:
+        assert_permissions(
+            resource=fv,
+            actions=[AuthzedAction.WRITE_ONLINE],
+        )
+    return [fv.name for fv in feature_views_to_materialize]
+
+
+def _check_already_materializing(
+    store: "feast.FeatureStore",
+    fv_names: List[str],
+) -> Optional[JSONResponse]:
+    """Return a 409 JSONResponse if any requested FV is already MATERIALIZING."""
+    conflicting: List[str] = []
+    for fv_name in fv_names:
+        try:
+            fv = store.registry.get_feature_view(
+                fv_name, store.project, allow_cache=False
+            )
+            if getattr(fv, "state", None) == FeatureViewState.MATERIALIZING:
+                conflicting.append(fv_name)
+        except (FeatureViewNotFoundException, KeyError):
+            pass
+        except Exception as e:
+            logger.warning(
+                f"Unexpected error checking MATERIALIZING state for {fv_name}: {e}"
+            )
+    if conflicting:
+        return JSONResponse(
+            status_code=409,
+            content={
+                "error": (
+                    f"Cannot start async materialization — the following feature "
+                    f"views are already in MATERIALIZING state: {conflicting}. "
+                    f"Use ?force=true to override."
+                ),
+                "feature_views": conflicting,
+            },
+        )
+    return None
+
+
+def _update_fv_state(
+    store: "feast.FeatureStore",
+    fv_names: List[str],
+    state: FeatureViewState,
+) -> None:
+    """Set FV state in the registry for each named feature view."""
+    for fv_name in fv_names:
+        try:
+            fv = store.registry.get_feature_view(
+                fv_name, store.project, allow_cache=False
+            )
+            fv.state = state
+            store.registry.apply_feature_view(fv, store.project)
+        except (FeatureViewNotFoundException, KeyError):
+            logger.warning(f"Feature view {fv_name} not found; skip state={state}")
+        except Exception as e:
+            logger.warning(f"Failed to set state={state} for {fv_name}: {e}")
+
+
+def _reset_stuck_materializing_to_generated(
+    store: "feast.FeatureStore",
+    fv_names: List[str],
+) -> None:
+    """Reset FVs currently in MATERIALIZING to GENERATED (force override)."""
+    stuck: List[str] = []
+    for fv_name in fv_names:
+        try:
+            fv = store.registry.get_feature_view(
+                fv_name, store.project, allow_cache=False
+            )
+            if getattr(fv, "state", None) == FeatureViewState.MATERIALIZING:
+                stuck.append(fv_name)
+        except (FeatureViewNotFoundException, KeyError):
+            pass
+        except Exception as e:
+            logger.warning(f"Unexpected error while force-resetting {fv_name}: {e}")
+    if stuck:
+        _update_fv_state(store, stuck, FeatureViewState.GENERATED)
+        logger.info(
+            "Force reset MATERIALIZING → GENERATED for feature views: %s", stuck
+        )
+
+
+def _parse_materialize_timestamps(
+    request: "MaterializeRequest",
+) -> tuple:
+    """Parse and validate start/end timestamps from a MaterializeRequest."""
+    if request.disable_event_timestamp:
+        now = datetime.now()
+        return datetime(1970, 1, 1), now
+
+    if not request.start_ts or not request.end_ts:
+        raise ValueError(
+            "start_ts and end_ts are required when disable_event_timestamp is False"
+        )
+    try:
+        start_date = utils.make_tzaware(parser.parse(request.start_ts))
+        end_date = utils.make_tzaware(parser.parse(request.end_ts))
+    except (ValueError, TypeError) as e:
+        raise ValueError(f"Invalid timestamp format: {e}") from e
+
+    if start_date >= end_date:
+        raise ValueError(f"start_ts ({start_date}) must be before end_ts ({end_date})")
+    return start_date, end_date
+
+
 def get_app(
     store: "feast.FeatureStore",
     registry_ttl_sec: int = DEFAULT_FEATURE_SERVER_REGISTRY_TTL,
@@ -324,7 +496,11 @@ def get_app(
 
     The app provides the following endpoints:
     - `/get-online-features`: Get online features
-    - `/retrieve-online-documents`: Retrieve online documents
+    - `/search`: Vector similarity search (RAG)
+    - `/retrieve-online-documents`: Deprecated alias for `/search`
+    - `/v1/vector_stores`: List vector stores (GET)
+    - `/v1/vector_stores/{vector_store_id}`: Get a vector store (GET)
+    - `/v1/vector_stores/{vector_store_id}/search`: OpenAI-compatible vector search
     - `/push`: Push features to the feature store
     - `/write-to-online-store`: Write to the online store
     - `/health`: Health check
@@ -375,17 +551,36 @@ def get_app(
     else:
         logger.debug("Offline write batching is DISABLED")
 
+    # Dedicated pool for async materialize so long Spark/offline waits do not
+    # starve the default executor used by online serving and run_in_threadpool.
+    _mat_workers_raw = os.environ.get("FEAST_MATERIALIZE_MAX_WORKERS", "2")
+    try:
+        materialize_max_workers = max(1, int(_mat_workers_raw))
+    except ValueError:
+        logger.warning(
+            "Invalid FEAST_MATERIALIZE_MAX_WORKERS=%r; using default 2",
+            _mat_workers_raw,
+        )
+        materialize_max_workers = 2
+    materialize_executor = ThreadPoolExecutor(
+        max_workers=materialize_max_workers,
+        thread_name_prefix="feast-materialize",
+    )
+
     def stop_refresh():
         nonlocal shutting_down
         shutting_down = True
         if active_timer:
             active_timer.cancel()
 
+    vs_registry = VectorStoreRegistry(store)
+
     def async_refresh():
         if shutting_down:
             return
 
         store.refresh_registry()
+        vs_registry.refresh()
 
         if registry_ttl_sec:
             nonlocal active_timer
@@ -405,6 +600,9 @@ async def lifespan(app: FastAPI):
             stop_refresh()
             if offline_batcher is not None:
                 offline_batcher.shutdown()
+            # wait=False: do not block process exit on in-flight materialize
+            # (same fire-and-forget contract as returning 202 mid-job).
+            materialize_executor.shutdown(wait=False)
             await store.close()
 
     app = FastAPI(lifespan=lifespan)
@@ -456,18 +654,12 @@ async def get_online_features(request: GetOnlineFeaturesRequest) -> Any:
             )
             return JSONResponse(content=response_dict)
 
-    @app.post(
-        "/retrieve-online-documents",
-        dependencies=[Depends(inject_user_details)],
-        response_model=OnlineFeaturesResponse,
-    )
-    async def retrieve_online_documents(
+    async def _search_online_documents(
         request: GetOnlineDocumentsRequest,
-    ) -> Any:
-        with feast_metrics.track_request_latency("/retrieve-online-documents"):
-            logger.warning(
-                "This endpoint is in alpha and will be moved to /get-online-features when stable."
-            )
+        *,
+        metrics_path: str,
+    ) -> JSONResponse:
+        with feast_metrics.track_request_latency(metrics_path):
             features = await _get_features(request, store)
 
             read_params = dict(
@@ -477,6 +669,10 @@ async def retrieve_online_documents(
             )
             if request.api_version == 2 and request.query_string is not None:
                 read_params["query_string"] = request.query_string
+            if request.api_version == 2 and request.distance_metric is not None:
+                read_params["distance_metric"] = request.distance_metric
+            if request.api_version == 2 and request.filters is not None:
+                read_params["filters"] = request.filters
 
             if request.api_version == 2:
                 read_params["include_feature_view_version_metadata"] = (
@@ -495,6 +691,124 @@ async def retrieve_online_documents(
             )
             return JSONResponse(content=response_dict)
 
+    @app.post(
+        "/search",
+        dependencies=[Depends(inject_user_details)],
+        response_model=OnlineFeaturesResponse,
+    )
+    async def search(request: GetOnlineDocumentsRequest) -> JSONResponse:
+        """Vector similarity search against online document embeddings."""
+        return await _search_online_documents(request, metrics_path="/search")
+
+    @app.post(
+        "/retrieve-online-documents",
+        dependencies=[Depends(inject_user_details)],
+        response_model=OnlineFeaturesResponse,
+        include_in_schema=False,
+    )
+    async def retrieve_online_documents(
+        request: GetOnlineDocumentsRequest,
+    ) -> JSONResponse:
+        logger.warning(
+            "POST /retrieve-online-documents is deprecated; use POST /search instead."
+        )
+        return await _search_online_documents(
+            request, metrics_path="/retrieve-online-documents"
+        )
+
+    @app.get(
+        "/v1/vector_stores",
+        dependencies=[Depends(inject_user_details)],
+    )
+    async def list_vector_stores() -> JSONResponse:
+        permitted: list = []
+        for obj in vs_registry.list_vector_stores():
+            fv = vs_registry.resolve(obj["id"])
+            try:
+                assert_permissions(resource=fv, actions=[AuthzedAction.DESCRIBE])
+                permitted.append(obj)
+            except Exception:
+                pass
+        return JSONResponse(content={"object": "list", "data": permitted})
+
+    @app.get(
+        "/v1/vector_stores/{vector_store_id}",
+        dependencies=[Depends(inject_user_details)],
+    )
+    async def get_vector_store(vector_store_id: str) -> JSONResponse:
+        try:
+            fv = vs_registry.resolve(vector_store_id)
+            assert_permissions(resource=fv, actions=[AuthzedAction.DESCRIBE])
+        except FeatureViewNotFoundException:
+            return JSONResponse(
+                status_code=404,
+                content={
+                    "error": {
+                        "message": f"No vector store found with id '{vector_store_id}'",
+                        "type": "not_found_error",
+                    }
+                },
+            )
+        return JSONResponse(content=build_vector_store_object(store.project, fv))
+
+    @app.post(
+        "/v1/vector_stores/{vector_store_id}/search",
+        dependencies=[Depends(inject_user_details)],
+    )
+    async def vector_store_search(
+        vector_store_id: str,
+        request: OpenAISearchRequest,
+    ) -> JSONResponse:
+        with feast_metrics.track_request_latency(
+            "/v1/vector_stores/{vector_store_id}/search"
+        ):
+            try:
+                feature_view = vs_registry.resolve(vector_store_id)
+                assert_permissions(
+                    resource=feature_view,
+                    actions=[AuthzedAction.READ_ONLINE],
+                )
+
+                result = await store.openai_search(
+                    vector_store_id=feature_view.name,
+                    query=request.query,
+                    vs_id=vector_store_id,
+                    max_num_results=request.max_num_results or 10,
+                    filters=request.filters,
+                    ranking_options=(
+                        request.ranking_options.model_dump()
+                        if request.ranking_options
+                        else None
+                    ),
+                    rewrite_query=request.rewrite_query,
+                    features_to_retrieve=(
+                        request.metadata.features_to_retrieve
+                        if request.metadata
+                        else None
+                    ),
+                )
+            except FeatureViewNotFoundException:
+                return JSONResponse(
+                    status_code=404,
+                    content={
+                        "error": {
+                            "message": f"No vector store found with id '{vector_store_id}'",
+                            "type": "not_found_error",
+                        }
+                    },
+                )
+            except ValueError as e:
+                return JSONResponse(
+                    status_code=422,
+                    content={
+                        "error": {
+                            "message": str(e),
+                            "type": "invalid_request_error",
+                        }
+                    },
+                )
+            return JSONResponse(content=result)
+
     @app.post("/push", dependencies=[Depends(inject_user_details)])
     async def push(request: PushFeaturesRequest) -> Response:
         with feast_metrics.track_request_latency("/push"):
@@ -642,70 +956,115 @@ async def chat_ui():
         return Response(content=content, media_type="text/html")
 
     @app.post("/materialize", dependencies=[Depends(inject_user_details)])
-    async def materialize(request: MaterializeRequest) -> None:
+    async def materialize(
+        request: MaterializeRequest,
+        async_mode: bool = Query(False, alias="async"),
+        force: bool = Query(False),
+    ):
         with feast_metrics.track_request_latency("/materialize"):
-            if request.feature_views:
-                for feature_view in request.feature_views:
-                    resource = await _get_feast_object(feature_view, True)
-                    assert_permissions(
-                        resource=resource,
-                        actions=[AuthzedAction.WRITE_ONLINE],
-                    )
-            else:
-                feature_views_to_materialize = store._get_feature_views_to_materialize(
-                    None
-                )
-                for fv in feature_views_to_materialize:
-                    assert_permissions(
-                        resource=fv,
-                        actions=[AuthzedAction.WRITE_ONLINE],
-                    )
+            fv_names = _authorize_materialize_views(
+                store, request.feature_views, version=request.version
+            )
+            start_date, end_date = _parse_materialize_timestamps(request)
 
-            if request.disable_event_timestamp:
-                now = datetime.now()
-                start_date = datetime(1970, 1, 1)
-                end_date = now
-            else:
-                if not request.start_ts or not request.end_ts:
-                    raise ValueError(
-                        "start_ts and end_ts are required when disable_event_timestamp is False"
-                    )
-                start_date = utils.make_tzaware(parser.parse(request.start_ts))
-                end_date = utils.make_tzaware(parser.parse(request.end_ts))
+            if async_mode:
+                if force:
+                    _reset_stuck_materializing_to_generated(store, fv_names)
+                else:
+                    conflict = _check_already_materializing(store, fv_names)
+                    if conflict:
+                        return conflict
+
+                # Reserve MATERIALIZING before 202 so concurrent requests hit 409.
+                # store.materialize() treats already-MATERIALIZING as a no-op.
+                _update_fv_state(store, fv_names, FeatureViewState.MATERIALIZING)
+
+                def _run_materialize():
+                    try:
+                        store.materialize(
+                            start_date,
+                            end_date,
+                            fv_names,
+                            disable_event_timestamp=request.disable_event_timestamp,
+                            full_feature_names=request.full_feature_names,
+                            version=request.version,
+                        )
+                    except Exception as e:
+                        logger.error(
+                            f"Async materialization failed for {fv_names}: {e}",
+                            exc_info=True,
+                        )
+                        _reset_stuck_materializing_to_generated(store, fv_names)
+
+                loop = asyncio.get_running_loop()
+                loop.run_in_executor(materialize_executor, _run_materialize)
+
+                return JSONResponse(
+                    status_code=202,
+                    content={"status": "accepted", "feature_views": fv_names},
+                )
 
             await run_in_threadpool(
                 store.materialize,
                 start_date,
                 end_date,
-                request.feature_views,
+                fv_names,
                 disable_event_timestamp=request.disable_event_timestamp,
                 full_feature_names=request.full_feature_names,
+                version=request.version,
             )
 
     @app.post("/materialize-incremental", dependencies=[Depends(inject_user_details)])
-    async def materialize_incremental(request: MaterializeIncrementalRequest) -> None:
+    async def materialize_incremental(
+        request: MaterializeIncrementalRequest,
+        async_mode: bool = Query(False, alias="async"),
+        force: bool = Query(False),
+    ):
         with feast_metrics.track_request_latency("/materialize-incremental"):
-            if request.feature_views:
-                for feature_view in request.feature_views:
-                    resource = await _get_feast_object(feature_view, True)
-                    assert_permissions(
-                        resource=resource,
-                        actions=[AuthzedAction.WRITE_ONLINE],
-                    )
-            else:
-                feature_views_to_materialize = store._get_feature_views_to_materialize(
-                    None
+            fv_names = _authorize_materialize_views(
+                store, request.feature_views, version=request.version
+            )
+            end_date = utils.make_tzaware(parser.parse(request.end_ts))
+
+            if async_mode:
+                if force:
+                    _reset_stuck_materializing_to_generated(store, fv_names)
+                else:
+                    conflict = _check_already_materializing(store, fv_names)
+                    if conflict:
+                        return conflict
+
+                _update_fv_state(store, fv_names, FeatureViewState.MATERIALIZING)
+
+                def _run_materialize_incremental():
+                    try:
+                        store.materialize_incremental(
+                            end_date,
+                            fv_names,
+                            full_feature_names=request.full_feature_names,
+                            version=request.version,
+                        )
+                    except Exception as e:
+                        logger.error(
+                            f"Async materialize-incremental failed for {fv_names}: {e}",
+                            exc_info=True,
+                        )
+                        _reset_stuck_materializing_to_generated(store, fv_names)
+
+                loop = asyncio.get_running_loop()
+                loop.run_in_executor(materialize_executor, _run_materialize_incremental)
+
+                return JSONResponse(
+                    status_code=202,
+                    content={"status": "accepted", "feature_views": fv_names},
                 )
-                for fv in feature_views_to_materialize:
-                    assert_permissions(
-                        resource=fv,
-                        actions=[AuthzedAction.WRITE_ONLINE],
-                    )
+
             await run_in_threadpool(
                 store.materialize_incremental,
-                utils.make_tzaware(parser.parse(request.end_ts)),
-                request.feature_views,
+                end_date,
+                fv_names,
                 full_feature_names=request.full_feature_names,
+                version=request.version,
             )
 
     @app.exception_handler(Exception)
@@ -849,6 +1208,7 @@ def __init__(
                 store=store,
                 registry_ttl_sec=options["registry_ttl_sec"],
             )
+            self._store = store
             self._options = options
             self._metrics_enabled = metrics_enabled
             super().__init__()
@@ -860,15 +1220,19 @@ def load_config(self):
 
             self.cfg.set("worker_class", "uvicorn_worker.UvicornWorker")
             if self._metrics_enabled:
-                self.cfg.set("post_worker_init", _gunicorn_post_worker_init)
+                self.cfg.set(
+                    "post_worker_init",
+                    functools.partial(_gunicorn_post_worker_init, self._store),
+                )
                 self.cfg.set("child_exit", _gunicorn_child_exit)
 
         def load(self):
             return self._app
 
-    def _gunicorn_post_worker_init(worker):
-        """Start per-worker resource monitoring after Gunicorn forks."""
+    def _gunicorn_post_worker_init(store: "feast.FeatureStore", worker):
+        """Start per-worker resource and freshness monitoring after Gunicorn forks."""
         feast_metrics.init_worker_monitoring()
+        feast_metrics.init_worker_freshness_monitoring(store)
 
     def _gunicorn_child_exit(server, worker):
         """Clean up Prometheus metric files for a dead worker."""
@@ -906,6 +1270,7 @@ def start_server(
             store,
             metrics_config=flags,
             start_resource_monitoring=not uses_gunicorn,
+            start_freshness_monitoring=not uses_gunicorn,
         )
 
     logger.debug("start_server called")
diff --git a/sdk/python/feast/feature_service.py b/sdk/python/feast/feature_service.py
index 983ead2c416..5cc61372e0f 100644
--- a/sdk/python/feast/feature_service.py
+++ b/sdk/python/feast/feature_service.py
@@ -1,14 +1,18 @@
 from datetime import datetime
-from typing import Dict, List, Optional, Union
+from typing import TYPE_CHECKING, Dict, List, Optional, Union
 
 from google.protobuf.json_format import MessageToJson
 from typeguard import typechecked
 
 from feast.base_feature_view import BaseFeatureView
-from feast.errors import FeatureViewMissingDuringFeatureServiceInference
+from feast.errors import (
+    FeastObjectNotFoundException,
+    FeatureViewMissingDuringFeatureServiceInference,
+)
 from feast.feature_logging import LoggingConfig
 from feast.feature_view import FeatureView
 from feast.feature_view_projection import FeatureViewProjection
+from feast.field import Field
 from feast.labeling.label_view import LabelView
 from feast.on_demand_feature_view import OnDemandFeatureView
 from feast.protos.feast.core.FeatureService_pb2 import (
@@ -21,6 +25,9 @@
     FeatureServiceSpec as FeatureServiceSpecProto,
 )
 
+if TYPE_CHECKING:
+    from feast.infra.registry.base_registry import BaseRegistry
+
 
 @typechecked
 class FeatureService:
@@ -161,6 +168,119 @@ def infer_features(
                     f'{type(feature_grouping)} as part of the "features" argument.)'
                 )
 
+    def prepare_for_apply(
+        self,
+        registry: "BaseRegistry",
+        project: str,
+        allow_cache: bool = False,
+    ) -> "FeatureService":
+        """
+        Materialize feature view projections before registry apply.
+
+        Uses the same FeatureService construction and ``infer_features`` path as
+        ``FeatureStore.apply`` for SDK-defined services.
+
+        When the service is already fully resolved (SDK path where _features is
+        set and projections already have features populated via infer_features,
+        OR the proto deserialization path where projections carry full dtype
+        info), this is a no-op.
+        """
+        from feast.types import Invalid
+
+        if self._features and all(p.features for p in self.feature_view_projections):
+            return self
+
+        if (
+            not self._features
+            and self.feature_view_projections
+            and all(
+                p.features and all(f.dtype != Invalid for f in p.features)
+                for p in self.feature_view_projections
+            )
+        ):
+            return self
+
+        fvs_to_update: Dict[str, Union[FeatureView, BaseFeatureView]] = {}
+
+        if self._features:
+            for feature_grouping in self._features:
+                if isinstance(feature_grouping, BaseFeatureView):
+                    fvs_to_update[feature_grouping.name] = (
+                        registry.get_any_feature_view(
+                            feature_grouping.name, project, allow_cache=allow_cache
+                        )
+                    )
+            self.infer_features(fvs_to_update=fvs_to_update)
+            return self
+
+        resolved_features: List[Union[FeatureView, OnDemandFeatureView, LabelView]] = []
+        for projection in self.feature_view_projections:
+            try:
+                feature_view = registry.get_any_feature_view(
+                    projection.name, project, allow_cache=allow_cache
+                )
+            except FeastObjectNotFoundException as exc:
+                raise FeastObjectNotFoundException(
+                    f"Feature view '{projection.name}' not found in project '{project}'"
+                ) from exc
+
+            if not isinstance(
+                feature_view, (FeatureView, OnDemandFeatureView, LabelView)
+            ):
+                raise ValueError(
+                    f"Cannot resolve projection for feature view '{projection.name}'"
+                )
+
+            fvs_to_update[feature_view.name] = feature_view
+            features_by_name = {
+                feature.name: feature for feature in feature_view.features
+            }
+
+            if self._projection_matches_registry_features(projection, features_by_name):
+                resolved_features.append(feature_view.with_projection(projection))
+            elif projection.desired_features:
+                resolved_features.append(
+                    feature_view[list(projection.desired_features)]
+                )
+            elif not projection.features:
+                resolved_features.append(feature_view)
+            else:
+                resolved_features.append(
+                    feature_view[[feature.name for feature in projection.features]]
+                )
+
+        prepared = FeatureService(
+            name=self.name,
+            features=resolved_features,
+            tags=self.tags,
+            description=self.description,
+            owner=self.owner,
+            logging_config=self.logging_config,
+            precompute_online=self.precompute_online,
+        )
+        prepared.created_timestamp = self.created_timestamp
+        prepared.last_updated_timestamp = self.last_updated_timestamp
+        prepared.infer_features(fvs_to_update=fvs_to_update)
+
+        self._features = prepared._features
+        self.feature_view_projections = prepared.feature_view_projections
+        return self
+
+    @staticmethod
+    def _projection_matches_registry_features(
+        projection: FeatureViewProjection,
+        features_by_name: Dict[str, Field],
+    ) -> bool:
+        if not projection.features:
+            return False
+
+        for feature in projection.features:
+            if feature.name not in features_by_name:
+                return False
+            if feature != features_by_name[feature.name]:
+                return False
+        return True
+
     def __repr__(self):
         items = (f"{k} = {v}" for k, v in self.__dict__.items())
         return f"<{self.__class__.__name__}({', '.join(items)})>"
@@ -173,9 +293,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, FeatureService):
-            raise TypeError(
-                "Comparisons should only involve FeatureService class objects."
-            )
+            return False
 
         if (
             self.name != other.name
@@ -259,6 +377,48 @@ def to_proto(self) -> FeatureServiceProto:
 
         return FeatureServiceProto(spec=spec, meta=meta)
 
+    @classmethod
+    def build_apply_request(
+        cls,
+        *,
+        name: str,
+        project: str,
+        feature_view_refs: List[tuple[str, Optional[List[str]]]],
+        description: str = "",
+        tags: Optional[Dict[str, str]] = None,
+        owner: str = "",
+        commit: bool = True,
+    ):
+        """Build an unresolved ApplyFeatureServiceRequest from feature view refs."""
+        from feast.protos.feast.core.Feature_pb2 import FeatureSpecV2
+        from feast.protos.feast.core.FeatureViewProjection_pb2 import (
+            FeatureViewProjection as FeatureViewProjectionProto,
+        )
+        from feast.protos.feast.registry import RegistryServer_pb2
+
+        projections = []
+        for feature_view_name, feature_names in feature_view_refs:
+            projection = FeatureViewProjectionProto(
+                feature_view_name=feature_view_name,
+            )
+            if feature_names:
+                for feature_name in feature_names:
+                    projection.feature_columns.append(FeatureSpecV2(name=feature_name))
+            projections.append(projection)
+
+        spec = FeatureServiceSpecProto(
+            name=name,
+            features=projections,
+            tags=tags or {},
+            description=description,
+            owner=owner,
+        )
+        return RegistryServer_pb2.ApplyFeatureServiceRequest(
+            feature_service=FeatureServiceProto(spec=spec),
+            project=project,
+            commit=commit,
+        )
+
     def validate(self):
         if not self.precompute_online:
             return
diff --git a/sdk/python/feast/feature_store.py b/sdk/python/feast/feature_store.py
index ba110c1e0a4..4a3cc6a8af2 100644
--- a/sdk/python/feast/feature_store.py
+++ b/sdk/python/feast/feature_store.py
@@ -38,6 +38,7 @@
 
 if TYPE_CHECKING:
     from feast.diff.apply_progress import ApplyProgressContext
+    from feast.embedder import EmbeddingProvider
 
 import pandas as pd
 import pyarrow as pa
@@ -72,10 +73,12 @@
 from feast.feature_service import FeatureService
 from feast.feature_view import (
     DUMMY_ENTITY,
+    DUMMY_ENTITY_ID,
     DUMMY_ENTITY_NAME,
     FeatureView,
     FeatureViewState,
 )
+from feast.filter_models import ComparisonFilter, CompoundFilter, convert_dict_to_filter
 from feast.inference import (
     update_data_sources_with_inferred_event_timestamp_col,
     update_feature_views_with_inferred_features_and_entities,
@@ -107,7 +110,12 @@
 from feast.stream_feature_view import StreamFeatureView
 from feast.transformation.pandas_transformation import PandasTransformation
 from feast.transformation.python_transformation import PythonTransformation
-from feast.utils import _get_feature_view_vector_field_metadata, _utc_now
+from feast.utils import (
+    _distance_to_score,
+    _get_feature_view_vector_field_metadata,
+    _utc_now,
+)
+from feast.vector_store_utils import feature_view_to_vs_id
 from feast.version_utils import parse_version
 
 try:
@@ -170,6 +178,7 @@ class FeatureStore:
     _registry: Optional[BaseRegistry]
     _provider: Optional[Provider]
     _openlineage_emitter: Optional[Any] = None
+    _embedding_provider: Optional["EmbeddingProvider"]
     _feature_service_cache: Dict[str, List[str]]
 
     def __init__(
@@ -177,6 +186,7 @@ def __init__(
         repo_path: Optional[str] = None,
         config: Optional[RepoConfig] = None,
         fs_yaml_file: Optional[Path] = None,
+        embedding_provider: Optional["EmbeddingProvider"] = None,
     ):
         """
         Creates a FeatureStore object.
@@ -186,6 +196,10 @@ def __init__(
             config (optional): Configuration object used to configure the feature store.
             fs_yaml_file (optional): Path to the `feature_store.yaml` file used to configure the feature store.
                 At most one of 'fs_yaml_file' and 'config' can be set.
+            embedding_provider (optional): Custom embedding provider implementing
+                the :class:`~feast.embedder.EmbeddingProvider` protocol. When not
+                supplied, a :class:`~feast.embedder.SentenceTransformersEmbeddingProvider` is
+                created from ``embedding_model`` in ``feature_store.yaml``.
 
         Raises:
             ValueError: If both or neither of repo_path and config are specified.
@@ -218,6 +232,7 @@ def __init__(
         self._current_project: ContextVar[Optional[str]] = ContextVar(
             "current_project", default=None
         )
+        self._embedding_provider = embedding_provider
 
         # Initialize feature service cache for performance optimization
         self._feature_service_cache = {}
@@ -361,6 +376,7 @@ def _init_openlineage_emitter(self) -> Optional[Any]:
                 ol_config = self.config.openlineage.to_openlineage_config()
                 emitter = FeastOpenLineageEmitter(ol_config)
                 if emitter.is_enabled:
+                    self._wire_local_processor(emitter)
                     return emitter
         except ImportError:
             # OpenLineage not installed, silently skip
@@ -369,6 +385,21 @@ def _init_openlineage_emitter(self) -> Optional[Any]:
             warnings.warn(f"Failed to initialize OpenLineage emitter: {e}")
         return None
 
+    def _wire_local_processor(self, emitter: Any) -> None:
+        """Wire the local OL consumer processor into the emitter so
+        Feast-produced events are also stored in the consumer DB."""
+        try:
+            from feast.api.registry.rest import get_ol_processor
+
+            processor = get_ol_processor()
+            if processor and hasattr(emitter, "_client") and emitter._client:
+                emitter._client.set_local_processor(processor)
+                _logger.info(
+                    "Feast OL emitter wired to local consumer processor (lazy)"
+                )
+        except Exception as e:
+            _logger.debug(f"Could not wire emitter to local processor: {e}")
+
     def __repr__(self) -> str:
         # Show lazy loading status without triggering initialization
         registry_status = "not loaded" if self._registry is None else "loaded"
@@ -382,6 +413,31 @@ def __repr__(self) -> str:
             f")"
         )
 
+    @property
+    def embedding_provider(self) -> "EmbeddingProvider":
+        """Return the active embedding provider, creating one from config if needed."""
+        if self._embedding_provider is None:
+            from feast.embedder import get_embedding_provider
+
+            embed_cfg = self.config.embedding_model
+            if embed_cfg is None:
+                raise ValueError(
+                    "No embedding provider set and embedding_model is not "
+                    "configured in feature_store.yaml. Either pass an "
+                    "embedding_provider to FeatureStore() or add an "
+                    "'embedding_model' section to feature_store.yaml.\n"
+                    "Example:\n"
+                    "  embedding_model:\n"
+                    "    provider: sentence_transformers\n"
+                    "    model: all-MiniLM-L6-v2"
+                )
+            self._embedding_provider = get_embedding_provider(embed_cfg)
+        return self._embedding_provider
+
+    @embedding_provider.setter
+    def embedding_provider(self, provider: "EmbeddingProvider") -> None:
+        self._embedding_provider = provider
+
     @property
     def registry(self) -> BaseRegistry:
         """Gets the registry of this feature store."""
@@ -469,8 +525,15 @@ def _transition_fv_to_materializing(
         Transition a feature view to MATERIALIZING state.
 
         Rolls back all already-transitioned FVs if this one can't transition.
+        Already MATERIALIZING is a no-op (async server may have reserved the state
+        before returning 202); rollback target is GENERATED in that case.
         """
-        previous_state = getattr(feature_view, "state", None)
+        current = getattr(feature_view, "state", None)
+        if current == FeatureViewState.MATERIALIZING:
+            previous_states[feature_view.name] = FeatureViewState.GENERATED
+            return
+
+        previous_states[feature_view.name] = current
         if (
             hasattr(feature_view, "state")
             and feature_view.state != FeatureViewState.STATE_UNSPECIFIED
@@ -483,7 +546,6 @@ def _transition_fv_to_materializing(
                 )
             feature_view.state = FeatureViewState.MATERIALIZING
             self.registry.apply_feature_view(feature_view, self.project, commit=True)
-        previous_states[feature_view.name] = previous_state
 
     def _submit_and_process_materialization_jobs(
         self,
@@ -492,6 +554,7 @@ def _submit_and_process_materialization_jobs(
         regular_fvs: list,
         previous_states: dict,
         date_range: "_MaterializationDateRange",
+        openlineage_run_id: Optional[str] = None,
     ) -> None:
         """
         Submit all tasks to the engine in one call and process the results.
@@ -504,8 +567,22 @@ def _submit_and_process_materialization_jobs(
         )
 
         batch_start = time.monotonic()
+        materialize_kwargs: Dict[str, Any] = {}
+        if openlineage_run_id and self.openlineage_emitter is not None:
+            from feast.openlineage.identity import (
+                LineageParentContext,
+                materialize_job_name,
+            )
+
+            materialize_kwargs["lineage_parent"] = LineageParentContext(
+                job_namespace=self.openlineage_emitter.namespace_for(self.project),
+                job_name=materialize_job_name(self.project),
+                run_id=openlineage_run_id,
+            )
         try:
-            jobs = provider.batch_engine.materialize(self.registry, tasks)
+            jobs = provider.batch_engine.materialize(
+                self.registry, tasks, **materialize_kwargs
+            )
         except Exception:
             self._rollback_fv_states(regular_fvs, previous_states)
             raise
@@ -562,6 +639,7 @@ def _materialize_fvs_batch(
         end_date: datetime,
         tqdm_builder,
         disable_event_timestamp: bool = False,
+        openlineage_run_id: Optional[str] = None,
     ) -> None:
         """Batch path: collect all FVs, submit to engine in one call.
 
@@ -598,6 +676,7 @@ def _materialize_fvs_batch(
                 regular_fvs,
                 previous_states,
                 date_range,
+                openlineage_run_id=openlineage_run_id,
             )
 
     @property
@@ -1834,9 +1913,18 @@ def _mlflow_log_apply(
             _logger.debug("MLflow apply logging failed: %s", e)
 
     def _emit_openlineage_apply(self, objects: List[Any]):
-        """Emit OpenLineage events for applied objects."""
+        """Emit OpenLineage events for applied objects.
+
+        Skips when using a remote registry — the RegistryServer already
+        emits OL events in its Apply* handlers, so emitting here would
+        double-count every object.
+        """
         if self.openlineage_emitter is None:
             return
+        from feast.infra.registry.remote import RemoteRegistry
+
+        if isinstance(self._registry, RemoteRegistry):
+            return
         try:
             self.openlineage_emitter.emit_apply(objects, self.project)
         except Exception as e:
@@ -1844,6 +1932,21 @@ def _emit_openlineage_apply(self, objects: List[Any]):
 
     def teardown(self):
         """Tears down all local and cloud resources for the feature store."""
+        from feast.constants import PROTECTED_PROJECT_TAG
+
+        # Prevent teardown of protected projects
+        try:
+            current = self.registry.get_project(name=self.project, allow_cache=False)
+            if current and current.tags.get(PROTECTED_PROJECT_TAG) == "true":
+                raise ValueError(
+                    f'Teardown is not allowed on protected project "{self.project}". '
+                    "Protected projects are managed externally and cannot be torn down via Feast."
+                )
+        except ValueError:
+            raise
+        except Exception:
+            pass
+
         tables: List[BaseFeatureView] = []
         tables.extend(self.list_feature_views())
         tables.extend(self.list_label_views())
@@ -1851,27 +1954,18 @@ def teardown(self):
         entities = self.list_entities()
 
         self._get_provider().teardown_infra(self.project, tables, entities)  # type: ignore[arg-type]
-        self.registry.teardown()
+
+        for project in self.list_projects():
+            self.registry.delete_project(project.name)
+
         self._teardown_openlineage()
 
     def _teardown_openlineage(self):
         """Clean up OpenLineage data for this project's namespace during teardown."""
         try:
-            if (
-                hasattr(self.config, "openlineage")
-                and self.config.openlineage is not None
-                and self.config.openlineage.enabled
-            ):
-                ol_config = self.config.openlineage.to_openlineage_config()
-                consumer_cfg = getattr(ol_config, "consumer", None)
-                if consumer_cfg and getattr(consumer_cfg, "enabled", False):
-                    conn_str = getattr(consumer_cfg, "connection_string", None)
-                    if conn_str:
-                        from feast.openlineage.store import OpenLineageStore
-
-                        ol_store = OpenLineageStore(connection_string=conn_str)
-                        namespace = f"{self.project}/{self.project}"
-                        ol_store.purge_namespace(namespace)
+            emitter = self.openlineage_emitter
+            if emitter is not None:
+                emitter.teardown_project(self.project)
         except Exception as e:
             warnings.warn(f"Failed to clean up OpenLineage data during teardown: {e}")
 
@@ -1882,6 +1976,7 @@ def get_historical_features(
         full_feature_names: bool = False,
         start_date: Optional[datetime] = None,
         end_date: Optional[datetime] = None,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         """Enrich an entity dataframe with historical feature values for either training or batch scoring.
 
@@ -1913,6 +2008,11 @@ def get_historical_features(
                 Required when entity_df is not provided.
             end_date (Optional[datetime]): End date for the timestamp range when retrieving features without entity_df.
                 Required when entity_df is not provided. By default, the current time is used.
+            filter_by_created_timestamp (bool): If True, exclude feature values whose created timestamp
+                (the batch source's ``created_timestamp_column``) is later than the entity row's event
+                timestamp, so retrieval only reflects what was known at the event time and backfilled
+                values cannot leak into training data. Feature views without a
+                ``created_timestamp_column`` are unaffected. Defaults to False.
 
         Returns:
             RetrievalJob which can be used to materialize the results.
@@ -2014,11 +2114,13 @@ def get_historical_features(
         provider = self._get_provider()
 
         # Optional kwargs
-        kwargs = {}
+        kwargs: Dict[str, Any] = {}
         if start_date is not None:
             kwargs["start_date"] = start_date
         if end_date is not None:
             kwargs["end_date"] = end_date
+        if filter_by_created_timestamp:
+            kwargs["filter_by_created_timestamp"] = filter_by_created_timestamp
 
         _retrieval_start = time.monotonic()
 
@@ -2283,7 +2385,7 @@ def _materialize_odfv(
         }
 
         for source_fv in source_fvs:
-            all_join_keys.update(source_fv.entities)
+            all_join_keys.update(source_fv.join_keys)
             if source_fv.batch_source:
                 entity_timestamp_col_names.add(source_fv.batch_source.timestamp_field)
 
@@ -2323,7 +2425,7 @@ def _materialize_odfv(
             job = provider.offline_store.pull_latest_from_table_or_query(
                 config=self.config,
                 data_source=source_fv.batch_source,
-                join_key_columns=source_fv.entities,
+                join_key_columns=source_fv.join_keys,
                 feature_name_columns=[f.name for f in source_fv.features],
                 timestamp_field=source_fv.batch_source.timestamp_field,
                 created_timestamp_column=getattr(
@@ -2369,12 +2471,116 @@ def _materialize_odfv(
         )
         self.write_to_online_store(feature_view.name, df=transformed_df)
 
+    def _get_remote_materialize_url(self) -> str:
+        """Get the feature server URL from online_store.path for remote materialization."""
+        online_cfg = self.config.online_store
+        url = getattr(online_cfg, "path", None)
+        if not url:
+            raise ValueError(
+                "online_store.path must be set to use remote materialization. "
+                "Configure online_store with type: remote and a valid path."
+            )
+        return url.rstrip("/")
+
+    def _get_remote_http_session(self):
+        """Get an HTTP session with auth configured for the feature server."""
+        import requests
+
+        auth_config = getattr(self.config, "auth_config", None)
+        if auth_config and getattr(auth_config, "type", "no_auth") != "no_auth":
+            from feast.permissions.client.http_auth_requests_wrapper import (
+                get_http_auth_requests_session,
+            )
+
+            return get_http_auth_requests_session(auth_config)
+
+        return requests.Session()
+
+    def _is_remote_topology(self) -> bool:
+        """True when this client talks to a remote feature server for online ops."""
+        return getattr(self.config.online_store, "type", None) == "remote"
+
+    def _post_to_feature_server(
+        self,
+        endpoint: str,
+        payload: Dict[str, Any],
+        query_params: Optional[Dict[str, str]] = None,
+    ) -> Dict[str, Any]:
+        """POST JSON to the feature server; raise on 409 / 4xx / 5xx."""
+        url = f"{self._get_remote_materialize_url()}{endpoint}"
+        session = self._get_remote_http_session()
+        cert = getattr(self.config.online_store, "cert", "") or ""
+        verify: Any = cert if cert else True
+        try:
+            response = session.post(
+                url,
+                json=payload,
+                params=query_params or {},
+                verify=verify,
+            )
+            if response.status_code == 409:
+                try:
+                    detail = response.json()
+                    message = detail.get("error", response.text)
+                except Exception:
+                    message = response.text
+                raise RuntimeError(
+                    f"Remote materialization conflict (409): {message}"
+                ) from None
+            if response.status_code >= 400:
+                raise RuntimeError(
+                    f"Remote materialization failed "
+                    f"({response.status_code}): {response.text}"
+                )
+            if not response.content:
+                return {}
+            try:
+                return response.json()
+            except Exception:
+                return {"status": "accepted", "raw": response.text}
+        finally:
+            session.close()
+
+    def _delegate_remote_materialize(
+        self,
+        endpoint: str,
+        payload: Dict[str, Any],
+        force: bool = False,
+        run_async: bool = False,
+    ) -> None:
+        """POST materialize to the feature server.
+
+        When run_async=False (default), omits async and blocks until the server
+        finishes synchronous materialization (HTTP response).
+        When run_async=True, sends ?async=true and returns after 202.
+        force=True is only valid with run_async=True (server force applies to async).
+        """
+        if force and not run_async:
+            raise ValueError(
+                "force=True requires run_async=True. "
+                "force only overrides stuck MATERIALIZING on the async path."
+            )
+
+        query_params: Dict[str, str] = {}
+        if run_async:
+            query_params["async"] = "true"
+        if force:
+            query_params["force"] = "true"
+
+        result = self._post_to_feature_server(endpoint, payload, query_params or None)
+        if run_async:
+            _logger.info("Remote materialization accepted (%s): %s", endpoint, result)
+        else:
+            _logger.info("Remote materialization completed (%s): %s", endpoint, result)
+
     def materialize_incremental(
         self,
         end_date: datetime,
         feature_views: Optional[List[str]] = None,
         full_feature_names: bool = False,
         version: Optional[str] = None,
+        force: bool = False,
+        run_async: bool = False,
     ) -> None:
         """
         Materialize incremental new data from the offline store into the online store.
@@ -2393,6 +2599,11 @@ def materialize_incremental(
                 feature view name.
             version (str): Optional version to materialize (e.g., 'v2'). Requires feature_views
                 with exactly one entry and enable_online_feature_view_versioning to be enabled.
+            force (bool): When using remote topology with run_async=True, pass force=true to
+                override stuck MATERIALIZING state on the feature server. Ignored for local topology.
+            run_async (bool): When using remote topology, if False (default) POST without async and
+                block until the server finishes sync materialization. If True, POST with ?async=true
+                and return after 202. Ignored for local topology.
 
         Raises:
             Exception: A feature view being materialized does not have a TTL set.
@@ -2408,6 +2619,22 @@ def materialize_incremental(
             <BLANKLINE>
             ...
         """
+        if self._is_remote_topology():
+            payload: Dict[str, Any] = {
+                "end_ts": end_date.isoformat(),
+                "feature_views": feature_views,
+                "full_feature_names": full_feature_names,
+            }
+            if version is not None:
+                payload["version"] = version
+            self._delegate_remote_materialize(
+                "/materialize-incremental",
+                payload,
+                force=force,
+                run_async=run_async,
+            )
+            return
+
         parsed_version = self._validate_materialize_version(version, feature_views)
         feature_views_to_materialize = self._get_feature_views_to_materialize(
             feature_views, version=parsed_version
@@ -2499,13 +2726,14 @@ def tqdm_builder(length):
                     regular_fvs_with_dates,
                     end_date_tz,
                     tqdm_builder,
+                    openlineage_run_id=ol_run_id,
                 )
             else:
                 for feature_view, start_date in regular_fvs_with_dates:
-                    # Transition state to MATERIALIZING before starting.
-                    # Only enforce when the state machine is active (not STATE_UNSPECIFIED).
                     previous_state = getattr(feature_view, "state", None)
-                    if (
+                    if previous_state == FeatureViewState.MATERIALIZING:
+                        previous_state = FeatureViewState.GENERATED
+                    elif (
                         hasattr(feature_view, "state")
                         and feature_view.state != FeatureViewState.STATE_UNSPECIFIED
                     ):
@@ -2535,7 +2763,6 @@ def tqdm_builder(length):
                         )
                     except Exception:
                         fv_success = False
-                        # Roll back state to previous value on failure.
                         if (
                             hasattr(feature_view, "state")
                             and previous_state is not None
@@ -2597,6 +2824,8 @@ def materialize(
         disable_event_timestamp: bool = False,
         full_feature_names: bool = False,
         version: Optional[str] = None,
+        force: bool = False,
+        run_async: bool = False,
     ) -> None:
         """
         Materialize data from the offline store into the online store.
@@ -2615,6 +2844,11 @@ def materialize(
                 feature view name.
             version (str): Optional version to materialize (e.g., 'v2'). Requires feature_views
                 with exactly one entry and enable_online_feature_view_versioning to be enabled.
+            force (bool): When using remote topology with run_async=True, pass force=true to
+                override stuck MATERIALIZING state on the feature server. Ignored for local topology.
+            run_async (bool): When using remote topology, if False (default) POST without async and
+                block until the server finishes sync materialization. If True, POST with ?async=true
+                and return after 202. Ignored for local topology.
 
         Examples:
             Materialize all features into the online store over the interval
@@ -2629,6 +2863,21 @@ def materialize(
             <BLANKLINE>
             ...
         """
+        if self._is_remote_topology():
+            payload: Dict[str, Any] = {
+                "start_ts": start_date.isoformat(),
+                "end_ts": end_date.isoformat(),
+                "feature_views": feature_views,
+                "disable_event_timestamp": disable_event_timestamp,
+                "full_feature_names": full_feature_names,
+            }
+            if version is not None:
+                payload["version"] = version
+            self._delegate_remote_materialize(
+                "/materialize", payload, force=force, run_async=run_async
+            )
+            return
+
         if utils.make_tzaware(start_date) > utils.make_tzaware(end_date):
             raise ValueError(
                 f"The given start_date {start_date} is greater than the given end_date {end_date}."
@@ -2691,13 +2940,14 @@ def tqdm_builder(length):
                     end_date,
                     tqdm_builder,
                     disable_event_timestamp=disable_event_timestamp,
+                    openlineage_run_id=ol_run_id,
                 )
             else:
                 for feature_view, fv_start in regular_fvs_with_dates:
-                    # Transition state to MATERIALIZING before starting.
-                    # Only enforce when the state machine is active (not STATE_UNSPECIFIED).
                     previous_state = getattr(feature_view, "state", None)
-                    if (
+                    if previous_state == FeatureViewState.MATERIALIZING:
+                        previous_state = FeatureViewState.GENERATED
+                    elif (
                         hasattr(feature_view, "state")
                         and feature_view.state != FeatureViewState.STATE_UNSPECIFIED
                     ):
@@ -2728,7 +2978,6 @@ def tqdm_builder(length):
                         )
                     except Exception:
                         fv_success = False
-                        # Roll back state to previous value on failure.
                         if (
                             hasattr(feature_view, "state")
                             and previous_state is not None
@@ -2816,7 +3065,11 @@ def _emit_openlineage_materialize_start(
             return None
         try:
             run_id, success = self.openlineage_emitter.emit_materialize_start(
-                feature_views, start_date, end_date, self.project
+                feature_views,
+                start_date,
+                end_date,
+                self.project,
+                online_store=getattr(self.config, "online_store", None),
             )
             # Return run_id only if START was successfully emitted
             # This prevents orphaned COMPLETE/FAIL events
@@ -2835,7 +3088,10 @@ def _emit_openlineage_materialize_complete(
             return
         try:
             self.openlineage_emitter.emit_materialize_complete(
-                run_id, feature_views, self.project
+                run_id,
+                feature_views,
+                self.project,
+                online_store=getattr(self.config, "online_store", None),
             )
         except Exception as e:
             warnings.warn(f"Failed to emit OpenLineage materialize complete event: {e}")
@@ -3589,20 +3845,19 @@ def write_to_offline_store(
         Fails if the dataframe columns do not match the columns of the batch data source. Optionally
         reorders the columns of the dataframe to match.
         """
-        # TODO: restrict this to work with online StreamFeatureViews and validate the FeatureView type
-        try:
-            feature_view: FeatureView = self.get_stream_feature_view(
-                feature_view_name, allow_registry_cache=allow_registry_cache
-            )
-        except FeatureViewNotFoundException:
-            try:
-                feature_view = self.get_feature_view(
-                    feature_view_name, allow_registry_cache=allow_registry_cache
-                )
-            except FeatureViewNotFoundException:
-                feature_view = self.get_label_view(  # type: ignore[assignment]
-                    feature_view_name, allow_registry_cache=allow_registry_cache
-                )
+        # Resolve the feature view with a single registry lookup regardless of its
+        # type. The previous try/except chain tried get_stream_feature_view, then
+        # get_feature_view, then get_label_view in turn, so the common plain
+        # FeatureView always paid one guaranteed-miss lookup first. On a
+        # RemoteRegistry each miss is a wasted gRPC round-trip on this per-batch
+        # write path (see #6671).
+        # TODO: validate that the resolved feature view type supports offline writes.
+        feature_view = cast(
+            FeatureView,
+            self.registry.get_any_feature_view(
+                feature_view_name, self.project, allow_cache=allow_registry_cache
+            ),
+        )
 
         provider = self._get_provider()
         # Get columns of the batch source and the input dataframe.
@@ -3943,6 +4198,7 @@ def retrieve_online_documents_v2(
         image_weight: float = 0.5,
         combine_strategy: str = "weighted_sum",
         include_feature_view_version_metadata: bool = False,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
     ) -> OnlineResponse:
         """
         Retrieves the top k closest document features. Note, embeddings are a subset of features.
@@ -4097,9 +4353,182 @@ def retrieve_online_documents_v2(
             top_k,
             distance_metric,
             query_string,
+            filters,
             include_feature_view_version_metadata,
         )
 
+    async def openai_search(
+        self,
+        vector_store_id: str,
+        query: Union[str, List[str]],
+        *,
+        vs_id: Optional[str] = None,
+        max_num_results: int = 10,
+        filters: Optional[
+            Union[ComparisonFilter, CompoundFilter, Dict[str, Any]]
+        ] = None,
+        ranking_options: Optional[Dict[str, Any]] = None,
+        rewrite_query: Optional[bool] = None,
+        features_to_retrieve: Optional[List[str]] = None,
+    ) -> Dict[str, Any]:
+        """
+        OpenAI-compatible vector store search.
+
+        Accepts a raw query string, embeds it via the configured embedding
+        provider (when ``embedding_model`` is configured in feature_store.yaml),
+        and returns results in OpenAI's ``vector_store.search_results.page``
+        format.
+
+        Args:
+            vector_store_id: Feature view name (maps to the OpenAI
+                ``vector_store_id`` path parameter).
+            query: Natural language query string, or list of strings.
+            max_num_results: Maximum number of results to return.
+            filters: OpenAI-compatible filters applied to the search.
+            ranking_options: OpenAI-compatible ranking options. Currently
+                unsupported; a ``ValueError`` is raised if
+                ``score_threshold`` or ``ranker`` are provided.
+            rewrite_query: Whether to rewrite the query. Currently
+                unsupported; ``False`` (the default/no-op) is accepted,
+                but ``True`` raises a ``ValueError``.
+            features_to_retrieve: Specific feature names to return.
+                If None, all features from the feature view are used.
+
+        Returns:
+            Dict matching the OpenAI ``vector_store.search_results.page``
+            schema.
+
+        Examples:
+            Keyword search (no embedding model configured)::
+
+                result = await store.openai_search(
+                    vector_store_id="city_embeddings",
+                    query="cities in California",
+                    max_num_results=5,
+                )
+
+            Vector search (embedding model configured in YAML)::
+
+                # feature_store.yaml has:
+                #   embedding_model:
+                #     model: text-embedding-3-small
+                result = await store.openai_search(
+                    vector_store_id="product_embeddings",
+                    query="wireless audio device",
+                    max_num_results=3,
+                    features_to_retrieve=["name", "description"],
+                )
+        """
+        unsupported: List[str] = []
+        if ranking_options:
+            if ranking_options.get("score_threshold") is not None:
+                unsupported.append("ranking_options.score_threshold")
+            if ranking_options.get("ranker") is not None:
+                unsupported.append("ranking_options.ranker")
+        if rewrite_query is True:
+            unsupported.append("rewrite_query")
+        if unsupported:
+            raise ValueError(
+                f"The following parameters are not yet supported: "
+                f"{', '.join(unsupported)}. Remove them from the request or "
+                f"wait for a future release that implements them."
+            )
+
+        feature_view = self.get_feature_view(vector_store_id)
+        display_id = vs_id or feature_view_to_vs_id(self.project, vector_store_id)
+
+        vector_field_metadata = _get_feature_view_vector_field_metadata(feature_view)
+        distance_metric: Optional[str] = None
+        if vector_field_metadata and vector_field_metadata.vector_search_metric:
+            distance_metric = vector_field_metadata.vector_search_metric
+
+        if features_to_retrieve:
+            feature_names = features_to_retrieve
+        else:
+            feature_names = [
+                f.name for f in feature_view.features if not f.vector_index
+            ]
+
+        features = [f"{feature_view.name}:{name}" for name in feature_names]
+        query_text = query if isinstance(query, str) else " ".join(query)
+
+        embeddings = await self.embedding_provider.aembed([query_text])
+        query_embedding = embeddings[0]
+
+        typed_filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None
+        if filters is not None:
+            if isinstance(filters, dict):
+                typed_filters = convert_dict_to_filter(filters)
+            else:
+                typed_filters = filters
+
+        response = await run_in_threadpool(
+            lambda: self.retrieve_online_documents_v2(
+                features=features,
+                query=query_embedding,
+                top_k=max_num_results,
+                filters=typed_filters,
+            )
+        )
+
+        response_dict = response.to_dict()
+
+        entity_key_names = {
+            col.name
+            for col in feature_view.entity_columns
+            if col.name != DUMMY_ENTITY_ID
+        }
+
+        result_data = []
+        if response_dict:
+            first_key = next(iter(response_dict))
+            num_rows = len(response_dict.get(first_key, []))
+            for i in range(num_rows):
+                score = 0.0
+                attributes: Dict[str, Any] = {}
+                content_parts: List[Dict[str, str]] = []
+
+                for key, values in response_dict.items():
+                    val = values[i] if i < len(values) else None
+                    if key == "distance":
+                        raw = float(val) if val is not None else 0.0
+                        score = _distance_to_score(raw, distance_metric)
+                    elif key not in entity_key_names:
+                        attributes[key] = val
+                        if isinstance(val, str):
+                            content_parts.append({"type": "text", "text": val})
+
+                if entity_key_names:
+                    key_parts = [
+                        str(response_dict[k][i])
+                        for k in sorted(entity_key_names)
+                        if k in response_dict and i < len(response_dict[k])
+                    ]
+                    file_id = f"{display_id}_{'_'.join(key_parts)}"
+                else:
+                    file_id = f"{display_id}_{i}"
+
+                result_data.append(
+                    {
+                        "file_id": file_id,
+                        "filename": display_id,
+                        "score": score,
+                        "attributes": attributes,
+                        "content": content_parts
+                        if content_parts
+                        else [{"type": "text", "text": str(attributes)}],
+                    }
+                )
+
+        search_query = query if isinstance(query, list) else [query]
+        return {
+            "object": "vector_store.search_results.page",
+            "search_query": search_query,
+            "data": result_data,
+            "has_more": False,
+            "next_page": None,
+        }
+
     def _retrieve_from_online_store(
         self,
         provider: Provider,
@@ -4162,23 +4591,25 @@ def _retrieve_from_online_store_v2(
         top_k: int,
         distance_metric: Optional[str],
         query_string: Optional[str],
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> OnlineResponse:
         """
         Search and return document features from the online document store.
         """
         vector_field_metadata = _get_feature_view_vector_field_metadata(table)
-        if vector_field_metadata:
+        if vector_field_metadata and vector_field_metadata.vector_search_metric:
             distance_metric = vector_field_metadata.vector_search_metric
 
         documents = provider.retrieve_online_documents_v2(
             config=self.config,
             table=table,
             requested_features=requested_features,
-            query=query,
+            embedding=query,
             top_k=top_k,
             distance_metric=distance_metric,
             query_string=query_string,
+            filters=filters,
             include_feature_view_version_metadata=include_feature_view_version_metadata,
         )
 
@@ -4516,6 +4947,9 @@ def list_projects(
         """
         Retrieves the list of projects from the registry.
 
+        Protected projects (feast.dev/protected-project=true) are automatically
+        excluded from the results.
+
         Args:
             allow_cache: Whether to allow returning projects from a cached registry.
             tags: Filter by tags.
@@ -4523,7 +4957,10 @@ def list_projects(
         Returns:
             A list of projects.
         """
-        return self.registry.list_projects(allow_cache=allow_cache, tags=tags)
+        from feast.constants import PROTECTED_PROJECT_TAG
+
+        projects = self.registry.list_projects(allow_cache=allow_cache, tags=tags)
+        return [p for p in projects if p.tags.get(PROTECTED_PROJECT_TAG) != "true"]
 
     def get_project(self, name: Optional[str]) -> Project:
         """
@@ -4550,11 +4987,29 @@ def delete_project(self, name: str, commit: bool = True) -> None:
 
         Raises:
             ProjectNotFoundException: The project could not be found.
+            ValueError: If the project is protected.
         """
+        from feast.constants import PROTECTED_PROJECT_TAG
+
+        try:
+            project = self.registry.get_project(name=name, allow_cache=False)
+            if project and project.tags.get(PROTECTED_PROJECT_TAG) == "true":
+                raise ValueError(
+                    f'Cannot delete protected project "{name}". '
+                    "Protected projects are managed externally."
+                )
+        except ValueError:
+            raise
+        except Exception:
+            pass
         return self.registry.delete_project(name, commit=commit)
 
     def list_saved_datasets(
-        self, allow_cache: bool = False, tags: Optional[dict[str, str]] = None
+        self,
+        allow_cache: bool = False,
+        tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         """
         Retrieves the list of saved datasets from the registry.
@@ -4562,12 +5017,18 @@ def list_saved_datasets(
         Args:
             allow_cache: Whether to allow returning saved datasets from a cached registry.
             tags: Filter by tags.
+            namespace: Filter by logical namespace grouping.
+            collection: Filter by collection sub-grouping within namespace.
 
         Returns:
             A list of saved datasets.
         """
         return self.registry.list_saved_datasets(
-            self.project, allow_cache=allow_cache, tags=tags
+            self.project,
+            allow_cache=allow_cache,
+            tags=tags,
+            namespace=namespace,
+            collection=collection,
         )
 
     async def initialize(self) -> None:
diff --git a/sdk/python/feast/feature_view.py b/sdk/python/feast/feature_view.py
index a5d3c8d9537..6d1a77b1114 100644
--- a/sdk/python/feast/feature_view.py
+++ b/sdk/python/feast/feature_view.py
@@ -395,9 +395,7 @@ def _schema_or_udf_changed(self, other: "BaseFeatureView") -> bool:
 
     def __eq__(self, other):
         if not isinstance(other, FeatureView):
-            raise TypeError(
-                "Comparisons should only involve FeatureView class objects."
-            )
+            return False
 
         if not super().__eq__(other):
             return False
diff --git a/sdk/python/feast/feature_view_projection.py b/sdk/python/feast/feature_view_projection.py
index a91c6498604..22f56431afd 100644
--- a/sdk/python/feast/feature_view_projection.py
+++ b/sdk/python/feast/feature_view_projection.py
@@ -1,6 +1,6 @@
 from typing import TYPE_CHECKING, Dict, List, Optional
 
-from attr import dataclass
+from attr import dataclass, field
 
 from feast.data_source import DataSource
 from feast.field import Field
@@ -42,7 +42,7 @@ class FeatureViewProjection:
     name_alias: Optional[str]
     desired_features: List[str]
     features: List[Field]
-    join_key_map: Dict[str, str] = {}
+    join_key_map: Dict[str, str] = field(factory=dict)
     timestamp_field: Optional[str] = None
     date_partition_column: Optional[str] = None
     created_timestamp_column: Optional[str] = None
diff --git a/sdk/python/feast/filter_models.py b/sdk/python/feast/filter_models.py
new file mode 100644
index 00000000000..4b98d0034f9
--- /dev/null
+++ b/sdk/python/feast/filter_models.py
@@ -0,0 +1,101 @@
+from abc import ABC, abstractmethod
+from typing import Any, Dict, List, Literal, Optional, Union
+
+from pydantic import BaseModel
+
+
+class ComparisonFilter(BaseModel):
+    """A filter that compares a metadata field against a value.
+
+    :param type: The comparison operator to apply
+    :param key: The metadata field name to filter on
+    :param value: The value to compare against
+    """
+
+    type: Literal["eq", "ne", "gt", "gte", "lt", "lte", "in", "nin"]
+    key: str
+    value: Any
+
+
+class CompoundFilter(BaseModel):
+    """A filter that combines multiple filters with a logical operator.
+
+    :param type: The logical operator ("and" requires all filters match,
+        "or" requires any filter matches)
+    :param filters: The list of filters to combine
+    """
+
+    type: Literal["and", "or"]
+    filters: List[Union[ComparisonFilter, "CompoundFilter"]]
+
+
+CompoundFilter.model_rebuild()
+
+FilterType = Optional[Union[ComparisonFilter, CompoundFilter]]
+
+
+class FilterTranslator(ABC):
+    """Abstract base for translating Feast filters into backend-native expressions.
+
+    Each online store backend provides a concrete subclass that knows how to
+    turn :class:`ComparisonFilter` / :class:`CompoundFilter` trees into the
+    query language understood by the underlying database or search engine.
+
+    The :meth:`translate` entry-point handles ``None`` via :meth:`_empty` and
+    delegates to :meth:`translate_comparison` / :meth:`translate_compound`
+    through the shared :meth:`_dispatch` recursion, so subclasses only need to
+    implement the three abstract leaf methods.
+    """
+
+    @abstractmethod
+    def translate(self, filters: FilterType) -> Any:
+        """Return the backend-native filter expression."""
+        ...
+
+    def _dispatch(self, filter_obj: Union[ComparisonFilter, CompoundFilter]) -> Any:
+        """Route to comparison or compound handler (used for recursion)."""
+        if isinstance(filter_obj, ComparisonFilter):
+            return self.translate_comparison(filter_obj)
+        elif isinstance(filter_obj, CompoundFilter):
+            return self.translate_compound(filter_obj)
+        raise ValueError(f"Unknown filter type: {type(filter_obj)}")
+
+    @abstractmethod
+    def translate_comparison(self, f: ComparisonFilter) -> Any:
+        """Translate a single comparison into a backend-native expression."""
+        ...
+
+    @abstractmethod
+    def translate_compound(self, f: CompoundFilter) -> Any:
+        """Translate a compound (AND/OR) filter into a backend-native expression."""
+        ...
+
+
+def filters_contain_numeric_comparison(
+    filter_obj: Union[ComparisonFilter, CompoundFilter],
+) -> bool:
+    """Return True if any leaf comparison uses a numeric value."""
+    if isinstance(filter_obj, ComparisonFilter):
+        return isinstance(filter_obj.value, (int, float)) and not isinstance(
+            filter_obj.value, bool
+        )
+    if isinstance(filter_obj, CompoundFilter):
+        return any(filters_contain_numeric_comparison(f) for f in filter_obj.filters)
+    return False
+
+
+def convert_dict_to_filter(
+    filter_dict: Dict[str, Any],
+) -> Union[ComparisonFilter, CompoundFilter]:
+    """Convert a raw dict (e.g. from OpenAI-compatible JSON) into a typed filter object."""
+    filter_type = filter_dict.get("type")
+    if filter_type in ("and", "or"):
+        return CompoundFilter(
+            type=filter_type,
+            filters=[convert_dict_to_filter(f) for f in filter_dict["filters"]],
+        )
+    return ComparisonFilter(
+        type=filter_dict["type"],
+        key=filter_dict["key"],
+        value=filter_dict["value"],
+    )
diff --git a/sdk/python/feast/infra/compute_engines/base.py b/sdk/python/feast/infra/compute_engines/base.py
index a99907a82b2..028bac44aac 100644
--- a/sdk/python/feast/infra/compute_engines/base.py
+++ b/sdk/python/feast/infra/compute_engines/base.py
@@ -1,5 +1,5 @@
 from abc import ABC, abstractmethod
-from typing import List, Sequence, Union
+from typing import TYPE_CHECKING, List, Optional, Sequence, Union
 
 import pyarrow as pa
 
@@ -19,6 +19,9 @@
 from feast.on_demand_feature_view import OnDemandFeatureView
 from feast.stream_feature_view import StreamFeatureView
 
+if TYPE_CHECKING:
+    from feast.openlineage.identity import LineageParentContext
+
 
 class ComputeEngine(ABC):
     """
@@ -104,10 +107,24 @@ def materialize(
         self,
         registry: BaseRegistry,
         tasks: Union[MaterializationTask, List[MaterializationTask]],
+        *,
+        lineage_parent: Optional["LineageParentContext"] = None,
         **kwargs,
     ) -> List[MaterializationJob]:
+        """Materialize features for the given tasks.
+
+        Args:
+            registry: Feature registry
+            tasks: One or more materialization tasks
+            lineage_parent: Optional OpenLineage parent run. Engines that emit
+                their own lineage (e.g. SparkApplication) should attach this as
+                a parentRun; others ignore it.
+            **kwargs: Engine-specific options
+        """
         if isinstance(tasks, MaterializationTask):
             tasks = [tasks]
+        if lineage_parent is not None:
+            kwargs["lineage_parent"] = lineage_parent
         return [self._materialize_one(registry, task, **kwargs) for task in tasks]
 
     def _materialize_one(
diff --git a/sdk/python/feast/infra/compute_engines/spark/feature_builder.py b/sdk/python/feast/infra/compute_engines/spark/feature_builder.py
index 94f29220513..1766f7c29a6 100644
--- a/sdk/python/feast/infra/compute_engines/spark/feature_builder.py
+++ b/sdk/python/feast/infra/compute_engines/spark/feature_builder.py
@@ -109,7 +109,10 @@ def build_dedup_node(self, view, input_node):
     def build_transformation_node(self, view, input_nodes):
         udf_name = view.feature_transformation.name
         udf = view.feature_transformation.udf
-        node = SparkTransformationNode(udf_name, udf, inputs=input_nodes)
+        udf_string = getattr(view.feature_transformation, "udf_string", "") or ""
+        node = SparkTransformationNode(
+            udf_name, udf, inputs=input_nodes, udf_string=udf_string
+        )
         self.nodes.append(node)
         return node
 
diff --git a/sdk/python/feast/infra/compute_engines/spark/nodes.py b/sdk/python/feast/infra/compute_engines/spark/nodes.py
index 92964b72bc9..d94989c7840 100644
--- a/sdk/python/feast/infra/compute_engines/spark/nodes.py
+++ b/sdk/python/feast/infra/compute_engines/spark/nodes.py
@@ -45,6 +45,7 @@
 from feast.infra.offline_stores.contrib.spark_offline_store.spark_source import (
     SparkSource,
 )
+from feast.transformation.udf_rehydrate import resolve_udf
 
 logger = logging.getLogger(__name__)
 
@@ -602,9 +603,32 @@ def execute(self, context: ExecutionContext) -> DAGValue:
 
 
 class SparkTransformationNode(DAGNode):
-    def __init__(self, name: str, udf: Callable, inputs: List[DAGNode]):
+    def __init__(
+        self,
+        name: str,
+        udf: Callable,
+        inputs: List[DAGNode],
+        udf_string: str = "",
+    ):
         super().__init__(name, inputs)
         self.udf = udf
+        self.udf_string = udf_string or ""
+        self._resolved_udf: Optional[Callable] = None
+
+    def _resolve_udf(self) -> Callable:
+        """Prefer source reconstruction over dill callables.
+
+        Dill-deserialized functions that call DataFrame.withColumn / __getitem__
+        can segfault (exit 139) on Spark 4.0.1. Re-executing ``udf_string``
+        yields a healthy callable. Result is cached for the lifetime of the node.
+        """
+        if self._resolved_udf is None:
+            self._resolved_udf = resolve_udf(
+                udf_string=self.udf_string,
+                fallback_udf=self.udf,
+                preferred_name=self.name,
+            )
+        return self._resolved_udf
 
     def execute(self, context: ExecutionContext) -> DAGValue:
         input_values = self.get_input_values(context)
@@ -613,7 +637,7 @@ def execute(self, context: ExecutionContext) -> DAGValue:
 
         input_dfs: List[DataFrame] = [val.data for val in input_values]
 
-        transformed_df = self.udf(*input_dfs)
+        transformed_df = self._resolve_udf()(*input_dfs)
 
         return DAGValue(
             data=transformed_df, format=DAGFormat.SPARK, metadata={"transformed": True}
diff --git a/sdk/python/feast/infra/compute_engines/spark_application/compute.py b/sdk/python/feast/infra/compute_engines/spark_application/compute.py
index d5fbf7493ce..86b1335064b 100644
--- a/sdk/python/feast/infra/compute_engines/spark_application/compute.py
+++ b/sdk/python/feast/infra/compute_engines/spark_application/compute.py
@@ -1,7 +1,7 @@
 import logging
 import time
 import uuid
-from typing import List, Optional, Sequence, Union
+from typing import Any, Dict, List, Optional, Sequence, Union
 
 import pyarrow as pa
 import yaml
@@ -173,6 +173,11 @@ def materialize(
             tasks = [tasks]
 
         job_id = uuid.uuid4().hex[:8]
+        from feast.openlineage.identity import coerce_lineage_parent
+
+        lineage_parent = coerce_lineage_parent(
+            kwargs.get("lineage_parent") or kwargs.get("openlineage_parent")
+        )
 
         try:
             self._create_with_retry(
@@ -193,7 +198,7 @@ def materialize(
             return [job for _ in tasks]
 
         try:
-            cr = self._build_spark_application_cr(job_id)
+            cr = self._build_spark_application_cr(job_id, lineage_parent=lineage_parent)
             self._create_with_retry(
                 lambda: self.custom_api.create_namespaced_custom_object(
                     group="sparkoperator.k8s.io",
@@ -223,6 +228,13 @@ def materialize(
         )
         try:
             self._wait_for_completion(job)
+            # Freeze success before finally-cleanup deletes the CR; otherwise
+            # FeatureStore's later job.status() poll gets 404 → false FAIL.
+            if (
+                job.error() is None
+                and job.status() == MaterializationJobStatus.SUCCEEDED
+            ):
+                job.mark_succeeded()
             return self._build_per_fv_jobs(registry, tasks, job_id, job)
         finally:
             self._cleanup(job_id)
@@ -262,9 +274,22 @@ def _build_per_fv_jobs(
 
         Each returned job is an independent object so that a failed
         SparkApplication does not pollute the status of succeeded FVs.
+
+        The per-FV outcome is resolved from registry state — never from the live
+        polling job — for every task count. ``materialize()`` deletes the
+        SparkApplication CR in its ``finally`` immediately after this returns, and
+        ``FeatureStore`` then re-checks ``status()``; a job that re-queried the
+        now-deleted CR would 404 and report a false failure for a materialization
+        that actually succeeded (#6673). ``CompletedMaterializationJob`` reports
+        SUCCEEDED without any Kubernetes call, so it is safe after cleanup.
         """
         if len(tasks) <= 1:
-            return [job for _ in tasks]
+            if (
+                job.error() is None
+                and job.status() == MaterializationJobStatus.SUCCEEDED
+            ):
+                return [CompletedMaterializationJob(job_id)]
+            return [job]
 
         jobs: List[MaterializationJob] = []
         for task in tasks:
@@ -320,7 +345,9 @@ def _create_configmap(self, job_id: str, tasks: List[MaterializationTask]):
             namespace=self.config.namespace, body=manifest
         )
 
-    def _build_spark_application_cr(self, job_id: str) -> dict:
+    def _build_spark_application_cr(
+        self, job_id: str, lineage_parent: Optional[Any] = None
+    ) -> dict:
         driver_env_conf = {
             "spark.kubernetes.driverEnv.FEAST_CONFIGMAP_NAME": f"feast-sa-{job_id}",
             "spark.kubernetes.driverEnv.FEAST_CONFIGMAP_NAMESPACE": self.config.namespace,
@@ -332,6 +359,22 @@ def _build_spark_application_cr(self, job_id: str) -> dict:
                     entry["value"]
                 )
 
+        from feast.openlineage.identity import (
+            coerce_lineage_parent,
+            spark_compute_job_name,
+        )
+
+        # K8s names stay unique per run; OL job identity is stable.
+        k8s_app_name = f"feast-sa-{job_id}"
+        project = getattr(self.repo_config, "project", None) or "feast"
+        parent_conf: Dict[str, str] = {
+            "spark.app.name": k8s_app_name,
+            "spark.openlineage.appName": spark_compute_job_name(project),
+        }
+        parent = coerce_lineage_parent(lineage_parent)
+        if parent:
+            parent_conf.update(parent.to_spark_openlineage_conf())
+
         spec = {
             "type": "Python",
             "mode": "cluster",
@@ -343,6 +386,7 @@ def _build_spark_application_cr(self, job_id: str) -> dict:
             "sparkConf": {
                 "spark.scheduler.mode": "FAIR",
                 **(self.config.spark_conf or {}),
+                **parent_conf,
                 **driver_env_conf,
             },
             "restartPolicy": {
diff --git a/sdk/python/feast/infra/compute_engines/spark_application/job.py b/sdk/python/feast/infra/compute_engines/spark_application/job.py
index ef05585b061..73cfe8f2466 100644
--- a/sdk/python/feast/infra/compute_engines/spark_application/job.py
+++ b/sdk/python/feast/infra/compute_engines/spark_application/job.py
@@ -90,8 +90,16 @@ def __init__(
         self.namespace = namespace
         self.custom_api = custom_api
         self._error: Optional[BaseException] = error
+        # Once we observe SUCCEEDED/ERROR on the CR, keep it. Feast (and the
+        # Spark Operator TTL) delete the CR after success; a later status()
+        # poll must not turn that into a false "not found" failure.
+        self._terminal_status: Optional[MaterializationJobStatus] = None
+        if error is not None:
+            self._terminal_status = MaterializationJobStatus.ERROR
 
     def status(self) -> MaterializationJobStatus:
+        if self._terminal_status is not None:
+            return self._terminal_status
         if self._error is not None:
             return MaterializationJobStatus.ERROR
 
@@ -112,8 +120,16 @@ def status(self) -> MaterializationJobStatus:
                 .get("errorMessage", f"SparkApplication failed: {state}")
             )
             self._error = Exception(msg)
+            self._terminal_status = MaterializationJobStatus.ERROR
+        elif result == MaterializationJobStatus.SUCCEEDED:
+            self._terminal_status = MaterializationJobStatus.SUCCEEDED
         return result
 
+    def mark_succeeded(self) -> None:
+        """Record successful completion before the CR is deleted/TTL'd."""
+        self._error = None
+        self._terminal_status = MaterializationJobStatus.SUCCEEDED
+
     def _get_cr_with_retry(self) -> Optional[dict]:
         """Fetch SparkApplication CR with exponential backoff on transient errors."""
         last_exc = None
@@ -128,6 +144,9 @@ def _get_cr_with_retry(self) -> Optional[dict]:
                 )
             except ApiException as e:
                 if e.status == 404:
+                    # Already completed jobs are cleaned up; don't invent a failure.
+                    if self._terminal_status == MaterializationJobStatus.SUCCEEDED:
+                        return None
                     self._error = Exception(
                         f"SparkApplication feast-sa-{self._job_id} not found"
                     )
diff --git a/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/iceberg_source.py b/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/iceberg_source.py
index 757033865f9..c93b5db62d1 100644
--- a/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/iceberg_source.py
+++ b/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/iceberg_source.py
@@ -16,6 +16,7 @@
 import os
 from typing import Any, Callable, Dict, Iterable, Optional, Tuple
 
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
 from feast.repo_config import RepoConfig
@@ -54,6 +55,7 @@ def __init__(
         owner: Optional[str] = "",
         token_env_var: Optional[str] = None,
         credential_vending: bool = True,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         _name = name or f"{warehouse}.{namespace}.{table}"
         super().__init__(
@@ -64,6 +66,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
         self.catalog_type = catalog_type
         self.catalog_name = catalog_name
@@ -158,6 +161,7 @@ def from_proto(data_source: DataSourceProto) -> Any:
             description=data_source.description,
             tags=dict(data_source.tags),
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(dict(data_source.tags)),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/unity_catalog_source.py b/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/unity_catalog_source.py
index f286c6b8d81..bfd98b84c36 100644
--- a/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/unity_catalog_source.py
+++ b/sdk/python/feast/infra/data_sources/contrib/iceberg_catalog/unity_catalog_source.py
@@ -16,6 +16,7 @@
 import os
 from typing import Any, Dict, Optional
 
+from feast.credentials import ConnectionRef
 from feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source import (
     IcebergSource,
 )
@@ -54,6 +55,7 @@ def __init__(
         catalog_properties: Optional[Dict[str, str]] = None,
         register_as_feature_table: bool = True,
         sync_lineage: bool = True,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         if endpoint is None:
             host = os.environ.get("DATABRICKS_HOST", "")
@@ -79,6 +81,7 @@ def __init__(
             owner=owner,
             token_env_var=token_env_var,
             credential_vending=credential_vending,
+            connection_ref=connection_ref,
         )
         self.register_as_feature_table = register_as_feature_table
         self.sync_lineage = sync_lineage
@@ -129,6 +132,7 @@ def from_proto(data_source: DataSourceProto) -> Any:
             description=data_source.description,
             tags=dict(data_source.tags),
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(dict(data_source.tags)),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/feature_servers/multicloud/requirements.txt b/sdk/python/feast/infra/feature_servers/multicloud/requirements.txt
index 7b5ab254e03..4f127c5a95b 100644
--- a/sdk/python/feast/infra/feature_servers/multicloud/requirements.txt
+++ b/sdk/python/feast/infra/feature_servers/multicloud/requirements.txt
@@ -1,2 +1,2 @@
 # keep VERSION on line #2, this is critical to release CI
-feast[minimal] == 0.65.0
+feast[minimal] == 0.66.0
diff --git a/sdk/python/feast/infra/mcp_servers/mcp_server.py b/sdk/python/feast/infra/mcp_servers/mcp_server.py
index 972023cdd12..2be788148cd 100644
--- a/sdk/python/feast/infra/mcp_servers/mcp_server.py
+++ b/sdk/python/feast/infra/mcp_servers/mcp_server.py
@@ -6,9 +6,10 @@
 """
 
 import logging
-from typing import Optional
+from typing import TYPE_CHECKING, Any, Dict, Optional, Set
 
-from feast.feature_store import FeatureStore
+if TYPE_CHECKING:
+    from feast.feature_store import FeatureStore
 
 logger = logging.getLogger(__name__)
 
@@ -30,13 +31,84 @@ class McpTransportNotSupportedError(RuntimeError):
     pass
 
 
-def add_mcp_support_to_app(app, store: FeatureStore, config) -> Optional["FastApiMCP"]:
+def _resolve_schema_references_safe(
+    schema_part: Dict[str, Any],
+    reference_schema: Dict[str, Any],
+    _seen_refs: Optional[Set[str]] = None,
+) -> Dict[str, Any]:
+    """Resolve ``$ref`` pointers in an OpenAPI schema **without** infinite recursion.
+
+    ``fastapi_mcp`` <=0.4.0 ships a ``resolve_schema_references`` helper that
+    inlines every ``$ref`` it encounters, but never tracks which refs have
+    already been visited.  Feast's OpenAPI schema contains self-referential
+    types (protobuf ``Value`` -> ``Struct`` -> ``Value``), which causes a
+    ``RecursionError``.
+
+    This replacement keeps a *seen-refs* set and replaces any circular
+    ``$ref`` with an empty object schema instead of recursing forever.
+
+    Reference: ``fastapi_mcp/openapi/utils.py`` lines 19-55
+    https://github.com/tadata-org/fastapi_mcp/blob/main/fastapi_mcp/openapi/utils.py#L19-L55
+    """
+    if _seen_refs is None:
+        _seen_refs = set()
+
+    schema_part = schema_part.copy()
+
+    if "$ref" in schema_part:
+        ref_path = schema_part["$ref"]
+        if ref_path in _seen_refs:
+            schema_part.pop("$ref")
+            schema_part.setdefault("type", "object")
+            return schema_part
+        if ref_path.startswith("#/components/schemas/"):
+            model_name = ref_path.split("/")[-1]
+            schemas = reference_schema.get("components", {}).get("schemas", {})
+            if model_name in schemas:
+                _seen_refs = _seen_refs | {ref_path}
+                ref_schema = schemas[model_name].copy()
+                schema_part.pop("$ref")
+                schema_part.update(ref_schema)
+
+    for key, value in schema_part.items():
+        if isinstance(value, dict):
+            schema_part[key] = _resolve_schema_references_safe(
+                value, reference_schema, _seen_refs
+            )
+        elif isinstance(value, list):
+            schema_part[key] = [
+                _resolve_schema_references_safe(item, reference_schema, _seen_refs)
+                if isinstance(item, dict)
+                else item
+                for item in value
+            ]
+
+    return schema_part
+
+
+def _patch_fastapi_mcp_schema_resolver() -> None:
+    """Monkey-patch ``fastapi_mcp.openapi.utils.resolve_schema_references``
+    with our circular-ref-safe version so that ``FastApiMCP`` can process
+    Feast's OpenAPI schema without hitting a ``RecursionError``."""
+    try:
+        import fastapi_mcp.openapi.utils as _mcp_utils
+
+        _mcp_utils.resolve_schema_references = _resolve_schema_references_safe  # type: ignore[assignment]
+    except (ImportError, AttributeError):
+        pass
+
+
+def add_mcp_support_to_app(
+    app, store: "FeatureStore", config
+) -> Optional["FastApiMCP"]:
     """Add MCP support to the FastAPI app if enabled in configuration."""
     if not MCP_AVAILABLE:
         logger.warning("MCP support requested but fastapi_mcp is not available")
         return None
 
     try:
+        _patch_fastapi_mcp_schema_resolver()
+
         # Create MCP server from the FastAPI app
         mcp = FastApiMCP(
             app,
diff --git a/sdk/python/feast/infra/offline_stores/bigquery.py b/sdk/python/feast/infra/offline_stores/bigquery.py
index dc5eaf40cac..269572dd9da 100644
--- a/sdk/python/feast/infra/offline_stores/bigquery.py
+++ b/sdk/python/feast/infra/offline_stores/bigquery.py
@@ -27,6 +27,7 @@
 from tenacity import Retrying, retry_if_exception_type, stop_after_delay, wait_fixed
 
 from feast import flags_helper
+from feast.credentials import get_connection_config_override
 from feast.data_source import DataSource
 from feast.errors import (
     BigQueryJobCancelled,
@@ -137,6 +138,8 @@ def project_id_exists(cls, v, values, **kwargs):
 
 
 class BigQueryOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -273,6 +276,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs: Any,
     ) -> RetrievalJob:
         # TODO: Add entity_df validation in order to fail before interacting with BigQuery
@@ -388,6 +392,7 @@ def query_generator() -> Iterator[str]:
                 entity_df_columns=entity_schema_keys,
                 query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
                 full_feature_names=full_feature_names,
+                filter_by_created_timestamp=filter_by_created_timestamp,
             )
 
             try:
@@ -1582,8 +1587,28 @@ def _get_entity_df_event_timestamp_range(
 
 
 def _get_bigquery_client(
-    project: Optional[str] = None, location: Optional[str] = None
+    project: Optional[str] = None,
+    location: Optional[str] = None,
+    data_source=None,
 ) -> bigquery.Client:
+    override = get_connection_config_override(data_source) if data_source else None
+    if override and "service_account_json" in override:
+        from google.oauth2 import service_account
+
+        try:
+            sa_info = json.loads(override["service_account_json"])
+        except json.JSONDecodeError as exc:
+            raise FeastProviderLoginError(
+                "The 'service_account_json' credential resolved from "
+                f"ConnectionRef is not valid JSON: {exc}"
+            )
+        credentials = service_account.Credentials.from_service_account_info(sa_info)
+        return bigquery.Client(
+            project=override.get("project", project),
+            location=location,
+            credentials=credentials,
+            client_info=get_http_client_info(),
+        )
     try:
         client = bigquery.Client(
             project=project, location=location, client_info=get_http_client_info()
@@ -1734,6 +1759,10 @@ def arrow_schema_to_bq_schema(arrow_schema: pyarrow.Schema) -> List[SchemaField]
             AND subquery.event_timestamp >= Timestamp_sub(entity_dataframe.entity_timestamp, interval {{ featureview.ttl }} second)
             {% endif %}
 
+            {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+            AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+            {% endif %}
+
             {% for entity in featureview.entities %}
             AND subquery.{{ entity }} = entity_dataframe.{{ entity }}
             {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/bigquery_source.py b/sdk/python/feast/infra/offline_stores/bigquery_source.py
index 5fdc29a19fb..a503c5c3055 100644
--- a/sdk/python/feast/infra/offline_stores/bigquery_source.py
+++ b/sdk/python/feast/infra/offline_stores/bigquery_source.py
@@ -3,6 +3,7 @@
 from typeguard import typechecked
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, DataSourceNotFoundException
 from feast.feature_logging import LoggingDestination
@@ -40,6 +41,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Create a BigQuerySource from an existing table or query.
 
@@ -64,6 +66,7 @@ def __init__(
             tags (optional): A dictionary of key-value pairs to store arbitrary metadata.
             owner (optional): The owner of the bigquery source, typically the email of the primary
                 maintainer.
+            connection_ref (optional): Connection reference for credential resolution.
         Example:
             >>> from feast import BigQuerySource
             >>> my_bigquery_source = BigQuerySource(table="gcp_project:bq_dataset.bq_table")
@@ -89,6 +92,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     # Note: Python requires redefining hash in child classes that override __eq__
@@ -97,9 +101,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, BigQuerySource):
-            raise TypeError(
-                "Comparisons should only involve BigQuerySource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
@@ -119,6 +121,7 @@ def query(self):
     def from_proto(data_source: DataSourceProto):
         assert data_source.HasField("bigquery_options")
 
+        tags = dict(data_source.tags)
         return BigQuerySource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -129,8 +132,9 @@ def from_proto(data_source: DataSourceProto):
             timestamp_field_type=data_source.timestamp_field_type or None,
             query=data_source.bigquery_options.query,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena.py b/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena.py
index d287367cc8d..d8fae6bf19b 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena.py
@@ -66,6 +66,8 @@ class AthenaOfflineStoreConfig(FeastConfigBaseModel):
 
 
 class AthenaOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -195,6 +197,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, AthenaOfflineStoreConfig)
         for fv in feature_views:
@@ -252,6 +255,7 @@ def query_generator() -> Iterator[str]:
                 entity_df_columns=entity_schema.keys(),
                 query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
                 full_feature_names=full_feature_names,
+                filter_by_created_timestamp=filter_by_created_timestamp,
             )
 
             try:
@@ -651,6 +655,10 @@ def _get_entity_df_event_timestamp_range(
         AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - {{ featureview.ttl }} * interval '1' second
         {% endif %}
 
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
+
         {% for entity in featureview.entities %}
         AND subquery.{{ entity }} = entity_dataframe.{{ entity }}
         {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena_source.py b/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena_source.py
index 157ca35933f..1937f691f95 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/athena_offline_store/athena_source.py
@@ -1,6 +1,7 @@
 from typing import Callable, Dict, Iterable, Optional, Tuple
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, DataSourceNotFoundException
 from feast.feature_logging import LoggingDestination
@@ -35,6 +36,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a AthenaSource object.
@@ -82,6 +84,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     @staticmethod
@@ -95,6 +98,7 @@ def from_proto(data_source: DataSourceProto):
         Returns:
             A AthenaSource object based on the data_source protobuf.
         """
+        tags = dict(data_source.tags)
         return AthenaSource(
             name=data_source.name,
             timestamp_field=data_source.timestamp_field,
@@ -106,7 +110,8 @@ def from_proto(data_source: DataSourceProto):
             date_partition_column=data_source.date_partition_column,
             query=data_source.athena_options.query,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     # Note: Python requires redefining hash in child classes that override __eq__
@@ -115,9 +120,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, AthenaSource):
-            raise TypeError(
-                "Comparisons should only involve AthenaSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
diff --git a/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse.py b/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse.py
index 79958960c85..9e353151746 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse.py
@@ -39,6 +39,8 @@ class ClickhouseOfflineStoreConfig(ClickhouseConfig):
 
 
 class ClickhouseOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def get_historical_features(
         config: RepoConfig,
@@ -48,6 +50,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, ClickhouseOfflineStoreConfig)
@@ -123,6 +126,7 @@ def query_generator() -> Iterator[str]:
                     entity_df_columns=entity_schema.keys(),
                     query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
                     full_feature_names=full_feature_names,
+                    filter_by_created_timestamp=filter_by_created_timestamp,
                 )
                 yield query
             finally:
@@ -539,6 +543,10 @@ def _append_alias(field_names: List[str], alias: str) -> List[str]:
         {% if featureview.ttl == 0 %}{% else %}
         AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - interval {{ featureview.ttl }} second
         {% endif %}
+
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
 ),
 
 /*
diff --git a/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse_source.py b/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse_source.py
index e3c4a5f6fda..27a72d2ccb6 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse_source.py
@@ -16,6 +16,7 @@
 from clickhouse_connect.datatypes.temporal import DateTime, DateTime64
 
 from feast import RepoConfig, ValueType
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException
 from feast.infra.utils.clickhouse.connection_utils import get_client
@@ -71,6 +72,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         self._clickhouse_options = ClickhouseOptions(
             name=name, query=query, table=table
@@ -89,6 +91,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     @staticmethod
@@ -97,6 +100,7 @@ def from_proto(data_source: DataSourceProto) -> Any:
 
         postgres_options = json.loads(data_source.custom_options.configuration)
 
+        tags = dict(data_source.tags)
         return ClickhouseSource(
             name=postgres_options["name"],
             query=postgres_options["query"],
@@ -105,8 +109,9 @@ def from_proto(data_source: DataSourceProto) -> Any:
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase.py b/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase.py
index 54921e9515e..7ff7ed7225f 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase.py
@@ -64,6 +64,8 @@ class CouchbaseColumnarOfflineStoreConfig(FeastConfigBaseModel):
 
 
 class CouchbaseColumnarOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -136,6 +138,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         """
         Retrieve historical features using point-in-time joins.
@@ -197,6 +200,7 @@ def query_generator() -> Iterator[str]:
                     entity_df_columns=entity_schema.keys(),
                     query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
                     full_feature_names=full_feature_names,
+                    filter_by_created_timestamp=filter_by_created_timestamp,
                 )
                 yield query
             finally:
@@ -481,6 +485,7 @@ def build_point_in_time_query(
     entity_df_columns: KeysView[str],
     query_template: str,
     full_feature_names: bool = False,
+    filter_by_created_timestamp: bool = False,
 ) -> str:
     """Build point-in-time query between each feature view table and the entity dataframe for Couchbase Columnar"""
     template = Environment(loader=BaseLoader()).from_string(source=query_template)
@@ -507,6 +512,7 @@ def build_point_in_time_query(
         "featureviews": feature_view_query_contexts,
         "full_feature_names": full_feature_names,
         "final_output_feature_names": final_output_feature_names,
+        "filter_by_created_timestamp": filter_by_created_timestamp,
     }
 
     query = template.render(template_context)
@@ -620,6 +626,9 @@ def _get_entity_schema(
         {% if featureview.ttl == 0 %}{% else %}
         AND date_diff_str(entity_dataframe.entity_timestamp, subquery.event_timestamp, "second") <= {{ featureview.ttl }}
         {% endif %}
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
         {% for entity in featureview.entities %}
         AND subquery.`{{ entity }}` = entity_dataframe.`{{ entity }}`
         {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase_source.py b/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase_source.py
index 10b9863daed..84eeea63a9f 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/couchbase_offline_store/couchbase_source.py
@@ -7,6 +7,7 @@
 from couchbase_columnar.options import ClusterOptions, QueryOptions, TimeoutOptions
 from typeguard import typechecked
 
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, ZeroColumnQueryResult
 from feast.feature_logging import LoggingDestination
@@ -43,6 +44,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates a CouchbaseColumnarSource object.
 
@@ -86,6 +88,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     def __hash__(self):
@@ -93,9 +96,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, CouchbaseColumnarSource):
-            raise TypeError(
-                "Comparisons should only involve CouchbaseColumnarSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
@@ -111,6 +112,7 @@ def from_proto(data_source: DataSourceProto):
 
         couchbase_options = json.loads(data_source.custom_options.configuration)
 
+        tags = dict(data_source.tags)
         return CouchbaseColumnarSource(
             name=couchbase_options["name"],
             query=couchbase_options["query"],
@@ -121,8 +123,9 @@ def from_proto(data_source: DataSourceProto):
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/mongodb_offline_store/mongodb.py b/sdk/python/feast/infra/offline_stores/contrib/mongodb_offline_store/mongodb.py
index 76aa173cb95..c891df6e333 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/mongodb_offline_store/mongodb.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/mongodb_offline_store/mongodb.py
@@ -56,6 +56,7 @@
 
 from pydantic import StrictStr
 
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import (
     DataSourceNoNameException,
@@ -133,6 +134,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         if name is None:
             raise DataSourceNoNameException()
@@ -144,6 +146,7 @@ def __init__(
             description=description,
             tags=tags or {},
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     @property
@@ -159,14 +162,16 @@ def validate(self, config: RepoConfig) -> None:
     @staticmethod
     def from_proto(data_source: DataSourceProto) -> "MongoDBSource":
         assert data_source.HasField("custom_options")
+        tags = dict(data_source.tags)
         return MongoDBSource(
             name=data_source.name,
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             field_mapping=dict(data_source.field_mapping),
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssql.py b/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssql.py
index 4821aa8dcb6..fd3e2cb4a34 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssql.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssql.py
@@ -118,6 +118,8 @@ class MsSqlServerOfflineStoreConfig(FeastConfigBaseModel):
 
 
 class MsSqlServerOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -151,6 +153,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         # TODO avoid this conversion
         if type(entity_df) == str:
@@ -168,6 +171,7 @@ def get_historical_features(
             data_source_reader=_build_data_source_reader(config),
             data_source_writer=_build_data_source_writer(config),
             event_expire_timestamp_fn=mssql_event_expire_timestamp_fn,
+            filter_by_created_timestamp=filter_by_created_timestamp,
         )
 
     @staticmethod
diff --git a/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssqlserver_source.py b/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssqlserver_source.py
index ce1107730eb..3ea98346c34 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssqlserver_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/mssql_offline_store/mssqlserver_source.py
@@ -6,6 +6,7 @@
 from urllib import parse
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
 from feast.repo_config import RepoConfig
@@ -129,6 +130,7 @@ def __init__(
         description: Optional[str] = None,
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = None,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates a MsSqlServerSource object.
 
@@ -166,13 +168,12 @@ def __init__(
             owner=owner,
             name=name,
             timestamp_field=event_timestamp_column,
+            connection_ref=connection_ref,
         )
 
     def __eq__(self, other):
         if not isinstance(other, MsSqlServerSource):
-            raise TypeError(
-                "Comparisons should only involve SqlServerSource class objects."
-            )
+            return False
 
         return (
             self.name == other.name
@@ -214,6 +215,7 @@ def mssqlserver_options(self, sqlserver_options):
     @staticmethod
     def from_proto(data_source: DataSourceProto):
         options = json.loads(data_source.custom_options.configuration)
+        tags = dict(data_source.tags)
         return MsSqlServerSource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -222,6 +224,8 @@ def from_proto(data_source: DataSourceProto):
             event_timestamp_column=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             date_partition_column=data_source.date_partition_column,
+            tags=tags,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle.py b/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle.py
index 25517fa74c3..0aa657c69c9 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle.py
@@ -486,6 +486,8 @@ def _oracle_try_execute_ddl(con, ddl: str) -> None:
 
 
 class OracleOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -521,6 +523,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs,
     ) -> RetrievalJob:
         if not feature_views:
@@ -554,6 +557,7 @@ def get_historical_features(
             full_feature_names=full_feature_names,
             data_source_reader=_build_data_source_reader(config, con=con),
             data_source_writer=_build_data_source_writer(config, con=con),
+            filter_by_created_timestamp=filter_by_created_timestamp,
         )
 
     @staticmethod
diff --git a/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle_source.py b/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle_source.py
index cb2de89538e..e442b3b66b3 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/oracle_offline_store/oracle_source.py
@@ -2,6 +2,7 @@
 from typing import Callable, Dict, Iterable, Optional, Tuple
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
 from feast.repo_config import RepoConfig
@@ -74,6 +75,7 @@ def __init__(
         description: Optional[str] = None,
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = None,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates an OracleSource object.
 
@@ -101,13 +103,12 @@ def __init__(
             owner=owner,
             name=name,
             timestamp_field=event_timestamp_column,
+            connection_ref=connection_ref,
         )
 
     def __eq__(self, other):
         if not isinstance(other, OracleSource):
-            raise TypeError(
-                "Comparisons should only involve OracleSource class objects."
-            )
+            return False
 
         return (
             self.name == other.name
@@ -144,6 +145,7 @@ def oracle_options(self, oracle_options):
     @staticmethod
     def from_proto(data_source: DataSourceProto):
         options = json.loads(data_source.custom_options.configuration)
+        tags = dict(data_source.tags)
         return OracleSource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -151,6 +153,8 @@ def from_proto(data_source: DataSourceProto):
             event_timestamp_column=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             date_partition_column=data_source.date_partition_column,
+            tags=tags,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres.py b/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres.py
index d2bbeb90133..63363715cd6 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres.py
@@ -75,6 +75,8 @@ class PostgreSQLOfflineStoreConfig(PostgreSQLConfig):
 
 
 class PostgreSQLOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -99,14 +101,35 @@ def pull_latest_from_table_or_query(
         if created_timestamp_column:
             timestamps.append(created_timestamp_column)
         timestamp_desc_string = " DESC, ".join(_append_alias(timestamps, "a")) + " DESC"
-        a_field_string = ", ".join(
-            _append_alias(join_key_columns + feature_name_columns + timestamps, "a")
-        )
-        b_field_string = ", ".join(
-            _append_alias(join_key_columns + feature_name_columns + timestamps, "b")
-        )
-
-        query = f"""
+        # Empty feature_name_columns means "all source columns". BatchFeatureView
+        # python/pandas/ray transforms signal this via get_column_info. Selecting
+        # only join keys + timestamps would starve the UDF of input features.
+        if not feature_name_columns:
+            distinct_on = ", ".join(f'a."{c}"' for c in join_key_columns) or (
+                f'a."{timestamp_field}"'
+            )
+            order_by_parts = [f'a."{c}"' for c in join_key_columns] + [
+                f'a."{timestamp_field}" DESC'
+            ]
+            if created_timestamp_column:
+                order_by_parts.append(f'a."{created_timestamp_column}" DESC')
+            order_by = ", ".join(order_by_parts)
+            query = f"""
+            SELECT DISTINCT ON ({distinct_on})
+                a.*
+                {f", {repr(DUMMY_ENTITY_VAL)} AS {DUMMY_ENTITY_ID}" if not join_key_columns else ""}
+            FROM {from_expression} a
+            WHERE a."{timestamp_field}" BETWEEN '{start_date}'::timestamptz AND '{end_date}'::timestamptz
+            ORDER BY {order_by}
+            """
+        else:
+            a_field_string = ", ".join(
+                _append_alias(join_key_columns + feature_name_columns + timestamps, "a")
+            )
+            b_field_string = ", ".join(
+                _append_alias(join_key_columns + feature_name_columns + timestamps, "b")
+            )
+            query = f"""
             SELECT
                 {b_field_string}
                 {f", {repr(DUMMY_ENTITY_VAL)} AS {DUMMY_ENTITY_ID}" if not join_key_columns else ""}
@@ -135,6 +158,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, PostgreSQLOfflineStoreConfig)
@@ -222,6 +246,7 @@ def query_generator() -> Iterator[str]:
                     use_cte=use_cte,
                     start_date=start_date,
                     end_date=end_date,
+                    filter_by_created_timestamp=filter_by_created_timestamp,
                 )
             finally:
                 # Only cleanup if we created a table
@@ -271,12 +296,17 @@ def pull_all_from_table_or_query(
         timestamp_fields = [timestamp_field]
         if created_timestamp_column:
             timestamp_fields.append(created_timestamp_column)
-        field_string = ", ".join(
-            _append_alias(
-                join_key_columns + feature_name_columns + timestamp_fields,
-                "paftoq_alias",
+        # Empty feature_name_columns => SELECT * (BatchFeatureView python mode).
+        # Default materialization uses pull_all (pull_latest_features=False).
+        if not feature_name_columns:
+            field_string = "paftoq_alias.*"
+        else:
+            field_string = ", ".join(
+                _append_alias(
+                    join_key_columns + feature_name_columns + timestamp_fields,
+                    "paftoq_alias",
+                )
             )
-        )
 
         timestamp_filter = get_timestamp_filter_sql(
             start_date,
@@ -693,6 +723,7 @@ def build_point_in_time_query(
     use_cte: bool = False,
     start_date: Optional[datetime] = None,
     end_date: Optional[datetime] = None,
+    filter_by_created_timestamp: bool = False,
 ) -> str:
     """Build point-in-time query between each feature view table and the entity dataframe for PostgreSQL"""
     template = Environment(loader=BaseLoader()).from_string(source=query_template)
@@ -723,6 +754,7 @@ def build_point_in_time_query(
         "use_cte": use_cte,
         "start_date": start_date,
         "end_date": end_date,
+        "filter_by_created_timestamp": filter_by_created_timestamp,
     }
 
     query = template.render(template_context)
@@ -965,6 +997,10 @@ def _get_entity_schema(
         AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - {{ featureview.ttl }} * interval '1' second
         {% endif %}
 
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
+
         {% for entity in featureview.entities %}
         AND subquery."{{ entity }}" = entity_dataframe."{{ entity }}"
         {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres_source.py b/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres_source.py
index 272b8ad0474..7cffc187c7d 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/postgres_offline_store/postgres_source.py
@@ -3,6 +3,7 @@
 
 from typeguard import typechecked
 
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, ZeroColumnQueryResult
 from feast.infra.utils.postgres.connection_utils import _get_conn
@@ -35,6 +36,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates a PostgreSQLSource object.
 
@@ -70,6 +72,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     def __hash__(self):
@@ -77,9 +80,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, PostgreSQLSource):
-            raise TypeError(
-                "Comparisons should only involve PostgreSQLSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
@@ -95,6 +96,7 @@ def from_proto(data_source: DataSourceProto):
 
         postgres_options = json.loads(data_source.custom_options.configuration)
 
+        tags = dict(data_source.tags)
         return PostgreSQLSource(
             name=postgres_options["name"],
             query=postgres_options["query"],
@@ -103,8 +105,9 @@ def from_proto(data_source: DataSourceProto):
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_source.py b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_source.py
index a8bfa2af2ef..ffb45153487 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_source.py
@@ -2,6 +2,7 @@
 import logging
 from typing import Any, Callable, Dict, Iterable, Optional, Tuple
 
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
 from feast.repo_config import RepoConfig
@@ -85,6 +86,7 @@ def __init__(
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
         timestamp_field: Optional[str] = None,
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates a RaySource object.
 
@@ -113,6 +115,7 @@ def __init__(
                 maintainer.
             timestamp_field: Event timestamp field used for point-in-time joins of
                 feature values.
+            connection_ref: Connection reference for credential resolution.
         """
         if reader_type not in SUPPORTED_READER_TYPES:
             raise ValueError(
@@ -128,6 +131,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
         self.ray_source_options = RaySourceOptions(
@@ -163,6 +167,7 @@ def from_proto(data_source: DataSourceProto) -> Any:
         """
         assert data_source.type == DataSourceProto.CUSTOM_SOURCE
         config = json.loads(data_source.custom_options.configuration)
+        tags = dict(data_source.tags)
         return RaySource(
             name=data_source.name,
             reader_type=config["reader_type"],
@@ -172,8 +177,9 @@ def from_proto(data_source: DataSourceProto) -> Any:
             timestamp_field=data_source.timestamp_field or None,
             created_timestamp_column=data_source.created_timestamp_column or None,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
@@ -228,7 +234,7 @@ def get_table_query_string(self) -> str:
 
     def __eq__(self, other):
         if not isinstance(other, RaySource):
-            raise TypeError("Comparisons should only involve RaySource class objects.")
+            return False
         base_eq = super().__eq__(other)
         if not base_eq:
             return False
diff --git a/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py b/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py
index 44590287ff6..7e0a03e69bb 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py
@@ -93,6 +93,8 @@ class SparkFeatureViewQueryContext(offline_utils.FeatureViewQueryContext):
 
 
 class SparkOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -172,6 +174,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, SparkOfflineStoreConfig)
@@ -332,6 +335,7 @@ def get_historical_features(
             entity_df_columns=entity_schema_keys,
             query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
             full_feature_names=full_feature_names,
+            filter_by_created_timestamp=filter_by_created_timestamp,
         )
 
         return SparkRetrievalJob(
@@ -1792,6 +1796,10 @@ def _cast_data_frame(
             AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - {{ featureview.ttl }} * interval '1' second
             {% endif %}
 
+            {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+            AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+            {% endif %}
+
             {% for entity in featureview.entities %}
             AND subquery.{{ entity }} = entity_dataframe.{{ entity }}
             {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark_source.py b/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark_source.py
index 24dce0c4e0b..41069b10439 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark_source.py
@@ -5,6 +5,7 @@
 from typing import Any, Callable, Dict, Iterable, Optional, Tuple
 
 from feast import flags_helper
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, DataSourceNotFoundException
 from feast.infra.offline_stores.offline_utils import get_temp_entity_table_name
@@ -51,6 +52,7 @@ def __init__(
         timestamp_field: Optional[str] = None,
         date_partition_column: Optional[str] = None,
         date_partition_column_format: Optional[str] = "%Y-%m-%d",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """Creates a SparkSource object.
 
@@ -90,6 +92,7 @@ def __init__(
             date_partition_column=date_partition_column,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
         if not flags_helper.is_test():
@@ -155,6 +158,7 @@ def from_proto(data_source: DataSourceProto) -> Any:
         assert data_source.HasField("spark_options")
         spark_options = SparkOptions.from_proto(data_source.spark_options)
 
+        tags = dict(data_source.tags)
         return SparkSource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -168,8 +172,9 @@ def from_proto(data_source: DataSourceProto) -> Any:
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
@@ -262,8 +267,13 @@ def _load_dataframe_from_path(self, spark_session):
         return reader.load(self.path)
 
     def __eq__(self, other):
-        base_eq = super().__eq__(other)
-        if not base_eq:
+        # Guard before the spark-specific attribute access below: the base
+        # DataSource.__eq__ accepts any DataSource subclass, so a cross-type
+        # comparison (e.g. against a FileSource with a matching name) would
+        # otherwise raise AttributeError on `other.table` (#6636).
+        if not isinstance(other, SparkSource):
+            return False
+        if not super().__eq__(other):
             return False
         return (
             self.table == other.table
diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py
index 0f77d6e18fc..c9d4119f94f 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino.py
@@ -298,6 +298,8 @@ def metadata(self) -> Optional[RetrievalMetadata]:
 
 
 class TrinoOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -356,6 +358,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> TrinoRetrievalJob:
         assert isinstance(config.offline_store, TrinoOfflineStoreConfig)
         for fv in feature_views:
@@ -417,6 +420,7 @@ def get_historical_features(
             entity_df_columns=entity_schema.keys(),
             query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
             full_feature_names=full_feature_names,
+            filter_by_created_timestamp=filter_by_created_timestamp,
         )
 
         return TrinoRetrievalJob(
@@ -648,6 +652,9 @@ def _get_entity_df_event_timestamp_range(
         {% if featureview.ttl == 0 %}{% else %}
         AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - interval '{{ featureview.ttl }}' second
         {% endif %}
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
         {% for entity in featureview.entities %}
         AND subquery.{{ entity }} = entity_dataframe.{{ entity }}
         {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py
index d8768b773fb..21554244f86 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_source.py
@@ -1,6 +1,7 @@
 from typing import Callable, Dict, Iterable, Optional, Tuple
 
 from feast import ValueType
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException
 from feast.infra.offline_stores.contrib.trino_offline_store.trino_queries import Trino
@@ -101,6 +102,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a TrinoSource object.
@@ -137,6 +139,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
         self._trino_options = TrinoOptions(table=table, query=query)
@@ -146,9 +149,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, TrinoSource):
-            raise TypeError(
-                "Comparisons should only involve TrinoSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
@@ -189,6 +190,7 @@ def trino_options(self, trino_options):
     def from_proto(data_source: DataSourceProto):
         assert data_source.HasField("trino_options")
 
+        tags = dict(data_source.tags)
         return TrinoSource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -197,8 +199,9 @@ def from_proto(data_source: DataSourceProto):
             timestamp_field=data_source.timestamp_field,
             created_timestamp_column=data_source.created_timestamp_column,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
diff --git a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_type_map.py b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_type_map.py
index a11298e9b81..5deb8b76f59 100644
--- a/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_type_map.py
+++ b/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/trino_type_map.py
@@ -22,6 +22,9 @@ def trino_to_feast_value_type(trino_type_as_str: str) -> ValueType:
         "boolean": ValueType.BOOL,
         "real": ValueType.FLOAT,
         "date": ValueType.STRING,
+        "binary": ValueType.STRING,
+        "varbinary": ValueType.STRING,
+        "json": ValueType.STRING,
     }
     _trino_type_as_str: str = trino_type_as_str
     trino_type_as_str = trino_type_as_str.lower()
@@ -36,6 +39,8 @@ def trino_to_feast_value_type(trino_type_as_str: str) -> ValueType:
                 trino_type_as_str = "decimal64"
             else:
                 trino_type_as_str = "decimal32"
+        else:
+            trino_type_as_str = "decimal64"
 
     elif trino_type_as_str.startswith("timestamp"):
         trino_type_as_str = "timestamp"
@@ -43,6 +48,9 @@ def trino_to_feast_value_type(trino_type_as_str: str) -> ValueType:
     elif trino_type_as_str.startswith("varchar"):
         trino_type_as_str = "varchar"
 
+    elif trino_type_as_str.startswith("char"):
+        trino_type_as_str = "char"
+
     if trino_type_as_str not in type_map:
         raise ValueError(f"Trino type not supported by feast {_trino_type_as_str}")
     return type_map[trino_type_as_str]
@@ -55,7 +63,11 @@ def pa_to_trino_value_type(pa_type_as_str: str) -> str:
     trino_type = "{}"
     if pa_type_as_str.startswith("list"):
         trino_type = "array<{}>"
-        pa_type_as_str = re.search(r"^list<item:\s(.+)>$", pa_type_as_str).group(1)
+        match = re.search(r"^list<item:\s(.+)>$", pa_type_as_str)
+        if match:
+            pa_type_as_str = match.group(1)
+        else:
+            return trino_type.format("varchar")
 
     if pa_type_as_str.startswith("date"):
         return trino_type.format("date")
@@ -67,7 +79,10 @@ def pa_to_trino_value_type(pa_type_as_str: str) -> str:
             return trino_type.format("timestamp")
 
     if pa_type_as_str.startswith("decimal"):
-        return trino_type.format(pa_type_as_str)
+        # PyArrow renders decimal types as decimal128(10, 2) or decimal256(10, 2),
+        # but Trino expects just decimal(10, 2)
+        normalized = re.sub(r"^decimal\d+", "decimal", pa_type_as_str)
+        return trino_type.format(normalized)
 
     if pa_type_as_str.startswith("map<"):
         return trino_type.format("varchar")
@@ -92,33 +107,43 @@ def pa_to_trino_value_type(pa_type_as_str: str) -> str:
         "float": "double",
         "double": "double",
         "binary": "binary",
+        "varbinary": "binary",
         "string": "varchar",
+        "char": "varchar",
     }
     return trino_type.format(type_map[pa_type_as_str])
 
 
-_TRINO_TO_PA_TYPE_MAP = {
+_TRINO_TO_PA_TYPE_MAP: Dict[str, pa.DataType] = {
     "null": pa.null(),
     "boolean": pa.bool_(),
     "date": pa.date32(),
     "tinyint": pa.int8(),
     "smallint": pa.int16(),
     "integer": pa.int32(),
+    "int": pa.int32(),
     "bigint": pa.int64(),
     "double": pa.float64(),
     "binary": pa.binary(),
+    "varbinary": pa.binary(),
     "char": pa.string(),
+    "json": pa.string(),
     "real": pa.float32(),
 }
 
 
+def _trino_array_item_type(trino_type_as_str: str) -> str | None:
+    if trino_type_as_str.startswith("array(") and trino_type_as_str.endswith(")"):
+        return trino_type_as_str[6:-1].strip()
+    return None
+
+
 def trino_to_pa_value_type(trino_type_as_str: str) -> pa.DataType:
-    trino_type_as_str = trino_type_as_str.lower()
+    trino_type_as_str = trino_type_as_str.lower().strip()
 
-    _is_list: bool = False
-    if trino_type_as_str.startswith("array"):
-        _is_list = True
-        trino_type_as_str = re.search(r"^array\((\w+)\)$", trino_type_as_str).group(1)
+    array_item_type = _trino_array_item_type(trino_type_as_str)
+    if array_item_type is not None:
+        return pa.list_(trino_to_pa_value_type(array_item_type))
 
     if trino_type_as_str.startswith("decimal"):
         search_precision = re.search(
@@ -127,20 +152,24 @@ def trino_to_pa_value_type(trino_type_as_str: str) -> pa.DataType:
         if search_precision:
             precision = int(search_precision.group(1))
             if precision > 32:
-                pa_type = pa.float64()
+                return pa.float64()
             else:
-                pa_type = pa.float32()
+                return pa.float32()
+        return pa.float64()
 
-    elif trino_type_as_str.startswith("timestamp"):
-        pa_type = pa.timestamp("us")
+    if trino_type_as_str.startswith("timestamp"):
+        return pa.timestamp("us")
 
-    elif trino_type_as_str.startswith("varchar"):
-        pa_type = pa.string()
+    if trino_type_as_str.startswith("varchar"):
+        return pa.string()
+
+    if trino_type_as_str.startswith("char"):
+        return pa.string()
+
+    if trino_type_as_str.startswith("row("):
+        return pa.string()
 
-    else:
-        pa_type = _TRINO_TO_PA_TYPE_MAP[trino_type_as_str]
+    if trino_type_as_str.startswith("map("):
+        return pa.string()
 
-    if _is_list:
-        return pa.list_(pa_type)
-    else:
-        return pa_type
+    return _TRINO_TO_PA_TYPE_MAP[trino_type_as_str]
diff --git a/sdk/python/feast/infra/offline_stores/dask.py b/sdk/python/feast/infra/offline_stores/dask.py
index 1a68cdfb69f..f9d22250c7d 100644
--- a/sdk/python/feast/infra/offline_stores/dask.py
+++ b/sdk/python/feast/infra/offline_stores/dask.py
@@ -3,7 +3,7 @@
 import uuid
 from datetime import date, datetime, timezone
 from pathlib import Path
-from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Union
+from typing import Any, Callable, Dict, List, Literal, Optional, Set, Tuple, Union
 
 import dask
 import dask.dataframe as dd
@@ -141,6 +141,8 @@ def supports_remote_storage_export(self) -> bool:
 
 
 class DaskOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def get_historical_features(
         config: RepoConfig,
@@ -150,6 +152,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
         **kwargs,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, DaskOfflineStoreConfig)
@@ -299,6 +302,9 @@ def evaluate_historical_retrieval():
                 if non_entity_mode:
                     current_join_keys = []
 
+                # Snapshot before the merge blends the two sides together.
+                entity_df_columns = list(entity_df_with_features.columns)
+
                 df_to_join = _merge(
                     entity_df_with_features, df_to_join, current_join_keys
                 )
@@ -314,6 +320,17 @@ def evaluate_historical_retrieval():
                     timestamp_field,
                 )
 
+                if filter_by_created_timestamp and created_timestamp_column:
+                    df_to_join = _apply_created_timestamp_cutoff(
+                        df_to_join,
+                        timestamp_field,
+                        created_timestamp_column,
+                        entity_df_event_timestamp_col,
+                        # Join keys too: in non-entity mode they come from the
+                        # feature view side.
+                        set(entity_df_columns) | set(join_keys),
+                    )
+
                 df_to_join = _drop_duplicates(
                     df_to_join,
                     all_join_keys,
@@ -640,7 +657,9 @@ def get_monitoring_max_timestamp(
             uri=data_source.file_options.uri,
         )
         filesystem, path = FileSource.create_filesystem_and_path(
-            str(absolute_path), data_source.file_options.s3_endpoint_override
+            str(absolute_path),
+            data_source.file_options.s3_endpoint_override,
+            resolved_credentials=data_source.resolve_credentials(),
         )
         try:
             t = pq.read_table(path, filesystem=filesystem, columns=[timestamp_field])
@@ -761,7 +780,9 @@ def _dask_read_batch_arrow(
         uri=data_source.file_options.uri,
     )
     filesystem, path = FileSource.create_filesystem_and_path(
-        str(absolute_path), data_source.file_options.s3_endpoint_override
+        str(absolute_path),
+        data_source.file_options.s3_endpoint_override,
+        resolved_credentials=data_source.resolve_credentials(),
     )
     return pq.read_table(path, filesystem=filesystem)
 
@@ -982,15 +1003,26 @@ def _get_entity_df_event_timestamp_range(
 
 
 def _read_datasource(data_source, repo_path) -> dd.DataFrame:
-    storage_options = (
-        {
+    storage_options: Optional[dict] = None
+    resolved_creds = data_source.resolve_credentials()
+
+    if resolved_creds:
+        storage_options = {
+            "key": resolved_creds.get("AWS_ACCESS_KEY_ID", ""),
+            "secret": resolved_creds.get("AWS_SECRET_ACCESS_KEY", ""),
+        }
+        endpoint = data_source.file_options.s3_endpoint_override
+        if endpoint:
+            storage_options["client_kwargs"] = {"endpoint_url": endpoint}
+        session_token = resolved_creds.get("AWS_SESSION_TOKEN")
+        if session_token:
+            storage_options["token"] = session_token
+    elif data_source.file_options.s3_endpoint_override:
+        storage_options = {
             "client_kwargs": {
                 "endpoint_url": data_source.file_options.s3_endpoint_override
             }
         }
-        if data_source.file_options.s3_endpoint_override
-        else None
-    )
 
     path = FileSource.get_uri_for_file_path(
         repo_path=repo_path,
@@ -1183,6 +1215,32 @@ def _filter_ttl(
     return df_to_join
 
 
+def _apply_created_timestamp_cutoff(
+    df_to_join: dd.DataFrame,
+    timestamp_field: str,
+    created_timestamp_column: str,
+    entity_df_event_timestamp_col: str,
+    preserved_columns: Set[str],
+) -> dd.DataFrame:
+    # Versions created after the entity timestamp. The isna() term leaves rows with a
+    # null source timestamp untouched, matching _filter_ttl.
+    too_new = ~df_to_join[timestamp_field].isna() & ~(
+        df_to_join[created_timestamp_column]
+        <= df_to_join[entity_df_event_timestamp_col]
+    )
+
+    # Blank instead of drop, so the entity row survives when every candidate is too new.
+    # _drop_duplicates then prefers a real match (nulls sort first, keep="last").
+    # Single assign, left lazy: a per-column loop is super-linear to optimize.
+    return df_to_join.assign(
+        **{
+            column: df_to_join[column].mask(too_new)
+            for column in df_to_join.columns
+            if column not in preserved_columns
+        }
+    )
+
+
 def _drop_duplicates(
     df_to_join: dd.DataFrame,
     all_join_keys: List[str],
diff --git a/sdk/python/feast/infra/offline_stores/duckdb.py b/sdk/python/feast/infra/offline_stores/duckdb.py
index 27940feeb2f..7439f8bb1ea 100644
--- a/sdk/python/feast/infra/offline_stores/duckdb.py
+++ b/sdk/python/feast/infra/offline_stores/duckdb.py
@@ -58,15 +58,40 @@ def _read_data_source(data_source: DataSource, repo_path: str) -> Table:
 
     assert isinstance(data_source, FileSource)
 
+    resolved_creds = data_source.resolve_credentials()
+
     if isinstance(data_source.file_format, ParquetFormat) or (
         data_source.file_format is None and data_source.path.endswith(".parquet")
     ):
+        if resolved_creds and data_source.path.startswith("s3://"):
+            storage_options = {
+                "AWS_ACCESS_KEY_ID": resolved_creds.get("AWS_ACCESS_KEY_ID", ""),
+                "AWS_SECRET_ACCESS_KEY": resolved_creds.get(
+                    "AWS_SECRET_ACCESS_KEY", ""
+                ),
+            }
+            if data_source.s3_endpoint_override:
+                storage_options["AWS_ENDPOINT_URL"] = data_source.s3_endpoint_override
+            session_token = resolved_creds.get("AWS_SESSION_TOKEN")
+            if session_token:
+                storage_options["AWS_SESSION_TOKEN"] = session_token
+            return ibis.read_parquet(data_source.path, storage_options=storage_options)
         return ibis.read_parquet(data_source.path)
     elif isinstance(data_source.file_format, DeltaFormat):
+        storage_options = {}
+        if resolved_creds:
+            storage_options["AWS_ACCESS_KEY_ID"] = resolved_creds.get(
+                "AWS_ACCESS_KEY_ID", ""
+            )
+            storage_options["AWS_SECRET_ACCESS_KEY"] = resolved_creds.get(
+                "AWS_SECRET_ACCESS_KEY", ""
+            )
+            session_token = resolved_creds.get("AWS_SESSION_TOKEN")
+            if session_token:
+                storage_options["AWS_SESSION_TOKEN"] = session_token
         if data_source.s3_endpoint_override:
-            storage_options = {
-                "AWS_ENDPOINT_URL": data_source.s3_endpoint_override,
-            }
+            storage_options["AWS_ENDPOINT_URL"] = data_source.s3_endpoint_override
+        if storage_options:
             return ibis.read_delta(data_source.path, storage_options=storage_options)
         return ibis.read_delta(data_source.path)
 
@@ -496,6 +521,8 @@ class DuckDBOfflineStoreConfig(FeastConfigBaseModel):
 
 
 class DuckDBOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -531,6 +558,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         return get_historical_features_ibis(
             config=config,
@@ -544,6 +572,7 @@ def get_historical_features(
             data_source_writer=_write_data_source,
             staging_location=config.offline_store.staging_location,
             staging_location_endpoint_override=config.offline_store.staging_location_endpoint_override,
+            filter_by_created_timestamp=filter_by_created_timestamp,
         )
 
     @staticmethod
diff --git a/sdk/python/feast/infra/offline_stores/file_source.py b/sdk/python/feast/infra/offline_stores/file_source.py
index 76460a73e5c..dc839738ad4 100644
--- a/sdk/python/feast/infra/offline_stores/file_source.py
+++ b/sdk/python/feast/infra/offline_stores/file_source.py
@@ -11,6 +11,7 @@
 from typeguard import typechecked
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_format import DeltaFormat, FileFormat, ParquetFormat
 from feast.data_source import DataSource
 from feast.feature_logging import LoggingDestination
@@ -49,6 +50,7 @@ def __init__(
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
         timestamp_field: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a FileSource object.
@@ -70,6 +72,8 @@ def __init__(
                 maintainer.
             timestamp_field (optional): Event timestamp field used for point in time
                 joins of feature values.
+            connection_ref (optional): Connection reference (K8s Secret, Vault path, etc.)
+                with optional connection_type, auth_type, and non-sensitive params.
 
         Examples:
             >>> from feast import FileSource
@@ -89,6 +93,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     # Note: Python requires redefining hash in child classes that override __eq__
@@ -97,7 +102,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, FileSource):
-            raise TypeError("Comparisons should only involve FileSource class objects.")
+            return False
 
         return (
             super().__eq__(other)
@@ -124,6 +129,7 @@ def s3_endpoint_override(self) -> Optional[str]:
 
     @staticmethod
     def from_proto(data_source: DataSourceProto):
+        tags = dict(data_source.tags)
         return FileSource(
             name=data_source.name,
             field_mapping=dict(data_source.field_mapping),
@@ -133,8 +139,9 @@ def from_proto(data_source: DataSourceProto):
             created_timestamp_column=data_source.created_timestamp_column,
             s3_endpoint_override=data_source.file_options.s3_endpoint_override,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     def _to_proto_impl(self) -> DataSourceProto:
@@ -259,12 +266,46 @@ def get_table_column_names_and_types(
 
     @staticmethod
     def create_filesystem_and_path(
-        path: str, s3_endpoint_override: str
+        path: str,
+        s3_endpoint_override: str,
+        resolved_credentials: Optional[Dict[str, str]] = None,
     ) -> Tuple[Optional[FileSystem], str]:
+        """Build a PyArrow filesystem for the given path.
+
+        For S3 paths, ``resolved_credentials`` (from ``ConnectionRef``) may
+        supply explicit AWS credentials.  Supported keys:
+
+        - ``AWS_ACCESS_KEY_ID`` + ``AWS_SECRET_ACCESS_KEY`` — static credentials
+        - ``AWS_SESSION_TOKEN`` — STS / assumed-role temporary credentials
+        - ``AWS_DEFAULT_REGION`` — override the default region
+
+        AWS auth methods that do **not** require ``ConnectionRef`` (they are
+        resolved automatically by the AWS SDK / boto3 credential chain):
+
+        - IAM instance profiles (EC2)
+        - IRSA / EKS Pod Identity (Kubernetes)
+        - OIDC federation
+        - Environment variables set directly on the Pod
+        """
         if path.startswith("s3://"):
-            s3fs = S3FileSystem(
-                endpoint_override=s3_endpoint_override if s3_endpoint_override else None
-            )
+            kwargs: Dict[str, Optional[str]] = {}
+            if s3_endpoint_override:
+                kwargs["endpoint_override"] = s3_endpoint_override
+
+            if resolved_credentials:
+                access_key = resolved_credentials.get("AWS_ACCESS_KEY_ID", "")
+                secret_key = resolved_credentials.get("AWS_SECRET_ACCESS_KEY", "")
+                session_token = resolved_credentials.get("AWS_SESSION_TOKEN")
+                region = resolved_credentials.get("AWS_DEFAULT_REGION")
+                if access_key and secret_key:
+                    kwargs["access_key"] = access_key
+                    kwargs["secret_key"] = secret_key
+                if session_token:
+                    kwargs["session_token"] = session_token
+                if region:
+                    kwargs["region"] = region
+
+            s3fs = S3FileSystem(**kwargs)
             return s3fs, path.replace("s3://", "")
         else:
             return None, path
diff --git a/sdk/python/feast/infra/offline_stores/hybrid_offline_store.py b/sdk/python/feast/infra/offline_stores/hybrid_offline_store.py
index a52f560952a..2da5c2f2701 100644
--- a/sdk/python/feast/infra/offline_stores/hybrid_offline_store.py
+++ b/sdk/python/feast/infra/offline_stores/hybrid_offline_store.py
@@ -31,6 +31,8 @@ class OfflineStoresWithConfig(FeastConfigBaseModel):
 
 
 class HybridOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     _instance: Optional["HybridOfflineStore"] = None
     _initialized: bool
     offline_stores: Dict[str, OfflineStore]
@@ -101,6 +103,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        **kwargs,
     ) -> RetrievalJob:
         # TODO: Multiple data sources can be supported when feature store use compute engine
         # for getting historical features
@@ -120,6 +123,9 @@ def get_historical_features(
         store = HybridOfflineStore()._get_offline_store_for_feature_view(
             feature_views[0], config
         )
+        # The hybrid store only supports the flag if the store it delegates to does.
+        if kwargs.get("filter_by_created_timestamp"):
+            store.ensure_filter_by_created_timestamp_supported()
         return store.get_historical_features(
             config,
             feature_views,
@@ -128,6 +134,7 @@ def get_historical_features(
             registry,
             project,
             full_feature_names,
+            **kwargs,
         )
 
     @staticmethod
diff --git a/sdk/python/feast/infra/offline_stores/ibis.py b/sdk/python/feast/infra/offline_stores/ibis.py
index 3aebc4e903e..e0aadd63b4a 100644
--- a/sdk/python/feast/infra/offline_stores/ibis.py
+++ b/sdk/python/feast/infra/offline_stores/ibis.py
@@ -153,6 +153,7 @@ def get_historical_features_ibis(
     staging_location: Optional[str] = None,
     staging_location_endpoint_override: Optional[str] = None,
     event_expire_timestamp_fn=None,
+    filter_by_created_timestamp: bool = False,
 ) -> RetrievalJob:
     entity_schema = _get_entity_schema(
         entity_df=entity_df,
@@ -187,13 +188,18 @@ def read_fv(
                 fv_table = fv_table.rename({new_name: old_name})
 
         timestamp_field = feature_view.batch_source.timestamp_field
+        created_timestamp_column = feature_view.batch_source.created_timestamp_column
+
+        # deduplicate() orders by created_timestamp_column whether or not the cutoff is
+        # on, so this cannot be gated on it. Casting an already-UTC column is a no-op.
+        utc_columns = [timestamp_field]
+        if created_timestamp_column:
+            utc_columns.append(created_timestamp_column)
 
-        # TODO mutate only if tz-naive
         fv_table = fv_table.mutate(
             **{
-                timestamp_field: fv_table[timestamp_field].cast(
-                    dt.Timestamp(timezone="UTC")
-                )
+                column: fv_table[column].cast(dt.Timestamp(timezone="UTC"))
+                for column in utc_columns
             }
         )
 
@@ -219,8 +225,8 @@ def read_fv(
 
         return (
             fv_table,
-            feature_view.batch_source.timestamp_field,
-            feature_view.batch_source.created_timestamp_column,
+            timestamp_field,
+            created_timestamp_column,
             feature_view.projection.join_key_map
             or {e.name: e.name for e in feature_view.entity_columns},
             feature_refs,
@@ -235,6 +241,7 @@ def read_fv(
         ],
         event_timestamp_col=event_timestamp_col,
         event_expire_timestamp_fn=event_expire_timestamp_fn,
+        filter_by_created_timestamp=filter_by_created_timestamp,
     )
 
     odfvs = OnDemandFeatureView.get_requested_odfvs(feature_refs, project, registry)
@@ -379,6 +386,7 @@ def point_in_time_join(
     feature_tables: List[Tuple[Table, str, str, Dict[str, str], List[str], timedelta]],
     event_timestamp_col="event_timestamp",
     event_expire_timestamp_fn=None,
+    filter_by_created_timestamp: bool = False,
 ):
     # TODO handle ttl
     all_entities = [event_timestamp_col]
@@ -434,6 +442,12 @@ def point_in_time_join(
             feature_table[timestamp_field] <= entity_table[event_timestamp_col],
         )
 
+        if filter_by_created_timestamp and created_timestamp_field:
+            predicates.append(
+                feature_table[created_timestamp_field]
+                <= entity_table[event_timestamp_col],
+            )
+
         if ttl:
             predicates.append(
                 feature_table["event_expire_timestamp"]
diff --git a/sdk/python/feast/infra/offline_stores/offline_store.py b/sdk/python/feast/infra/offline_stores/offline_store.py
index e8cf5e5c796..9d4092d6799 100644
--- a/sdk/python/feast/infra/offline_stores/offline_store.py
+++ b/sdk/python/feast/infra/offline_stores/offline_store.py
@@ -451,6 +451,16 @@ class OfflineStore(ABC):
     the SnowflakeOfflineStore can handle SnowflakeSources but not FileSources.
     """
 
+    supports_filter_by_created_timestamp: bool = False
+    """Whether get_historical_features supports the filter_by_created_timestamp flag."""
+
+    def ensure_filter_by_created_timestamp_supported(self) -> None:
+        """Raises NotImplementedError if this store does not support filter_by_created_timestamp."""
+        if not self.supports_filter_by_created_timestamp:
+            raise NotImplementedError(
+                f"filter_by_created_timestamp is not supported by {type(self).__name__}"
+            )
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -513,6 +523,10 @@ def get_historical_features(
         Keyword Args:
             start_date: Start date for the timestamp range when retrieving features without entity_df.
             end_date: End date for the timestamp range when retrieving features without entity_df. By default, the current time is used.
+            filter_by_created_timestamp: If True, only feature values whose created timestamp (the
+                ``created_timestamp_column`` of the batch source) is at or before the entity row's event
+                timestamp are considered. Only passed through when a store declares
+                ``supports_filter_by_created_timestamp``.
 
         Returns:
             A RetrievalJob that can be executed to get the features.
diff --git a/sdk/python/feast/infra/offline_stores/offline_utils.py b/sdk/python/feast/infra/offline_stores/offline_utils.py
index cd2b05a9a60..7ccaf965c9c 100644
--- a/sdk/python/feast/infra/offline_stores/offline_utils.py
+++ b/sdk/python/feast/infra/offline_stores/offline_utils.py
@@ -200,6 +200,7 @@ def build_point_in_time_query(
     entity_df_columns: KeysView[str],
     query_template: str,
     full_feature_names: bool = False,
+    filter_by_created_timestamp: bool = False,
 ) -> str:
     """Build point-in-time query between each feature view table and the entity dataframe for Bigquery and Redshift"""
     env = Environment(loader=BaseLoader())
@@ -228,6 +229,7 @@ def build_point_in_time_query(
         ),
         "featureviews": [asdict(context) for context in feature_view_query_contexts],
         "full_feature_names": full_feature_names,
+        "filter_by_created_timestamp": filter_by_created_timestamp,
         "final_output_feature_names": final_output_feature_names,
     }
 
diff --git a/sdk/python/feast/infra/offline_stores/redshift.py b/sdk/python/feast/infra/offline_stores/redshift.py
index ec708ccf798..5562c233806 100644
--- a/sdk/python/feast/infra/offline_stores/redshift.py
+++ b/sdk/python/feast/infra/offline_stores/redshift.py
@@ -24,6 +24,7 @@
 from pydantic import StrictStr, model_validator
 
 from feast import OnDemandFeatureView, RedshiftSource
+from feast.credentials import get_connection_config_override
 from feast.data_source import DataSource
 from feast.errors import InvalidEntityType
 from feast.feature_logging import LoggingConfig, LoggingSource
@@ -56,6 +57,25 @@
 from feast.saved_dataset import SavedDatasetStorage
 
 
+def _get_redshift_client(config: "RepoConfig", data_source=None):
+    """Get a Redshift Data API client, optionally using credentials from data source's connection_ref."""
+    override = get_connection_config_override(data_source) if data_source else None
+    if override:
+        region = override.get("AWS_DEFAULT_REGION", config.offline_store.region)
+        import boto3
+
+        session_kwargs: Dict[str, str] = {}
+        if "AWS_ACCESS_KEY_ID" in override:
+            session_kwargs["aws_access_key_id"] = override["AWS_ACCESS_KEY_ID"]
+        if "AWS_SECRET_ACCESS_KEY" in override:
+            session_kwargs["aws_secret_access_key"] = override["AWS_SECRET_ACCESS_KEY"]
+        if "AWS_SESSION_TOKEN" in override:
+            session_kwargs["aws_session_token"] = override["AWS_SESSION_TOKEN"]
+        session = boto3.Session(region_name=region, **session_kwargs)
+        return session.client("redshift-data")
+    return aws_utils.get_redshift_data_client(config.offline_store.region)
+
+
 class RedshiftOfflineStoreConfig(FeastConfigBaseModel):
     """Offline store config for AWS Redshift"""
 
@@ -105,6 +125,8 @@ def require_cluster_and_user_or_workgroup(self):
 
 
 class RedshiftOfflineStore(OfflineStore):
+    supports_filter_by_created_timestamp = True
+
     @staticmethod
     def pull_latest_from_table_or_query(
         config: RepoConfig,
@@ -220,6 +242,7 @@ def get_historical_features(
         registry: BaseRegistry,
         project: str,
         full_feature_names: bool = False,
+        filter_by_created_timestamp: bool = False,
     ) -> RetrievalJob:
         assert isinstance(config.offline_store, RedshiftOfflineStoreConfig)
         for fv in feature_views:
@@ -278,6 +301,7 @@ def query_generator() -> Iterator[str]:
                 entity_df_columns=entity_schema.keys(),
                 query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
                 full_feature_names=full_feature_names,
+                filter_by_created_timestamp=filter_by_created_timestamp,
             )
 
             try:
@@ -1311,6 +1335,10 @@ def _get_entity_df_event_timestamp_range(
         AND subquery.event_timestamp >= entity_dataframe.entity_timestamp - {{ featureview.ttl }} * interval '1' second
         {% endif %}
 
+        {% if filter_by_created_timestamp and featureview.created_timestamp_column %}
+        AND subquery.created_timestamp <= entity_dataframe.entity_timestamp
+        {% endif %}
+
         {% for entity in featureview.entities %}
         AND subquery.{{ entity }} = entity_dataframe.{{ entity }}
         {% endfor %}
diff --git a/sdk/python/feast/infra/offline_stores/redshift_source.py b/sdk/python/feast/infra/offline_stores/redshift_source.py
index 752d3b12cf3..19a6aad3ea8 100644
--- a/sdk/python/feast/infra/offline_stores/redshift_source.py
+++ b/sdk/python/feast/infra/offline_stores/redshift_source.py
@@ -3,6 +3,7 @@
 from typeguard import typechecked
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import (
     DataSourceNoNameException,
@@ -43,6 +44,7 @@ def __init__(
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
         database: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a RedshiftSource object.
@@ -66,6 +68,7 @@ def __init__(
             owner (optional): The owner of the redshift source, typically the email of the primary
                 maintainer.
             database (optional): The Redshift database name.
+            connection_ref (optional): Connection reference for credential resolution.
         """
         if table is None and query is None:
             raise ValueError('No "table" or "query" argument provided.')
@@ -90,6 +93,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     @staticmethod
@@ -103,6 +107,7 @@ def from_proto(data_source: DataSourceProto):
         Returns:
             A RedshiftSource object based on the data_source protobuf.
         """
+        tags = dict(data_source.tags)
         return RedshiftSource(
             name=data_source.name,
             timestamp_field=data_source.timestamp_field,
@@ -112,9 +117,10 @@ def from_proto(data_source: DataSourceProto):
             field_mapping=dict(data_source.field_mapping),
             query=data_source.redshift_options.query,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
             database=data_source.redshift_options.database,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     # Note: Python requires redefining hash in child classes that override __eq__
@@ -123,9 +129,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, RedshiftSource):
-            raise TypeError(
-                "Comparisons should only involve RedshiftSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
diff --git a/sdk/python/feast/infra/offline_stores/snowflake.py b/sdk/python/feast/infra/offline_stores/snowflake.py
index 05ed82a1aae..65b0b42b617 100644
--- a/sdk/python/feast/infra/offline_stores/snowflake.py
+++ b/sdk/python/feast/infra/offline_stores/snowflake.py
@@ -28,6 +28,7 @@
 from pydantic import ConfigDict, Field, StrictStr
 
 from feast import OnDemandFeatureView
+from feast.credentials import get_connection_config_override
 from feast.data_source import DataSource
 from feast.errors import EntitySQLEmptyResults, InvalidEntityType
 from feast.feature_logging import LoggingConfig, LoggingSource
@@ -89,6 +90,37 @@
 warnings.filterwarnings("ignore", category=DeprecationWarning)
 
 
+def _get_snowflake_conn(config: "RepoConfig", data_source=None):
+    """Get a Snowflake connection, optionally overriding config from data source's connection_ref."""
+    override = get_connection_config_override(data_source) if data_source else None
+    if override:
+        from feast.infra.utils.snowflake.snowflake_utils import GetSnowflakeConnection
+
+        patched_config = config.offline_store.model_copy()
+        if "account" in override:
+            patched_config.account = override["account"]
+        if "user" in override or "username" in override:
+            patched_config.user = override.get("user") or override.get("username")
+        if "password" in override:
+            patched_config.password = override["password"]
+        if "database" in override:
+            patched_config.database = override["database"]
+        if "warehouse" in override:
+            patched_config.warehouse = override["warehouse"]
+        if "role" in override:
+            patched_config.role = override["role"]
+        if "schema" in override:
+            patched_config.schema_ = override["schema"]
+        if "authenticator" in override:
+            patched_config.authenticator = override["authenticator"]
+        if "private_key" in override:
+            patched_config.private_key = override["private_key"]
+        if "private_key_passphrase" in override:
+            patched_config.private_key_passphrase = override["private_key_passphrase"]
+        return GetSnowflakeConnection(patched_config)
+    return GetSnowflakeConnection(config.offline_store)
+
+
 class SnowflakeOfflineStoreConfig(FeastConfigBaseModel):
     """Offline store config for Snowflake"""
 
@@ -299,6 +331,8 @@ def get_historical_features(
         project: str,
         full_feature_names: bool = False,
     ) -> RetrievalJob:
+        # supports_filter_by_created_timestamp stays False: the ASOF JOIN cannot
+        # express a created_timestamp cutoff.
         assert isinstance(config.offline_store, SnowflakeOfflineStoreConfig)
         for fv in feature_views:
             assert isinstance(fv.batch_source, SnowflakeSource)
diff --git a/sdk/python/feast/infra/offline_stores/snowflake_source.py b/sdk/python/feast/infra/offline_stores/snowflake_source.py
index c5a95dd8395..90a0ecc12a2 100644
--- a/sdk/python/feast/infra/offline_stores/snowflake_source.py
+++ b/sdk/python/feast/infra/offline_stores/snowflake_source.py
@@ -4,6 +4,7 @@
 from typeguard import typechecked
 
 from feast import type_map
+from feast.credentials import ConnectionRef
 from feast.data_source import DataSource
 from feast.errors import DataSourceNoNameException, DataSourceNotFoundException
 from feast.feature_logging import LoggingDestination
@@ -38,6 +39,7 @@ def __init__(
         description: Optional[str] = "",
         tags: Optional[Dict[str, str]] = None,
         owner: Optional[str] = "",
+        connection_ref: Optional[ConnectionRef] = None,
     ):
         """
         Creates a SnowflakeSource object.
@@ -61,6 +63,7 @@ def __init__(
             tags (optional): A dictionary of key-value pairs to store arbitrary metadata.
             owner (optional): The owner of the snowflake source, typically the email of the primary
                 maintainer.
+            connection_ref (optional): Connection reference for credential resolution.
         """
 
         if warehouse:
@@ -99,6 +102,7 @@ def __init__(
             description=description,
             tags=tags,
             owner=owner,
+            connection_ref=connection_ref,
         )
 
     @staticmethod
@@ -112,6 +116,7 @@ def from_proto(data_source: DataSourceProto):
         Returns:
             A SnowflakeSource object based on the data_source protobuf.
         """
+        tags = dict(data_source.tags)
         return SnowflakeSource(
             name=data_source.name,
             timestamp_field=data_source.timestamp_field,
@@ -122,8 +127,9 @@ def from_proto(data_source: DataSourceProto):
             field_mapping=dict(data_source.field_mapping),
             query=data_source.snowflake_options.query,
             description=data_source.description,
-            tags=dict(data_source.tags),
+            tags=tags,
             owner=data_source.owner,
+            connection_ref=ConnectionRef.from_tags(tags),
         )
 
     # Note: Python requires redefining hash in child classes that override __eq__
@@ -132,9 +138,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, SnowflakeSource):
-            raise TypeError(
-                "Comparisons should only involve SnowflakeSource class objects."
-            )
+            return False
 
         return (
             super().__eq__(other)
diff --git a/sdk/python/feast/infra/online_stores/couchbase_online_store/README.md b/sdk/python/feast/infra/online_stores/couchbase_online_store/README.md
index 885250a66af..4ede92c7d6b 100644
--- a/sdk/python/feast/infra/online_stores/couchbase_online_store/README.md
+++ b/sdk/python/feast/infra/online_stores/couchbase_online_store/README.md
@@ -87,12 +87,13 @@ feature_vector = store.get_online_features(
     ],
 ).to_dict()
 pprint(feature_vector)
-
 ```
 #### Output
 ```python
-{'acc_rate': [0.01390857808291912, 0.4063614010810852],
- 'avg_daily_trips': [69, 706],
- 'conv_rate': [0.6624961495399475, 0.7595928311347961],
- 'driver_id': [1004, 1005]}
+{
+    "acc_rate": [0.01390857808291912, 0.4063614010810852],
+    "avg_daily_trips": [69, 706],
+    "conv_rate": [0.6624961495399475, 0.7595928311347961],
+    "driver_id": [1004, 1005],
+}
 ```
diff --git a/sdk/python/feast/infra/online_stores/dynamodb.py b/sdk/python/feast/infra/online_stores/dynamodb.py
index 8c940fdc41b..905da844261 100644
--- a/sdk/python/feast/infra/online_stores/dynamodb.py
+++ b/sdk/python/feast/infra/online_stores/dynamodb.py
@@ -14,6 +14,7 @@
 import asyncio
 import contextlib
 import itertools
+import json
 import logging
 from collections import OrderedDict, defaultdict
 from concurrent.futures import ThreadPoolExecutor
@@ -24,13 +25,17 @@
 from pydantic import StrictBool, StrictStr
 
 from feast import Entity, FeatureView, utils
+from feast.infra.infra_object import InfraObject
 from feast.infra.online_stores.helpers import compute_entity_id, compute_versioned_name
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.infra.supported_async_methods import SupportedAsyncMethods
 from feast.infra.utils.aws_utils import dynamo_write_items_async
+from feast.protos.feast.core.InfraObject_pb2 import InfraObject as InfraObjectProto
+from feast.protos.feast.core.Registry_pb2 import Registry as RegistryProto
 from feast.protos.feast.types.EntityKey_pb2 import EntityKey as EntityKeyProto
 from feast.protos.feast.types.Value_pb2 import Value as ValueProto
 from feast.repo_config import FeastConfigBaseModel, RepoConfig
+from feast.stream_feature_view import StreamFeatureView
 from feast.utils import get_user_agent
 
 try:
@@ -71,6 +76,9 @@ class DynamoDBOnlineStoreConfig(FeastConfigBaseModel):
     consistent_reads: StrictBool = False
     """Whether to read from Dynamodb by forcing consistent reads"""
 
+    warmup_connections: StrictBool = False
+    """Whether to warm up the connection pool with a lightweight call on initialization"""
+
     tags: Union[Dict[str, str], None] = None
     """AWS resource tags added to each table"""
 
@@ -141,7 +149,7 @@ def __init__(self):
     async def initialize(self, config: RepoConfig):
         online_config = config.online_store
 
-        await self._get_aiodynamodb_client(
+        client = await self._get_aiodynamodb_client(
             online_config.region,
             online_config.max_pool_connections,
             online_config.keepalive_timeout,
@@ -152,6 +160,14 @@ async def initialize(self, config: RepoConfig):
             online_config.endpoint_url,
         )
 
+        if online_config.warmup_connections:
+            try:
+                await client.describe_limits()
+            except Exception:
+                logger.warning(
+                    "Failed to warmup DynamoDB connection pool", exc_info=True
+                )
+
     async def close(self):
         await self._aiodynamodb_close()
 
@@ -379,6 +395,31 @@ def update(
                 _get_table_name(online_config, config, table_to_delete),
             )
 
+    def plan(
+        self, config: RepoConfig, desired_registry_proto: RegistryProto
+    ) -> List[InfraObject]:
+        online_config = config.online_store
+        assert isinstance(online_config, DynamoDBOnlineStoreConfig)
+
+        # feature_views and stream_feature_views are distinct proto types
+        # (FeatureViewProto vs StreamFeatureViewProto); each needs its
+        # matching from_proto(), not one applied to both indiscriminately.
+        views = [
+            FeatureView.from_proto(view)
+            for view in desired_registry_proto.feature_views
+        ] + [
+            StreamFeatureView.from_proto(view)
+            for view in desired_registry_proto.stream_feature_views
+        ]
+        return [
+            DynamoDBTable(
+                name=_get_table_name(online_config, config, view),
+                region=online_config.region,
+                endpoint_url=online_config.endpoint_url,
+            )
+            for view in views
+        ]
+
     def teardown(
         self,
         config: RepoConfig,
@@ -1222,6 +1263,68 @@ def _get_table_name(
     )
 
 
+DYNAMODB_INFRA_OBJECT_CLASS_TYPE = "feast.infra.online_stores.dynamodb.DynamoDBTable"
+
+
+class DynamoDBTable(InfraObject):
+    """
+    A DynamoDB table managed by Feast, reported by DynamoDBOnlineStore.plan()
+    so `feast plan` can show DynamoDB table changes.
+
+    Uses the InfraObject proto's CustomInfra field rather than a dedicated
+    proto message, since that field exists precisely to let online stores
+    add InfraObject support without changing the core InfraObject proto.
+
+    Note: `feast apply` does not call update()/teardown() on this object --
+    DynamoDBOnlineStore.update()/teardown() perform the actual table
+    creation and deletion directly (see FeatureStore._should_use_plan(),
+    which gates the new diff-based apply path to the local/sqlite provider
+    only). update()/teardown() here are no-ops that satisfy InfraObject's
+    abstract interface.
+    """
+
+    def __init__(self, name: str, region: str, endpoint_url: Optional[str] = None):
+        super().__init__(name)
+        self.region = region
+        self.endpoint_url = endpoint_url
+
+    def to_infra_object_proto(self) -> InfraObjectProto:
+        return InfraObjectProto(
+            infra_object_class_type=DYNAMODB_INFRA_OBJECT_CLASS_TYPE,
+            custom_infra=InfraObjectProto.CustomInfra(field=self.to_proto()),
+        )
+
+    def to_proto(self) -> bytes:
+        return json.dumps(
+            {
+                "name": self.name,
+                "region": self.region,
+                "endpoint_url": self.endpoint_url,
+            }
+        ).encode("utf-8")
+
+    @staticmethod
+    def from_infra_object_proto(
+        infra_object_proto: InfraObjectProto,
+    ) -> "DynamoDBTable":
+        return DynamoDBTable.from_proto(infra_object_proto.custom_infra.field)
+
+    @staticmethod
+    def from_proto(serialized: bytes) -> "DynamoDBTable":
+        payload = json.loads(serialized.decode("utf-8"))
+        return DynamoDBTable(
+            name=payload["name"],
+            region=payload["region"],
+            endpoint_url=payload.get("endpoint_url"),
+        )
+
+    def update(self) -> None:
+        pass
+
+    def teardown(self) -> None:
+        pass
+
+
 def _delete_table_idempotent(
     dynamodb_resource,
     table_name: str,
diff --git a/sdk/python/feast/infra/online_stores/elasticsearch_online_store/elasticsearch.py b/sdk/python/feast/infra/online_stores/elasticsearch_online_store/elasticsearch.py
index b78d003ac25..e29ba9df49a 100644
--- a/sdk/python/feast/infra/online_stores/elasticsearch_online_store/elasticsearch.py
+++ b/sdk/python/feast/infra/online_stores/elasticsearch_online_store/elasticsearch.py
@@ -5,11 +5,18 @@
 import logging
 from collections import defaultdict
 from datetime import datetime
-from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple
+from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union
 
 from elasticsearch import Elasticsearch, helpers
 
 from feast import Entity, FeatureView, RepoConfig
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    FilterTranslator,
+    FilterType,
+    filters_contain_numeric_comparison,
+)
 from feast.infra.key_encoding_utils import (
     deserialize_entity_key,
     get_list_val_str,
@@ -45,10 +52,106 @@ class ElasticSearchOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
 
     # The number of rows to write in a single batch
     write_batch_size: Optional[int] = 40
+    enable_openai_compatible_store: Optional[bool] = False
+
+
+logger = logging.getLogger(__name__)
+
+
+class ElasticsearchFilterTranslator(FilterTranslator):
+    """Translates Feast filters into Elasticsearch Query DSL clauses."""
+
+    def __init__(self, has_value_num: bool = False):
+        self.has_value_num = has_value_num
+
+    def translate(self, filters: FilterType) -> List[Dict[str, Any]]:
+        if filters is None:
+            return []
+        return [self._dispatch(filters)]
+
+    def translate_comparison(self, f: ComparisonFilter) -> Dict[str, Any]:
+        is_numeric = isinstance(f.value, (int, float)) and not isinstance(f.value, bool)
+        is_numeric_list = (
+            isinstance(f.value, list)
+            and f.value
+            and isinstance(f.value[0], (int, float))
+            and not isinstance(f.value[0], bool)
+        )
+
+        if self.has_value_num and (is_numeric or is_numeric_list):
+            field = f"{f.key}.value_num"
+            exact_field = field
+            fmt_val = f.value
+            fmt_list = f.value if is_numeric_list else None
+        else:
+            exact_field = f"{f.key}.value_text.keyword"
+            field = f"{f.key}.value_text"
+            fmt_val = str(f.value)
+            fmt_list = [str(v) for v in f.value] if isinstance(f.value, list) else None
+
+        if f.type == "eq":
+            return {"term": {exact_field: fmt_val}}
+        elif f.type == "ne":
+            return {"bool": {"must_not": [{"term": {exact_field: fmt_val}}]}}
+        elif f.type in ("gt", "gte", "lt", "lte"):
+            return {"range": {field: {f.type: fmt_val}}}
+        elif f.type == "in":
+            if not isinstance(f.value, list):
+                raise ValueError(
+                    f"'in' filter requires a list value, got {type(f.value)}"
+                )
+            return {"terms": {exact_field: fmt_list}}
+        elif f.type == "nin":
+            if not isinstance(f.value, list):
+                raise ValueError(
+                    f"'nin' filter requires a list value, got {type(f.value)}"
+                )
+            return {"bool": {"must_not": [{"terms": {exact_field: fmt_list}}]}}
+        raise ValueError(f"Unsupported comparison operator: {f.type}")
+
+    def translate_compound(self, f: CompoundFilter) -> Dict[str, Any]:
+        clauses = [self._dispatch(sub) for sub in f.filters]
+        if f.type == "and":
+            return {"bool": {"must": clauses}}
+        else:
+            return {"bool": {"should": clauses, "minimum_should_match": 1}}
 
 
 class ElasticSearchOnlineStore(OnlineStore):
     _client: Optional[Elasticsearch] = None
+    _index_value_num_cache: Optional[Dict[str, bool]] = None
+
+    def _index_has_value_num(self, config: RepoConfig, index_name: str) -> bool:
+        """Check the actual ES index mapping for the value_num field.
+
+        Caches the result per index so we only hit ES once.
+        """
+        if self._index_value_num_cache is None:
+            self._index_value_num_cache = {}
+        if index_name in self._index_value_num_cache:
+            return self._index_value_num_cache[index_name]
+        try:
+            mapping = self._get_client(config).indices.get_mapping(index=index_name)
+            templates = (
+                mapping.get(index_name, {})
+                .get("mappings", {})
+                .get("dynamic_templates", [])
+            )
+            for tmpl in templates:
+                for _, tmpl_body in tmpl.items():
+                    props = tmpl_body.get("mapping", {}).get("properties", {})
+                    if "value_num" in props:
+                        self._index_value_num_cache[index_name] = True
+                        return True
+        except Exception as e:
+            logging.warning(
+                "Failed to check index mapping for value_num on '%s': %s: %s",
+                index_name,
+                type(e).__name__,
+                e,
+            )
+        self._index_value_num_cache[index_name] = False
+        return False
 
     def _get_client(self, config: RepoConfig) -> Elasticsearch:
         online_store_config = config.online_store
@@ -94,6 +197,7 @@ def online_write_batch(
         progress: Optional[Callable[[int], Any]],
     ) -> None:
         insert_values = []
+        include_value_num = self._index_has_value_num(config, table.name)
         grouped_docs: dict[str, dict[str, Any]] = defaultdict(
             lambda: {
                 "features": {},
@@ -115,7 +219,7 @@ def online_write_batch(
             doc_key = f"{encoded_entity_key}_{timestamp}"
 
             for feature_name, value in values.items():
-                doc = _encode_feature_value(value)
+                doc = _encode_feature_value(value, include_value_num=include_value_num)
                 grouped_docs[doc_key]["features"][feature_name] = doc
                 grouped_docs[doc_key]["timestamp"] = timestamp
                 grouped_docs[doc_key]["created_ts"] = created_ts
@@ -209,6 +313,23 @@ def create_index(self, config: RepoConfig, table: FeatureView):
             _get_feature_view_vector_field_metadata(table), "vector_length", 512
         )
 
+        feature_properties: Dict[str, Any] = {
+            "feature_value": {"type": "binary"},
+            "value_text": {
+                "type": "text",
+                "fields": {"keyword": {"type": "keyword", "ignore_above": 256}},
+            },
+            "vector_value": {
+                "type": "dense_vector",
+                "dims": vector_field_length,
+                "index": True,
+                "similarity": config.online_store.similarity,
+            },
+        }
+
+        if getattr(config.online_store, "enable_openai_compatible_store", False):
+            feature_properties["value_num"] = {"type": "double"}
+
         index_mapping = {
             "dynamic_templates": [
                 {
@@ -217,16 +338,7 @@ def create_index(self, config: RepoConfig, table: FeatureView):
                         "match": "*",
                         "mapping": {
                             "type": "object",
-                            "properties": {
-                                "feature_value": {"type": "binary"},
-                                "value_text": {"type": "text"},
-                                "vector_value": {
-                                    "type": "dense_vector",
-                                    "dims": vector_field_length,
-                                    "index": True,
-                                    "similarity": config.online_store.similarity,
-                                },
-                            },
+                            "properties": feature_properties,
                         },
                     }
                 }
@@ -348,6 +460,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -383,6 +496,27 @@ def retrieve_online_documents_v2(
         source_fields += composite_key_name
         body["_source"] = source_fields
 
+        has_value_num = self._index_has_value_num(config, es_index)
+
+        if (
+            filters
+            and filters_contain_numeric_comparison(filters)
+            and not has_value_num
+        ):
+            logger.warning(
+                "Numeric comparison filters (gt, gte, lt, lte) are being used "
+                "but this index does not have a 'value_num' field. Numeric "
+                "fields are stored as text, which causes lexicographic "
+                "comparison instead of numeric comparison (e.g. '9' > '100'). "
+                "To fix this, set 'enable_openai_compatible_store: true' in "
+                "your online_store config, then teardown and re-apply your "
+                "feature store to recreate indices with the value_num field."
+            )
+
+        metadata_filters = ElasticsearchFilterTranslator(has_value_num).translate(
+            filters
+        )
+
         if embedding:
             similarity = (distance_metric or config.online_store.similarity).lower()
             vector_field_path = (
@@ -399,37 +533,47 @@ def retrieve_online_documents_v2(
                     f"Unsupported similarity/distance_metric: {similarity}"
                 )
 
-        # Hybrid search
         if embedding and query_string:
+            bool_clause: Dict[str, Any] = {
+                "must": [
+                    {"query_string": {"query": f'"{query_string}"'}},
+                    {"exists": {"field": vector_field_path}},
+                ]
+            }
+            if metadata_filters:
+                bool_clause["filter"] = metadata_filters
             body["query"] = {
                 "script_score": {
-                    "query": {
-                        "bool": {
-                            "must": [
-                                {"query_string": {"query": f'"{query_string}"'}},
-                                {"exists": {"field": vector_field_path}},
-                            ]
-                        }
-                    },
+                    "query": {"bool": bool_clause},
                     "script": {
                         "source": script,
                         "params": {"query_vector": embedding},
                     },
                 }
             }
-        # Vector search only
         elif embedding:
+            filter_clauses: List[Dict[str, Any]] = [
+                {"exists": {"field": vector_field_path}}
+            ]
+            filter_clauses.extend(metadata_filters)
             body["query"] = {
                 "script_score": {
-                    "query": {
-                        "bool": {"filter": [{"exists": {"field": vector_field_path}}]}
-                    },
+                    "query": {"bool": {"filter": filter_clauses}},
                     "script": {"source": script, "params": {"query_vector": embedding}},
                 }
             }
-        # Keyword search only
         elif query_string:
-            body["query"] = {"query_string": {"query": f'"{query_string}"'}}
+            if metadata_filters:
+                body["query"] = {
+                    "bool": {
+                        "must": [
+                            {"query_string": {"query": f'"{query_string}"'}},
+                        ],
+                        "filter": metadata_filters,
+                    }
+                }
+            else:
+                body["query"] = {"query_string": {"query": f'"{query_string}"'}}
 
         response = self._get_client(config).search(index=es_index, body=body)
 
@@ -443,7 +587,6 @@ def retrieve_online_documents_v2(
             timestamp = row["_source"]["timestamp"]
             timestamp = datetime.strptime(timestamp, "%Y-%m-%dT%H:%M:%S.%f")
 
-            # Create feature dict with all requested features
             feature_dict = {"distance": _to_value_proto(float(row["_score"]))}
             if query_string is not None:
                 feature_dict["text_rank"] = _to_value_proto(float(row["_score"]))
@@ -468,14 +611,14 @@ def _to_value_proto(value: Any) -> ValueProto:
     val_proto = ValueProto()
     if isinstance(value, ValueProto):
         return value
-    if isinstance(value, float):
+    if isinstance(value, bool):
+        val_proto.bool_val = value
+    elif isinstance(value, float):
         val_proto.float_val = value
     elif isinstance(value, str):
         val_proto.string_val = value
     elif isinstance(value, int):
         val_proto.int64_val = value
-    elif isinstance(value, bool):
-        val_proto.bool_val = value
     elif isinstance(value, list) and all(isinstance(v, float) for v in value):
         val_proto.float_list_val.val.extend(value)
     elif isinstance(value, dict) and "feature_value" in value:
@@ -489,12 +632,15 @@ def _to_value_proto(value: Any) -> ValueProto:
     return val_proto
 
 
-def _encode_feature_value(value: ValueProto) -> Dict[str, Any]:
+def _encode_feature_value(
+    value: ValueProto,
+    include_value_num: bool = False,
+) -> Dict[str, Any]:
     """
     Encode a ValueProto into a dictionary for Elasticsearch storage.
     """
     encoded_value = base64.b64encode(value.SerializeToString()).decode("utf-8")
-    result = {"feature_value": encoded_value}
+    result: Dict[str, Any] = {"feature_value": encoded_value}
     vector_val = get_list_val_str(value)
 
     if vector_val:
@@ -505,8 +651,24 @@ def _encode_feature_value(value: ValueProto) -> Dict[str, Any]:
         result["value_text"] = value.bytes_val.decode("utf-8")
     elif value.HasField("int64_val"):
         result["value_text"] = str(value.int64_val)
+        if include_value_num:
+            result["value_num"] = value.int64_val
+    elif value.HasField("int32_val"):
+        result["value_text"] = str(value.int32_val)
+        if include_value_num:
+            result["value_num"] = value.int32_val
     elif value.HasField("double_val"):
         result["value_text"] = str(value.double_val)
+        if include_value_num:
+            result["value_num"] = value.double_val
+    elif value.HasField("float_val"):
+        result["value_text"] = str(value.float_val)
+        if include_value_num:
+            result["value_num"] = value.float_val
+    elif value.HasField("bool_val"):
+        result["value_text"] = str(value.bool_val)
+        if include_value_num:
+            result["value_num"] = 1.0 if value.bool_val else 0.0
     return result
 
 
diff --git a/sdk/python/feast/infra/online_stores/hbase_online_store/README.md b/sdk/python/feast/infra/online_stores/hbase_online_store/README.md
index 651e4e90b80..cc5b714c713 100644
--- a/sdk/python/feast/infra/online_stores/hbase_online_store/README.md
+++ b/sdk/python/feast/infra/online_stores/hbase_online_store/README.md
@@ -67,7 +67,6 @@ feature_vector = store.get_online_features(
     ],
 ).to_dict()
 pprint(feature_vector)
-
 ```
 #### Output
 ```
diff --git a/sdk/python/feast/infra/online_stores/helpers.py b/sdk/python/feast/infra/online_stores/helpers.py
index 59ef9185c1f..eed47fe7837 100644
--- a/sdk/python/feast/infra/online_stores/helpers.py
+++ b/sdk/python/feast/infra/online_stores/helpers.py
@@ -1,6 +1,6 @@
 import struct
 from datetime import datetime, timezone
-from typing import Any, List
+from typing import Any, List, Optional, Tuple
 
 import mmh3
 
@@ -72,6 +72,27 @@ def _to_naive_utc(ts: datetime) -> datetime:
         return ts.astimezone(tz=timezone.utc).replace(tzinfo=None)
 
 
+def extract_text_and_num(
+    val: Any, compute_num: bool
+) -> Tuple[Optional[str], Optional[float]]:
+    """Extract (value_text, value_num) from a ValueProto.
+
+    Used by SQL-based online stores to populate the value_text and optional
+    value_num columns without duplicating type-dispatch logic.
+    """
+    val_type = val.WhichOneof("val")
+    if val_type == "string_val":
+        return val.string_val, None
+    if val_type in ("int64_val", "int32_val", "double_val", "float_val"):
+        raw = getattr(val, val_type)
+        return str(raw), float(raw) if compute_num else None
+    if val_type == "bool_val":
+        return str(val.bool_val), (
+            1.0 if val.bool_val else 0.0
+        ) if compute_num else None
+    return None, None
+
+
 def compute_versioned_name(table: Any, enable_versioning: bool = False) -> str:
     """Return the table name with a ``_v{N}`` suffix when versioning is enabled."""
     name = table.name
diff --git a/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py b/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py
index 19667de8c4b..00079938a86 100644
--- a/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py
+++ b/sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py
@@ -1,5 +1,6 @@
 import base64
 import logging
+import re
 from datetime import datetime
 from pathlib import Path
 from typing import Any, Callable, Dict, List, Literal, Optional, Sequence, Tuple, Union
@@ -14,6 +15,13 @@
 
 from feast import Entity
 from feast.feature_view import FeatureView
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    FilterTranslator,
+    FilterType,
+    filters_contain_numeric_comparison,
+)
 from feast.infra.infra_object import InfraObject
 from feast.infra.key_encoding_utils import (
     deserialize_entity_key,
@@ -96,6 +104,95 @@
         if milvus_type:
             FEAST_PRIMITIVE_TO_MILVUS_TYPE_MAPPING[feast_type] = milvus_type
 
+logger = logging.getLogger(__name__)
+
+MILVUS_NATIVE_NUMERIC_TYPES = {
+    DataType.INT32,
+    DataType.INT64,
+    DataType.FLOAT,
+    DataType.DOUBLE,
+    DataType.BOOL,
+}
+
+
+def _milvus_escape_string(s: str) -> str:
+    """Escape a string for safe use inside a Milvus single-quoted literal.
+
+    Backslashes must be escaped first; otherwise a trailing backslash in the
+    input would combine with the escaped quote to break out of the literal.
+    Also escapes quotes and common control characters that could disrupt
+    Milvus boolean expressions.
+    """
+    return (
+        s.replace("\\", "\\\\")
+        .replace("'", "\\'")
+        .replace('"', '\\"')
+        .replace("\n", "\\n")
+        .replace("\r", "\\r")
+    )
+
+
+def _milvus_fmt(value: Any) -> str:
+    """Format a Python value for use in a Milvus boolean expression.
+
+    Handles numeric types natively (unquoted) so that Milvus performs
+    numeric comparison instead of lexicographic string comparison.
+    Bool is checked first because Python ``bool`` is a subclass of ``int``.
+    """
+    if isinstance(value, bool):
+        return "true" if value else "false"
+    if isinstance(value, (int, float)):
+        return str(value)
+    return f"'{_milvus_escape_string(str(value))}'"
+
+
+class MilvusFilterTranslator(FilterTranslator):
+    """Translates Feast filters into Milvus boolean expression strings."""
+
+    def translate(self, filters: FilterType) -> Optional[str]:
+        if filters is None:
+            return None
+        return self._dispatch(filters)
+
+    def translate_comparison(self, f: ComparisonFilter) -> str:
+        key, value, op_type = f.key, f.value, f.type
+
+        if not re.match(r"^[a-zA-Z_][a-zA-Z0-9_]*$", key):
+            raise ValueError(
+                f"Invalid filter key: {key!r}. Keys must be valid field identifiers."
+            )
+
+        milvus_ops = {"gt": ">", "gte": ">=", "lt": "<", "lte": "<="}
+
+        if op_type == "eq":
+            return f"{key} == {_milvus_fmt(value)}"
+        elif op_type == "ne":
+            return f"{key} != {_milvus_fmt(value)}"
+        elif op_type in milvus_ops:
+            return f"{key} {milvus_ops[op_type]} {_milvus_fmt(value)}"
+        elif op_type in ("in", "nin"):
+            if not isinstance(value, list):
+                raise ValueError(
+                    f"'{op_type}' filter requires a list value, got {type(value)}"
+                )
+            formatted = [_milvus_fmt(v) for v in value]
+            kw = "not in" if op_type == "nin" else "in"
+            return f"{key} {kw} [{', '.join(formatted)}]"
+        raise ValueError(f"Unsupported comparison operator: {op_type}")
+
+    def translate_compound(self, f: CompoundFilter) -> str:
+        if not f.filters:
+            return ""
+        clauses = []
+        for sub_filter in f.filters:
+            clause = self._dispatch(sub_filter)
+            if clause:
+                clauses.append(f"({clause})")
+        if not clauses:
+            return ""
+        operator = " and " if f.type == "and" else " or "
+        return operator.join(clauses)
+
 
 class MilvusOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
     """
@@ -115,6 +212,7 @@ class MilvusOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
     nlist: Optional[int] = 128
     username: Optional[StrictStr] = ""
     password: Optional[StrictStr] = ""
+    enable_openai_compatible_store: Optional[bool] = False
     varchar_max_length: Optional[int] = 65535
 
     @field_validator("varchar_max_length")
@@ -199,6 +297,7 @@ def _get_or_create_collection(
                 "created_timestamp",
             ]
             fields_to_add = [f for f in table.schema if f.name not in fields_to_exclude]
+            use_typed = config.online_store.enable_openai_compatible_store
             for field in fields_to_add:
                 dtype = FEAST_PRIMITIVE_TO_MILVUS_TYPE_MAPPING.get(field.dtype)
                 if dtype is None and isinstance(field.dtype, ComplexFeastType):
@@ -212,6 +311,13 @@ def _get_or_create_collection(
                                 dim=config.online_store.embedding_dim,
                             )
                         )
+                    elif use_typed and dtype in MILVUS_NATIVE_NUMERIC_TYPES:
+                        fields.append(
+                            FieldSchema(
+                                name=field.name,
+                                dtype=dtype,
+                            )
+                        )
                     else:
                         if "max_length" in field.tags:
                             try:
@@ -314,14 +420,19 @@ def online_write_batch(
         entity_batch_to_insert = []
         unique_entities: dict[str, dict[str, Any]] = {}
         required_fields = {field["name"] for field in collection["fields"]}
+        collection_field_types = {
+            field["name"]: field["type"] for field in collection["fields"]
+        }
+        schema_internal_fields = {"event_ts", "created_ts"}
+        collection_has_native_numerics = any(
+            collection_field_types.get(name) in MILVUS_NATIVE_NUMERIC_TYPES
+            for name in required_fields - schema_internal_fields
+        )
         for entity_key, values_dict, timestamp, created_ts in data:
-            # need to construct the composite primary key also need to handle the fact that entities are a list
             entity_key_str = serialize_entity_key(
                 entity_key,
                 entity_key_serialization_version=config.entity_key_serialization_version,
             ).hex()
-            # to recover the entity key just run:
-            # deserialize_entity_key(bytes.fromhex(entity_key_str), entity_key_serialization_version=3)
             composite_key_name = _get_composite_key_name(table)
 
             timestamp_int = int(to_naive_utc(timestamp).timestamp() * 1e6)
@@ -339,6 +450,7 @@ def online_write_batch(
                 values_dict,
                 vector_cols=vector_cols,
                 serialize_to_string=True,
+                use_native_numeric_types=collection_has_native_numerics,
             )
 
             # Remove timestamp fields that are handled separately to avoid conflicts
@@ -357,13 +469,15 @@ def online_write_batch(
                 "created_ts": created_ts_int,
             }
             single_entity_record.update(values_dict)
-            # Ensure all required fields exist, setting missing ones to defaults
             for field in required_fields:
                 if field not in single_entity_record:
+                    field_type = collection_field_types.get(field, DataType.VARCHAR)
                     if field == "_placeholder_vector":
                         single_entity_record[field] = [float("nan")]
                     else:
-                        single_entity_record[field] = ""
+                        single_entity_record[field] = _default_for_milvus_type(
+                            field_type
+                        )
             # Store only the latest event timestamp per entity
             if (
                 entity_key_str not in unique_entities
@@ -569,6 +683,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -591,7 +706,9 @@ def retrieve_online_documents_v2(
             List of tuples containing the event timestamp, entity key, and feature values
         """
         entity_name_feast_primitive_type_map = {
-            k.name: k.dtype for k in table.entity_columns
+            k.name: k.dtype
+            for k in list(table.entity_columns) + list(table.features)
+            if isinstance(k.dtype, PrimitiveFeastType)
         }
         self.client = self._connect(config)
         collection_name = _table_id(
@@ -631,6 +748,38 @@ def retrieve_online_documents_v2(
 
         self.client.load_collection(collection_name)
 
+        if filters and filters_contain_numeric_comparison(filters):
+            collection_field_types = {
+                f["name"]: f["type"] for f in collection["fields"]
+            }
+            schema_internal_fields = {"event_ts", "created_ts"}
+            has_native = any(
+                collection_field_types.get(name) in MILVUS_NATIVE_NUMERIC_TYPES
+                for name in collection_field_types
+                if name not in schema_internal_fields
+            )
+            if not has_native:
+                logger.warning(
+                    "Numeric comparison filters (gt, gte, lt, lte) are being used "
+                    "but this collection stores numeric fields as VARCHAR. This "
+                    "causes lexicographic comparison instead of numeric comparison "
+                    "(e.g. '9' > '100' is True as a string). To fix this, set "
+                    "'enable_openai_compatible_store: true' in your online_store "
+                    "config, then teardown and re-apply your feature store to "
+                    "recreate collections with native numeric types."
+                )
+
+        metadata_filter_expr = MilvusFilterTranslator().translate(filters)
+
+        def _combine_exprs(*parts: Optional[str]) -> Optional[str]:
+            """Combine non-empty Milvus boolean expressions with AND."""
+            active = [p for p in parts if p]
+            if not active:
+                return None
+            if len(active) == 1:
+                return active[0]
+            return " and ".join(f"({p})" for p in active)
+
         if (
             embedding is not None
             and query_string is not None
@@ -648,22 +797,20 @@ def retrieve_online_documents_v2(
                     "No string fields found in the feature view for text search in hybrid mode"
                 )
 
-            # Create a filter expression for text search
+            escaped_query = _milvus_escape_string(query_string)
             filter_expressions = []
             for field in string_field_list:
                 if field in output_fields:
-                    filter_expressions.append(f"{field} LIKE '%{query_string}%'")
+                    filter_expressions.append(f"{field} LIKE '%{escaped_query}%'")
 
-            # Combine filter expressions with OR
-            filter_expr = " OR ".join(filter_expressions) if filter_expressions else ""
+            text_filter = " OR ".join(filter_expressions) if filter_expressions else ""
+            combined_filter = _combine_exprs(text_filter, metadata_filter_expr)
 
-            # Vector search with text filter
             search_params = {
                 "metric_type": distance_metric or config.online_store.metric_type,
                 "params": {"nprobe": 10},
             }
 
-            # For hybrid search, use filter parameter instead of expr
             results = self.client.search(
                 collection_name=collection_name,
                 data=[embedding],
@@ -671,7 +818,7 @@ def retrieve_online_documents_v2(
                 search_params=search_params,
                 limit=top_k,
                 output_fields=output_fields,
-                filter=filter_expr if filter_expr else None,
+                filter=combined_filter,
             )
 
         elif embedding is not None and config.online_store.vector_enabled:
@@ -688,6 +835,7 @@ def retrieve_online_documents_v2(
                 search_params=search_params,
                 limit=top_k,
                 output_fields=output_fields,
+                filter=metadata_filter_expr,
             )
 
         elif query_string is not None:
@@ -703,21 +851,24 @@ def retrieve_online_documents_v2(
                     "No string fields found in the feature view for text search"
                 )
 
+            escaped_query = _milvus_escape_string(query_string)
             filter_expressions = []
             for field in string_field_list:
                 if field in output_fields:
-                    filter_expressions.append(f"{field} LIKE '%{query_string}%'")
+                    filter_expressions.append(f"{field} LIKE '%{escaped_query}%'")
 
-            filter_expr = " OR ".join(filter_expressions)
+            text_filter = " OR ".join(filter_expressions)
 
-            if not filter_expr:
+            if not text_filter:
                 raise ValueError(
                     "No text fields found in requested features for search"
                 )
 
+            combined_filter = _combine_exprs(text_filter, metadata_filter_expr)
+
             query_results = self.client.query(
                 collection_name=collection_name,
-                filter=filter_expr,
+                filter=combined_filter or text_filter,
                 output_fields=output_fields,
                 limit=top_k,
             )
@@ -778,17 +929,37 @@ def retrieve_online_documents_v2(
                         PrimitiveFeastType.INT32,
                     ]:
                         res[field] = ValueProto(int64_val=int(field_value))
+                    elif entity_name_feast_primitive_type_map.get(
+                        field, PrimitiveFeastType.INVALID
+                    ) in [
+                        PrimitiveFeastType.FLOAT64,
+                        PrimitiveFeastType.FLOAT32,
+                    ]:
+                        res[field] = ValueProto(double_val=float(field_value))
+                    elif (
+                        entity_name_feast_primitive_type_map.get(
+                            field, PrimitiveFeastType.INVALID
+                        )
+                        == PrimitiveFeastType.BOOL
+                    ):
+                        res[field] = ValueProto(bool_val=bool(field_value))
                     elif field == composite_key_name:
                         pass
                     elif isinstance(field_value, bytes):
                         val.ParseFromString(field_value)
                         res[field] = val
+                    elif isinstance(field_value, int):
+                        res[field] = ValueProto(int64_val=field_value)
+                    elif isinstance(field_value, float):
+                        res[field] = ValueProto(double_val=field_value)
                     else:
-                        val.string_val = field_value
+                        val.string_val = str(field_value)
                         res[field] = val
-                distance = hit.get("distance", None)
+                raw_distance = hit.get("distance", None)
                 res["distance"] = (
-                    ValueProto(float_val=distance) if distance else ValueProto()
+                    ValueProto(float_val=raw_distance)
+                    if raw_distance is not None
+                    else ValueProto()
                 )
                 result_list.append((res_ts, entity_key_proto, res if res else None))
         return result_list
@@ -821,10 +992,25 @@ def _get_composite_key_name(table: FeatureView) -> str:
     return "_".join([field.name for field in table.entity_columns]) + "_pk"
 
 
+_MILVUS_TYPE_DEFAULTS: Dict[DataType, Any] = {
+    DataType.INT32: 0,
+    DataType.INT64: 0,
+    DataType.FLOAT: 0.0,
+    DataType.DOUBLE: 0.0,
+    DataType.BOOL: False,
+    DataType.VARCHAR: "",
+}
+
+
+def _default_for_milvus_type(dtype: DataType) -> Any:
+    return _MILVUS_TYPE_DEFAULTS.get(dtype, "")
+
+
 def _extract_proto_values_to_dict(
     input_dict: Dict[str, Any],
     vector_cols: List[str],
-    serialize_to_string=False,
+    serialize_to_string: bool = False,
+    use_native_numeric_types: bool = False,
 ) -> Dict[str, Any]:
     numeric_vector_list_types = [
         k
@@ -857,13 +1043,16 @@ def _extract_proto_values_to_dict(
                             not in ["string_val", "bytes_val", "unix_timestamp_val"]
                             + numeric_types
                         ):
-                            # For complex types, use base64 encoding instead of decode
                             vector_values = base64.b64encode(
                                 feature_values.SerializeToString()
                             ).decode("utf-8")
                         elif proto_val_type == "bytes_val":
                             byte_data = getattr(feature_values, proto_val_type)
                             vector_values = base64.b64encode(byte_data).decode("utf-8")
+                        elif (
+                            use_native_numeric_types and proto_val_type in numeric_types
+                        ):
+                            vector_values = getattr(feature_values, proto_val_type)
                         else:
                             if not isinstance(feature_values, str):
                                 vector_values = str(
@@ -874,8 +1063,13 @@ def _extract_proto_values_to_dict(
                     output_dict[feature_name] = vector_values
             else:
                 if serialize_to_string:
-                    if not isinstance(feature_values, str):
-                        feature_values = str(feature_values)
-                    output_dict[feature_name] = feature_values
+                    if use_native_numeric_types and isinstance(
+                        feature_values, (int, float)
+                    ):
+                        output_dict[feature_name] = feature_values
+                    else:
+                        if not isinstance(feature_values, str):
+                            feature_values = str(feature_values)
+                        output_dict[feature_name] = feature_values
 
     return output_dict
diff --git a/sdk/python/feast/infra/online_stores/mongodb_online_store/mongodb.py b/sdk/python/feast/infra/online_stores/mongodb_online_store/mongodb.py
index d0105607d43..16dd572bf5b 100644
--- a/sdk/python/feast/infra/online_stores/mongodb_online_store/mongodb.py
+++ b/sdk/python/feast/infra/online_stores/mongodb_online_store/mongodb.py
@@ -20,6 +20,12 @@
 from feast.batch_feature_view import BatchFeatureView
 from feast.entity import Entity
 from feast.feature_view import FeatureView
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    FilterTranslator,
+    FilterType,
+)
 from feast.infra.key_encoding_utils import deserialize_entity_key, serialize_entity_key
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.infra.online_stores.vector_store import VectorStoreConfig
@@ -37,6 +43,64 @@
 
 DRIVER_METADATA = DriverInfo(name="Feast", version=feast.version.get_version())
 
+_MONGO_COMPARISON_OPS: Dict[str, str] = {
+    "eq": "$eq",
+    "ne": "$ne",
+    "gt": "$gt",
+    "gte": "$gte",
+    "lt": "$lt",
+    "lte": "$lte",
+}
+
+
+class MongoDBFilterTranslator(FilterTranslator):
+    """Translates Feast filters into MongoDB Query Language (MQL) expressions.
+
+    Filter keys are prefixed with the feature path so they match the
+    document layout used by :class:`MongoDBOnlineStore`::
+
+        features.<table_name>.<key>
+    """
+
+    def __init__(self, table_name: str):
+        self.table_name = table_name
+
+    def _field(self, key: str) -> str:
+        return f"features.{self.table_name}.{key}"
+
+    def translate(self, filters: FilterType) -> Optional[Dict[str, Any]]:
+        if filters is None:
+            return None
+        return self._dispatch(filters)
+
+    def translate_comparison(self, f: ComparisonFilter) -> Dict[str, Any]:
+        field = self._field(f.key)
+
+        if f.type in _MONGO_COMPARISON_OPS:
+            return {field: {_MONGO_COMPARISON_OPS[f.type]: f.value}}
+
+        if f.type == "in":
+            if not isinstance(f.value, list):
+                raise ValueError(
+                    f"'in' filter requires a list value, got {type(f.value)}"
+                )
+            return {field: {"$in": f.value}}
+
+        if f.type == "nin":
+            if not isinstance(f.value, list):
+                raise ValueError(
+                    f"'nin' filter requires a list value, got {type(f.value)}"
+                )
+            return {field: {"$nin": f.value}}
+
+        raise ValueError(f"Unsupported comparison operator: {f.type}")
+
+    def translate_compound(self, f: CompoundFilter) -> Dict[str, Any]:
+        clauses = [self._dispatch(sub) for sub in f.filters]
+        if f.type == "and":
+            return {"$and": clauses}
+        return {"$or": clauses}
+
 
 class MongoDBOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
     """MongoDB configuration.
@@ -232,6 +296,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -277,16 +342,20 @@ def retrieve_online_documents_v2(
         query_vector = [float(v) for v in embedding]
 
         num_candidates = max(top_k * 10, 100)
+        vector_search_stage: Dict[str, Any] = {
+            "index": idx_name,
+            "path": path,
+            "queryVector": query_vector,
+            "numCandidates": num_candidates,
+            "limit": top_k,
+        }
+
+        mql_filter = MongoDBFilterTranslator(table.name).translate(filters)
+        if mql_filter:
+            vector_search_stage["filter"] = mql_filter
+
         pipeline: List[Dict[str, Any]] = [
-            {
-                "$vectorSearch": {
-                    "index": idx_name,
-                    "path": path,
-                    "queryVector": query_vector,
-                    "numCandidates": num_candidates,
-                    "limit": top_k,
-                }
-            },
+            {"$vectorSearch": vector_search_stage},
             {
                 "$addFields": {
                     "score": {"$meta": "vectorSearchScore"},
diff --git a/sdk/python/feast/infra/online_stores/mysql_online_store/README.md b/sdk/python/feast/infra/online_stores/mysql_online_store/README.md
index 7b6e97091d9..e9675085147 100644
--- a/sdk/python/feast/infra/online_stores/mysql_online_store/README.md
+++ b/sdk/python/feast/infra/online_stores/mysql_online_store/README.md
@@ -73,7 +73,6 @@ feature_vector = store.get_online_features(
     ],
 ).to_dict()
 pprint(feature_vector)
-
 ```
 #### Output
 ```
diff --git a/sdk/python/feast/infra/online_stores/online_store.py b/sdk/python/feast/infra/online_stores/online_store.py
index 87feba3f830..cdf06639fe0 100644
--- a/sdk/python/feast/infra/online_stores/online_store.py
+++ b/sdk/python/feast/infra/online_stores/online_store.py
@@ -25,6 +25,7 @@
 from feast.errors import VersionedOnlineReadNotSupported
 from feast.feature_service import FeatureService
 from feast.feature_view import FeatureView
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.infra_object import InfraObject
 from feast.infra.registry.base_registry import BaseRegistry
 from feast.infra.supported_async_methods import SupportedAsyncMethods
@@ -927,6 +928,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -946,6 +948,8 @@ def retrieve_online_documents_v2(
             embedding: The embeddings to use for retrieval (optional)
             top_k: The number of documents to retrieve.
             query_string: The query string to search for using keyword search (bm25) (optional)
+            filters: Optional metadata filters (ComparisonFilter or CompoundFilter)
+                to narrow results before ranking.
 
         Returns:
             object: A list of top k closest documents to the specified embedding. Each item in the list is a tuple
diff --git a/sdk/python/feast/infra/online_stores/postgres_online_store/postgres.py b/sdk/python/feast/infra/online_stores/postgres_online_store/postgres.py
index 4a79349e91c..09be88c991d 100644
--- a/sdk/python/feast/infra/online_stores/postgres_online_store/postgres.py
+++ b/sdk/python/feast/infra/online_stores/postgres_online_store/postgres.py
@@ -21,8 +21,19 @@
 from psycopg_pool import AsyncConnectionPool, ConnectionPool
 
 from feast import Entity, FeatureView, ValueType
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    FilterTranslator,
+    FilterType,
+    filters_contain_numeric_comparison,
+)
 from feast.infra.key_encoding_utils import get_list_val_str, serialize_entity_key
-from feast.infra.online_stores.helpers import _to_naive_utc, compute_table_id
+from feast.infra.online_stores.helpers import (
+    _to_naive_utc,
+    compute_table_id,
+    extract_text_and_num,
+)
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.infra.online_stores.vector_store import VectorStoreConfig
 from feast.infra.utils.postgres.connection_utils import (
@@ -44,9 +55,110 @@
     "inner_product": "<#>",
 }
 
+_PG_COMPARISON_OPS: Dict[str, str] = {
+    "eq": "=",
+    "ne": "!=",
+    "gt": ">",
+    "gte": ">=",
+    "lt": "<",
+    "lte": "<=",
+}
+
+
+class PostgresFilterTranslator(FilterTranslator):
+    """Translates Feast filters into Postgres SQL WHERE clause fragments."""
+
+    def __init__(self, table_name: str, alias: Optional[str] = None):
+        self.table_name = table_name
+        self.alias = alias
+
+    def translate(self, filters: FilterType) -> Tuple[sql.Composable, List[Any]]:
+        if filters is None:
+            return sql.SQL(""), []
+        return self._dispatch(filters)
+
+    def translate_comparison(
+        self, f: ComparisonFilter
+    ) -> Tuple[sql.Composable, List[Any]]:
+        key, value, op_type = f.key, f.value, f.type
+        ek_col = f"{self.alias}.entity_key" if self.alias else "entity_key"
+
+        if op_type in _PG_COMPARISON_OPS:
+            col, db_value = _pg_filter_col_and_val(value)
+            clause = sql.SQL(
+                "{ek_col} IN (SELECT entity_key FROM {tbl} WHERE feature_name = %s AND {col} {op} %s)"
+            ).format(
+                ek_col=sql.SQL(ek_col),
+                tbl=sql.Identifier(self.table_name),
+                col=sql.Identifier(col),
+                op=sql.SQL(_PG_COMPARISON_OPS[op_type]),
+            )
+            return clause, [key, db_value]
+
+        if op_type == "in":
+            if not isinstance(value, list):
+                raise ValueError(
+                    f"'in' filter requires a list value, got {type(value)}"
+                )
+            placeholders = sql.SQL(", ").join([sql.Placeholder()] * len(value))
+            col, _ = _pg_filter_col_and_val(value[0]) if value else ("value_text", None)
+            db_values = [_pg_filter_col_and_val(v)[1] for v in value]
+            clause = sql.SQL(
+                "{ek_col} IN (SELECT entity_key FROM {tbl} WHERE feature_name = %s AND {col} IN ({phs}))"
+            ).format(
+                ek_col=sql.SQL(ek_col),
+                tbl=sql.Identifier(self.table_name),
+                col=sql.Identifier(col),
+                phs=placeholders,
+            )
+            return clause, [key] + db_values
+
+        if op_type == "nin":
+            if not isinstance(value, list):
+                raise ValueError(
+                    f"'nin' filter requires a list value, got {type(value)}"
+                )
+            placeholders = sql.SQL(", ").join([sql.Placeholder()] * len(value))
+            col, _ = _pg_filter_col_and_val(value[0]) if value else ("value_text", None)
+            db_values = [_pg_filter_col_and_val(v)[1] for v in value]
+            clause = sql.SQL(
+                "{ek_col} IN (SELECT entity_key FROM {tbl} WHERE feature_name = %s AND {col} NOT IN ({phs}))"
+            ).format(
+                ek_col=sql.SQL(ek_col),
+                tbl=sql.Identifier(self.table_name),
+                col=sql.Identifier(col),
+                phs=placeholders,
+            )
+            return clause, [key] + db_values
+
+        raise ValueError(f"Unknown comparison operator: {op_type}")
+
+    def translate_compound(self, f: CompoundFilter) -> Tuple[sql.Composable, List[Any]]:
+        if not f.filters:
+            return sql.SQL(""), []
+        parts: List[sql.Composable] = []
+        all_params: List[Any] = []
+        for sub in f.filters:
+            sub_clause, sub_params = self._dispatch(sub)
+            parts.append(sub_clause)
+            all_params.extend(sub_params)
+        joiner = sql.SQL(" AND " if f.type == "and" else " OR ")
+        combined = sql.SQL("(") + joiner.join(parts) + sql.SQL(")")
+        return combined, all_params
+
+
+def _pg_filter_col_and_val(value: Any) -> Tuple[str, Any]:
+    """Return the appropriate column name and DB-ready value for a filter value."""
+    if isinstance(value, bool):
+        return "value_num", 1.0 if value else 0.0
+    if isinstance(value, (int, float)):
+        return "value_num", float(value)
+    return "value_text", str(value)
+
 
 class PostgreSQLOnlineStoreConfig(PostgreSQLConfig, VectorStoreConfig):
     type: Literal["postgres"] = "postgres"
+    enable_openai_compatible_store: Optional[bool] = False
 
 
 class PostgreSQLOnlineStore(OnlineStore):
@@ -55,6 +167,7 @@ class PostgreSQLOnlineStore(OnlineStore):
 
     _conn_async: Optional[AsyncConnection] = None
     _conn_pool_async: Optional[AsyncConnectionPool] = None
+    _table_has_value_num: Optional[Dict[str, bool]] = None
 
     @contextlib.contextmanager
     def _get_conn(
@@ -96,6 +209,33 @@ async def _get_conn_async(
             await self._conn_async.set_autocommit(autocommit)
             yield self._conn_async
 
+    def _check_table_has_value_num(
+        self, cur, table_name: str, config: RepoConfig
+    ) -> bool:
+        """Check if the value_num column exists in the given table, with caching."""
+        if self._table_has_value_num is None:
+            self._table_has_value_num = {}
+        if table_name in self._table_has_value_num:
+            return self._table_has_value_num[table_name]
+
+        schema_name = config.online_store.db_schema or config.online_store.user
+        cur.execute(
+            """
+            SELECT 1 FROM information_schema.columns
+            WHERE table_schema = %s AND table_name = %s AND column_name = 'value_num'
+            """,
+            (schema_name, table_name),
+        )
+        exists = cur.fetchone() is not None
+        self._table_has_value_num[table_name] = exists
+        return exists
+
+    @staticmethod
+    def _filters_need_value_num(
+        filters: Union[ComparisonFilter, CompoundFilter],
+    ) -> bool:
+        return filters_contain_numeric_comparison(filters)
+
     def online_write_batch(
         self,
         config: RepoConfig,
@@ -105,65 +245,71 @@ def online_write_batch(
         ],
         progress: Optional[Callable[[int], Any]],
     ) -> None:
-        # Format insert values
-        insert_values = []
-        for entity_key, values, timestamp, created_ts in data:
-            entity_key_bin = serialize_entity_key(
-                entity_key,
-                entity_key_serialization_version=config.entity_key_serialization_version,
+        table_name = _table_id(
+            config.project, table, config.registry.enable_online_feature_view_versioning
+        )
+
+        with self._get_conn(config) as conn, conn.cursor() as cur:
+            enable_value_num = getattr(
+                config.online_store, "enable_openai_compatible_store", False
             )
-            timestamp = _to_naive_utc(timestamp)
-            if created_ts is not None:
-                created_ts = _to_naive_utc(created_ts)
+            has_value_num_col = self._check_table_has_value_num(cur, table_name, config)
+            compute_value_num = has_value_num_col
+            if enable_value_num and not has_value_num_col:
+                logging.warning(
+                    "enable_openai_compatible_store is True but value_num column "
+                    "not found in table '%s'. Run `feast apply` to add it. "
+                    "Writing without value_num.",
+                    table_name,
+                )
+                compute_value_num = False
+
+            columns = ["entity_key", "feature_name", "value", "value_text"]
+            if has_value_num_col:
+                columns.append("value_num")
+            columns.extend(["vector_value", "event_ts", "created_ts"])
+
+            pk_cols = {"entity_key", "feature_name"}
+            col_ids = sql.SQL(", ").join(sql.Identifier(c) for c in columns)
+            placeholders = sql.SQL(", ").join([sql.Placeholder()] * len(columns))
+            update_set = sql.SQL(", ").join(
+                sql.SQL("{} = EXCLUDED.{}").format(sql.Identifier(c), sql.Identifier(c))
+                for c in columns
+                if c not in pk_cols
+            )
+            sql_query = sql.SQL(
+                "INSERT INTO {} ({}) VALUES ({}) "
+                "ON CONFLICT (entity_key, feature_name) DO UPDATE SET {};"
+            ).format(sql.Identifier(table_name), col_ids, placeholders, update_set)
+
+            insert_values: List[Tuple[Any, ...]] = []
+            for entity_key, values, timestamp, created_ts in data:
+                entity_key_bin = serialize_entity_key(
+                    entity_key,
+                    entity_key_serialization_version=config.entity_key_serialization_version,
+                )
+                timestamp = _to_naive_utc(timestamp)
+                if created_ts is not None:
+                    created_ts = _to_naive_utc(created_ts)
 
-            for feature_name, val in values.items():
-                vector_val = None
-                value_text = None
+                for feature_name, val in values.items():
+                    value_text, value_num = extract_text_and_num(val, compute_value_num)
 
-                # Check if the feature type is STRING
-                if val.WhichOneof("val") == "string_val":
-                    value_text = val.string_val
+                    vector_val = None
+                    if config.online_store.vector_enabled:
+                        vector_val = get_list_val_str(val)
 
-                if config.online_store.vector_enabled:
-                    vector_val = get_list_val_str(val)
-                insert_values.append(
-                    (
+                    row: List[Any] = [
                         entity_key_bin,
                         feature_name,
                         val.SerializeToString(),
                         value_text,
-                        vector_val,
-                        timestamp,
-                        created_ts,
-                    )
-                )
+                    ]
+                    if has_value_num_col:
+                        row.append(value_num)
+                    row.extend([vector_val, timestamp, created_ts])
+                    insert_values.append(tuple(row))
 
-        # Create insert query
-        sql_query = sql.SQL(
-            """
-            INSERT INTO {}
-            (entity_key, feature_name, value, value_text, vector_value, event_ts, created_ts)
-            VALUES (%s, %s, %s, %s, %s, %s, %s)
-            ON CONFLICT (entity_key, feature_name) DO
-            UPDATE SET
-                value = EXCLUDED.value,
-                value_text = EXCLUDED.value_text,
-                vector_value = EXCLUDED.vector_value,
-                event_ts = EXCLUDED.event_ts,
-                created_ts = EXCLUDED.created_ts;
-        """
-        ).format(
-            sql.Identifier(
-                _table_id(
-                    config.project,
-                    table,
-                    config.registry.enable_online_feature_view_versioning,
-                )
-            )
-        )
-
-        # Push data into the online store
-        with self._get_conn(config) as conn, conn.cursor() as cur:
             cur.executemany(sql_query, insert_values)
             conn.commit()
 
@@ -344,6 +490,14 @@ def update(
                     f.dtype.to_value_type() == ValueType.STRING for f in table.features
                 )
 
+                value_num_col = (
+                    sql.SQL("value_num DOUBLE PRECISION NULL,")
+                    if getattr(
+                        config.online_store, "enable_openai_compatible_store", False
+                    )
+                    else sql.SQL("")
+                )
+
                 cur.execute(
                     sql.SQL(
                         """
@@ -352,7 +506,8 @@ def update(
                             entity_key BYTEA,
                             feature_name TEXT,
                             value BYTEA,
-                            value_text TEXT NULL, -- Added for FTS
+                            value_text TEXT NULL,
+                            {}
                             vector_value {} NULL,
                             event_ts TIMESTAMPTZ,
                             created_ts TIMESTAMPTZ,
@@ -362,12 +517,25 @@ def update(
                         """
                     ).format(
                         sql.Identifier(table_name),
+                        value_num_col,
                         sql.SQL(vector_value_type),
                         sql.Identifier(f"{table_name}_ek"),
                         sql.Identifier(table_name),
                     )
                 )
 
+                if getattr(
+                    config.online_store, "enable_openai_compatible_store", False
+                ):
+                    cur.execute(
+                        sql.SQL(
+                            """ALTER TABLE {} ADD COLUMN IF NOT EXISTS value_num DOUBLE PRECISION NULL;"""
+                        ).format(sql.Identifier(table_name))
+                    )
+                    if self._table_has_value_num is None:
+                        self._table_has_value_num = {}
+                    self._table_has_value_num[table_name] = True
+
                 if has_string_features:
                     cur.execute(
                         sql.SQL(
@@ -519,6 +687,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -548,6 +717,16 @@ def retrieve_online_documents_v2(
         if embedding is None and query_string is None:
             raise ValueError("Either embedding or query_string must be provided")
 
+        if filters is not None:
+            if not getattr(
+                config.online_store, "enable_openai_compatible_store", False
+            ):
+                raise ValueError(
+                    "Metadata filtering requires `enable_openai_compatible_store: true` "
+                    "in your online store config. After setting it, run `feast apply` "
+                    "to update the database schema."
+                )
+
         distance_metric = distance_metric or "L2"
 
         if distance_metric not in SUPPORTED_DISTANCE_METRICS_DICT:
@@ -571,12 +750,36 @@ def retrieve_online_documents_v2(
         )
 
         with self._get_conn(config, autocommit=True) as conn, conn.cursor() as cur:
+            if filters is not None and self._filters_need_value_num(filters):
+                if not self._check_table_has_value_num(cur, table_name, config):
+                    raise ValueError(
+                        "Numerical filtering requires the `value_num` column. "
+                        "Run `feast apply` to add it."
+                    )
+
             query = None
             params: Any = None
 
+            filter_clause, filter_params = PostgresFilterTranslator(
+                table_name, alias="t1"
+            ).translate(filters)
+            has_filters = bool(filter_params) or (
+                filters is not None
+                and not filter_params
+                and filter_clause.as_string(conn) != ""
+            )
+
             if embedding is not None and query_string is not None and string_fields:
                 # Case 1: Hybrid Search (vector + text)
                 tsquery_str = " & ".join(query_string.split())
+
+                outer_where_parts: list[sql.Composable] = [
+                    sql.SQL("t1.feature_name = ANY(%s)")
+                ]
+                if has_filters:
+                    outer_where_parts.append(filter_clause)
+                outer_where = sql.SQL(" AND ").join(outer_where_parts)
+
                 query = sql.SQL(
                     """
                     WITH vector_candidates AS (
@@ -636,15 +839,16 @@ def retrieve_online_documents_v2(
                         t1.created_ts
                     FROM {table_name} t1
                     INNER JOIN scored s ON t1.entity_key = s.entity_key
-                    WHERE t1.feature_name = ANY(%s)
+                    WHERE {outer_where}
                     ORDER BY s.text_rank DESC, s.distance
                     """
                 ).format(
                     distance_metric_sql=sql.SQL(distance_metric_sql),
                     table_name=sql.Identifier(table_name),
+                    outer_where=outer_where,
                     top_k=sql.Literal(top_k),
                 )
-                params = (
+                base_params: list[Any] = [
                     embedding,
                     tsquery_str,
                     string_fields,
@@ -653,9 +857,18 @@ def retrieve_online_documents_v2(
                     tsquery_str,
                     string_fields,
                     requested_features,
-                )
+                ]
+                if has_filters:
+                    base_params.extend(filter_params)
+                params = tuple(base_params)
+
             elif embedding is not None:
                 # Case 2: Vector Search Only
+                outer_where_parts = [sql.SQL("t1.feature_name = ANY(%s)")]
+                if has_filters:
+                    outer_where_parts.append(filter_clause)
+                outer_where = sql.SQL(" AND ").join(outer_where_parts)
+
                 query = sql.SQL(
                     """
                     WITH vector_matches AS (
@@ -678,25 +891,36 @@ def retrieve_online_documents_v2(
                         t1.created_ts
                     FROM {table_name} t1
                     INNER JOIN vector_matches t2 ON t1.entity_key = t2.entity_key
-                    WHERE t1.feature_name = ANY(%s)
+                    WHERE {outer_where}
                     ORDER BY t2.distance
                     """
                 ).format(
                     distance_metric_sql=sql.SQL(distance_metric_sql),
                     table_name=sql.Identifier(table_name),
+                    outer_where=outer_where,
                     top_k=sql.Literal(top_k),
                 )
-                params = (embedding, requested_features)
+                base_params = [embedding, requested_features]
+                if has_filters:
+                    base_params.extend(filter_params)
+                params = tuple(base_params)
 
             elif query_string is not None and string_fields:
                 # Case 3: Text Search Only
                 tsquery_str = " & ".join(query_string.split())
+
+                outer_where_parts = [sql.SQL("t1.feature_name = ANY(%s)")]
+                if has_filters:
+                    outer_where_parts.append(filter_clause)
+                outer_where = sql.SQL(" AND ").join(outer_where_parts)
+
                 query = sql.SQL(
                     """
                     WITH text_matches AS (
                         SELECT DISTINCT entity_key, ts_rank(to_tsvector('english', value_text), to_tsquery('english', %s)) as text_rank
                         FROM {table_name}
-                        WHERE feature_name = ANY(%s) AND to_tsvector('english', value_text) @@ to_tsquery('english', %s)
+                        WHERE feature_name = ANY(%s)
+                            AND to_tsvector('english', value_text) @@ to_tsquery('english', %s)
                         ORDER BY text_rank DESC
                         LIMIT {top_k}
                     )
@@ -711,14 +935,23 @@ def retrieve_online_documents_v2(
                         t1.created_ts
                     FROM {table_name} t1
                     INNER JOIN text_matches t2 ON t1.entity_key = t2.entity_key
-                    WHERE t1.feature_name = ANY(%s)
+                    WHERE {outer_where}
                     ORDER BY t2.text_rank DESC
                     """
                 ).format(
                     table_name=sql.Identifier(table_name),
+                    outer_where=outer_where,
                     top_k=sql.Literal(top_k),
                 )
-                params = (tsquery_str, string_fields, tsquery_str, requested_features)
+                base_params = [
+                    tsquery_str,
+                    string_fields,
+                    tsquery_str,
+                    requested_features,
+                ]
+                if has_filters:
+                    base_params.extend(filter_params)
+                params = tuple(base_params)
 
             else:
                 raise ValueError(
diff --git a/sdk/python/feast/infra/online_stores/redis.py b/sdk/python/feast/infra/online_stores/redis.py
index ad9e378a95f..b50161bd6de 100644
--- a/sdk/python/feast/infra/online_stores/redis.py
+++ b/sdk/python/feast/infra/online_stores/redis.py
@@ -370,6 +370,13 @@ def online_write_batch(
             # flattening the list of lists. `hmget` does the lookup assuming a list of keys in the key bin
             prev_event_timestamps = [i[0] for i in prev_event_timestamps]
 
+            # Latest event timestamp queued so far in this batch, per entity key. The
+            # reads above all happened before any write, so without this rows sharing
+            # an entity key would each compare against the same pre-batch value, all
+            # pass the staleness check, and the last one queued would win regardless
+            # of its event time.
+            batch_latest_nanos: Dict[bytes, int] = {}
+
             for redis_key_bin, prev_event_time, (_, values, timestamp, _) in zip(
                 keys, prev_event_timestamps, data
             ):
@@ -381,15 +388,21 @@ def online_write_batch(
                 # New timestamp in nanoseconds
                 new_total_nanos = ts.seconds * 1_000_000_000 + ts.nanos
                 # Compare against existing timestamp (nanosecond precision)
+                prev_total_nanos = 0
                 if prev_event_time:
                     prev_ts = Timestamp()
                     prev_ts.ParseFromString(prev_event_time)
                     prev_total_nanos = prev_ts.seconds * 1_000_000_000 + prev_ts.nanos
-                    # Skip only if older OR exact same instant
-                    if prev_total_nanos and new_total_nanos <= prev_total_nanos:
-                        if progress:
-                            progress(1)
-                        continue
+                # Whichever is newer: the stored value or an earlier row of this batch
+                latest_seen_nanos = max(
+                    prev_total_nanos, batch_latest_nanos.get(redis_key_bin, 0)
+                )
+                # Skip only if older OR exact same instant
+                if latest_seen_nanos and new_total_nanos <= latest_seen_nanos:
+                    if progress:
+                        progress(1)
+                    continue
+                batch_latest_nanos[redis_key_bin] = new_total_nanos
                 # Store full timestamp (seconds + nanos)
                 entity_hset = {ts_key: ts.SerializeToString()}
 
@@ -466,6 +479,10 @@ async def online_write_batch_async(
 
         prev_event_timestamps = [i[0] for i in prev_event_timestamps]
 
+        # See online_write_batch: guards against rows in this batch that share an
+        # entity key overwriting each other out of event-time order.
+        batch_latest_nanos: Dict[bytes, int] = {}
+
         async with client.pipeline(transaction=False) as pipe:
             for redis_key_bin, prev_event_time, (_, values, timestamp, _) in zip(
                 keys, prev_event_timestamps, data
@@ -475,14 +492,19 @@ async def online_write_batch_async(
                 ts.FromDatetime(aware_ts)
                 new_total_nanos = ts.seconds * 1_000_000_000 + ts.nanos
 
+                prev_total_nanos = 0
                 if prev_event_time:
                     prev_ts = Timestamp()
                     prev_ts.ParseFromString(prev_event_time)
                     prev_total_nanos = prev_ts.seconds * 1_000_000_000 + prev_ts.nanos
-                    if prev_total_nanos and new_total_nanos <= prev_total_nanos:
-                        if progress:
-                            progress(1)
-                        continue
+                latest_seen_nanos = max(
+                    prev_total_nanos, batch_latest_nanos.get(redis_key_bin, 0)
+                )
+                if latest_seen_nanos and new_total_nanos <= latest_seen_nanos:
+                    if progress:
+                        progress(1)
+                    continue
+                batch_latest_nanos[redis_key_bin] = new_total_nanos
 
                 entity_hset = {ts_key: ts.SerializeToString()}
                 for feature_name, val in values.items():
diff --git a/sdk/python/feast/infra/online_stores/remote.py b/sdk/python/feast/infra/online_stores/remote.py
index 05a6b05dbea..8aa5df1563e 100644
--- a/sdk/python/feast/infra/online_stores/remote.py
+++ b/sdk/python/feast/infra/online_stores/remote.py
@@ -34,6 +34,7 @@
 
 from feast import Entity, FeatureView, RepoConfig
 from feast.feature_service import FeatureService
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.online_stores.helpers import _to_naive_utc
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.infra.registry.base_registry import BaseRegistry
@@ -150,6 +151,14 @@ def _proto_value_to_transport_value(proto_value: ValueProto) -> Any:
         if val_attr in ("uuid_set_val", "time_uuid_set_val"):
             return list(getattr(proto_value, val_attr).val)
 
+        # UnixTimestamp values are stored as int64 (epoch seconds) in proto.
+        # Return them directly to avoid feast_value_type_to_python_type
+        # converting to datetime objects which are not JSON-serializable.
+        if val_attr == "unix_timestamp_val":
+            return getattr(proto_value, val_attr)
+        if val_attr in ("unix_timestamp_list_val", "unix_timestamp_set_val"):
+            return list(getattr(proto_value, val_attr).val)
+
         return feast_value_type_to_python_type(proto_value)
 
     _STATUS_MAP = {
@@ -438,6 +447,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -456,6 +466,7 @@ def retrieve_online_documents_v2(
             top_k,
             distance_metric,
             query_string,
+            filters=filters,
             api_version=2,
         )
         response = get_remote_online_documents(config=config, req_body=req_body)
@@ -464,20 +475,31 @@ def retrieve_online_documents_v2(
             response_json = json.loads(response.text)
             event_ts: Optional[datetime] = self._get_event_ts(response_json)
 
+            metadata = response_json.get("metadata") or {}
+            feature_names = metadata.get("feature_names") or []
+            results = response_json.get("results") or []
+
+            if not feature_names or not results:
+                logger.debug(
+                    "Empty metadata or results in retrieve_online_documents_v2 response."
+                )
+                return []
+
             # Create feature name to index mapping for efficient lookup
             feature_name_to_index = {
-                name: idx
-                for idx, name in enumerate(response_json["metadata"]["feature_names"])
+                name: idx for idx, name in enumerate(feature_names)
             }
 
             # Process each result row
-            num_results = (
-                len(response_json["results"][0]["values"])
-                if response_json["results"]
-                else 0
-            )
+            first_result_values = results[0].get("values") or []
+            num_results = len(first_result_values)
             result_tuples = []
-
+            if requested_features is None:
+                requested_features = []
+            else:
+                requested_features = list(requested_features)
+            if "distance" not in requested_features:
+                requested_features.append("distance")
             for row_idx in range(num_results):
                 # Build feature values dictionary for requested features
                 feature_values_dict = {}
@@ -639,6 +661,7 @@ def _construct_online_documents_v2_api_json_request(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         api_version: Optional[int] = 2,
     ) -> dict:
         api_requested_features = []
@@ -646,7 +669,7 @@ def _construct_online_documents_v2_api_json_request(
             for requested_feature in requested_features:
                 api_requested_features.append(f"{table.name}:{requested_feature}")
 
-        return {
+        body: Dict[str, Any] = {
             "features": api_requested_features,
             "query": embedding,
             "top_k": top_k,
@@ -654,12 +677,19 @@ def _construct_online_documents_v2_api_json_request(
             "query_string": query_string,
             "api_version": api_version,
         }
-
-    def _get_event_ts(self, response_json) -> datetime:
-        event_ts = ""
-        if len(response_json["results"]) > 1:
-            event_ts = response_json["results"][1]["event_timestamps"][0]
-        return datetime.fromisoformat(event_ts.replace("Z", "+00:00"))
+        if filters is not None:
+            body["filters"] = filters.model_dump()
+        return body
+
+    def _get_event_ts(self, response_json) -> Optional[datetime]:
+        results = response_json.get("results") or []
+        if len(results) > 1:
+            event_timestamps = results[1].get("event_timestamps") or []
+            if event_timestamps:
+                return datetime.fromisoformat(
+                    event_timestamps[0].replace("Z", "+00:00")
+                )
+        return None
 
     def _construct_entity_key_from_response(
         self,
@@ -757,16 +787,20 @@ def get_remote_online_features(
 def get_remote_online_documents(
     session: requests.Session, config: RepoConfig, req_body: dict
 ) -> requests.Response:
-    if config.online_store.cert:
-        return session.post(
-            f"{config.online_store.path}/retrieve-online-documents",
-            json=req_body,
-            verify=config.online_store.cert,
-        )
-    else:
-        return session.post(
-            f"{config.online_store.path}/retrieve-online-documents", json=req_body
-        )
+    search_paths = ("/search", "/retrieve-online-documents")
+    last_response: Optional[requests.Response] = None
+    for path in search_paths:
+        url = f"{config.online_store.path}{path}"
+        if config.online_store.cert:
+            last_response = session.post(
+                url, json=req_body, verify=config.online_store.cert
+            )
+        else:
+            last_response = session.post(url, json=req_body)
+        if last_response.status_code != 404:
+            return last_response
+    assert last_response is not None
+    return last_response
 
 
 @rest_error_handling_decorator
diff --git a/sdk/python/feast/infra/online_stores/scylladb_online_store/scylladb.py b/sdk/python/feast/infra/online_stores/scylladb_online_store/scylladb.py
index 51a22e07a76..f68d8e5aacf 100644
--- a/sdk/python/feast/infra/online_stores/scylladb_online_store/scylladb.py
+++ b/sdk/python/feast/infra/online_stores/scylladb_online_store/scylladb.py
@@ -11,6 +11,7 @@
     Optional,
     Sequence,
     Tuple,
+    Union,
 )
 
 from cassandra.auth import PlainTextAuthProvider
@@ -26,6 +27,7 @@
 from pydantic import StrictFloat, StrictInt, StrictStr
 
 from feast import Entity, FeatureView, RepoConfig
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.key_encoding_utils import deserialize_entity_key, serialize_entity_key
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.protos.feast.types.EntityKey_pb2 import EntityKey as EntityKeyProto
@@ -651,6 +653,7 @@ def retrieve_online_documents_v2(
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -678,12 +681,17 @@ def retrieve_online_documents_v2(
                 store-level ``vector_similarity_function`` config value or the
                 per-feature tag.
             query_string: Unused (reserved for future hybrid text+vector search).
+            filters: Unused (metadata filtering not yet supported for ScyllaDB).
             include_feature_view_version_metadata: Unused.
 
         Returns:
             List of ``(event_timestamp, entity_key_proto, feature_values)``
             tuples ordered from most to least similar.
         """
+        if filters is not None:
+            raise NotImplementedError(
+                "Metadata filtering is not supported by the ScyllaDB online store."
+            )
         if embedding is None:
             raise ValueError(
                 "retrieve_online_documents_v2 requires a non-None 'embedding' "
diff --git a/sdk/python/feast/infra/online_stores/sqlite.py b/sdk/python/feast/infra/online_stores/sqlite.py
index 74ddd030d57..000e3d7bc5a 100644
--- a/sdk/python/feast/infra/online_stores/sqlite.py
+++ b/sdk/python/feast/infra/online_stores/sqlite.py
@@ -37,13 +37,20 @@
 from feast import Entity
 from feast.feature_view import FeatureView
 from feast.field import Field
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    FilterTranslator,
+    FilterType,
+    filters_contain_numeric_comparison,
+)
 from feast.infra.infra_object import SQLITE_INFRA_OBJECT_CLASS_TYPE, InfraObject
 from feast.infra.key_encoding_utils import (
     deserialize_entity_key,
     serialize_entity_key,
     serialize_f32,
 )
-from feast.infra.online_stores.helpers import compute_table_id
+from feast.infra.online_stores.helpers import compute_table_id, extract_text_and_num
 from feast.infra.online_stores.online_store import OnlineStore
 from feast.infra.online_stores.vector_store import VectorStoreConfig
 from feast.labeling.label_view import LabelView
@@ -53,6 +60,7 @@
 from feast.protos.feast.types.EntityKey_pb2 import EntityKey as EntityKeyProto
 from feast.protos.feast.types.Value_pb2 import Value as ValueProto
 from feast.repo_config import FeastConfigBaseModel, RepoConfig
+from feast.stream_feature_view import StreamFeatureView
 from feast.type_map import feast_value_type_to_python_type
 from feast.types import FEAST_VECTOR_TYPES, PrimitiveFeastType
 from feast.utils import (
@@ -103,6 +111,97 @@ def convert_timestamp(val: bytes):
 sqlite3.register_converter("timestamp", convert_timestamp)
 
 
+_SQLITE_COMPARISON_OPS: Dict[str, str] = {
+    "eq": "=",
+    "ne": "!=",
+    "gt": ">",
+    "gte": ">=",
+    "lt": "<",
+    "lte": "<=",
+}
+
+
+class SqliteFilterTranslator(FilterTranslator):
+    """Translates Feast filters into SQLite WHERE clause fragments."""
+
+    def __init__(self, table_name: str, alias: Optional[str] = None):
+        self.table_name = table_name
+        self.alias = alias
+
+    def translate(self, filters: FilterType) -> Tuple[str, List[Any]]:
+        if filters is None:
+            return "", []
+        return self._dispatch(filters)
+
+    def translate_comparison(self, f: ComparisonFilter) -> Tuple[str, List[Any]]:
+        key, value, op_type = f.key, f.value, f.type
+        ek_col = f"{self.alias}.entity_key" if self.alias else "entity_key"
+
+        if op_type in _SQLITE_COMPARISON_OPS:
+            col, db_value = _sqlite_filter_col_and_val(value)
+            clause = (
+                f"{ek_col} IN (SELECT entity_key FROM {_quote_id(self.table_name)} "
+                f"WHERE feature_name = ? AND {col} {_SQLITE_COMPARISON_OPS[op_type]} ?)"
+            )
+            return clause, [key, db_value]
+
+        if op_type == "in":
+            if not isinstance(value, list):
+                raise ValueError(
+                    f"'in' filter requires a list value, got {type(value)}"
+                )
+            col, _ = (
+                _sqlite_filter_col_and_val(value[0]) if value else ("value_text", None)
+            )
+            db_values = [_sqlite_filter_col_and_val(v)[1] for v in value]
+            placeholders = ", ".join(["?"] * len(value))
+            clause = (
+                f"{ek_col} IN (SELECT entity_key FROM {_quote_id(self.table_name)} "
+                f"WHERE feature_name = ? AND {col} IN ({placeholders}))"
+            )
+            return clause, [key] + db_values
+
+        if op_type == "nin":
+            if not isinstance(value, list):
+                raise ValueError(
+                    f"'nin' filter requires a list value, got {type(value)}"
+                )
+            col, _ = (
+                _sqlite_filter_col_and_val(value[0]) if value else ("value_text", None)
+            )
+            db_values = [_sqlite_filter_col_and_val(v)[1] for v in value]
+            placeholders = ", ".join(["?"] * len(value))
+            clause = (
+                f"{ek_col} IN (SELECT entity_key FROM {_quote_id(self.table_name)} "
+                f"WHERE feature_name = ? AND {col} NOT IN ({placeholders}))"
+            )
+            return clause, [key] + db_values
+
+        raise ValueError(f"Unknown comparison operator: {op_type}")
+
+    def translate_compound(self, f: CompoundFilter) -> Tuple[str, List[Any]]:
+        if not f.filters:
+            return "", []
+        parts: List[str] = []
+        all_params: List[Any] = []
+        for sub in f.filters:
+            sub_clause, sub_params = self._dispatch(sub)
+            parts.append(sub_clause)
+            all_params.extend(sub_params)
+        joiner = " AND " if f.type == "and" else " OR "
+        combined = "(" + joiner.join(parts) + ")"
+        return combined, all_params
+
+
+def _sqlite_filter_col_and_val(value: Any) -> Tuple[str, Any]:
+    """Return the appropriate column name and DB-ready value for a filter value."""
+    if isinstance(value, bool):
+        return "value_num", 1.0 if value else 0.0
+    if isinstance(value, (int, float)):
+        return "value_num", float(value)
+    return "value_text", str(value)
+
+
 class SqliteOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
     """Online store config for local (SQLite-based) store"""
 
@@ -116,6 +215,8 @@ class SqliteOnlineStoreConfig(FeastConfigBaseModel, VectorStoreConfig):
 
     text_search_enabled: bool = False
 
+    enable_openai_compatible_store: bool = False
+
 
 class SqliteOnlineStore(OnlineStore):
     """
@@ -126,6 +227,7 @@ class SqliteOnlineStore(OnlineStore):
     """
 
     _conn: Optional[sqlite3.Connection] = None
+    _table_has_value_num: Optional[Dict[str, bool]] = None
 
     @staticmethod
     def _get_db_path(config: RepoConfig) -> str:
@@ -150,6 +252,27 @@ def _get_conn(self, config: RepoConfig):
 
         return self._conn
 
+    def _check_table_has_value_num(
+        self, conn: sqlite3.Connection, table_name: str
+    ) -> bool:
+        """Check if the value_num column exists in the given table, with caching."""
+        if self._table_has_value_num is None:
+            self._table_has_value_num = {}
+        if table_name in self._table_has_value_num:
+            return self._table_has_value_num[table_name]
+
+        cur = conn.execute(f"PRAGMA table_info({_quote_id(table_name)})")
+        columns = {row[1] for row in cur.fetchall()}
+        exists = "value_num" in columns
+        self._table_has_value_num[table_name] = exists
+        return exists
+
+    @staticmethod
+    def _filters_need_value_num(
+        filters: Union[ComparisonFilter, CompoundFilter],
+    ) -> bool:
+        return filters_contain_numeric_comparison(filters)
+
     def online_write_batch(
         self,
         config: RepoConfig,
@@ -167,6 +290,43 @@ def online_write_batch(
         conn = self._get_conn(config)
         project = config.project
         feature_type_dict = {f.name: f.dtype for f in table.features}
+        table_name = _table_id(
+            project, table, config.registry.enable_online_feature_view_versioning
+        )
+
+        enable_value_num = getattr(
+            config.online_store, "enable_openai_compatible_store", False
+        )
+        has_value_num_col = False
+        if enable_value_num:
+            has_value_num_col = self._check_table_has_value_num(conn, table_name)
+            if not has_value_num_col:
+                logging.warning(
+                    "enable_openai_compatible_store is True but value_num column "
+                    "not found in table '%s'. Run `feast apply` to add it. "
+                    "Writing without value_num.",
+                    table_name,
+                )
+        compute_value_num = has_value_num_col
+        columns = ["entity_key", "feature_name", "value", "value_text"]
+        if has_value_num_col:
+            columns.append("value_num")
+        if config.online_store.vector_enabled:
+            columns.append("vector_value")
+        columns.extend(["event_ts", "created_ts"])
+
+        pk_cols = {"entity_key", "feature_name"}
+        col_csv = ", ".join(columns)
+        placeholders = ", ".join(["?"] * len(columns))
+        update_set = ", ".join(
+            f"{c} = excluded.{c}" for c in columns if c not in pk_cols
+        )
+        upsert_sql = (
+            f"INSERT INTO {_quote_id(table_name)} ({col_csv}) "
+            f"VALUES ({placeholders}) "
+            f"ON CONFLICT(entity_key, feature_name) DO UPDATE SET {update_set};"
+        )
+
         with conn:
             for entity_key, values, timestamp, created_ts in data:
                 entity_key_bin = serialize_entity_key(
@@ -177,12 +337,16 @@ def online_write_batch(
                 if created_ts is not None:
                     created_ts = to_naive_utc(created_ts)
 
-                table_name = _table_id(
-                    project,
-                    table,
-                    config.registry.enable_online_feature_view_versioning,
-                )
                 for feature_name, val in values.items():
+                    value_text, value_num = extract_text_and_num(val, compute_value_num)
+                    row: List[Any] = [
+                        entity_key_bin,
+                        feature_name,
+                        val.SerializeToString(),
+                        value_text,
+                    ]
+                    if has_value_num_col:
+                        row.append(value_num)
                     if config.online_store.vector_enabled:
                         if (
                             feature_type_dict.get(feature_name, None)
@@ -198,43 +362,10 @@ def online_write_batch(
                             )  # type: ignore
                         else:
                             val_bin = feast_value_type_to_python_type(val)
-                        conn.execute(
-                            f"""
-                            INSERT INTO {table_name} (entity_key, feature_name, value, vector_value, event_ts, created_ts)
-                            VALUES (?, ?, ?, ?, ?, ?)
-                            ON CONFLICT(entity_key, feature_name) DO UPDATE SET
-                                value = excluded.value,
-                                vector_value = excluded.vector_value,
-                                event_ts = excluded.event_ts,
-                                created_ts = excluded.created_ts;
-                            """,
-                            (
-                                entity_key_bin,  # entity_key
-                                feature_name,  # feature_name
-                                val.SerializeToString(),  # value
-                                val_bin,  # vector_value
-                                timestamp,  # event_ts
-                                created_ts,  # created_ts
-                            ),
-                        )
-                    else:
-                        conn.execute(
-                            f"""
-                            INSERT INTO {table_name} (entity_key, feature_name, value, event_ts, created_ts)
-                            VALUES (?, ?, ?, ?, ?)
-                            ON CONFLICT(entity_key, feature_name) DO UPDATE SET
-                                value = excluded.value,
-                                event_ts = excluded.event_ts,
-                                created_ts = excluded.created_ts;
-                            """,
-                            (
-                                entity_key_bin,  # entity_key
-                                feature_name,  # feature_name
-                                val.SerializeToString(),  # value
-                                timestamp,  # event_ts
-                                created_ts,  # created_ts
-                            ),
-                        )
+                        row.append(val_bin)
+                    row.extend([timestamp, created_ts])
+
+                    conn.execute(upsert_sql, tuple(row))
 
                 if progress:
                     progress(1)
@@ -261,7 +392,7 @@ def online_read(
         # Fetch all entities in one go
         cur.execute(
             f"SELECT entity_key, feature_name, value, event_ts "
-            f"FROM {_table_id(config.project, table, config.registry.enable_online_feature_view_versioning)} "
+            f"FROM {_quote_id(_table_id(config.project, table, config.registry.enable_online_feature_view_versioning))} "
             f"WHERE entity_key IN ({','.join('?' * len(entity_keys))}) "
             f"ORDER BY entity_key",
             serialized_entity_keys,
@@ -300,19 +431,30 @@ def update(
     ):
         conn = self._get_conn(config)
         project = config.project
+        include_value_num = getattr(
+            config.online_store, "enable_openai_compatible_store", False
+        )
 
         versioning = config.registry.enable_online_feature_view_versioning
         for table in tables_to_keep:
+            tbl = _table_id(project, table, versioning)
+            value_num_col = "value_num REAL," if include_value_num else ""
             conn.execute(
-                f"CREATE TABLE IF NOT EXISTS {_table_id(project, table, versioning)} (entity_key BLOB, feature_name TEXT, value BLOB, vector_value BLOB, event_ts timestamp, created_ts timestamp,  PRIMARY KEY(entity_key, feature_name))"
+                f"CREATE TABLE IF NOT EXISTS {_quote_id(tbl)} (entity_key BLOB, feature_name TEXT, value BLOB, value_text TEXT, {value_num_col} vector_value BLOB, event_ts timestamp, created_ts timestamp,  PRIMARY KEY(entity_key, feature_name))"
             )
             conn.execute(
-                f"CREATE INDEX IF NOT EXISTS {_table_id(project, table, versioning)}_ek ON {_table_id(project, table, versioning)} (entity_key);"
+                f"CREATE INDEX IF NOT EXISTS {_quote_id(tbl + '_ek')} ON {_quote_id(tbl)} (entity_key);"
             )
+            _alter_table_add_column_if_missing(conn, tbl, "value_text", "TEXT")
+            if include_value_num:
+                _alter_table_add_column_if_missing(conn, tbl, "value_num", "REAL")
+                if self._table_has_value_num is None:
+                    self._table_has_value_num = {}
+                self._table_has_value_num[tbl] = True
 
         for table in tables_to_delete:
             conn.execute(
-                f"DROP TABLE IF EXISTS {_table_id(project, table, versioning)}"
+                f"DROP TABLE IF EXISTS {_quote_id(_table_id(project, table, versioning))}"
             )
 
     def plan(
@@ -320,20 +462,27 @@ def plan(
     ) -> List[InfraObject]:
         project = config.project
         versioning = config.registry.enable_online_feature_view_versioning
+        include_value_num = getattr(
+            config.online_store, "enable_openai_compatible_store", False
+        )
 
+        # FeatureView.from_proto() is @typechecked and only accepts a
+        # FeatureViewProto, so it can't be applied to stream_feature_views
+        # (StreamFeatureViewProto) too -- each list needs its matching class.
+        views = [
+            FeatureView.from_proto(view)
+            for view in desired_registry_proto.feature_views
+        ] + [
+            StreamFeatureView.from_proto(view)
+            for view in desired_registry_proto.stream_feature_views
+        ]
         infra_objects: List[InfraObject] = [
             SqliteTable(
                 path=self._get_db_path(config),
-                name=_table_id(
-                    project,
-                    FeatureView.from_proto(view),
-                    versioning,
-                ),
+                name=_table_id(project, view, versioning),
+                include_value_num=include_value_num,
             )
-            for view in [
-                *desired_registry_proto.feature_views,
-                *desired_registry_proto.stream_feature_views,
-            ]
+            for view in views
         ]
 
         for lv_proto in desired_registry_proto.label_views:
@@ -431,9 +580,10 @@ def retrieve_online_documents(
         cur.execute(
             f"""
             INSERT INTO vec_table(rowid, vector_value)
-            select rowid, vector_value from {table_name}
-            where feature_name = "{vector_field}"
-        """
+            select rowid, vector_value from {_quote_id(table_name)}
+            where feature_name = ?
+        """,
+            (vector_field,),
         )
         cur.execute(
             f"""
@@ -443,7 +593,7 @@ def retrieve_online_documents(
             """
         )
 
-        # Have to join this with the {table_name} to get the feature name and entity_key
+        # Have to join this with the main table to get the feature name and entity_key
         # Also the `top_k` doesn't appear to be working for some reason
         cur.execute(
             f"""
@@ -463,7 +613,7 @@ def retrieve_online_documents(
                 order by distance
                 limit ?
             ) f
-            left join {table_name} fv
+            left join {_quote_id(table_name)} fv
             on f.rowid = fv.rowid
         """,
             (query_embedding_bin, top_k),
@@ -501,10 +651,11 @@ def retrieve_online_documents_v2(
         config: RepoConfig,
         table: FeatureView,
         requested_features: List[str],
-        query: Optional[List[float]],
+        embedding: Optional[List[float]],
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -519,7 +670,7 @@ def retrieve_online_documents_v2(
             config: Feast configuration object
             table: FeatureView object as the table to search
             requested_features: List of requested features to retrieve
-            query: Query embedding to search for (optional)
+            embedding: Query embedding to search for (optional)
             top_k: Number of items to return
             distance_metric: Distance metric to use (optional)
             query_string: The query string to search for using keyword search (bm25) (optional)
@@ -534,6 +685,16 @@ def retrieve_online_documents_v2(
                 "You must enable either vector search or text search in the online store config"
             )
 
+        if filters is not None:
+            if not getattr(
+                config.online_store, "enable_openai_compatible_store", False
+            ):
+                raise ValueError(
+                    "Metadata filtering requires `enable_openai_compatible_store: true` "
+                    "in your online store config. After setting it, run `feast apply` "
+                    "to update the database schema."
+                )
+
         conn = self._get_conn(config)
         cur = conn.cursor()
 
@@ -546,8 +707,19 @@ def retrieve_online_documents_v2(
         )
         vector_field = _get_vector_field(table)
 
+        if filters is not None and self._filters_need_value_num(filters):
+            if not self._check_table_has_value_num(conn, table_name):
+                raise ValueError(
+                    "Numerical filtering requires the `value_num` column. "
+                    "Run `feast apply` to add it."
+                )
+
+        filter_clause, filter_params = SqliteFilterTranslator(
+            table_name, alias="fv2"
+        ).translate(filters)
+
         if online_store.vector_enabled:
-            query_embedding_bin = serialize_f32(query, vector_field_length)  # type: ignore
+            query_embedding_bin = serialize_f32(embedding, vector_field_length)  # type: ignore
             cur.execute(
                 f"""
                 CREATE VIRTUAL TABLE IF NOT EXISTS vec_table using vec0(
@@ -558,16 +730,16 @@ def retrieve_online_documents_v2(
             cur.execute(
                 f"""
                 INSERT INTO vec_table (rowid, vector_value)
-                select rowid, vector_value from {table_name}
-                where feature_name = "{vector_field}"
-                """
+                select rowid, vector_value from {_quote_id(table_name)}
+                where feature_name = ?
+                """,
+                (vector_field,),
             )
         elif online_store.text_search_enabled:
             string_field_list = [
                 f.name for f in table.features if f.dtype == PrimitiveFeastType.STRING
             ]
             string_fields = ", ".join(string_field_list)
-            # TODO: swap this for a value configurable in each Field()
             BM25_DEFAULT_WEIGHTS = ", ".join(
                 [
                     str(1.0)
@@ -586,6 +758,9 @@ def retrieve_online_documents_v2(
                 table_name, string_field_list
             )
             cur.execute(insert_query)
+            filter_clause, filter_params = SqliteFilterTranslator(
+                table_name, alias="fv"
+            ).translate(filters)
 
         else:
             raise ValueError(
@@ -593,6 +768,12 @@ def retrieve_online_documents_v2(
             )
 
         if online_store.vector_enabled:
+            where_parts = ["fv2.feature_name != ?"]
+            vector_params = [vector_field]
+            if filter_clause:
+                where_parts.append(filter_clause)
+            where_sql = " AND ".join(where_parts)
+
             cur.execute(
                 f"""
                 select
@@ -613,29 +794,33 @@ def retrieve_online_documents_v2(
                     order by distance
                     limit ?
                 ) f
-                left join {table_name} fv
+                left join {_quote_id(table_name)} fv
                     on f.rowid = fv.rowid
-                left join {table_name} fv2
+                left join {_quote_id(table_name)} fv2
                     on fv.entity_key = fv2.entity_key
-                where fv2.feature_name != "{vector_field}"
+                where {where_sql}
                 """,
-                (
-                    query_embedding_bin,
-                    top_k,
-                ),
+                [query_embedding_bin, top_k] + vector_params + filter_params,
             )
         elif online_store.text_search_enabled:
+            where_parts_text = []
+            if filter_clause:
+                where_parts_text.append(filter_clause)
+            where_sql_text = (
+                "where " + " AND ".join(where_parts_text) if where_parts_text else ""
+            )
+
             cur.execute(
                 f"""
-            select
-                fv.entity_key,
-                fv.feature_name,
-                fv.value,
-                fv.vector_value,
-                f.distance,
-                fv.event_ts,
-                fv.created_ts
-                from {table_name} fv
+                select
+                    fv.entity_key,
+                    fv.feature_name,
+                    fv.value,
+                    fv.vector_value,
+                    f.distance,
+                    fv.event_ts,
+                    fv.created_ts
+                from {_quote_id(table_name)} fv
                 inner join (
                     select
                         fv_rowid,
@@ -646,8 +831,9 @@ def retrieve_online_documents_v2(
                     where search_table match ? order by distance limit ?
                 ) f
                     on f.entity_key = fv.entity_key
+                {where_sql_text}
                 """,
-                (query_string, top_k),
+                [query_string, top_k] + filter_params,
             )
 
         else:
@@ -743,6 +929,36 @@ def _initialize_conn(
     return db
 
 
+def _alter_table_add_column_if_missing(
+    conn: sqlite3.Connection,
+    table_name: str,
+    column_name: str,
+    column_type: str,
+) -> None:
+    """Add a column to an existing SQLite table, ignoring if it already exists.
+
+    SQLite's ALTER TABLE ADD COLUMN doesn't support IF NOT EXISTS, so we
+    catch the specific OperationalError for duplicate columns and re-raise
+    anything else (connection failures, disk errors, etc.).
+    """
+    try:
+        conn.execute(
+            f"ALTER TABLE {_quote_id(table_name)} ADD COLUMN {_quote_id(column_name)} {column_type}"
+        )
+    except sqlite3.OperationalError as e:
+        if "duplicate column name" not in str(e).lower():
+            raise
+
+
+def _quote_id(identifier: str) -> str:
+    """Quote a SQLite identifier to prevent SQL injection.
+
+    Uses the standard SQL double-quote mechanism:  any embedded
+    double-quote characters are escaped by doubling them.
+    """
+    return '"' + identifier.replace('"', '""') + '"'
+
+
 def _table_id(project: str, table: Any, enable_versioning: bool = False) -> str:
     return compute_table_id(project, table, enable_versioning)
 
@@ -759,11 +975,13 @@ class SqliteTable(InfraObject):
 
     path: str
     conn: sqlite3.Connection
+    _include_value_num: bool
 
-    def __init__(self, path: str, name: str):
+    def __init__(self, path: str, name: str, include_value_num: bool = False):
         super().__init__(name)
         self.path = path
         self.conn = _initialize_conn(path)
+        self._include_value_num = include_value_num
 
     def to_infra_object_proto(self) -> InfraObjectProto:
         sqlite_table_proto = self.to_proto()
@@ -801,12 +1019,15 @@ def update(self):
                 sqlite_vec.load(self.conn)
             except ModuleNotFoundError:
                 logging.warning("Cannot use sqlite_vec for vector search")
+        value_num_col = "value_num REAL," if self._include_value_num else ""
         self.conn.execute(
             f"""
             CREATE TABLE IF NOT EXISTS {self.name} (
                 entity_key BLOB,
                 feature_name TEXT,
                 value BLOB,
+                value_text TEXT,
+                {value_num_col}
                 vector_value BLOB,
                 event_ts timestamp,
                 created_ts timestamp,
@@ -817,6 +1038,11 @@ def update(self):
         self.conn.execute(
             f"CREATE INDEX IF NOT EXISTS {self.name}_ek ON {self.name} (entity_key);"
         )
+        _alter_table_add_column_if_missing(self.conn, self.name, "value_text", "TEXT")
+        if self._include_value_num:
+            _alter_table_add_column_if_missing(
+                self.conn, self.name, "value_num", "REAL"
+            )
 
     def teardown(self):
         self.conn.execute(f"DROP TABLE IF EXISTS {self.name}")
@@ -854,13 +1080,14 @@ def _generate_bm25_search_insert_query(
     """
     _string_fields = ", ".join(string_field_list)
     query = f"INSERT INTO search_table (entity_key, fv_rowid, {_string_fields})\nSELECT\n\tDISTINCT fv0.entity_key,\n\tfv0.rowid as fv_rowid"
-    from_query = f"\nFROM (select rowid, * from {table_name} where feature_name = '{string_field_list[0]}') fv0"
+    quoted_table = _quote_id(table_name)
+    from_query = f"\nFROM (select rowid, * from {quoted_table} where feature_name = '{string_field_list[0]}') fv0"
 
     for i, string_field in enumerate(string_field_list):
         query += f"\n\t,fv{i}.value as {string_field}"
         if i > 0:
             from_query += (
-                f"\nLEFT JOIN (select rowid, * from {table_name} where feature_name = '{string_field}') fv{i}"
+                f"\nLEFT JOIN (select rowid, * from {quoted_table} where feature_name = '{string_field}') fv{i}"
                 + f"\n\tON fv0.entity_key = fv{i}.entity_key"
             )
 
diff --git a/sdk/python/feast/infra/passthrough_provider.py b/sdk/python/feast/infra/passthrough_provider.py
index 93f38567376..6b51d8c9fc1 100644
--- a/sdk/python/feast/infra/passthrough_provider.py
+++ b/sdk/python/feast/infra/passthrough_provider.py
@@ -24,6 +24,7 @@
 from feast.feature_logging import FeatureServiceLoggingSource
 from feast.feature_service import FeatureService
 from feast.feature_view import FeatureView
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.common.materialization_job import (
     MaterializationJobStatus,
     MaterializationTask,
@@ -322,23 +323,25 @@ def retrieve_online_documents_v2(
         config: RepoConfig,
         table: FeatureView,
         requested_features: Optional[List[str]],
-        query: Optional[List[float]],
+        embedding: Optional[List[float]],
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List:
         result = []
         if self.online_store:
             result = self.online_store.retrieve_online_documents_v2(
-                config,
-                table,
-                requested_features,
-                query,
-                top_k,
-                distance_metric,
-                query_string,
-                include_feature_view_version_metadata,
+                config=config,
+                table=table,
+                requested_features=requested_features,
+                embedding=embedding,
+                top_k=top_k,
+                distance_metric=distance_metric,
+                query_string=query_string,
+                filters=filters,
+                include_feature_view_version_metadata=include_feature_view_version_metadata,
             )
         return result
 
@@ -478,6 +481,8 @@ def get_historical_features(
         full_feature_names: bool,
         **kwargs,
     ) -> RetrievalJob:
+        if kwargs.get("filter_by_created_timestamp"):
+            self.offline_store.ensure_filter_by_created_timestamp_supported()
         job = self.offline_store.get_historical_features(
             config=config,
             feature_views=feature_views,
diff --git a/sdk/python/feast/infra/provider.py b/sdk/python/feast/infra/provider.py
index 705556623df..c3912cd9f55 100644
--- a/sdk/python/feast/infra/provider.py
+++ b/sdk/python/feast/infra/provider.py
@@ -23,6 +23,7 @@
 from feast.data_source import DataSource
 from feast.entity import Entity
 from feast.feature_view import FeatureView
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.importer import import_class
 from feast.infra.infra_object import Infra
 from feast.infra.offline_stores.offline_store import OfflineStore, RetrievalJob
@@ -467,10 +468,11 @@ def retrieve_online_documents_v2(
         config: RepoConfig,
         table: FeatureView,
         requested_features: List[str],
-        query: Optional[List[float]],
+        embedding: Optional[List[float]],
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
@@ -490,6 +492,8 @@ def retrieve_online_documents_v2(
             query: The query embedding to search for (optional).
             top_k: The number of documents to return.
             query_string: The query string to search for using keyword search (bm25) (optional)
+            filters: Optional metadata filters (ComparisonFilter or CompoundFilter)
+                to narrow results before ranking.
 
         Returns:
             A list of dictionaries, where each dictionary contains the datetime, entitykey, and a dictionary
diff --git a/sdk/python/feast/infra/registry/base_registry.py b/sdk/python/feast/infra/registry/base_registry.py
index a0d98d5d2c2..4256c82e50d 100644
--- a/sdk/python/feast/infra/registry/base_registry.py
+++ b/sdk/python/feast/infra/registry/base_registry.py
@@ -698,6 +698,8 @@ def list_saved_datasets(
         project: str,
         allow_cache: bool = False,
         tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         """
         Retrieves a list of all saved datasets in specified project
@@ -706,6 +708,8 @@ def list_saved_datasets(
             project: Feast project
             allow_cache: Whether to allow returning this dataset from a cached registry
             tags: Filter by tags
+            namespace: Filter by logical namespace grouping
+            collection: Filter by collection sub-grouping within namespace
 
         Returns:
             Returns the list of SavedDatasets
diff --git a/sdk/python/feast/infra/registry/caching_registry.py b/sdk/python/feast/infra/registry/caching_registry.py
index 6780a2ece69..81fc11ed025 100644
--- a/sdk/python/feast/infra/registry/caching_registry.py
+++ b/sdk/python/feast/infra/registry/caching_registry.py
@@ -344,7 +344,11 @@ def get_saved_dataset(
 
     @abstractmethod
     def _list_saved_datasets(
-        self, project: str, tags: Optional[dict[str, str]] = None
+        self,
+        project: str,
+        tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         pass
 
@@ -353,13 +357,21 @@ def list_saved_datasets(
         project: str,
         allow_cache: bool = False,
         tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         if allow_cache:
             self._refresh_cached_registry_if_necessary()
             return proto_registry_utils.list_saved_datasets(
-                self.cached_registry_proto, project, tags
+                self.cached_registry_proto,
+                project,
+                tags,
+                namespace=namespace,
+                collection=collection,
             )
-        return self._list_saved_datasets(project, tags)
+        return self._list_saved_datasets(
+            project, tags, namespace=namespace, collection=collection
+        )
 
     @abstractmethod
     def _get_validation_reference(self, name: str, project: str) -> ValidationReference:
diff --git a/sdk/python/feast/infra/registry/proto_registry_utils.py b/sdk/python/feast/infra/registry/proto_registry_utils.py
index de5d199555b..2be5e7f2cb6 100644
--- a/sdk/python/feast/infra/registry/proto_registry_utils.py
+++ b/sdk/python/feast/infra/registry/proto_registry_utils.py
@@ -418,14 +418,23 @@ def list_data_sources(
 
 @registry_proto_cache_with_tags
 def list_saved_datasets(
-    registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]]
+    registry_proto: RegistryProto,
+    project: str,
+    tags: Optional[dict[str, str]],
+    namespace: Optional[str] = None,
+    collection: Optional[str] = None,
 ) -> List[SavedDataset]:
     saved_datasets = []
     for saved_dataset in registry_proto.saved_datasets:
-        if saved_dataset.spec.project == project and utils.has_all_tags(
-            saved_dataset.spec.tags, tags
-        ):
-            saved_datasets.append(SavedDataset.from_proto(saved_dataset))
+        if saved_dataset.spec.project != project:
+            continue
+        if not utils.has_all_tags(saved_dataset.spec.tags, tags):
+            continue
+        if namespace is not None and saved_dataset.spec.namespace != namespace:
+            continue
+        if collection is not None and saved_dataset.spec.collection != collection:
+            continue
+        saved_datasets.append(SavedDataset.from_proto(saved_dataset))
     return saved_datasets
 
 
diff --git a/sdk/python/feast/infra/registry/registry.py b/sdk/python/feast/infra/registry/registry.py
index f09f05e971f..5737df06881 100644
--- a/sdk/python/feast/infra/registry/registry.py
+++ b/sdk/python/feast/infra/registry/registry.py
@@ -19,6 +19,7 @@
 from typing import Any, Dict, List, Optional, Union
 from urllib.parse import urlparse
 
+from google.protobuf.duration_pb2 import Duration
 from google.protobuf.internal.containers import RepeatedCompositeFieldContainer
 from google.protobuf.message import Message
 
@@ -453,6 +454,7 @@ def delete_data_source(self, name: str, project: str, commit: bool = True):
     def apply_feature_service(
         self, feature_service: FeatureService, project: str, commit: bool = True
     ):
+        feature_service.prepare_for_apply(self, project, allow_cache=True)
         now = _utc_now()
         if not feature_service.created_timestamp:
             feature_service.created_timestamp = now
@@ -579,20 +581,23 @@ def _update_metadata_fields(
             existing_proto.spec.version = getattr(updated_fv, "version")
 
         # Configuration fields (FeatureView / LabelView TTL)
-        if (
-            hasattr(existing_proto.spec, "ttl")
-            and hasattr(updated_fv, "ttl")
-            and updated_fv.ttl
-        ):
+        # Note: don't gate this on `updated_fv.ttl` being truthy -- None and
+        # timedelta(0) are both the documented way to express "no ttl", and
+        # are falsy, so that check would silently drop the update exactly
+        # when a user clears an existing ttl.
+        if hasattr(existing_proto.spec, "ttl") and hasattr(updated_fv, "ttl"):
             if isinstance(updated_fv, FeatureView):
                 ttl_duration = updated_fv.get_ttl_duration()
-                if ttl_duration:
-                    existing_proto.spec.ttl.CopyFrom(ttl_duration)
+                existing_proto.spec.ttl.CopyFrom(
+                    ttl_duration if ttl_duration is not None else Duration()
+                )
             elif isinstance(updated_fv, LabelView):
-                from google.protobuf.duration_pb2 import Duration
-
                 ttl_duration = Duration()
-                ttl_duration.FromTimedelta(updated_fv.ttl)
+                if updated_fv.ttl is not None:
+                    try:
+                        ttl_duration.FromTimedelta(updated_fv.ttl)
+                    except (ValueError, OverflowError) as e:
+                        raise ValueError(f"Invalid TTL value: {updated_fv.ttl}") from e
                 existing_proto.spec.ttl.CopyFrom(ttl_duration)
         if hasattr(existing_proto.spec, "online") and hasattr(updated_fv, "online"):
             existing_proto.spec.online = getattr(updated_fv, "online")
@@ -1305,11 +1310,19 @@ def list_saved_datasets(
         project: str,
         allow_cache: bool = False,
         tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         registry_proto = self._get_registry_proto(
             project=project, allow_cache=allow_cache
         )
-        return proto_registry_utils.list_saved_datasets(registry_proto, project, tags)
+        return proto_registry_utils.list_saved_datasets(
+            registry_proto,
+            project,
+            tags,
+            namespace=namespace,
+            collection=collection,
+        )
 
     def delete_saved_dataset(self, name: str, project: str, commit: bool = True):
         self._prepare_registry_for_changes(project)
diff --git a/sdk/python/feast/infra/registry/remote.py b/sdk/python/feast/infra/registry/remote.py
index 287eb3fda17..e452ad6bb58 100644
--- a/sdk/python/feast/infra/registry/remote.py
+++ b/sdk/python/feast/infra/registry/remote.py
@@ -489,7 +489,7 @@ def apply_saved_dataset(
         request = RegistryServer_pb2.ApplySavedDatasetRequest(
             saved_dataset=saved_dataset.to_proto(), project=project, commit=commit
         )
-        self.stub.ApplyFeatureService(request)
+        self.stub.ApplySavedDataset(request)
 
     def delete_saved_dataset(self, name: str, project: str, commit: bool = True):
         request = RegistryServer_pb2.DeleteSavedDatasetRequest(
@@ -511,9 +511,15 @@ def list_saved_datasets(
         project: str,
         allow_cache: bool = False,
         tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         request = RegistryServer_pb2.ListSavedDatasetsRequest(
-            project=project, allow_cache=allow_cache, tags=tags
+            project=project,
+            allow_cache=allow_cache,
+            tags=tags,
+            namespace=namespace or "",
+            collection=collection or "",
         )
         response = self.stub.ListSavedDatasets(request)
         return [
diff --git a/sdk/python/feast/infra/registry/snowflake.py b/sdk/python/feast/infra/registry/snowflake.py
index 5590e1b7574..fc75db20e9c 100644
--- a/sdk/python/feast/infra/registry/snowflake.py
+++ b/sdk/python/feast/infra/registry/snowflake.py
@@ -264,6 +264,7 @@ def apply_entity(self, entity: Entity, project: str, commit: bool = True):
     def apply_feature_service(
         self, feature_service: FeatureService, project: str, commit: bool = True
     ):
+        feature_service.prepare_for_apply(self, project, allow_cache=True)
         return self._apply_object(
             "FEATURE_SERVICES",
             project,
@@ -945,13 +946,19 @@ def list_saved_datasets(
         project: str,
         allow_cache: bool = False,
         tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
     ) -> List[SavedDataset]:
         if allow_cache:
             registry_proto = self._refresh_cached_registry_if_necessary()
             return proto_registry_utils.list_saved_datasets(
-                registry_proto, project, tags
+                registry_proto,
+                project,
+                tags,
+                namespace=namespace,
+                collection=collection,
             )
-        return self._list_objects(
+        results = self._list_objects(
             "SAVED_DATASETS",
             project,
             SavedDatasetProto,
@@ -959,6 +966,11 @@ def list_saved_datasets(
             "SAVED_DATASET_PROTO",
             tags=tags,
         )
+        if namespace is not None:
+            results = [sd for sd in results if sd.namespace == namespace]
+        if collection is not None:
+            results = [sd for sd in results if sd.collection == collection]
+        return results
 
     def list_stream_feature_views(
         self,
@@ -1135,6 +1147,10 @@ def apply_materialization(
             FeatureViewNotFoundException,
         )
         fv.materialization_intervals.append((start_date, end_date))
+        if hasattr(fv, "state"):
+            from feast.feature_view import FeatureViewState
+
+            fv.state = FeatureViewState.AVAILABLE_ONLINE
         self._apply_object(
             fv_table_str,
             project,
diff --git a/sdk/python/feast/infra/registry/sql.py b/sdk/python/feast/infra/registry/sql.py
index edd89347be2..4f1b6c174f0 100644
--- a/sdk/python/feast/infra/registry/sql.py
+++ b/sdk/python/feast/infra/registry/sql.py
@@ -4,9 +4,9 @@
 from datetime import datetime, timezone
 from enum import Enum
 from pathlib import Path
-from typing import Any, Callable, Dict, List, Optional, Union, cast
+from typing import Any, Callable, Dict, List, Literal, Optional, Union, cast
 
-from pydantic import StrictInt, StrictStr
+from pydantic import StrictInt, StrictStr, field_validator
 from sqlalchemy import (  # type: ignore
     BigInteger,
     Column,
@@ -26,6 +26,9 @@
     text,
     update,
 )
+from sqlalchemy import (
+    inspect as sa_inspect,
+)
 from sqlalchemy.dialects import mysql
 from sqlalchemy.engine import Engine
 from sqlalchemy.exc import IntegrityError
@@ -306,6 +309,31 @@ class SqlRegistryConfig(RegistryConfig):
     thread_pool_executor_worker_count: StrictInt = 0
     """ int: Number of worker threads to use for asynchronous caching in SQL Registry. If set to 0, it doesn't use ThreadPoolExecutor. """
 
+    schema_mode: Literal["auto", "verify", "skip"] = "auto"
+    """ str: Controls schema creation on startup.
+    'auto' (default) — creates tables if they don't exist (current behavior).
+    'verify' — skips DDL; checks that all expected tables exist and raises an error if any are missing.
+    'skip' — skips both creation and verification. """
+
+    @field_validator("read_path")
+    def validate_read_path(cls, read_path: Optional[str]) -> Optional[str]:
+        # Mirror `RegistryConfig.validate_path`: a bare `postgresql://` read_path
+        # must be rewritten to the psycopg3 driver too, otherwise it silently
+        # falls back to psycopg2 while `path` uses psycopg3.
+        if read_path is not None:
+            return cls._normalize_postgres_scheme(read_path, "read_path")
+        return read_path
+
+
+class FeastRegistrySchemaError(Exception):
+    def __init__(self, missing_tables: List[str]) -> None:
+        tables = ", ".join(missing_tables)
+        super().__init__(
+            f"SQL registry schema is incomplete — missing tables: {tables}. "
+            "Run 'feast registry create-schema' to create them, "
+            "or set schema_mode='auto' to create tables on startup."
+        )
+
 
 class SqlRegistry(CachingRegistry):
     def __init__(
@@ -330,7 +358,12 @@ def __init__(
             )
         else:
             self.read_engine = self.write_engine
-        metadata.create_all(self.write_engine)
+        if registry_config.schema_mode == "auto":
+            metadata.create_all(self.write_engine)
+        elif registry_config.schema_mode == "verify":
+            self._verify_schema(self.write_engine)
+            if self.read_engine is not self.write_engine:
+                self._verify_schema(self.read_engine)
         self._warn_if_narrow_blob_columns(self.write_engine)
         if self.read_engine is not self.write_engine:
             # A read replica can be on a different schema version (e.g. mid
@@ -348,13 +381,25 @@ def __init__(
             cache_ttl_seconds=registry_config.cache_ttl_seconds,
             cache_mode=registry_config.cache_mode,
         )
-        # Sync feast_metadata to projects table
-        # when purge_feast_metadata is set to True, Delete data from
-        # feast_metadata table and list_project_metadata will not return any data
         self._sync_feast_metadata_to_projects_table()
         if not self.purge_feast_metadata:
             self._maybe_init_project_metadata(project)
 
+    @staticmethod
+    def _verify_schema(engine: Engine, registry_metadata: MetaData = metadata) -> None:
+        """Verify that all expected registry tables exist in the database.
+
+        Raises ``FeastRegistrySchemaError`` listing missing tables and
+        suggesting ``feast registry create-schema``.
+        """
+        expected = set(registry_metadata.tables.keys())
+        actual = set(
+            sa_inspect(engine).get_table_names(schema=registry_metadata.schema)
+        )
+        missing = expected - actual
+        if missing:
+            raise FeastRegistrySchemaError(sorted(missing))
+
     @staticmethod
     def _warn_if_narrow_blob_columns(
         engine: Engine, registry_metadata: MetaData = metadata
@@ -1031,6 +1076,7 @@ def apply_feature_view(
     def apply_feature_service(
         self, feature_service: FeatureService, project: str, commit: bool = True
     ):
+        feature_service.prepare_for_apply(self, project, allow_cache=True)
         return self._apply_object(
             feature_services,
             project,
@@ -1076,9 +1122,14 @@ def _list_feature_views(
         )
 
     def _list_saved_datasets(
-        self, project: str, tags: Optional[dict[str, str]] = None, **kwargs
+        self,
+        project: str,
+        tags: Optional[dict[str, str]] = None,
+        namespace: Optional[str] = None,
+        collection: Optional[str] = None,
+        **kwargs,
     ) -> List[SavedDataset]:
-        return self._list_objects(
+        results = self._list_objects(
             saved_datasets,
             project,
             SavedDatasetProto,
@@ -1087,6 +1138,11 @@ def _list_saved_datasets(
             tags=tags,
             **kwargs,
         )
+        if namespace is not None:
+            results = [sd for sd in results if sd.namespace == namespace]
+        if collection is not None:
+            results = [sd for sd in results if sd.collection == collection]
+        return results
 
     def _list_on_demand_feature_views(
         self, project: str, tags: Optional[dict[str, str]], **kwargs
@@ -1217,6 +1273,10 @@ def apply_materialization(
             FeatureViewNotFoundException,
         )
         fv.materialization_intervals.append((start_date, end_date))
+        if hasattr(fv, "state"):
+            from feast.feature_view import FeatureViewState
+
+            fv.state = FeatureViewState.AVAILABLE_ONLINE
         self._apply_object(
             table, project, "feature_view_name", fv, "feature_view_proto"
         )
diff --git a/sdk/python/feast/labeling/label_view.py b/sdk/python/feast/labeling/label_view.py
index e2796006422..754417cc290 100644
--- a/sdk/python/feast/labeling/label_view.py
+++ b/sdk/python/feast/labeling/label_view.py
@@ -221,7 +221,7 @@ def __copy__(self):
 
     def __eq__(self, other):
         if not isinstance(other, LabelView):
-            raise TypeError("Comparisons should only involve LabelView class objects.")
+            return False
 
         if not super().__eq__(other):
             return False
diff --git a/sdk/python/feast/lineage/registry_lineage.py b/sdk/python/feast/lineage/registry_lineage.py
index ce038f4d1ae..0f4c2ac8c83 100644
--- a/sdk/python/feast/lineage/registry_lineage.py
+++ b/sdk/python/feast/lineage/registry_lineage.py
@@ -2,17 +2,102 @@
 Registry lineage generation for Feast objects.
 
 This module provides functionality to generate relationship graphs between
-Feast objects (entities, feature views, data sources, feature services)
-for lineage visualization.
+Feast objects (entities, feature views, data sources, feature services,
+saved datasets) for lineage visualization.
 """
 
 from dataclasses import dataclass
 from enum import Enum
-from typing import Dict, List, Tuple
+from typing import Dict, List, Set, Tuple
 
 from feast.protos.feast.core.Registry_pb2 import Registry
 
 
+def _extract_storage_identifiers(storage) -> Set[str]:
+    """Extract physical location identifiers from a SavedDatasetStorage proto.
+
+    Returns a set of non-empty strings (URIs, table names, paths) that can
+    be matched against DataSource options.
+    """
+    ids: Set[str] = set()
+    if hasattr(storage, "file_storage") and storage.HasField("file_storage"):
+        if storage.file_storage.uri:
+            ids.add(storage.file_storage.uri)
+    if hasattr(storage, "bigquery_storage") and storage.HasField("bigquery_storage"):
+        if storage.bigquery_storage.table:
+            ids.add(storage.bigquery_storage.table)
+    if hasattr(storage, "redshift_storage") and storage.HasField("redshift_storage"):
+        if storage.redshift_storage.table:
+            ids.add(storage.redshift_storage.table)
+    if hasattr(storage, "snowflake_storage") and storage.HasField("snowflake_storage"):
+        if storage.snowflake_storage.table:
+            ids.add(storage.snowflake_storage.table)
+    if hasattr(storage, "spark_storage") and storage.HasField("spark_storage"):
+        if storage.spark_storage.path:
+            ids.add(storage.spark_storage.path)
+        if storage.spark_storage.table:
+            ids.add(storage.spark_storage.table)
+    if hasattr(storage, "trino_storage") and storage.HasField("trino_storage"):
+        if storage.trino_storage.table:
+            ids.add(storage.trino_storage.table)
+    if hasattr(storage, "athena_storage") and storage.HasField("athena_storage"):
+        if storage.athena_storage.table:
+            ids.add(storage.athena_storage.table)
+    return ids
+
+
+def _extract_datasource_identifiers(data_source) -> Set[str]:
+    """Extract physical location identifiers from a DataSource proto.
+
+    Returns a set of non-empty strings (URIs, table names, paths) that can
+    be compared against SavedDatasetStorage identifiers.
+    """
+    ids: Set[str] = set()
+    opts = (
+        data_source.WhichOneof("options")
+        if hasattr(data_source, "WhichOneof")
+        else None
+    )
+    if opts == "file_options" and data_source.file_options.uri:
+        ids.add(data_source.file_options.uri)
+    elif opts == "bigquery_options" and data_source.bigquery_options.table:
+        ids.add(data_source.bigquery_options.table)
+    elif opts == "redshift_options" and data_source.redshift_options.table:
+        ids.add(data_source.redshift_options.table)
+    elif opts == "snowflake_options" and data_source.snowflake_options.table:
+        ids.add(data_source.snowflake_options.table)
+    elif opts == "spark_options":
+        if data_source.spark_options.path:
+            ids.add(data_source.spark_options.path)
+        if data_source.spark_options.table:
+            ids.add(data_source.spark_options.table)
+    elif opts == "trino_options" and data_source.trino_options.table:
+        ids.add(data_source.trino_options.table)
+    elif opts == "athena_options" and data_source.athena_options.table:
+        ids.add(data_source.athena_options.table)
+
+    # Also check batch_source if present (FeatureView's embedded source)
+    if hasattr(data_source, "batch_source") and data_source.HasField("batch_source"):
+        ids.update(_extract_datasource_identifiers(data_source.batch_source))
+
+    return ids
+
+
+def _build_datasource_location_index(registry: Registry) -> Dict[str, str]:
+    """Build a reverse index: physical location → DataSource name.
+
+    Scans all DataSources in the registry and maps each physical identifier
+    (URI, table, path) to the DataSource's name.
+    """
+    location_to_name: Dict[str, str] = {}
+    for ds in registry.data_sources:
+        if not (hasattr(ds, "name") and ds.name):
+            continue
+        for loc_id in _extract_datasource_identifiers(ds):
+            location_to_name[loc_id] = ds.name
+    return location_to_name
+
+
 class FeastObjectType(Enum):
     DATA_SOURCE = "dataSource"
     ENTITY = "entity"
@@ -20,6 +105,7 @@ class FeastObjectType(Enum):
     LABEL_VIEW = "labelView"
     FEATURE_SERVICE = "featureService"
     FEATURE = "feature"
+    SAVED_DATASET = "savedDataset"
 
 
 @dataclass
@@ -228,59 +314,38 @@ def _parse_direct_relationships(self, registry: Registry) -> List[EntityRelation
                     source_items = [(k, v) for k, v in enumerate(odfv.spec.sources)]
 
                 for source_name, source in source_items:
-                    if (
-                        hasattr(source, "request_data_source")
-                        and source.request_data_source
-                    ):
-                        if hasattr(source.request_data_source, "name"):
-                            relationships.append(
-                                EntityRelation(
-                                    source=EntityReference(
-                                        FeastObjectType.DATA_SOURCE,
-                                        source.request_data_source.name,
-                                    ),
-                                    target=EntityReference(
-                                        FeastObjectType.FEATURE_VIEW, odfv.spec.name
-                                    ),
-                                )
+                    has_req = hasattr(source, "HasField") and source.HasField(
+                        "request_data_source"
+                    )
+                    has_fvp = hasattr(source, "HasField") and source.HasField(
+                        "feature_view_projection"
+                    )
+
+                    if has_req and source.request_data_source.name:
+                        relationships.append(
+                            EntityRelation(
+                                source=EntityReference(
+                                    FeastObjectType.DATA_SOURCE,
+                                    source.request_data_source.name,
+                                ),
+                                target=EntityReference(
+                                    FeastObjectType.FEATURE_VIEW, odfv.spec.name
+                                ),
                             )
-                    elif (
-                        hasattr(source, "feature_view_projection")
-                        and source.feature_view_projection
-                    ):
-                        # Find the source feature view's batch source
-                        if hasattr(source.feature_view_projection, "feature_view_name"):
-                            source_fv = next(
-                                (
-                                    fv
-                                    for fv in registry.feature_views
-                                    if hasattr(fv, "spec")
-                                    and fv.spec
-                                    and hasattr(fv.spec, "name")
-                                    and fv.spec.name
-                                    == source.feature_view_projection.feature_view_name
+                        )
+                    elif has_fvp and source.feature_view_projection.feature_view_name:
+                        relationships.append(
+                            EntityRelation(
+                                source=EntityReference(
+                                    FeastObjectType.FEATURE_VIEW,
+                                    source.feature_view_projection.feature_view_name,
+                                ),
+                                target=EntityReference(
+                                    FeastObjectType.FEATURE_VIEW,
+                                    odfv.spec.name,
                                 ),
-                                None,
                             )
-                            if (
-                                source_fv
-                                and hasattr(source_fv, "spec")
-                                and source_fv.spec
-                                and hasattr(source_fv.spec, "batch_source")
-                                and source_fv.spec.batch_source
-                                and hasattr(source_fv.spec.batch_source, "name")
-                            ):
-                                relationships.append(
-                                    EntityRelation(
-                                        source=EntityReference(
-                                            FeastObjectType.DATA_SOURCE,
-                                            source_fv.spec.batch_source.name,
-                                        ),
-                                        target=EntityReference(
-                                            FeastObjectType.FEATURE_VIEW, odfv.spec.name
-                                        ),
-                                    )
-                                )
+                        )
 
         # Stream FeatureView relationships
         for sfv in registry.stream_feature_views:
@@ -390,6 +455,83 @@ def _parse_direct_relationships(self, registry: Registry) -> List[EntityRelation
                         )
                     )
 
+        # SavedDataset relationships
+        ds_location_index = _build_datasource_location_index(registry)
+
+        for saved_dataset in registry.saved_datasets:
+            if hasattr(saved_dataset, "spec") and saved_dataset.spec:
+                # FeatureService -> SavedDataset (when created via a feature service)
+                if (
+                    hasattr(saved_dataset.spec, "feature_service_name")
+                    and saved_dataset.spec.feature_service_name
+                ):
+                    relationships.append(
+                        EntityRelation(
+                            source=EntityReference(
+                                FeastObjectType.FEATURE_SERVICE,
+                                saved_dataset.spec.feature_service_name,
+                            ),
+                            target=EntityReference(
+                                FeastObjectType.SAVED_DATASET,
+                                saved_dataset.spec.name,
+                            ),
+                        )
+                    )
+
+                # FeatureView -> SavedDataset (derived from feature refs "view:feat")
+                if (
+                    hasattr(saved_dataset.spec, "features")
+                    and saved_dataset.spec.features
+                ):
+                    from feast.utils import _parse_feature_ref
+
+                    seen_views: set = set()
+                    for feat_ref in saved_dataset.spec.features:
+                        try:
+                            view_name, _, _ = _parse_feature_ref(feat_ref)
+                        except ValueError:
+                            continue
+                        if view_name and view_name not in seen_views:
+                            seen_views.add(view_name)
+                            relationships.append(
+                                EntityRelation(
+                                    source=EntityReference(
+                                        FeastObjectType.FEATURE_VIEW,
+                                        view_name,
+                                    ),
+                                    target=EntityReference(
+                                        FeastObjectType.SAVED_DATASET,
+                                        saved_dataset.spec.name,
+                                    ),
+                                )
+                            )
+
+                # DataSource -> SavedDataset (matched via storage location)
+                if (
+                    hasattr(saved_dataset.spec, "storage")
+                    and saved_dataset.spec.storage
+                ):
+                    storage_ids = _extract_storage_identifiers(
+                        saved_dataset.spec.storage
+                    )
+                    matched_ds_names: set = set()
+                    for loc_id in storage_ids:
+                        ds_name = ds_location_index.get(loc_id)
+                        if ds_name and ds_name not in matched_ds_names:
+                            matched_ds_names.add(ds_name)
+                            relationships.append(
+                                EntityRelation(
+                                    source=EntityReference(
+                                        FeastObjectType.DATA_SOURCE,
+                                        ds_name,
+                                    ),
+                                    target=EntityReference(
+                                        FeastObjectType.SAVED_DATASET,
+                                        saved_dataset.spec.name,
+                                    ),
+                                )
+                            )
+
         return relationships
 
     def _parse_indirect_relationships(
diff --git a/sdk/python/feast/lineage_server.py b/sdk/python/feast/lineage_server.py
new file mode 100644
index 00000000000..dd4457bee13
--- /dev/null
+++ b/sdk/python/feast/lineage_server.py
@@ -0,0 +1,259 @@
+# Copyright 2026 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+Standalone OpenLineage lineage server.
+
+Runs the OpenLineage consumer as an independent FastAPI application,
+separate from the Feast registry or UI server.  This enables independent
+scaling and deployment of the lineage subsystem.
+
+Usage:
+    feast serve_lineage --host 0.0.0.0 --port 6580
+"""
+
+import asyncio
+import logging
+
+from fastapi import FastAPI
+
+logger = logging.getLogger(__name__)
+
+
+def _build_rbac_callback(store):
+    """Build a namespace-filter callback from the Feast FeatureStore.
+
+    Returns ``None`` when RBAC / authz is not configured, which means
+    "all namespaces visible" in the consumer router.
+    """
+    try:
+        authz_cfg = getattr(store.config, "auth", None) or getattr(
+            store.config, "auth_config", None
+        )
+        if authz_cfg is None:
+            return None
+    except Exception:
+        return None
+
+    ol_pydantic = getattr(store.config, "openlineage", None)
+    if ol_pydantic is None:
+        return None
+
+    from feast.openlineage.config import OpenLineageConfig
+
+    if hasattr(ol_pydantic, "to_openlineage_config"):
+        ol_config = ol_pydantic.to_openlineage_config()
+    elif isinstance(ol_pydantic, dict):
+        ol_config = OpenLineageConfig.from_dict(ol_pydantic)
+    elif isinstance(ol_pydantic, OpenLineageConfig):
+        ol_config = ol_pydantic
+    else:
+        ol_config = None
+
+    if ol_config is None:
+        return None
+
+    consumer_cfg = getattr(ol_config, "consumer", None)
+    ns_map = getattr(consumer_cfg, "namespace_mapping", None) or {}
+
+    def _get_allowed():
+        try:
+            from feast.openlineage.identity import resolve_namespace
+            from feast.permissions.action import AuthzedAction
+            from feast.permissions.security_manager import (
+                get_security_manager,
+                permitted_resources,
+            )
+
+            sm = get_security_manager()
+            if sm is None:
+                return None
+
+            all_projects = store.registry.list_projects(allow_cache=True)
+            if not all_projects:
+                return None
+
+            allowed_projects = permitted_resources(all_projects, AuthzedAction.DESCRIBE)
+            ol_ns_config = getattr(ol_config, "namespace", "feast")
+            allowed_project_names = {p.name for p in allowed_projects}
+
+            namespaces = set()
+            for p in allowed_projects:
+                namespaces.add(resolve_namespace(ol_ns_config, p.name))
+
+            for ext_ns, mapped_project in ns_map.items():
+                if mapped_project in allowed_project_names:
+                    namespaces.add(ext_ns)
+
+            return list(namespaces) if namespaces else None
+        except Exception:
+            return None
+
+    return _get_allowed
+
+
+def create_lineage_app(store) -> FastAPI:
+    """Create the standalone lineage FastAPI application."""
+    from feast.openlineage.config import (
+        OpenLineageConfig,
+        OpenLineageConsumerConfig,
+    )
+    from feast.openlineage.consumer import get_consumer_router
+    from feast.openlineage.processor import OpenLineageProcessor
+    from feast.openlineage.store import OpenLineageStore
+
+    ol_pydantic = getattr(store.config, "openlineage", None)
+    if ol_pydantic is None:
+        raise ValueError(
+            "OpenLineage configuration is required. "
+            "Add 'openlineage' section to feature_store.yaml."
+        )
+
+    if hasattr(ol_pydantic, "to_openlineage_config"):
+        ol_config = ol_pydantic.to_openlineage_config()
+    elif isinstance(ol_pydantic, dict):
+        ol_config = OpenLineageConfig.from_dict(ol_pydantic)
+    elif isinstance(ol_pydantic, OpenLineageConfig):
+        ol_config = ol_pydantic
+    else:
+        consumer_dict = getattr(ol_pydantic, "consumer", None)
+        if consumer_dict is None:
+            raise ValueError("OpenLineage consumer configuration is required.")
+        if isinstance(consumer_dict, dict):
+            consumer = OpenLineageConsumerConfig.from_dict(consumer_dict)
+        else:
+            consumer = OpenLineageConsumerConfig(
+                enabled=getattr(consumer_dict, "enabled", False),
+                store_type=getattr(consumer_dict, "store_type", "sql"),
+                connection_string=getattr(consumer_dict, "connection_string", None),
+                api_key=getattr(consumer_dict, "api_key", None),
+                namespace_mapping=getattr(consumer_dict, "namespace_mapping", None)
+                or {},
+                retention_days=getattr(consumer_dict, "retention_days", 30),
+                retention_check_interval_hours=getattr(
+                    consumer_dict, "retention_check_interval_hours", 6
+                ),
+            )
+        ol_config = OpenLineageConfig(
+            enabled=getattr(ol_pydantic, "enabled", False),
+            consumer=consumer,
+        )
+
+    consumer_config = getattr(ol_config, "consumer", None)
+    if consumer_config is None or not consumer_config.enabled:
+        raise ValueError(
+            "OpenLineage consumer must be enabled for the lineage server. "
+            "Set openlineage.consumer.enabled: true in feature_store.yaml."
+        )
+
+    if consumer_config.connection_string:
+        ol_store = OpenLineageStore(connection_string=consumer_config.connection_string)
+    else:
+        registry_config = store.config.registry
+        registry_path = getattr(registry_config, "path", None)
+        if isinstance(registry_config, dict):
+            registry_path = registry_config.get("path")
+        if not registry_path:
+            raise ValueError(
+                "OpenLineage consumer requires a SQL database. "
+                "Set openlineage.consumer.connection_string or use a SQL registry."
+            )
+        ol_store = OpenLineageStore(connection_string=registry_path)
+
+    ol_store.initialize()
+
+    ns_mapping = consumer_config.namespace_mapping
+    if isinstance(ns_mapping, type(None)):
+        ns_mapping = {}
+
+    processor = OpenLineageProcessor(
+        store=ol_store,
+        namespace_mapping=ns_mapping,
+    )
+
+    get_allowed_namespaces = _build_rbac_callback(store)
+
+    consumer_router = get_consumer_router(
+        config=ol_config,
+        store=ol_store,
+        processor=processor,
+        get_allowed_namespaces=get_allowed_namespaces,
+    )
+
+    app = FastAPI(
+        title="Feast OpenLineage Server",
+        description="Standalone OpenLineage consumer for Feast lineage data",
+        version="1.0.0",
+        docs_url="/",
+        redoc_url="/docs",
+    )
+    app.include_router(consumer_router, prefix="/api/v1")
+
+    retention_days = getattr(consumer_config, "retention_days", 30)
+    check_hours = getattr(consumer_config, "retention_check_interval_hours", 6)
+    rbac_enabled = get_allowed_namespaces is not None
+
+    @app.on_event("startup")
+    async def _on_startup():
+        logger.info("=" * 60)
+        logger.info("Feast OpenLineage Server (standalone)")
+        logger.info("-" * 60)
+        logger.info(f"  Project:    {store.config.project}")
+        logger.info(f"  Store type: {consumer_config.store_type}")
+        logger.info(f"  RBAC:       {'enabled' if rbac_enabled else 'disabled'}")
+        if retention_days > 0:
+            logger.info(f"  Retention:  {retention_days}d (check every {check_hours}h)")
+            asyncio.create_task(_retention_loop())
+        else:
+            logger.info("  Retention:  disabled")
+        logger.info("  Endpoints:  POST /api/v1/lineage")
+        logger.info("=" * 60)
+
+    if retention_days > 0:
+
+        async def _retention_loop():
+            interval_s = max(check_hours, 1) * 3600
+            await asyncio.sleep(30)
+            while True:
+                try:
+                    ol_store.prune_expired(retention_days)
+                    logger.info("OpenLineage retention prune completed")
+                except Exception as prune_err:
+                    logger.warning(f"OpenLineage retention prune failed: {prune_err}")
+                await asyncio.sleep(interval_s)
+
+    return app
+
+
+def start_lineage_server(
+    store,
+    host: str = "0.0.0.0",
+    port: int = 6580,
+    tls_key_path: str = "",
+    tls_cert_path: str = "",
+):
+    """Start the standalone OpenLineage lineage server."""
+    app = create_lineage_app(store)
+
+    ssl_kwargs: dict = {}
+    scheme = "http"
+    if tls_key_path and tls_cert_path:
+        ssl_kwargs["ssl_keyfile"] = tls_key_path
+        ssl_kwargs["ssl_certfile"] = tls_cert_path
+        scheme = "https"
+
+    import uvicorn
+
+    logger.info(f"Starting Feast OpenLineage server on {scheme}://{host}:{port}")
+    uvicorn.run(app, host=host, port=port, **ssl_kwargs)
diff --git a/sdk/python/feast/metrics.py b/sdk/python/feast/metrics.py
index 13a855d587b..85c0ceadabe 100644
--- a/sdk/python/feast/metrics.py
+++ b/sdk/python/feast/metrics.py
@@ -572,11 +572,23 @@ def init_worker_monitoring():
         t.start()
 
 
+def init_worker_freshness_monitoring(store: "FeatureStore"):
+    """Start feature-freshness monitoring inside a Gunicorn worker process.
+
+    Called from the ``post_worker_init`` hook so that each worker starts
+    its own freshness monitoring after the fork, not before.
+    """
+    if _config.freshness:
+        t = threading.Thread(target=monitor_freshness, args=(store, 30), daemon=True)
+        t.start()
+
+
 def start_metrics_server(
     store: "FeatureStore",
     port: int = 8000,
     metrics_config: Optional["_MetricsFlags"] = None,
     start_resource_monitoring: bool = True,
+    start_freshness_monitoring: bool = True,
 ):
     """
     Start the Prometheus metrics HTTP server and background monitoring threads.
@@ -593,6 +605,10 @@ def start_metrics_server(
             monitoring thread.  Set to ``False`` when Gunicorn will
             fork workers — the ``post_worker_init`` hook starts
             per-worker monitoring instead.
+        start_freshness_monitoring: Whether to start the feature-freshness
+            thread here.  Set to ``False`` when Gunicorn will fork
+            workers — the ``post_worker_init`` hook starts per-worker
+            freshness monitoring instead.
     """
     global _config
 
@@ -632,7 +648,7 @@ def start_metrics_server(
         )
         resource_thread.start()
 
-    if _config.freshness:
+    if _config.freshness and start_freshness_monitoring:
         freshness_thread = threading.Thread(
             target=monitor_freshness, args=(store, 30), daemon=True
         )
diff --git a/sdk/python/feast/mlflow_integration/config.py b/sdk/python/feast/mlflow_integration/config.py
index db1d18eb080..5465f18555a 100644
--- a/sdk/python/feast/mlflow_integration/config.py
+++ b/sdk/python/feast/mlflow_integration/config.py
@@ -29,6 +29,19 @@ def resolve_tracking_uri(configured_uri: Optional[str] = None) -> Optional[str]:
     return os.environ.get("MLFLOW_TRACKING_URI")
 
 
+def resolve_ui_url(configured_url: Optional[str] = None) -> Optional[str]:
+    """Return the browser-reachable MLflow UI URL for hyperlinks.
+
+    Priority:
+      1. Explicitly configured ui_url from feature_store.yaml
+      2. MLFLOW_UI_URL environment variable
+      3. None — callers fall back to tracking_uri (works for local dev)
+    """
+    if configured_url:
+        return configured_url
+    return os.environ.get("MLFLOW_UI_URL")
+
+
 class MlflowConfig(FeastBaseModel):
     enabled: StrictBool = False
     """ bool: Whether MLflow integration is enabled. Defaults to False. """
@@ -38,6 +51,13 @@ class MlflowConfig(FeastBaseModel):
         environment variable is used. If neither is set, MLflow falls back
         to its own default (local ./mlruns directory). """
 
+    ui_url: Optional[StrictStr] = None
+    """ str: Browser-reachable MLflow UI URL used for hyperlinks in Feast UI
+        lineage pages. When not set, the MLFLOW_UI_URL environment variable
+        is used. If neither is set, falls back to tracking_uri. On
+        operator-managed deployments, this is auto-discovered from the MLflow
+        CR status.url (the external gateway route). """
+
     auto_log: StrictBool = True
     """ bool: Automatically log feature retrieval metadata to the active
         MLflow run when get_historical_features or get_online_features is
@@ -63,3 +83,12 @@ class MlflowConfig(FeastBaseModel):
     def get_tracking_uri(self) -> Optional[str]:
         """Resolve the effective tracking URI for this config instance."""
         return resolve_tracking_uri(self.tracking_uri)
+
+    def get_ui_url(self) -> Optional[str]:
+        """Resolve the browser-reachable UI URL for lineage hyperlinks.
+
+        Falls back to tracking_uri when no explicit ui_url is configured,
+        which is correct for local/non-operator deployments where the
+        tracking URI is already browser-reachable.
+        """
+        return resolve_ui_url(self.ui_url) or self.get_tracking_uri()
diff --git a/sdk/python/feast/offline_server.py b/sdk/python/feast/offline_server.py
index e130544445f..e82b5239767 100644
--- a/sdk/python/feast/offline_server.py
+++ b/sdk/python/feast/offline_server.py
@@ -7,37 +7,6 @@
 from datetime import datetime
 from typing import Any, Dict, List, Optional, cast
 
-import click
-import pyarrow as pa
-import pyarrow.flight as fl
-from google.protobuf.json_format import Parse
-
-from feast import FeatureStore, FeatureView, utils
-from feast.arrow_error_handler import arrow_server_error_handling_decorator
-from feast.data_source import DataSource
-from feast.errors import FeatureViewNotFoundException
-from feast.feature_logging import FeatureServiceLoggingSource
-from feast.feature_view import DUMMY_ENTITY_NAME
-from feast.infra.offline_stores.offline_utils import get_offline_store_from_config
-from feast.permissions.action import AuthzedAction
-from feast.permissions.security_manager import assert_permissions
-from feast.permissions.server.arrow import (
-    AuthorizationMiddlewareFactory,
-    inject_user_details_decorator,
-)
-from feast.permissions.server.utils import (
-    AuthManagerType,
-    ServerType,
-    init_auth_manager,
-    init_security_manager,
-    str_to_auth_manager_type,
-)
-from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto
-from feast.saved_dataset import SavedDatasetStorage
-
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.INFO)
-
 _FIPS_CIPHER_SUITES = ":".join(
     [
         "ECDHE-RSA-AES128-GCM-SHA256",
@@ -55,14 +24,60 @@ def _is_fips_enabled() -> bool:
         with open("/proc/sys/crypto/fips_enabled") as f:
             return f.read().strip() == "1"
     except (FileNotFoundError, PermissionError, OSError):
-        logger.debug("Could not detect FIPS mode (Linux-only feature)")
         return False
 
 
-def _configure_grpc_fips() -> None:
+def _configure_grpc_fips() -> bool:
     if _is_fips_enabled() and "GRPC_SSL_CIPHER_SUITES" not in os.environ:
         os.environ["GRPC_SSL_CIPHER_SUITES"] = _FIPS_CIPHER_SUITES
-        logger.info("FIPS mode detected, configured FIPS-compliant gRPC cipher suites.")
+        return True
+    return False
+
+
+# On FIPS-enabled systems (notably IBM Power ppc64le), gRPC reads
+# GRPC_SSL_CIPHER_SUITES during shared-library initialization.  The env var
+# must be set before any gRPC-linked module (pyarrow.flight) is imported.
+_fips_configured = _configure_grpc_fips()
+
+import click  # noqa: E402
+import pyarrow as pa  # noqa: E402
+import pyarrow.flight as fl  # noqa: E402
+from google.protobuf.json_format import Parse  # noqa: E402
+
+from feast import FeatureStore, FeatureView, utils  # noqa: E402
+from feast.arrow_error_handler import (  # noqa: E402
+    arrow_server_error_handling_decorator,
+)
+from feast.data_source import DataSource  # noqa: E402
+from feast.errors import FeatureViewNotFoundException  # noqa: E402
+from feast.feature_logging import FeatureServiceLoggingSource  # noqa: E402
+from feast.feature_view import DUMMY_ENTITY_NAME  # noqa: E402
+from feast.infra.offline_stores.offline_utils import (  # noqa: E402
+    get_offline_store_from_config,
+)
+from feast.permissions.action import AuthzedAction  # noqa: E402
+from feast.permissions.security_manager import assert_permissions  # noqa: E402
+from feast.permissions.server.arrow import (  # noqa: E402
+    AuthorizationMiddlewareFactory,
+    inject_user_details_decorator,
+)
+from feast.permissions.server.utils import (  # noqa: E402
+    AuthManagerType,
+    ServerType,
+    init_auth_manager,
+    init_security_manager,
+    str_to_auth_manager_type,
+)
+from feast.protos.feast.core.DataSource_pb2 import (  # noqa: E402
+    DataSource as DataSourceProto,
+)
+from feast.saved_dataset import SavedDatasetStorage  # noqa: E402
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+if _fips_configured:
+    logger.info("FIPS mode detected, configured FIPS-compliant gRPC cipher suites.")
 
 
 class OfflineServer(fl.FlightServerBase):
diff --git a/sdk/python/feast/on_demand_feature_view.py b/sdk/python/feast/on_demand_feature_view.py
index bf2d34666cf..3ab188da334 100644
--- a/sdk/python/feast/on_demand_feature_view.py
+++ b/sdk/python/feast/on_demand_feature_view.py
@@ -459,9 +459,7 @@ def _schema_or_udf_changed(self, other: "BaseFeatureView") -> bool:
 
     def __eq__(self, other):
         if not isinstance(other, OnDemandFeatureView):
-            raise TypeError(
-                "Comparisons should only involve OnDemandFeatureView class objects."
-            )
+            return False
 
         # Note, no longer evaluating the base feature view layer as ODFVs can have
         # multiple datasources and a base_feature_view only has one source
diff --git a/sdk/python/feast/online_response.py b/sdk/python/feast/online_response.py
index 7b6b4806e4d..9ee1e65074d 100644
--- a/sdk/python/feast/online_response.py
+++ b/sdk/python/feast/online_response.py
@@ -13,7 +13,7 @@
 # limitations under the License.
 
 import uuid as uuid_module
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, TypeAlias, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
 
 import pandas as pd
 import pyarrow as pa
@@ -25,11 +25,9 @@
 from feast.value_type import ValueType
 
 if TYPE_CHECKING:
-    import torch
-
-    TorchTensor: TypeAlias = torch.Tensor
+    from torch import Tensor as TorchTensor
 else:
-    TorchTensor: TypeAlias = Any
+    TorchTensor = Any
 
 TIMESTAMP_POSTFIX: str = "__ts"
 
diff --git a/sdk/python/feast/openlineage/__init__.py b/sdk/python/feast/openlineage/__init__.py
index b3c44849788..4edf71789a2 100644
--- a/sdk/python/feast/openlineage/__init__.py
+++ b/sdk/python/feast/openlineage/__init__.py
@@ -66,9 +66,18 @@
     FeastEntityFacet,
     FeastFeatureServiceFacet,
     FeastFeatureViewFacet,
+    FeastJobKindFacet,
     FeastMaterializationFacet,
+    FeastOnlineStoreFacet,
     FeastProjectFacet,
 )
+from feast.openlineage.identity import (
+    FeastJobKind,
+    LineageParentContext,
+    materialize_job_name,
+    resolve_namespace,
+    spark_compute_job_name,
+)
 
 __all__ = [
     # Main classes (used internally by native integration)
@@ -76,11 +85,19 @@
     "FeastOpenLineageEmitter",
     "OpenLineageConfig",
     "OpenLineageConsumerConfig",
+    # Identity / context
+    "FeastJobKind",
+    "LineageParentContext",
+    "materialize_job_name",
+    "resolve_namespace",
+    "spark_compute_job_name",
     # Facets (custom Feast metadata in lineage events)
     "FeastFeatureViewFacet",
     "FeastFeatureServiceFacet",
     "FeastDataSourceFacet",
     "FeastEntityFacet",
+    "FeastOnlineStoreFacet",
     "FeastMaterializationFacet",
     "FeastProjectFacet",
+    "FeastJobKindFacet",
 ]
diff --git a/sdk/python/feast/openlineage/client.py b/sdk/python/feast/openlineage/client.py
index d97bc482663..63436fe26bb 100644
--- a/sdk/python/feast/openlineage/client.py
+++ b/sdk/python/feast/openlineage/client.py
@@ -275,6 +275,7 @@ def emit_job_event(
         inputs: Optional[List[Any]] = None,
         outputs: Optional[List[Any]] = None,
         job_facets: Optional[Dict[str, Any]] = None,
+        namespace: Optional[str] = None,
     ) -> bool:
         """
         Emit a JobEvent for a Feast job definition.
@@ -284,6 +285,7 @@ def emit_job_event(
             inputs: List of input datasets
             outputs: List of output datasets
             job_facets: Job facets
+            namespace: Optional namespace for the job (defaults to client namespace)
 
         Returns:
             True if successful, False otherwise
@@ -297,7 +299,7 @@ def emit_job_event(
             event = JobEvent(
                 eventTime=datetime.now(timezone.utc).isoformat(),
                 job=Job(
-                    namespace=self.namespace,
+                    namespace=namespace or self.namespace,
                     name=job_name,
                     facets=job_facets or {},
                 ),
diff --git a/sdk/python/feast/openlineage/config.py b/sdk/python/feast/openlineage/config.py
index 9380df3b8cf..4389c03507d 100644
--- a/sdk/python/feast/openlineage/config.py
+++ b/sdk/python/feast/openlineage/config.py
@@ -16,6 +16,7 @@
 Configuration classes for Feast OpenLineage integration.
 """
 
+import json
 import os
 from dataclasses import dataclass, field
 from typing import Any, Dict, Optional
@@ -31,7 +32,21 @@ class OpenLineageConsumerConfig:
         store_type: Storage backend type ('sql' uses the SQL registry DB)
         connection_string: Optional separate DB connection string
         api_key: API key for authenticating producers sending events
-        namespace_mapping: Map of OL namespace -> Feast project for RBAC scoping
+        namespace_mapping: Read-side RBAC bridge mapping external OpenLineage
+            namespaces to Feast project names. When a user can DESCRIBE a Feast
+            project, they also see lineage from any external namespace mapped to
+            that project. Also used during ingest to resolve incoming datasets to
+            Feast registry objects. Example:
+            {"spark://ml-team": "ml_team", "airflow://prod-cluster": "ml_team"}
+        retention_days: Number of days to retain OpenLineage events and runs.
+            Events older than this are automatically pruned. Set to 0 to disable
+            pruning (keep everything). Default: 30 days.
+        retention_check_interval_hours: How often the background pruning runs,
+            in hours. Default: 6 hours.
+        standalone_server: When true, the retention background task is
+            delegated to the standalone lineage server (feast serve_lineage).
+            All consumer API endpoints remain available on both servers.
+            Set automatically by the operator when lineageServer is configured.
     """
 
     enabled: bool = False
@@ -39,6 +54,9 @@ class OpenLineageConsumerConfig:
     connection_string: Optional[str] = None
     api_key: Optional[str] = None
     namespace_mapping: Dict[str, str] = field(default_factory=dict)
+    retention_days: int = 30
+    retention_check_interval_hours: int = 6
+    standalone_server: bool = False
 
     @classmethod
     def from_dict(cls, config_dict: Dict[str, Any]) -> "OpenLineageConsumerConfig":
@@ -48,6 +66,11 @@ def from_dict(cls, config_dict: Dict[str, Any]) -> "OpenLineageConsumerConfig":
             connection_string=config_dict.get("connection_string"),
             api_key=config_dict.get("api_key"),
             namespace_mapping=config_dict.get("namespace_mapping", {}),
+            retention_days=int(config_dict.get("retention_days", 30)),
+            retention_check_interval_hours=int(
+                config_dict.get("retention_check_interval_hours", 6)
+            ),
+            standalone_server=config_dict.get("standalone_server", False),
         )
 
     def to_dict(self) -> Dict[str, Any]:
@@ -57,6 +80,9 @@ def to_dict(self) -> Dict[str, Any]:
             "connection_string": self.connection_string,
             "api_key": self.api_key,
             "namespace_mapping": self.namespace_mapping,
+            "retention_days": self.retention_days,
+            "retention_check_interval_hours": self.retention_check_interval_hours,
+            "standalone_server": self.standalone_server,
         }
 
 
@@ -139,16 +165,36 @@ def from_env(cls) -> "OpenLineageConfig":
             FEAST_OPENLINEAGE_API_KEY: API key for authentication
             FEAST_OPENLINEAGE_NAMESPACE: Default namespace (default: feast)
             FEAST_OPENLINEAGE_PRODUCER: Producer identifier
+            FEAST_OPENLINEAGE_CONSUMER_NAMESPACE_MAPPING: JSON object mapping external
+                OL namespaces to Feast project names for RBAC scoping.
+                Example: '{"spark://ml-team": "ml_team", "airflow://prod-cluster": "prod"}'
 
         Returns:
             OpenLineageConfig instance
         """
+        ns_mapping_raw = os.getenv("FEAST_OPENLINEAGE_CONSUMER_NAMESPACE_MAPPING", "")
+        ns_mapping: Dict[str, str] = {}
+        if ns_mapping_raw:
+            try:
+                ns_mapping = json.loads(ns_mapping_raw)
+            except json.JSONDecodeError:
+                pass
+
         consumer = OpenLineageConsumerConfig(
             enabled=os.getenv("FEAST_OPENLINEAGE_CONSUMER_ENABLED", "false").lower()
             == "true",
             store_type=os.getenv("FEAST_OPENLINEAGE_CONSUMER_STORE_TYPE", "sql"),
             connection_string=os.getenv("FEAST_OPENLINEAGE_CONSUMER_CONNECTION_STRING"),
             api_key=os.getenv("FEAST_OPENLINEAGE_CONSUMER_API_KEY"),
+            namespace_mapping=ns_mapping,
+            retention_days=int(
+                os.getenv("FEAST_OPENLINEAGE_CONSUMER_RETENTION_DAYS", "30")
+            ),
+            retention_check_interval_hours=int(
+                os.getenv(
+                    "FEAST_OPENLINEAGE_CONSUMER_RETENTION_CHECK_INTERVAL_HOURS", "6"
+                )
+            ),
         )
 
         return cls(
diff --git a/sdk/python/feast/openlineage/consumer.py b/sdk/python/feast/openlineage/consumer.py
index 995de4d131f..886fc680baa 100644
--- a/sdk/python/feast/openlineage/consumer.py
+++ b/sdk/python/feast/openlineage/consumer.py
@@ -75,6 +75,10 @@ def get_consumer_router(
     """
     Create FastAPI router for the OpenLineage consumer endpoints.
 
+    All endpoints (read and write) are always mounted. When deployed
+    alongside a standalone lineage server, both servers share the same
+    SQL database so full API parity is safe.
+
     Args:
         config: OpenLineage configuration with consumer settings
         store: The lineage store instance
@@ -82,11 +86,11 @@ def get_consumer_router(
         get_allowed_namespaces: Optional callable that returns allowed namespaces
             for the current user (for RBAC filtering). If None, all namespaces visible.
     """
-    router = APIRouter()
+    router = APIRouter(tags=["OpenLineage"])
 
     # ── Producer-facing: receive events ──
 
-    @router.post("/v1/lineage")
+    @router.post("/lineage")
     async def receive_lineage_event(
         request: Request,
         x_api_key: Optional[str] = Header(None, alias="X-API-Key"),
@@ -97,6 +101,13 @@ async def receive_lineage_event(
 
         Compatible with the standard OpenLineage API endpoint.
         Accepts RunEvent, DatasetEvent, or JobEvent.
+
+        The router defines POST /lineage; the full path depends on
+        the server mount:
+        - UI server (mounted at /api/v1):  POST /api/v1/lineage
+        - REST server (root_path=/api/v1): POST /lineage
+          When behind a reverse proxy, the proxy strips /api/v1,
+          so external clients use POST /api/v1/lineage in both cases.
         """
         api_key = getattr(config, "consumer_api_key", None)
         if not _verify_api_key(api_key, x_api_key, authorization):
@@ -130,7 +141,7 @@ async def receive_lineage_event(
                 logger.error(f"Failed to process event: {e}")
                 raise HTTPException(status_code=500, detail=str(e))
 
-    @router.post("/v1/lineage/batch")
+    @router.post("/lineage/batch")
     async def receive_lineage_batch(
         request: Request,
         x_api_key: Optional[str] = Header(None, alias="X-API-Key"),
@@ -202,6 +213,8 @@ def list_events(
     ):
         """List stored OpenLineage events with optional filtering."""
         ns_filter = _get_namespace_filter(get_allowed_namespaces)
+        if namespace and ns_filter is not None and namespace not in ns_filter:
+            return {"events": [], "total": 0}
         events = store.get_events(
             namespace=namespace,
             job_name=job_name,
@@ -257,21 +270,58 @@ def get_lineage_graph(
         )
         return graph
 
+    @router.get("/lineage/openlineage/namespaces")
+    def list_namespaces():
+        """List all distinct namespaces known to the lineage store."""
+        ns_filter = _get_namespace_filter(get_allowed_namespaces)
+        all_ns = store.get_all_namespaces()
+        if ns_filter is not None:
+            all_ns = [ns for ns in all_ns if ns in ns_filter]
+        return {"namespaces": all_ns}
+
     @router.get("/lineage/openlineage/graph")
-    def get_full_lineage_graph():
+    def get_full_lineage_graph(
+        namespace: Optional[str] = Query(None),
+        limit: int = Query(0, ge=0, le=10000),
+        offset: int = Query(0, ge=0),
+    ):
         """
-        Get all lineage edges (RBAC-filtered by namespace).
+        Get all lineage nodes and edges (RBAC-filtered by namespace).
+
+        Optional query params:
+        - namespace: filter to a single namespace
+        - limit/offset: paginate nodes (0 = no limit)
 
         Includes symlink edges that connect datasets across producers
         when they reference the same physical data (via SymlinksDatasetFacet
         or matching dataSource URIs).
         """
         ns_filter = _get_namespace_filter(get_allowed_namespaces)
-        edges = store.get_all_lineage_edges(namespaces=ns_filter)
-        datasets = store.get_datasets(namespaces=ns_filter)
-        jobs = store.get_jobs(namespaces=ns_filter)
+        if namespace:
+            if ns_filter is not None and namespace not in ns_filter:
+                return {"nodes": [], "edges": [], "symlinks": []}
+            ns_filter = [namespace]
 
-        nodes = []
+        total_datasets = store.count_datasets(namespaces=ns_filter)
+        total_jobs = store.count_jobs(namespaces=ns_filter)
+        total_nodes = total_datasets + total_jobs
+
+        if limit > 0:
+            datasets = store.get_datasets(
+                namespaces=ns_filter, limit=limit, offset=offset
+            )
+            remaining = max(0, limit - len(datasets))
+            job_offset = max(0, offset - total_datasets)
+            jobs = (
+                store.get_jobs(namespaces=ns_filter, limit=remaining, offset=job_offset)
+                if remaining > 0 and offset + limit > total_datasets
+                else []
+            )
+        else:
+            datasets = store.get_datasets(namespaces=ns_filter)
+            jobs = store.get_jobs(namespaces=ns_filter)
+
+        nodes: list = []
         for ds in datasets:
             facets = _safe_parse_json(ds.get("facets_json"))
             schema = _safe_parse_json(ds.get("schema_json"))
@@ -304,9 +354,28 @@ def get_full_lineage_graph():
                 }
             )
 
+        edges = store.get_all_lineage_edges(namespaces=ns_filter)
         symlinks = store.get_all_symlinks()
+        for sl in symlinks:
+            edges.append(
+                {
+                    "source_type": "dataset",
+                    "source_namespace": sl["dataset_namespace"],
+                    "source_name": sl["dataset_name"],
+                    "target_type": "dataset",
+                    "target_namespace": sl["linked_namespace"],
+                    "target_name": sl["linked_name"],
+                    "edge_type": "symlink",
+                    "updated_at": sl.get("updated_at"),
+                }
+            )
 
-        return {"nodes": nodes, "edges": edges, "symlinks": symlinks}
+        return {
+            "nodes": nodes,
+            "edges": edges,
+            "symlinks": symlinks,
+            "total_nodes": total_nodes,
+        }
 
     # ── Run history endpoints ──
 
@@ -318,11 +387,15 @@ def list_runs(
         offset: int = Query(0, ge=0),
     ):
         """List runs, optionally filtered by job namespace and name."""
+        ns_filter = _get_namespace_filter(get_allowed_namespaces)
+        if job_namespace and ns_filter is not None and job_namespace not in ns_filter:
+            return {"runs": [], "total": 0}
         runs = store.get_runs(
             job_namespace=job_namespace,
             job_name=job_name,
             limit=limit,
             offset=offset,
+            namespaces=ns_filter if not job_namespace else None,
         )
         return {"runs": runs, "total": len(runs)}
 
@@ -332,8 +405,50 @@ def get_run_detail(run_id: str):
         run = store.get_run_detail(run_id)
         if not run:
             raise HTTPException(status_code=404, detail=f"Run {run_id} not found")
+        ns_filter = _get_namespace_filter(get_allowed_namespaces)
+        if ns_filter is not None:
+            run_ns = run.get("job_namespace")
+            if run_ns and run_ns not in ns_filter:
+                raise HTTPException(status_code=404, detail=f"Run {run_id} not found")
         return run
 
+    @router.get("/lineage/openlineage/retention")
+    def get_retention_status():
+        """Return retention configuration and current storage stats."""
+        consumer_config = getattr(config, "consumer", None)
+        retention_days = (
+            getattr(consumer_config, "retention_days", 30) if consumer_config else 30
+        )
+        check_hours = (
+            getattr(consumer_config, "retention_check_interval_hours", 6)
+            if consumer_config
+            else 6
+        )
+        stats = store.get_retention_stats()
+        return {
+            "retention_days": retention_days,
+            "retention_enabled": retention_days > 0,
+            "check_interval_hours": check_hours,
+            "storage": stats,
+        }
+
+    @router.post("/lineage/openlineage/retention/prune")
+    async def trigger_prune(
+        x_api_key: Optional[str] = Header(None, alias="X-API-Key"),
+        authorization: Optional[str] = Header(None),
+    ):
+        """Manually trigger retention pruning."""
+        if not _verify_api_key(config.consumer_api_key, x_api_key, authorization):
+            raise HTTPException(status_code=401, detail="Invalid API key")
+        consumer_config = getattr(config, "consumer", None)
+        retention_days = (
+            getattr(consumer_config, "retention_days", 30) if consumer_config else 30
+        )
+        if retention_days <= 0:
+            return {"message": "Retention pruning is disabled (retention_days=0)"}
+        deleted = store.prune_expired(retention_days)
+        return {"message": "Pruning completed", "deleted": deleted}
+
     def _get_namespace_filter(ns_callable) -> Optional[List[str]]:
         if ns_callable:
             try:
diff --git a/sdk/python/feast/openlineage/emitter.py b/sdk/python/feast/openlineage/emitter.py
index b20168186c8..a93eca7f23d 100644
--- a/sdk/python/feast/openlineage/emitter.py
+++ b/sdk/python/feast/openlineage/emitter.py
@@ -97,25 +97,88 @@ def namespace(self) -> str:
         """Get the default namespace."""
         return self._config.namespace
 
+    def namespace_for(self, project: str) -> str:
+        """Public OpenLineage namespace for a Feast project."""
+        from feast.openlineage.identity import resolve_namespace
+
+        return resolve_namespace(self._config.namespace, project)
+
     def _get_namespace(self, project: str) -> str:
-        """
-        Get the OpenLineage namespace for a project.
+        """Backward-compatible alias for :meth:`namespace_for`."""
+        return self.namespace_for(project)
 
-        By default, uses the Feast project name as the namespace.
-        If an explicit namespace is configured (not the default "feast"),
-        it will be used as a prefix: {namespace}/{project}
+    @staticmethod
+    def _match_storage_to_datasources(
+        saved_dataset: Any,
+        registered_data_sources: Optional[List[Any]],
+    ) -> List[str]:
+        """Match a SavedDataset's storage location against registered DataSources.
 
-        Args:
-            project: Feast project name
+        Compares the physical identifiers (URI, table, path) from the
+        SavedDataset's storage with those from each registered DataSource.
 
         Returns:
-            OpenLineage namespace string
+            List of matched DataSource names.
+        """
+        if not registered_data_sources or not hasattr(saved_dataset, "storage"):
+            return []
+
+        try:
+            storage_proto = saved_dataset.storage.to_proto()
+        except Exception:
+            return []
+
+        from feast.lineage.registry_lineage import (
+            _extract_datasource_identifiers,
+            _extract_storage_identifiers,
+        )
+
+        storage_ids = _extract_storage_identifiers(storage_proto)
+        if not storage_ids:
+            return []
+
+        matched: List[str] = []
+        seen: set = set()
+        for ds in registered_data_sources:
+            if not hasattr(ds, "name") or not ds.name or ds.name in seen:
+                continue
+            try:
+                ds_ids = _extract_datasource_identifiers(ds.to_proto())
+            except Exception:
+                continue
+            if storage_ids & ds_ids:
+                seen.add(ds.name)
+                matched.append(ds.name)
+        return matched
+
+    def _job_kind_facets(self, kind: str, project: str) -> Dict[str, Any]:
+        from feast.openlineage.facets import FeastJobKindFacet
+        from feast.openlineage.identity import FeastJobKind
+
+        kind_value = kind.value if isinstance(kind, FeastJobKind) else str(kind)
+        return {
+            "feast_jobKind": FeastJobKindFacet(
+                kind=kind_value,
+                feast_project=project,
+            )
+        }
+
+    def teardown_project(self, project: str) -> None:
+        """Purge consumer-store lineage for this project's namespace.
+
+        No-op when the OpenLineage consumer is disabled or has no connection.
         """
-        # If namespace is default "feast", just use project name
-        if self._config.namespace == "feast":
-            return project
-        # If custom namespace is configured, use it as prefix
-        return f"{self._config.namespace}/{project}"
+        consumer_cfg = getattr(self._config, "consumer", None)
+        if not consumer_cfg or not getattr(consumer_cfg, "enabled", False):
+            return
+        conn_str = getattr(consumer_cfg, "connection_string", None)
+        if not conn_str:
+            return
+        from feast.openlineage.store import OpenLineageStore
+
+        OpenLineageStore(connection_string=conn_str).purge_namespace(
+            self.namespace_for(project)
+        )
 
     def emit_registry_lineage(
         self,
@@ -186,6 +249,28 @@ def emit_registry_lineage(
         except Exception as e:
             logger.error(f"Error emitting feature service lineage: {e}")
 
+        # Emit events for saved datasets
+        try:
+            saved_datasets = registry.list_saved_datasets(
+                project=project, allow_cache=allow_cache
+            )
+            # Fetch registered data sources for storage-based matching
+            registered_data_sources = []
+            try:
+                registered_data_sources = registry.list_data_sources(
+                    project=project, allow_cache=allow_cache
+                )
+            except Exception:
+                pass
+
+            for sd in saved_datasets:
+                result = self.emit_saved_dataset_lineage(
+                    sd, project, registered_data_sources=registered_data_sources
+                )
+                results.append(result)
+        except Exception as e:
+            logger.error(f"Error emitting saved dataset lineage: {e}")
+
         logger.info(
             f"Emitted {sum(results)}/{len(results)} lineage events for registry"
         )
@@ -360,15 +445,29 @@ def emit_on_demand_feature_view_lineage(
                 )
 
             for source_name, req_source in odfv.source_request_sources.items():
+                req_name = getattr(req_source, "name", source_name)
                 inputs.append(
                     InputDataset(
                         namespace=namespace,
-                        name=f"request_source_{source_name}",
+                        name=req_name,
                     )
                 )
 
-            # Build output
-            output_facets = {}
+            # Build output with feast_featureView facet on the dataset
+            output_facets: Dict[str, Any] = {
+                "feast_featureView": FeastFeatureViewFacet(
+                    name=odfv.name,
+                    ttl_seconds=0,
+                    entities=[],
+                    features=[f.name for f in odfv.features] if odfv.features else [],
+                    online_enabled=True,
+                    offline_enabled=True,
+                    mode="ON_DEMAND",
+                    description=odfv.description if odfv.description else "",
+                    owner=odfv.owner if hasattr(odfv, "owner") and odfv.owner else "",
+                    tags=odfv.tags if odfv.tags else {},
+                ),
+            }
             if odfv.features:
                 output_facets["schema"] = schema_dataset.SchemaDatasetFacet(
                     fields=[feast_field_to_schema_field(f) for f in odfv.features]
@@ -382,20 +481,12 @@ def emit_on_demand_feature_view_lineage(
                 )
             ]
 
-            # Build job facets
+            from feast.openlineage.facets import FeastProjectFacet
+            from feast.openlineage.identity import FeastJobKind
+
             job_facets = {
-                "feast_featureView": FeastFeatureViewFacet(
-                    name=odfv.name,
-                    ttl_seconds=0,
-                    entities=[],
-                    features=[f.name for f in odfv.features] if odfv.features else [],
-                    online_enabled=True,
-                    offline_enabled=True,
-                    mode="ON_DEMAND",
-                    description=odfv.description if odfv.description else "",
-                    owner=odfv.owner if hasattr(odfv, "owner") and odfv.owner else "",
-                    tags=odfv.tags if odfv.tags else {},
-                )
+                "feast_project": FeastProjectFacet(project_name=project),
+                **self._job_kind_facets(FeastJobKind.DEFINITION, project),
             }
 
             # Emit a RunEvent with COMPLETE state to create lineage connection
@@ -467,6 +558,138 @@ def emit_feature_service_lineage(
             )
             return False
 
+    def emit_saved_dataset_lineage(
+        self,
+        saved_dataset: Any,
+        project: str,
+        registered_data_sources: Optional[List[Any]] = None,
+    ) -> bool:
+        """
+        Emit lineage for a saved dataset definition.
+
+        Creates a definition job with inputs derived from:
+        - FeatureService (when feature_service_name is set)
+        - FeatureViews (extracted from feature refs in the format "view:feat")
+        - DataSources (matched by comparing storage location against registered sources)
+
+        Args:
+            saved_dataset: The SavedDataset object
+            project: Project name
+            registered_data_sources: Optional list of registered DataSource objects
+                for storage-based matching
+
+        Returns:
+            True if successful, False otherwise
+        """
+        if not self.is_enabled:
+            return False
+
+        try:
+            from openlineage.client.facet_v2 import schema_dataset
+
+            from feast.openlineage.facets import (
+                FeastProjectFacet,
+                FeastSavedDatasetFacet,
+            )
+            from feast.openlineage.identity import FeastJobKind
+
+            namespace = self._get_namespace(project)
+
+            inputs = []
+            if saved_dataset.feature_service_name:
+                inputs.append(
+                    InputDataset(
+                        namespace=namespace,
+                        name=saved_dataset.feature_service_name,
+                    )
+                )
+
+            # FeatureView inputs from feature refs ("view_name:feature_name")
+            if saved_dataset.features:
+                from feast.utils import _parse_feature_ref
+
+                seen_views: set = set()
+                for feat_ref in saved_dataset.features:
+                    try:
+                        view_name, _, _ = _parse_feature_ref(feat_ref)
+                    except ValueError:
+                        continue
+                    if view_name and view_name not in seen_views:
+                        seen_views.add(view_name)
+                        inputs.append(
+                            InputDataset(
+                                namespace=namespace,
+                                name=view_name,
+                            )
+                        )
+
+            # DataSource inputs matched by storage location
+            matched_ds = self._match_storage_to_datasources(
+                saved_dataset, registered_data_sources
+            )
+            for ds_name in matched_ds:
+                inputs.append(
+                    InputDataset(
+                        namespace=namespace,
+                        name=ds_name,
+                    )
+                )
+
+            sd_facets: Dict[str, Any] = {
+                "feast_savedDataset": FeastSavedDatasetFacet(
+                    name=saved_dataset.name,
+                    features=list(saved_dataset.features)
+                    if saved_dataset.features
+                    else [],
+                    join_keys=list(saved_dataset.join_keys)
+                    if saved_dataset.join_keys
+                    else [],
+                    feature_service_name=saved_dataset.feature_service_name or "",
+                    full_feature_names=saved_dataset.full_feature_names,
+                    description=saved_dataset.description
+                    if hasattr(saved_dataset, "description")
+                    and saved_dataset.description
+                    else "",
+                    tags=saved_dataset.tags if saved_dataset.tags else {},
+                )
+            }
+
+            if saved_dataset.features:
+                sd_facets["schema"] = schema_dataset.SchemaDatasetFacet(
+                    fields=[
+                        schema_dataset.SchemaDatasetFacetFields(name=f, type="UNKNOWN")
+                        for f in saved_dataset.features
+                    ]
+                )
+
+            outputs = [
+                OutputDataset(
+                    namespace=namespace,
+                    name=saved_dataset.name,
+                    facets=sd_facets,
+                )
+            ]
+
+            job_facets = {
+                "feast_project": FeastProjectFacet(project_name=project),
+                **self._job_kind_facets(FeastJobKind.DEFINITION, project),
+            }
+
+            return self._client.emit_run_event(
+                job_name=f"saved_dataset_{saved_dataset.name}",
+                run_id=str(uuid.uuid4()),
+                event_type=RunState.COMPLETE,
+                inputs=inputs,
+                outputs=outputs,
+                job_facets=job_facets,
+                namespace=namespace,
+            )
+        except Exception as e:
+            logger.error(
+                f"Error emitting saved dataset lineage for {saved_dataset.name}: {e}"
+            )
+            return False
+
     def emit_materialize_start(
         self,
         feature_views: List["FeatureView"],
@@ -474,6 +697,8 @@ def emit_materialize_start(
         end_date: datetime,
         project: str,
         run_id: Optional[str] = None,
+        online_store_type: str = "online",
+        online_store: Any = None,
     ) -> Tuple[str, bool]:
         """
         Emit a START event for a materialization run.
@@ -484,6 +709,10 @@ def emit_materialize_start(
             end_date: End of materialization window
             project: Project name
             run_id: Optional run ID (will be generated if not provided)
+            online_store_type: Backend type for the online store sink (redis, …)
+            online_store: Optional RepoConfig.online_store; when set, type is
+                resolved via :func:`resolve_online_store_type` and overrides
+                ``online_store_type``.
 
         Returns:
             Tuple of (run_id, success)
@@ -492,21 +721,38 @@ def emit_materialize_start(
             return "", False
 
         from feast.openlineage.facets import FeastMaterializationFacet
+        from feast.openlineage.identity import (
+            FeastJobKind,
+            materialize_job_name,
+        )
         from feast.openlineage.mappers import (
             data_source_to_dataset,
+            feature_view_to_dataset,
             online_store_to_dataset,
+            resolve_online_store_type,
         )
 
+        if online_store is not None:
+            online_store_type = resolve_online_store_type(online_store)
+
         run_id = run_id or str(uuid.uuid4())
 
         try:
-            namespace = self._get_namespace(project)
+            namespace = self.namespace_for(project)
 
             # Build inputs (data sources) - include both batch and stream sources
             inputs = []
             seen_sources = set()  # Track source names to avoid duplicates
 
             for fv in feature_views:
+                # FeatureView as input — same dataset name as feast apply, with
+                # feast_featureView facet so mapping/metadata survive materialize.
+                if fv.name and fv.name not in seen_sources:
+                    seen_sources.add(fv.name)
+                    inputs.append(
+                        feature_view_to_dataset(fv, namespace=namespace, as_input=True)
+                    )
+
                 # Add batch source
                 if hasattr(fv, "batch_source") and fv.batch_source:
                     source_name = getattr(fv.batch_source, "name", None)
@@ -533,8 +779,10 @@ def emit_materialize_start(
                             )
                         )
 
-                # Add entities as inputs (use direct name for consistency with emit_apply)
+                # Add entities as inputs with feast_entity facet for mapping
                 if hasattr(fv, "entities") and fv.entities:
+                    from feast.openlineage.facets import FeastEntityFacet
+
                     for entity_name in fv.entities:
                         if entity_name and entity_name != "__dummy":
                             if entity_name not in seen_sources:
@@ -543,13 +791,23 @@ def emit_materialize_start(
                                     InputDataset(
                                         namespace=namespace,
                                         name=entity_name,
+                                        facets={
+                                            "feast_entity": FeastEntityFacet(
+                                                name=entity_name,
+                                                join_keys=[],
+                                                value_type="STRING",
+                                                description="",
+                                                owner="",
+                                                tags={},
+                                            )
+                                        },
                                     )
                                 )
 
-            # Build outputs (online store entries)
+            # Build outputs — physical online-store sinks (not FeatureView nodes)
             outputs = [
                 online_store_to_dataset(
-                    store_type="online_store",
+                    store_type=online_store_type,
                     feature_view_name=fv.name,
                     namespace=namespace,
                 )
@@ -563,15 +821,18 @@ def emit_materialize_start(
                     start_date=start_date.isoformat() if start_date else None,
                     end_date=end_date.isoformat() if end_date else None,
                     project=project,
+                    online_store_type=online_store_type or "",
                 )
             }
+            job_facets = self._job_kind_facets(FeastJobKind.TRANSFORM, project)
 
             success = self._client.emit_run_event(
-                job_name=f"materialize_{project}",
+                job_name=materialize_job_name(project),
                 run_id=run_id,
                 event_type=RunState.START,
                 inputs=inputs,
                 outputs=outputs,
+                job_facets=job_facets,
                 run_facets=run_facets,
                 namespace=namespace,
             )
@@ -587,6 +848,8 @@ def emit_materialize_complete(
         feature_views: List["FeatureView"],
         project: str,
         rows_written: Optional[int] = None,
+        online_store_type: str = "online",
+        online_store: Any = None,
     ) -> bool:
         """
         Emit a COMPLETE event for a materialization run.
@@ -596,6 +859,8 @@ def emit_materialize_complete(
             feature_views: Feature views that were materialized
             project: Project name
             rows_written: Optional count of rows written
+            online_store_type: Backend type for the online store sink (redis, …)
+            online_store: Optional RepoConfig.online_store; overrides type when set.
 
         Returns:
             True if successful, False otherwise
@@ -604,14 +869,32 @@ def emit_materialize_complete(
             return False
 
         from feast.openlineage.facets import FeastMaterializationFacet
-        from feast.openlineage.mappers import online_store_to_dataset
+        from feast.openlineage.identity import (
+            FeastJobKind,
+            materialize_job_name,
+        )
+        from feast.openlineage.mappers import (
+            feature_view_to_dataset,
+            online_store_to_dataset,
+            resolve_online_store_type,
+        )
+
+        if online_store is not None:
+            online_store_type = resolve_online_store_type(online_store)
 
         try:
-            namespace = self._get_namespace(project)
+            namespace = self.namespace_for(project)
+
+            # Keep FeatureView as input on COMPLETE so edges stay consistent with START.
+            inputs = [
+                feature_view_to_dataset(fv, namespace=namespace, as_input=True)
+                for fv in feature_views
+                if fv.name
+            ]
 
             outputs = [
                 online_store_to_dataset(
-                    store_type="online_store",
+                    store_type=online_store_type,
                     feature_view_name=fv.name,
                     namespace=namespace,
                 )
@@ -623,14 +906,18 @@ def emit_materialize_complete(
                     feature_views=[fv.name for fv in feature_views],
                     project=project,
                     rows_written=rows_written,
+                    online_store_type=online_store_type or "",
                 )
             }
+            job_facets = self._job_kind_facets(FeastJobKind.TRANSFORM, project)
 
             return self._client.emit_run_event(
-                job_name=f"materialize_{project}",
+                job_name=materialize_job_name(project),
                 run_id=run_id,
                 event_type=RunState.COMPLETE,
+                inputs=inputs,
                 outputs=outputs,
+                job_facets=job_facets,
                 run_facets=run_facets,
                 namespace=namespace,
             )
@@ -661,18 +948,25 @@ def emit_materialize_fail(
         try:
             from openlineage.client.facet_v2 import error_message_run
 
-            namespace = self._get_namespace(project)
+            from feast.openlineage.identity import (
+                FeastJobKind,
+                materialize_job_name,
+            )
+
+            namespace = self.namespace_for(project)
             run_facets = {}
             if error_message:
                 run_facets["errorMessage"] = error_message_run.ErrorMessageRunFacet(
                     message=error_message,
                     programmingLanguage="python",
                 )
+            job_facets = self._job_kind_facets(FeastJobKind.TRANSFORM, project)
 
             return self._client.emit_run_event(
-                job_name=f"materialize_{project}",
+                job_name=materialize_job_name(project),
                 run_id=run_id,
                 event_type=RunState.FAIL,
+                job_facets=job_facets,
                 run_facets=run_facets,
                 namespace=namespace,
             )
@@ -719,6 +1013,7 @@ def emit_apply(
             entity_to_dataset,
             feast_field_to_schema_field,
         )
+        from feast.saved_dataset import SavedDataset
         from feast.stream_feature_view import StreamFeatureView
 
         try:
@@ -733,6 +1028,7 @@ def emit_apply(
             feature_views: List[Union[FeatureView, OnDemandFeatureView]] = []
             on_demand_feature_views: List[OnDemandFeatureView] = []
             feature_services: List[FeatureService] = []
+            saved_datasets: List[SavedDataset] = []
 
             for obj in objects:
                 if isinstance(obj, StreamFeatureView):
@@ -748,6 +1044,8 @@ def emit_apply(
                 elif isinstance(obj, Entity):
                     if obj.name != "__dummy":
                         entities.append(obj)
+                elif isinstance(obj, SavedDataset):
+                    saved_datasets.append(obj)
 
             # ============================================================
             # Job 1: DataSources + Entities → FeatureViews
@@ -891,14 +1189,20 @@ def emit_apply(
                     )
 
                 # Emit Job 1: Feature Views job
+                from feast.openlineage.identity import (
+                    FeastJobKind,
+                    feature_views_job_name,
+                )
+
                 job_facets = {
                     "feast_project": FeastProjectFacet(
                         project_name=project,
-                    )
+                    ),
+                    **self._job_kind_facets(FeastJobKind.DEFINITION, project),
                 }
 
                 result1 = self._client.emit_run_event(
-                    job_name=f"feast_feature_views_{project}",
+                    job_name=feature_views_job_name(project),
                     run_id=str(uuid.uuid4()),
                     event_type=RunState.COMPLETE,
                     inputs=fv_inputs,
@@ -1007,14 +1311,20 @@ def emit_apply(
                 )
 
                 # Emit a job for this specific FeatureService
+                from feast.openlineage.identity import (
+                    FeastJobKind,
+                    feature_service_job_name,
+                )
+
                 job_facets = {
                     "feast_project": FeastProjectFacet(
                         project_name=project,
-                    )
+                    ),
+                    **self._job_kind_facets(FeastJobKind.DEFINITION, project),
                 }
 
                 result = self._client.emit_run_event(
-                    job_name=f"feature_service_{fs.name}",  # Prefix to avoid conflict with dataset
+                    job_name=feature_service_job_name(fs.name),
                     run_id=str(uuid.uuid4()),
                     event_type=RunState.COMPLETE,
                     inputs=fs_inputs,
@@ -1024,6 +1334,101 @@ def emit_apply(
                 )
                 results.append(result)
 
+            # ============================================================
+            # SavedDatasets: FeatureService/FeatureView → SavedDataset
+            # ============================================================
+            for sd in saved_datasets:
+                from feast.openlineage.facets import FeastSavedDatasetFacet
+
+                sd_inputs = []
+                if sd.feature_service_name:
+                    sd_inputs.append(
+                        InputDataset(
+                            namespace=namespace,
+                            name=sd.feature_service_name,
+                        )
+                    )
+
+                # FeatureView inputs from feature refs ("view_name:feature_name")
+                if sd.features:
+                    from feast.utils import _parse_feature_ref
+
+                    seen_views: set = set()
+                    for feat_ref in sd.features:
+                        try:
+                            view_name, _, _ = _parse_feature_ref(feat_ref)
+                        except ValueError:
+                            continue
+                        if view_name and view_name not in seen_views:
+                            seen_views.add(view_name)
+                            sd_inputs.append(
+                                InputDataset(
+                                    namespace=namespace,
+                                    name=view_name,
+                                )
+                            )
+
+                # DataSource inputs matched by storage location
+                matched_ds = self._match_storage_to_datasources(sd, data_sources)
+                for ds_name in matched_ds:
+                    sd_inputs.append(
+                        InputDataset(
+                            namespace=namespace,
+                            name=ds_name,
+                        )
+                    )
+
+                sd_facets: Dict[str, Any] = {
+                    "feast_savedDataset": FeastSavedDatasetFacet(
+                        name=sd.name,
+                        features=list(sd.features) if sd.features else [],
+                        join_keys=list(sd.join_keys) if sd.join_keys else [],
+                        feature_service_name=sd.feature_service_name or "",
+                        full_feature_names=sd.full_feature_names,
+                        description=sd.description
+                        if hasattr(sd, "description") and sd.description
+                        else "",
+                        tags=sd.tags if sd.tags else {},
+                    )
+                }
+
+                if sd.features:
+                    sd_facets["schema"] = schema_dataset.SchemaDatasetFacet(
+                        fields=[
+                            schema_dataset.SchemaDatasetFacetFields(
+                                name=f, type="UNKNOWN"
+                            )
+                            for f in sd.features
+                        ]
+                    )
+
+                sd_output = OutputDataset(
+                    namespace=namespace,
+                    name=sd.name,
+                    facets=sd_facets,
+                )
+
+                from feast.openlineage.identity import (
+                    FeastJobKind,
+                )
+
+                sd_job_name = f"saved_dataset_{sd.name}"
+                sd_job_facets = {
+                    "feast_project": FeastProjectFacet(project_name=project),
+                    **self._job_kind_facets(FeastJobKind.DEFINITION, project),
+                }
+
+                result = self._client.emit_run_event(
+                    job_name=sd_job_name,
+                    run_id=str(uuid.uuid4()),
+                    event_type=RunState.COMPLETE,
+                    inputs=sd_inputs,
+                    outputs=[sd_output],
+                    job_facets=sd_job_facets,
+                    namespace=namespace,
+                )
+                results.append(result)
+
             return results
 
         except Exception as e:
diff --git a/sdk/python/feast/openlineage/facets.py b/sdk/python/feast/openlineage/facets.py
index d350b74f0df..ee070d9cc68 100644
--- a/sdk/python/feast/openlineage/facets.py
+++ b/sdk/python/feast/openlineage/facets.py
@@ -19,22 +19,24 @@
 metadata about feature views, feature services, data sources, and entities.
 """
 
-from typing import Dict, List, Optional
+import logging
+import re
+from typing import ClassVar, Dict, List, Optional
+from urllib.parse import urlparse
 
 import attr
 
+logger = logging.getLogger(__name__)
+
+_CREDENTIAL_PATTERN = re.compile(r"://[^/@]+:[^/@]+@", re.IGNORECASE)
+
 try:
     from openlineage.client.generated.base import DatasetFacet, JobFacet, RunFacet
-    from openlineage.client.utils import RedactMixin
 
     OPENLINEAGE_AVAILABLE = True
 except ImportError:
-    # Provide stub classes when OpenLineage is not installed
     OPENLINEAGE_AVAILABLE = False
 
-    class RedactMixin:  # type: ignore[no-redef]
-        pass
-
     @attr.define
     class JobFacet:  # type: ignore[no-redef]
         _producer: str = attr.field(default="")
@@ -147,6 +149,9 @@ class FeastDataSourceFacet(DatasetFacet):
         timestamp_field: Name of the timestamp field
         created_timestamp_field: Name of the created timestamp field
         field_mapping: Mapping from source fields to feature names
+        path: File path (for file-based sources)
+        table: Table name (for database sources)
+        query: SQL query (for query-based sources)
         description: Human-readable description
         tags: Key-value tags
     """
@@ -156,14 +161,64 @@ class FeastDataSourceFacet(DatasetFacet):
     timestamp_field: Optional[str] = attr.field(default=None)
     created_timestamp_field: Optional[str] = attr.field(default=None)
     field_mapping: Dict[str, str] = attr.field(factory=dict)
+    path: Optional[str] = attr.field(default=None)
+    table: Optional[str] = attr.field(default=None)
+    query: Optional[str] = attr.field(default=None)
     description: str = attr.field(default="")
     tags: Dict[str, str] = attr.field(factory=dict)
 
+    _additional_skip_redact: ClassVar[List[str]] = [
+        "name",
+        "source_type",
+        "path",
+        "table",
+    ]
+
+    def __attrs_post_init__(self):
+        for field_name in ("path", "table", "query"):
+            value = getattr(self, field_name, None)
+            if value and _CREDENTIAL_PATTERN.search(value):
+                parsed = urlparse(value)
+                sanitized = parsed._replace(
+                    netloc=(parsed.hostname or "")
+                    + (f":{parsed.port}" if parsed.port else "")
+                ).geturl()
+                object.__setattr__(self, field_name, sanitized)
+                logger.warning(
+                    "FeastDataSourceFacet.%s contained credentials; "
+                    "auto-sanitized before storage",
+                    field_name,
+                )
+
     @staticmethod
     def _get_schema() -> str:
         return f"{FEAST_FACET_SCHEMA_BASE}/FeastDataSourceFacet.json"
 
 
+@attr.define(kw_only=True)
+class FeastOnlineStoreFacet(DatasetFacet):
+    """
+    Custom facet for a Feast online-store sink dataset.
+
+    Materialization writes FeatureView features into a physical online store
+    (Redis, DynamoDB, etc.). That sink is a separate lineage dataset from the
+    FeatureView definition itself.
+
+    Attributes:
+        feature_view: Feature view whose features are stored here
+        store_type: Online store backend type (redis, sqlite, dynamodb, ...)
+        description: Human-readable description
+    """
+
+    feature_view: str = attr.field()
+    store_type: str = attr.field()
+    description: str = attr.field(default="")
+
+    @staticmethod
+    def _get_schema() -> str:
+        return f"{FEAST_FACET_SCHEMA_BASE}/FeastOnlineStoreFacet.json"
+
+
 @attr.define(kw_only=True)
 class FeastEntityFacet(DatasetFacet):
     """
@@ -279,3 +334,52 @@ class FeastProjectFacet(JobFacet):
     @staticmethod
     def _get_schema() -> str:
         return f"{FEAST_FACET_SCHEMA_BASE}/FeastProjectFacet.json"
+
+
+@attr.define(kw_only=True)
+class FeastSavedDatasetFacet(DatasetFacet):
+    """
+    Custom facet for Feast Saved Dataset metadata.
+
+    A SavedDataset is a materialized snapshot of features retrieved via a
+    FeatureService, typically used for training or validation.
+
+    Attributes:
+        name: Saved dataset name
+        features: List of feature names in the saved dataset
+        join_keys: List of join key column names
+        feature_service_name: Name of the FeatureService that produced this dataset
+        full_feature_names: Whether full feature names were used
+        description: Human-readable description
+        tags: Key-value tags
+    """
+
+    name: str = attr.field()
+    features: List[str] = attr.field(factory=list)
+    join_keys: List[str] = attr.field(factory=list)
+    feature_service_name: Optional[str] = attr.field(default=None)
+    full_feature_names: bool = attr.field(default=False)
+    description: str = attr.field(default="")
+    tags: Dict[str, str] = attr.field(factory=dict)
+
+    @staticmethod
+    def _get_schema() -> str:
+        return f"{FEAST_FACET_SCHEMA_BASE}/FeastSavedDatasetFacet.json"
+
+
+@attr.define(kw_only=True)
+class FeastJobKindFacet(JobFacet):
+    """
+    Distinguishes Feast OpenLineage jobs by semantic role.
+
+    ``kind`` is ``definition`` (registry / apply topology) or ``transform``
+    (runtime materialize / compute). Consumers and UIs should filter on this
+    facet rather than job-name heuristics.
+    """
+
+    kind: str = attr.field()  # FeastJobKind value
+    feast_project: str = attr.field(default="")
+
+    @staticmethod
+    def _get_schema() -> str:
+        return f"{FEAST_FACET_SCHEMA_BASE}/FeastJobKindFacet.json"
diff --git a/sdk/python/feast/openlineage/identity.py b/sdk/python/feast/openlineage/identity.py
new file mode 100644
index 00000000000..04246d641e6
--- /dev/null
+++ b/sdk/python/feast/openlineage/identity.py
@@ -0,0 +1,140 @@
+# Copyright 2026 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+OpenLineage identity and lineage context for Feast.
+
+This module is the single source of truth for:
+- Namespace resolution (Feast project ↔ OpenLineage namespace)
+- Stable job names (materialize, spark compute, …)
+- Parent-run context passed from FeatureStore to compute engines
+
+Compute engines that emit their own OpenLineage events (e.g. Spark) should
+consume :class:`LineageParentContext` rather than ad-hoc kwargs/dicts.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass
+from enum import Enum
+from typing import Any, Dict, Mapping, Optional, Union
+
+
+class FeastJobKind(str, Enum):
+    """Semantic role of a Feast-emitted OpenLineage job.
+
+    ``DEFINITION`` — registry topology (apply / feature service membership).
+    ``TRANSFORM`` — runtime execution (materialize, compute engines, …).
+    """
+
+    DEFINITION = "definition"
+    TRANSFORM = "transform"
+
+
+def resolve_namespace(
+    configured_namespace: Optional[str],
+    project: str,
+) -> str:
+    """Resolve the OpenLineage namespace for a Feast project.
+
+    Rules (keep in sync with docs; do not duplicate elsewhere):
+
+    - Empty / default ``\"feast\"`` → use the project name.
+    - Configured namespace equals the project (or already ends with
+      ``/{project}``) → use configured as-is (aligns with
+      ``spark.openlineage.namespace``).
+    - Otherwise → ``{configured}/{project}``.
+    """
+    configured = (configured_namespace or "feast").strip()
+    if configured in ("", "feast"):
+        return project
+    if configured == project or configured.endswith(f"/{project}"):
+        return configured
+    return f"{configured}/{project}"
+
+
+def materialize_job_name(project: str) -> str:
+    """Stable OpenLineage job name for Feast materialization."""
+    return f"materialize_{project}"
+
+
+def spark_compute_job_name(project: str) -> str:
+    """Stable OpenLineage job name for SparkApplication compute runs.
+
+    Kubernetes SparkApplication / ConfigMap names remain unique per run
+    (operational). OpenLineage job identity must be stable so each
+    SparkApplication is a *run* of one job.
+    """
+    return f"spark_compute_{project}"
+
+
+def feature_views_job_name(project: str) -> str:
+    """OpenLineage job name for apply-time feature-view wiring."""
+    return f"feast_feature_views_{project}"
+
+
+def feature_service_job_name(feature_service_name: str) -> str:
+    """OpenLineage job name for FeatureService membership wiring."""
+    return f"feature_service_{feature_service_name}"
+
+
+@dataclass(frozen=True)
+class LineageParentContext:
+    """Parent OpenLineage run that a compute-engine run should link to.
+
+    Maps to the OpenLineage ``parentRun`` / Spark
+    ``spark.openlineage.parent*`` configuration. Engines that do not emit
+    OpenLineage events ignore this context.
+    """
+
+    job_namespace: str
+    job_name: str
+    run_id: str
+
+    def to_spark_openlineage_conf(self) -> Dict[str, str]:
+        """Spark OpenLineage agent parent / root-parent configuration."""
+        return {
+            "spark.openlineage.parentJobNamespace": self.job_namespace,
+            "spark.openlineage.parentJobName": self.job_name,
+            "spark.openlineage.parentRunId": self.run_id,
+            # Materialize is the root for Feast-driven Spark jobs today.
+            "spark.openlineage.rootParentJobNamespace": self.job_namespace,
+            "spark.openlineage.rootParentJobName": self.job_name,
+            "spark.openlineage.rootParentRunId": self.run_id,
+        }
+
+    @classmethod
+    def from_mapping(
+        cls, data: Optional[Mapping[str, Any]]
+    ) -> Optional["LineageParentContext"]:
+        """Build from a mapping (e.g. legacy kwargs) or return None."""
+        if not data:
+            return None
+        ns = data.get("jobNamespace") or data.get("job_namespace")
+        name = data.get("jobName") or data.get("job_name")
+        run_id = data.get("runId") or data.get("run_id")
+        if not (ns and name and run_id):
+            return None
+        return cls(job_namespace=str(ns), job_name=str(name), run_id=str(run_id))
+
+
+def coerce_lineage_parent(
+    value: Union[None, "LineageParentContext", Mapping[str, Any]],
+) -> Optional[LineageParentContext]:
+    """Normalize lineage parent from typed context or legacy mapping."""
+    if value is None:
+        return None
+    if isinstance(value, LineageParentContext):
+        return value
+    return LineageParentContext.from_mapping(value)
diff --git a/sdk/python/feast/openlineage/mappers.py b/sdk/python/feast/openlineage/mappers.py
index 9be9096aed2..477bdc756f4 100644
--- a/sdk/python/feast/openlineage/mappers.py
+++ b/sdk/python/feast/openlineage/mappers.py
@@ -19,7 +19,9 @@
 FeatureServices, DataSources, and Entities to their OpenLineage equivalents.
 """
 
+import re
 from typing import TYPE_CHECKING, Any, Dict, List, Tuple, Union
+from urllib.parse import urlparse, urlunparse
 
 if TYPE_CHECKING:
     from feast import Entity, FeatureService, FeatureView
@@ -55,6 +57,44 @@ def _check_openlineage_available():
         )
 
 
+_SCHEME_PATTERN = re.compile(r"^[a-zA-Z][a-zA-Z0-9+\-.]*://")
+
+
+def _sanitize_uri(value: str) -> str:
+    """Strip credentials from a URI or connection string.
+
+    Handles standard URLs with embedded userinfo (scheme://…@host),
+    key-value DSNs (``host=… password=…``), and plain paths.
+    Returns the value unchanged when no credentials are detected.
+    """
+    if not value:
+        return value
+
+    # Key-value DSN style (e.g. "host=localhost password=*** dbname=feast")
+    if "=" in value and not _SCHEME_PATTERN.match(value):
+        return re.sub(
+            r"\b(password|passwd|pwd|secret|token|api_key)\s*=\s*\S+",
+            r"\1=***",
+            value,
+            flags=re.IGNORECASE,
+        )
+
+    # URL-style: strip userinfo (user:password@)
+    if _SCHEME_PATTERN.match(value):
+        try:
+            parsed = urlparse(value)
+            if parsed.username or parsed.password:
+                clean = parsed._replace(
+                    netloc=(parsed.hostname or "")
+                    + (f":{parsed.port}" if parsed.port else "")
+                )
+                return urlunparse(clean)
+        except Exception:
+            pass
+
+    return value
+
+
 def feast_field_to_schema_field(
     field: "Field",
 ) -> "schema_dataset.SchemaDatasetFacetFields":
@@ -126,7 +166,10 @@ def data_source_to_dataset(
         uri=_get_data_source_uri(data_source),
     )
 
-    # Add Feast-specific facet
+    # Add Feast-specific facet (sanitize path to strip credentials)
+    raw_path = (
+        data_source.path if hasattr(data_source, "path") and data_source.path else None
+    )
     facets["feast_dataSource"] = FeastDataSourceFacet(
         name=source_name,
         source_type=source_type,
@@ -139,6 +182,13 @@ def data_source_to_dataset(
         field_mapping=data_source.field_mapping
         if hasattr(data_source, "field_mapping")
         else {},
+        path=_sanitize_uri(raw_path) if raw_path else None,
+        table=data_source.table
+        if hasattr(data_source, "table") and data_source.table
+        else None,
+        query=data_source.query
+        if hasattr(data_source, "query") and data_source.query
+        else None,
         description=data_source.description
         if hasattr(data_source, "description")
         else "",
@@ -187,16 +237,16 @@ def _get_data_source_namespace(
 
 def _get_data_source_uri(data_source: "DataSource") -> str:
     """
-    Get the URI for a data source.
+    Get the URI for a data source with credentials stripped.
 
     Args:
         data_source: Feast DataSource
 
     Returns:
-        URI string representing the data source location
+        Sanitized URI string representing the data source location
     """
     if hasattr(data_source, "path") and data_source.path:
-        return data_source.path
+        return _sanitize_uri(data_source.path)
     elif hasattr(data_source, "table") and data_source.table:
         return f"table://{data_source.table}"
     elif hasattr(data_source, "query") and data_source.query:
@@ -240,6 +290,9 @@ def feature_view_to_job(
     if feature_view.ttl:
         ttl_seconds = int(feature_view.ttl.total_seconds())
 
+    from feast.openlineage.facets import FeastJobKindFacet
+    from feast.openlineage.identity import FeastJobKind
+
     job_facets["feast_featureView"] = FeastFeatureViewFacet(
         name=feature_view.name,
         ttl_seconds=ttl_seconds,
@@ -256,6 +309,10 @@ def feature_view_to_job(
         owner=feature_view.owner if feature_view.owner else "",
         tags=feature_view.tags if feature_view.tags else {},
     )
+    job_facets["feast_jobKind"] = FeastJobKindFacet(
+        kind=FeastJobKind.DEFINITION.value,
+        feast_project="",
+    )
 
     # Add documentation
     if feature_view.description:
@@ -344,7 +401,8 @@ def feature_service_to_job(
     """
     _check_openlineage_available()
 
-    from feast.openlineage.facets import FeastFeatureServiceFacet
+    from feast.openlineage.facets import FeastFeatureServiceFacet, FeastJobKindFacet
+    from feast.openlineage.identity import FeastJobKind
 
     # Create job facets
     job_facets: Dict[str, Any] = {}
@@ -377,6 +435,10 @@ def feature_service_to_job(
         tags=feature_service.tags if feature_service.tags else {},
         logging_enabled=getattr(feature_service, "logging", None) is not None,
     )
+    job_facets["feast_jobKind"] = FeastJobKindFacet(
+        kind=FeastJobKind.DEFINITION.value,
+        feast_project="",
+    )
 
     # Add documentation
     if feature_service.description:
@@ -429,6 +491,60 @@ def feature_service_to_job(
     return job, inputs, outputs
 
 
+def feature_view_to_dataset(
+    feature_view: "Union[FeatureView, LabelView]",
+    namespace: str = "feast",
+    as_input: bool = True,
+) -> Any:
+    """
+    Convert a Feast FeatureView to an OpenLineage Dataset with Feast facets.
+
+    Used for apply outputs and materialize inputs so FeatureView metadata is
+    not lost when jobs re-reference the same dataset name.
+    """
+    _check_openlineage_available()
+
+    from feast.openlineage.facets import FeastFeatureViewFacet
+
+    facets: Dict[str, Any] = {}
+
+    ttl_seconds = 0
+    ttl = getattr(feature_view, "ttl", None)
+    if ttl is not None:
+        ttl_seconds = int(ttl.total_seconds())
+
+    facets["feast_featureView"] = FeastFeatureViewFacet(
+        name=feature_view.name,
+        ttl_seconds=ttl_seconds,
+        entities=list(feature_view.entities) if feature_view.entities else [],
+        features=[f.name for f in feature_view.features]
+        if feature_view.features
+        else [],
+        online_enabled=getattr(feature_view, "online", True),
+        offline_enabled=getattr(feature_view, "offline", False),
+        mode=str(feature_view.mode)
+        if hasattr(feature_view, "mode") and feature_view.mode
+        else "",
+        description=feature_view.description if feature_view.description else "",
+        owner=feature_view.owner if feature_view.owner else "",
+        tags=feature_view.tags if feature_view.tags else {},
+    )
+
+    if feature_view.features:
+        facets["schema"] = schema_dataset.SchemaDatasetFacet(
+            fields=[feast_field_to_schema_field(f) for f in feature_view.features]
+        )
+
+    if feature_view.description:
+        facets["documentation"] = documentation_dataset.DocumentationDatasetFacet(
+            description=feature_view.description
+        )
+
+    if as_input:
+        return InputDataset(namespace=namespace, name=feature_view.name, facets=facets)
+    return OutputDataset(namespace=namespace, name=feature_view.name, facets=facets)
+
+
 def entity_to_dataset(
     entity: "Entity",
     namespace: str = "feast",
@@ -486,32 +602,67 @@ def entity_to_dataset(
     )
 
 
+def resolve_online_store_type(online_store: Any = None) -> str:
+    """Resolve online store backend type for OpenLineage sink datasets.
+
+    Accepts a RepoConfig ``online_store`` value (config object, dict, or type
+    string) and returns a short type label such as ``redis`` or ``online``.
+    """
+    if online_store is None:
+        return "online"
+    if isinstance(online_store, str):
+        return online_store
+    if isinstance(online_store, dict):
+        return str(online_store.get("type") or "online")
+    return str(getattr(online_store, "type", None) or "online")
+
+
 def online_store_to_dataset(
     store_type: str,
     feature_view_name: str,
     namespace: str = "feast",
 ) -> "OutputDataset":
     """
-    Create an OpenLineage OutputDataset for an online store.
-
-    Args:
-        store_type: Type of online store (redis, sqlite, dynamodb, etc.)
-        feature_view_name: Name of the feature view being stored
-        namespace: OpenLineage namespace
+    Create an OpenLineage OutputDataset for an online store sink.
 
-    Returns:
-        OpenLineage OutputDataset object
+    This represents the *physical* online-store table/keyspace for a FeatureView,
+    not the FeatureView registry object itself. Dataset name stays
+    ``online_store_{feature_view}`` so lineage edges remain stable.
     """
     _check_openlineage_available()
 
+    from feast.openlineage.facets import FeastOnlineStoreFacet
+
+    # Callers historically passed store_type="online_store", which produced
+    # dataSource name "online_store_online_store". Normalize that.
+    store = (store_type or "online").strip() or "online"
+    if store in ("online_store", "online"):
+        store_label = "online"
+    else:
+        store_label = store
+
     return OutputDataset(
         namespace=namespace,
         name=f"online_store_{feature_view_name}",
         facets={
             "dataSource": datasource_dataset.DatasourceDatasetFacet(
-                name=f"{store_type}_online_store",
-                uri=f"{store_type}://feast/{feature_view_name}",
-            )
+                name=store_label,
+                uri=f"{store_label}://feast/{feature_view_name}",
+            ),
+            "feast_onlineStore": FeastOnlineStoreFacet(
+                feature_view=feature_view_name,
+                store_type=store_label,
+                description=(
+                    f"Online store sink for feature view '{feature_view_name}' "
+                    f"({store_label})"
+                ),
+            ),
+            "documentation": documentation_dataset.DocumentationDatasetFacet(
+                description=(
+                    f"Materialized online features for '{feature_view_name}' "
+                    f"in {store_label}"
+                )
+            ),
         },
     )
 
diff --git a/sdk/python/feast/openlineage/processor.py b/sdk/python/feast/openlineage/processor.py
index bbacf377b96..de1c4843969 100644
--- a/sdk/python/feast/openlineage/processor.py
+++ b/sdk/python/feast/openlineage/processor.py
@@ -20,8 +20,10 @@
 """
 
 import logging
+import re
 import uuid
 from typing import Any, Dict, List, Optional
+from urllib.parse import urlparse, urlunparse
 
 from feast.openlineage.store import OpenLineageStore
 
@@ -44,6 +46,55 @@ def __init__(
         self._store = store
         self._namespace_mapping = namespace_mapping or {}
 
+    # ── credential sanitization ──
+
+    _SCHEME_RE = re.compile(r"^[a-zA-Z][a-zA-Z0-9+\-.]*://")
+    _KV_SECRET_RE = re.compile(
+        r"\b(password|passwd|pwd|secret|token|api_key)\s*=\s*\S+",
+        re.IGNORECASE,
+    )
+
+    @classmethod
+    def _sanitize_uri(cls, value: str) -> str:
+        """Strip credentials from a URI or connection string."""
+        if not value:
+            return value
+        if "=" in value and not cls._SCHEME_RE.match(value):
+            return cls._KV_SECRET_RE.sub(r"\1=***", value)
+        if cls._SCHEME_RE.match(value):
+            try:
+                parsed = urlparse(value)
+                if parsed.username or parsed.password:
+                    clean = parsed._replace(
+                        netloc=(parsed.hostname or "")
+                        + (f":{parsed.port}" if parsed.port else "")
+                    )
+                    return urlunparse(clean)
+            except Exception:
+                pass
+        return value
+
+    @classmethod
+    def _sanitize_facets(cls, facets: Dict[str, Any]) -> Dict[str, Any]:
+        """Scrub credentials from facet URIs/paths before persistence."""
+        if not facets:
+            return facets
+        ds = facets.get("dataSource")
+        if isinstance(ds, dict) and "uri" in ds:
+            ds["uri"] = cls._sanitize_uri(ds["uri"])
+        feast_ds = facets.get("feast_dataSource")
+        if isinstance(feast_ds, dict):
+            if "path" in feast_ds and feast_ds["path"]:
+                feast_ds["path"] = cls._sanitize_uri(feast_ds["path"])
+        return facets
+
+    def _sanitize_dataset(self, ds: Dict[str, Any]) -> Dict[str, Any]:
+        """Sanitize a single input/output dataset dict in-place."""
+        f = ds.get("facets")
+        if isinstance(f, dict):
+            ds["facets"] = self._sanitize_facets(f)
+        return ds
+
     def process_event(self, event: Dict[str, Any]) -> str:
         """
         Process a single OpenLineage event.
@@ -97,6 +148,12 @@ def _process_run_event(self, event_id: str, event: Dict[str, Any]):
         job_name = job.get("name", "")
         run_id = run.get("runId", "")
 
+        # Sanitize all dataset facets before persisting the raw event
+        for ds in event.get("inputs", []):
+            self._sanitize_dataset(ds)
+        for ds in event.get("outputs", []):
+            self._sanitize_dataset(ds)
+
         self._store.store_event(event_id, event)
 
         self._store.upsert_job(job_namespace, job_name, job, producer=producer)
@@ -104,15 +161,34 @@ def _process_run_event(self, event_id: str, event: Dict[str, Any]):
         run_facets = run.get("facets", {})
         self._store.upsert_run(run_id, job_namespace, job_name, event_type, run_facets)
 
+        # Parent/child job link (e.g. Feast materialize → SparkApplication)
+        parent = run_facets.get("parent") or run_facets.get("parentRun")
+        if isinstance(parent, dict):
+            p_job = parent.get("job") or {}
+            p_ns = p_job.get("namespace") or ""
+            p_name = p_job.get("name") or ""
+            if p_ns and p_name and (p_ns != job_namespace or p_name != job_name):
+                self._store.upsert_lineage_edge(
+                    source_type="job",
+                    source_namespace=p_ns,
+                    source_name=p_name,
+                    target_type="job",
+                    target_namespace=job_namespace,
+                    target_name=job_name,
+                    edge_type="parent",
+                )
+
         inputs = event.get("inputs", [])
         outputs = event.get("outputs", [])
 
         for inp in inputs:
             ds_namespace = inp.get("namespace", job_namespace)
             ds_name = inp.get("name", "")
-            ds_facets = inp.get("facets", {})
+            ds_facets = inp.get("facets", {}) or {}
 
-            feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name)
+            feast_mapping = self._resolve_feast_mapping(
+                ds_namespace, ds_name, ds_facets
+            )
             self._store.upsert_dataset(
                 ds_namespace, ds_name, ds_facets, feast_mapping, producer=producer
             )
@@ -132,9 +208,11 @@ def _process_run_event(self, event_id: str, event: Dict[str, Any]):
         for out in outputs:
             ds_namespace = out.get("namespace", job_namespace)
             ds_name = out.get("name", "")
-            ds_facets = out.get("facets", {})
+            ds_facets = out.get("facets", {}) or {}
 
-            feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name)
+            feast_mapping = self._resolve_feast_mapping(
+                ds_namespace, ds_name, ds_facets
+            )
             self._store.upsert_dataset(
                 ds_namespace, ds_name, ds_facets, feast_mapping, producer=producer
             )
@@ -157,12 +235,13 @@ def _process_dataset_event(self, event_id: str, event: Dict[str, Any]):
         dataset = event.get("dataset", {})
         ds_namespace = dataset.get("namespace", "")
         ds_name = dataset.get("name", "")
-        ds_facets = dataset.get("facets", {})
+        ds_facets = self._sanitize_facets(dataset.get("facets", {}) or {})
+        dataset["facets"] = ds_facets
         producer = event.get("producer")
 
         self._store.store_event(event_id, event)
 
-        feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name)
+        feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name, ds_facets)
         self._store.upsert_dataset(
             ds_namespace, ds_name, ds_facets, feast_mapping, producer=producer
         )
@@ -174,6 +253,12 @@ def _process_job_event(self, event_id: str, event: Dict[str, Any]):
         job_name = job.get("name", "")
         producer = event.get("producer")
 
+        # Sanitize all dataset facets before persisting the raw event
+        for ds in event.get("inputs", []):
+            self._sanitize_dataset(ds)
+        for ds in event.get("outputs", []):
+            self._sanitize_dataset(ds)
+
         self._store.store_event(event_id, event)
 
         self._store.upsert_job(job_namespace, job_name, job, producer=producer)
@@ -184,9 +269,11 @@ def _process_job_event(self, event_id: str, event: Dict[str, Any]):
         for inp in inputs:
             ds_namespace = inp.get("namespace", job_namespace)
             ds_name = inp.get("name", "")
-            ds_facets = inp.get("facets", {})
+            ds_facets = inp.get("facets", {}) or {}
 
-            feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name)
+            feast_mapping = self._resolve_feast_mapping(
+                ds_namespace, ds_name, ds_facets
+            )
             self._store.upsert_dataset(
                 ds_namespace, ds_name, ds_facets, feast_mapping, producer=producer
             )
@@ -205,9 +292,11 @@ def _process_job_event(self, event_id: str, event: Dict[str, Any]):
         for out in outputs:
             ds_namespace = out.get("namespace", job_namespace)
             ds_name = out.get("name", "")
-            ds_facets = out.get("facets", {})
+            ds_facets = out.get("facets", {}) or {}
 
-            feast_mapping = self._resolve_feast_mapping(ds_namespace, ds_name)
+            feast_mapping = self._resolve_feast_mapping(
+                ds_namespace, ds_name, ds_facets
+            )
             self._store.upsert_dataset(
                 ds_namespace, ds_name, ds_facets, feast_mapping, producer=producer
             )
@@ -348,23 +437,77 @@ def _process_dataset_symlinks(
                     )
 
     def _resolve_feast_mapping(
-        self, namespace: str, dataset_name: str
+        self,
+        namespace: str,
+        dataset_name: str,
+        facets: Optional[Dict[str, Any]] = None,
     ) -> Optional[Dict[str, str]]:
         """
         Attempt to map an OpenLineage dataset to a Feast registry object.
 
-        Mapping rules:
-        1. If the namespace matches a Feast project (directly or via namespace_mapping),
-           check if the dataset name matches a known Feast object naming pattern.
-        2. Feast apply emits datasets with names like the FeatureView/FeatureService name.
-        3. Feast materialize emits datasets named 'online_store_{fv_name}'.
+        Prefer Feast custom facets on the dataset (emitted on apply), then
+        fall back to known naming patterns (``online_store_*``,
+        ``request_source_*``).
         """
-        feast_project = self._namespace_mapping.get(namespace, namespace)
+        facets = facets or {}
+
+        # Resolve OL namespace to a Feast project name.
+        #
+        # Priority:
+        #   1. Exact match in namespace_mapping (e.g. "spark://ml-team")
+        #   2. Authority/path match for scheme-prefixed namespaces
+        #      (e.g. "ml-team" from "spark://ml-team")
+        #   3. Last path segment for path-style namespaces
+        #      (e.g. "customer_churn" from "org/customer_churn")
+        #   4. Fallback: use the namespace as-is or its last segment
+        feast_project = self._namespace_mapping.get(namespace)
+        if feast_project is None and "://" in namespace:
+            authority_path = namespace.split("://", 1)[1]
+            for candidate in (authority_path, authority_path.split("/")[-1]):
+                if candidate in self._namespace_mapping:
+                    feast_project = self._namespace_mapping[candidate]
+                    break
+            if feast_project is None:
+                feast_project = (
+                    authority_path.split("/")[-1]
+                    if "/" in authority_path
+                    else authority_path
+                )
+        elif feast_project is None and "/" in namespace:
+            for part in (namespace.split("/")[-1], namespace.split("/")[0]):
+                if part in self._namespace_mapping:
+                    feast_project = self._namespace_mapping[part]
+                    break
+            if feast_project is None:
+                feast_project = namespace.split("/")[-1]
+        elif feast_project is None:
+            feast_project = namespace
+
+        facet_type_map = (
+            ("feast_onlineStore", "onlineStore"),
+            ("feast_featureView", "featureView"),
+            ("feast_featureService", "featureService"),
+            ("feast_entity", "entity"),
+            ("feast_dataSource", "dataSource"),
+            ("feast_savedDataset", "savedDataset"),
+        )
+        for facet_key, obj_type in facet_type_map:
+            if facet_key in facets:
+                facet = facets.get(facet_key) or {}
+                name = None
+                if isinstance(facet, dict):
+                    # Online store facet keys the related FV as feature_view
+                    name = facet.get("name") or facet.get("feature_view")
+                return {
+                    "type": obj_type,
+                    "name": name or dataset_name,
+                    "project": feast_project,
+                }
 
         if dataset_name.startswith("online_store_"):
             fv_name = dataset_name[len("online_store_") :]
             return {
-                "type": "featureView",
+                "type": "onlineStore",
                 "name": fv_name,
                 "project": feast_project,
             }
@@ -376,8 +519,6 @@ def _resolve_feast_mapping(
                 "project": feast_project,
             }
 
-        return {
-            "type": "unknown",
-            "name": dataset_name,
-            "project": feast_project,
-        }
+        # Bare name with no Feast facet — leave untyped so upsert does not
+        # clobber a previously resolved mapping with "unknown".
+        return None
diff --git a/sdk/python/feast/openlineage/store.py b/sdk/python/feast/openlineage/store.py
index 3ffc83b928e..bf9ed43d78c 100644
--- a/sdk/python/feast/openlineage/store.py
+++ b/sdk/python/feast/openlineage/store.py
@@ -24,7 +24,7 @@
 import time
 from typing import Any, Dict, List, Optional
 
-from sqlalchemy import create_engine, select
+from sqlalchemy import create_engine, func, select
 from sqlalchemy.engine import Engine
 
 from feast.openlineage.models import OL_TABLES, ol_metadata
@@ -60,17 +60,31 @@ def engine(self) -> Engine:
 
     def store_event(self, event_id: str, event_data: Dict[str, Any]):
         now = int(time.time() * 1000)
+
+        event_type = _classify_event_type(event_data)
+
         job = event_data.get("job", {})
         run = event_data.get("run", {})
+        dataset = event_data.get("dataset", {})
+
+        if job:
+            ns = job.get("namespace", "")
+            name = job.get("name", "")
+        elif dataset:
+            ns = dataset.get("namespace", "")
+            name = dataset.get("name", "")
+        else:
+            ns = ""
+            name = ""
 
         row = {
             "event_id": event_id,
-            "event_type": event_data.get("eventType", "UNKNOWN"),
+            "event_type": event_type,
             "event_time": _parse_timestamp(event_data.get("eventTime", "")),
             "producer": event_data.get("producer"),
-            "job_namespace": job.get("namespace", ""),
-            "job_name": job.get("name", ""),
-            "run_id": run.get("runId"),
+            "job_namespace": ns,
+            "job_name": name,
+            "run_id": run.get("runId") if run else None,
             "event_json": json.dumps(event_data),
             "created_at": now,
         }
@@ -89,7 +103,12 @@ def upsert_job(
         now = int(time.time() * 1000)
         facets = job_data.get("facets", {})
         job_type = None
-        if "jobType" in facets:
+        # Prefer Feast semantic kind over generic OL jobType processingType.
+        if "feast_jobKind" in facets:
+            kind = facets["feast_jobKind"]
+            if isinstance(kind, dict):
+                job_type = kind.get("kind")
+        if not job_type and "jobType" in facets:
             jt = facets["jobType"]
             job_type = jt.get("processingType", jt.get("integration"))
 
@@ -171,20 +190,38 @@ def upsert_dataset(
                 )
             ).first()
 
-            values = {
-                "source_type": source_type,
-                "description": description,
-                "schema_json": schema_json,
-                "facets_json": json.dumps(facets) if facets else None,
+            values: Dict[str, Any] = {
                 "updated_at": now,
             }
             if producer:
                 values["producer"] = producer
-            if feast_obj_type:
+
+            # Preserve richer metadata when a later event (e.g. materialize)
+            # re-touches the dataset without facets.
+            if facets:
+                values["facets_json"] = json.dumps(facets)
+                if source_type is not None:
+                    values["source_type"] = source_type
+                if description is not None:
+                    values["description"] = description
+                if schema_json is not None:
+                    values["schema_json"] = schema_json
+            elif not existing:
+                values["facets_json"] = None
+                values["source_type"] = source_type
+                values["description"] = description
+                values["schema_json"] = schema_json
+
+            if feast_obj_type and feast_obj_type != "unknown":
+                values["feast_object_type"] = feast_obj_type
+                if feast_obj_name:
+                    values["feast_object_name"] = feast_obj_name
+                if feast_project:
+                    values["feast_project"] = feast_project
+            elif not existing:
+                # First sighting with no resolvable Feast type
                 values["feast_object_type"] = feast_obj_type
-            if feast_obj_name:
                 values["feast_object_name"] = feast_obj_name
-            if feast_project:
                 values["feast_project"] = feast_project
 
             if existing:
@@ -357,28 +394,56 @@ def get_events(
             rows = conn.execute(query).fetchall()
             return [dict(row._mapping) for row in rows]
 
-    def get_jobs(self, namespaces: Optional[List[str]] = None) -> List[Dict[str, Any]]:
+    def get_jobs(
+        self,
+        namespaces: Optional[List[str]] = None,
+        limit: int = 0,
+        offset: int = 0,
+    ) -> List[Dict[str, Any]]:
         tbl = OL_TABLES["jobs"]
         query = select(tbl).order_by(tbl.c.updated_at.desc())
         if namespaces:
             query = query.where(tbl.c.job_namespace.in_(namespaces))
+        if limit > 0:
+            query = query.limit(limit).offset(offset)
 
         with self._engine.connect() as conn:
             rows = conn.execute(query).fetchall()
             return [dict(row._mapping) for row in rows]
 
+    def count_jobs(self, namespaces: Optional[List[str]] = None) -> int:
+        tbl = OL_TABLES["jobs"]
+        query = select(func.count()).select_from(tbl)
+        if namespaces:
+            query = query.where(tbl.c.job_namespace.in_(namespaces))
+        with self._engine.connect() as conn:
+            return conn.execute(query).scalar() or 0
+
     def get_datasets(
-        self, namespaces: Optional[List[str]] = None
+        self,
+        namespaces: Optional[List[str]] = None,
+        limit: int = 0,
+        offset: int = 0,
     ) -> List[Dict[str, Any]]:
         tbl = OL_TABLES["datasets"]
         query = select(tbl).order_by(tbl.c.updated_at.desc())
         if namespaces:
             query = query.where(tbl.c.dataset_namespace.in_(namespaces))
+        if limit > 0:
+            query = query.limit(limit).offset(offset)
 
         with self._engine.connect() as conn:
             rows = conn.execute(query).fetchall()
             return [dict(row._mapping) for row in rows]
 
+    def count_datasets(self, namespaces: Optional[List[str]] = None) -> int:
+        tbl = OL_TABLES["datasets"]
+        query = select(func.count()).select_from(tbl)
+        if namespaces:
+            query = query.where(tbl.c.dataset_namespace.in_(namespaces))
+        with self._engine.connect() as conn:
+            return conn.execute(query).scalar() or 0
+
     def get_lineage_graph(
         self,
         node_type: str,
@@ -654,6 +719,99 @@ def get_all_symlinks(self) -> List[Dict[str, Any]]:
 
     # ── Cleanup methods ──
 
+    def delete_dataset(self, namespace: str, name: str):
+        """Delete a specific dataset and its related edges, runs, and jobs."""
+        with self._engine.begin() as conn:
+            tbl_edges = OL_TABLES["lineage_edges"]
+            conn.execute(
+                tbl_edges.delete().where(
+                    (
+                        (tbl_edges.c.source_namespace == namespace)
+                        & (tbl_edges.c.source_name == name)
+                    )
+                    | (
+                        (tbl_edges.c.target_namespace == namespace)
+                        & (tbl_edges.c.target_name == name)
+                    )
+                )
+            )
+
+            tbl_sym = OL_TABLES["dataset_symlinks"]
+            conn.execute(
+                tbl_sym.delete().where(
+                    (
+                        (tbl_sym.c.dataset_namespace == namespace)
+                        & (tbl_sym.c.dataset_name == name)
+                    )
+                    | (
+                        (tbl_sym.c.linked_namespace == namespace)
+                        & (tbl_sym.c.linked_name == name)
+                    )
+                )
+            )
+
+            tbl_rio = OL_TABLES["run_io"]
+            conn.execute(
+                tbl_rio.delete().where(
+                    (tbl_rio.c.dataset_namespace == namespace)
+                    & (tbl_rio.c.dataset_name == name)
+                )
+            )
+
+            tbl_ds = OL_TABLES["datasets"]
+            conn.execute(
+                tbl_ds.delete().where(
+                    (tbl_ds.c.dataset_namespace == namespace)
+                    & (tbl_ds.c.dataset_name == name)
+                )
+            )
+
+        logger.info(f"Deleted OL dataset: {namespace}/{name}")
+
+    def delete_job(self, namespace: str, name: str):
+        """Delete a specific job and its related runs, events, and edges."""
+        with self._engine.begin() as conn:
+            tbl_runs = OL_TABLES["runs"]
+            run_ids_q = select(tbl_runs.c.run_id).where(
+                (tbl_runs.c.job_namespace == namespace) & (tbl_runs.c.job_name == name)
+            )
+            run_ids = [r[0] for r in conn.execute(run_ids_q).fetchall()]
+            if run_ids:
+                tbl_rio = OL_TABLES["run_io"]
+                conn.execute(tbl_rio.delete().where(tbl_rio.c.run_id.in_(run_ids)))
+                conn.execute(tbl_runs.delete().where(tbl_runs.c.run_id.in_(run_ids)))
+
+            tbl_ev = OL_TABLES["events"]
+            conn.execute(
+                tbl_ev.delete().where(
+                    (tbl_ev.c.job_namespace == namespace) & (tbl_ev.c.job_name == name)
+                )
+            )
+
+            tbl_edges = OL_TABLES["lineage_edges"]
+            conn.execute(
+                tbl_edges.delete().where(
+                    (
+                        (tbl_edges.c.source_namespace == namespace)
+                        & (tbl_edges.c.source_name == name)
+                    )
+                    | (
+                        (tbl_edges.c.target_namespace == namespace)
+                        & (tbl_edges.c.target_name == name)
+                    )
+                )
+            )
+
+            tbl_jobs = OL_TABLES["jobs"]
+            conn.execute(
+                tbl_jobs.delete().where(
+                    (tbl_jobs.c.job_namespace == namespace)
+                    & (tbl_jobs.c.job_name == name)
+                )
+            )
+
+        logger.info(f"Deleted OL job: {namespace}/{name}")
+
     def purge_all(self):
         """Delete all data from all OpenLineage tables."""
         table_order = [
@@ -718,8 +876,9 @@ def get_runs(
         job_name: Optional[str] = None,
         limit: int = 50,
         offset: int = 0,
+        namespaces: Optional[List[str]] = None,
     ) -> List[Dict[str, Any]]:
-        """Get runs, optionally filtered by job."""
+        """Get runs, optionally filtered by job and/or RBAC-allowed namespaces."""
         tbl = OL_TABLES["runs"]
         query = (
             select(tbl).order_by(tbl.c.updated_at.desc()).limit(limit).offset(offset)
@@ -728,6 +887,8 @@ def get_runs(
             query = query.where(tbl.c.job_namespace == job_namespace)
         if job_name:
             query = query.where(tbl.c.job_name == job_name)
+        if namespaces is not None:
+            query = query.where(tbl.c.job_namespace.in_(namespaces))
         with self._engine.connect() as conn:
             rows = conn.execute(query).fetchall()
             return [dict(row._mapping) for row in rows]
@@ -763,6 +924,104 @@ def get_run_detail(self, run_id: str) -> Optional[Dict[str, Any]]:
             run["facets"] = _safe_parse_json(run.pop("facets_json", None))
             return run
 
+    def prune_expired(self, retention_days: int) -> Dict[str, int]:
+        """Delete events and runs older than *retention_days*.
+
+        Preserves the current-state tables (jobs, datasets, edges, symlinks)
+        since they represent the latest graph structure, not historical data.
+
+        Returns a dict with counts of deleted rows per table.
+        """
+        if retention_days <= 0:
+            return {}
+
+        cutoff_ms = int((time.time() - retention_days * 86400) * 1000)
+        deleted: Dict[str, int] = {}
+
+        with self._engine.begin() as conn:
+            # 1. Find expired runs
+            tbl_runs = OL_TABLES["runs"]
+            expired_runs_q = select(tbl_runs.c.run_id).where(
+                tbl_runs.c.updated_at < cutoff_ms
+            )
+            expired_run_ids = [r[0] for r in conn.execute(expired_runs_q).fetchall()]
+
+            # 2. Delete run_io for expired runs
+            if expired_run_ids:
+                tbl_rio = OL_TABLES["run_io"]
+                result = conn.execute(
+                    tbl_rio.delete().where(tbl_rio.c.run_id.in_(expired_run_ids))
+                )
+                deleted["run_io"] = result.rowcount
+
+                # 3. Delete the expired runs
+                result = conn.execute(
+                    tbl_runs.delete().where(tbl_runs.c.run_id.in_(expired_run_ids))
+                )
+                deleted["runs"] = result.rowcount
+            else:
+                deleted["run_io"] = 0
+                deleted["runs"] = 0
+
+            # 4. Delete expired events
+            tbl_ev = OL_TABLES["events"]
+            result = conn.execute(
+                tbl_ev.delete().where(tbl_ev.c.created_at < cutoff_ms)
+            )
+            deleted["events"] = result.rowcount
+
+        total = sum(deleted.values())
+        if total > 0:
+            logger.info(
+                f"Pruned {total} expired OpenLineage rows "
+                f"(retention={retention_days}d): {deleted}"
+            )
+
+        return deleted
+
+    def get_retention_stats(self) -> Dict[str, Any]:
+        """Return row counts and oldest timestamps for retention monitoring."""
+        stats: Dict[str, Any] = {}
+        with self._engine.connect() as conn:
+            for table_key, label in [
+                ("events", "events"),
+                ("runs", "runs"),
+                ("jobs", "jobs"),
+                ("datasets", "datasets"),
+            ]:
+                tbl = OL_TABLES[table_key]
+                count = conn.execute(select(func.count()).select_from(tbl)).scalar()
+                stats[label] = {"count": count}
+
+                time_col = (
+                    tbl.c.created_at if table_key == "events" else tbl.c.updated_at
+                )
+                oldest = conn.execute(select(func.min(time_col))).scalar()
+                if oldest:
+                    stats[label]["oldest_ms"] = oldest
+
+        return stats
+
+    def get_all_namespaces(self) -> List[str]:
+        """Return all distinct namespaces present across jobs and datasets."""
+        tbl_jobs = OL_TABLES["jobs"]
+        tbl_ds = OL_TABLES["datasets"]
+        with self._engine.connect() as conn:
+            job_ns = conn.execute(
+                select(tbl_jobs.c.job_namespace).distinct()
+            ).fetchall()
+            ds_ns = conn.execute(
+                select(tbl_ds.c.dataset_namespace).distinct()
+            ).fetchall()
+        namespaces: set = set()
+        for row in job_ns:
+            if row[0]:
+                namespaces.add(row[0])
+        for row in ds_ns:
+            if row[0]:
+                namespaces.add(row[0])
+        return sorted(namespaces)
+
     def get_all_lineage_edges(
         self, namespaces: Optional[List[str]] = None
     ) -> List[Dict[str, Any]]:
@@ -778,6 +1037,21 @@ def get_all_lineage_edges(
             return [dict(row._mapping) for row in rows]
 
 
+def _classify_event_type(event_data: Dict[str, Any]) -> str:
+    """Determine the OL event type for storage.
+
+    RunEvent has ``eventType`` (START/COMPLETE/FAIL/…).
+    DatasetEvent and JobEvent lack ``eventType``; classify by structure.
+    """
+    if "eventType" in event_data:
+        return event_data["eventType"]
+    if "dataset" in event_data and "run" not in event_data and "job" not in event_data:
+        return "DATASET"
+    if "job" in event_data and "run" not in event_data:
+        return "JOB"
+    return "UNKNOWN"
+
+
 def _safe_parse_json(val: Optional[str]) -> Optional[Any]:
     if not val:
         return None
diff --git a/sdk/python/feast/permissions/auth/oidc_token_parser.py b/sdk/python/feast/permissions/auth/oidc_token_parser.py
index 7940c9d7525..91669e66647 100644
--- a/sdk/python/feast/permissions/auth/oidc_token_parser.py
+++ b/sdk/python/feast/permissions/auth/oidc_token_parser.py
@@ -41,10 +41,54 @@ def __init__(self, auth_config: OidcAuthConfig):
             ca_cert_path=self._auth_config.ca_cert_path,
         )
         self._k8s_auth_api = None
-
-    async def _validate_token(self, access_token: str):
+        self._jwks_client: Optional[PyJWKClient] = None  # Initialize it lazily.
+
+    def _get_jwks_client(self) -> PyJWKClient:
+        """Lazily build and cache a parser-lifetime ``PyJWKClient``.
+
+        A per-request client starts with a cold JWK-set cache, forcing a
+        full HTTPS fetch of the JWKS document on every authenticated
+        request. Reusing one client lets PyJWT cache the JWK set for
+        ``jwks_cache_lifespan_seconds``, which also bounds two staleness
+        windows: a key the IdP has removed keeps validating, and a
+        rotation that reuses an existing ``kid`` keeps failing, for at
+        most that long. Rotations that introduce a new ``kid`` recover
+        immediately (``PyJWKClient.get_signing_key`` refreshes and
+        retries once on a cache miss).
         """
-        Validate the token extracted from the header of the user request against the OAuth2 server.
+        if self._jwks_client is None:
+            ssl_ctx = ssl.create_default_context()
+            if not self._auth_config.verify_ssl:
+                ssl_ctx.check_hostname = False
+                ssl_ctx.verify_mode = ssl.CERT_NONE
+            elif self._auth_config.ca_cert_path and os.path.exists(
+                self._auth_config.ca_cert_path
+            ):
+                ssl_ctx.load_verify_locations(self._auth_config.ca_cert_path)
+            self._jwks_client = PyJWKClient(
+                self.oidc_discovery_service.get_jwks_url(),
+                headers={"User-agent": "custom-user-agent"},
+                ssl_context=ssl_ctx,
+                # Explicit so upgrades cannot silently change the staleness
+                # window documented above, and so a hung IdP bounds how long
+                # a fetch can block the serving path.
+                lifespan=self._auth_config.jwks_cache_lifespan_seconds,
+                timeout=self._auth_config.jwks_request_timeout_seconds,
+            )
+        return self._jwks_client
+
+    async def _check_discovery_endpoints(self, access_token: str):
+        """Check that the provider's discovery document exposes the OAuth2 endpoints.
+
+        This does **not** verify *access_token*, despite taking it: the bearer
+        scheme below only parses an ``Authorization`` header, and this method
+        supplies that header itself, so any token value passes. The token is
+        genuinely verified in ``_decode_token``, which checks the signature
+        against the provider's JWKS and validates the claims.
+
+        What can fail here is constructing the scheme, which reads the token
+        and authorization endpoints from the discovery document. A document
+        missing either one raises before any token is inspected.
         """
         # FastAPI's OAuth2AuthorizationCodeBearer requires a Request type but actually uses only the headers field
         # https://github.com/tiangolo/fastapi/blob/eca465f4c96acc5f6a22e92fd2211675ca8a20c8/fastapi/security/oauth2.py#L380
@@ -61,17 +105,29 @@ async def _validate_token(self, access_token: str):
 
     @staticmethod
     def _extract_username_or_raise_error(data: dict) -> str:
-        """Extract the username from the decoded JWT. Raises if missing — identity is mandatory.
-
-        Checks ``preferred_username`` first (Keycloak default), then falls back
-        to ``upn`` (Azure AD / Entra ID).
+        """Extract the username from the decoded JWT, or raise if the token
+        carries none of the recognised identity claims.
+
+        Human identity claims take precedence: ``preferred_username`` (Keycloak
+        default), then ``upn`` (Azure AD / Entra ID). Client-credentials
+        (app-only) tokens carry neither, so the calling application's own
+        identity is used instead: ``azp`` (Entra ID v2 tokens), ``appid``
+        (Entra ID v1 tokens), and finally ``sub``, which every issuer sets.
+        A claim present with a null or non-string value is skipped rather than
+        returned, so it never shadows a usable later claim. Because ``sub`` is a
+        mandatory string JWT claim, the raise below fires only for a malformed
+        token that provides none of the five as a string.
         """
-        if "preferred_username" in data:
-            return data["preferred_username"]
-        if "upn" in data:
-            return data["upn"]
+        for claim in ("preferred_username", "upn", "azp", "appid", "sub"):
+            value = data.get(claim)
+            if isinstance(value, str):
+                return value
+        logger.debug(
+            f"No usable username claim; token claims present: {list(data.keys())}"
+        )
         raise AuthenticationError(
-            "Missing preferred_username or upn field in access token."
+            "Missing username claim in access token: expected one of "
+            "preferred_username, upn, azp, appid or sub."
         )
 
     @staticmethod
@@ -104,31 +160,31 @@ def _is_ssl_error(exc: BaseException) -> bool:
         return False
 
     def _decode_token(self, access_token: str) -> dict:
-        """Fetch the JWKS signing key and decode + verify the JWT."""
-        optional_custom_headers = {"User-agent": "custom-user-agent"}
-        ssl_ctx = ssl.create_default_context()
-        if not self._auth_config.verify_ssl:
-            ssl_ctx.check_hostname = False
-            ssl_ctx.verify_mode = ssl.CERT_NONE
-        elif self._auth_config.ca_cert_path and os.path.exists(
-            self._auth_config.ca_cert_path
-        ):
-            ssl_ctx.load_verify_locations(self._auth_config.ca_cert_path)
-        jwks_client = PyJWKClient(
-            self.oidc_discovery_service.get_jwks_url(),
-            headers=optional_custom_headers,
-            ssl_context=ssl_ctx,
-        )
-        signing_key = jwks_client.get_signing_key_from_jwt(access_token)
+        """Fetch the JWKS signing key and decode + verify the JWT.
+
+        Signature and expiry are always verified. Audience and issuer are
+        verified only when ``audience`` / ``issuer`` are set on
+        ``OidcAuthConfig``; both default to off, because the claim values a
+        provider puts in the token can legitimately differ from its discovery
+        metadata (e.g. Entra ID v1.0 tokens validated against a v2.0
+        discovery document).
+        """
+        signing_key = self._get_jwks_client().get_signing_key_from_jwt(access_token)
+        expected_audience = self._auth_config.audience
+        expected_issuer = self._auth_config.issuer
         return jwt.decode(
             access_token,
             signing_key.key,
             algorithms=["RS256"],
-            audience="account",
+            # "account" preserves the historical Keycloak-shaped default; it
+            # is inert while verify_aud is off.
+            audience=expected_audience if expected_audience is not None else "account",
+            issuer=expected_issuer,
             options={
-                "verify_aud": False,
+                "verify_aud": expected_audience is not None,
                 "verify_signature": True,
                 "verify_exp": True,
+                "verify_iss": expected_issuer is not None,
             },
             leeway=10,  # accepts tokens generated up to 10 seconds in the past, in case of clock skew
         )
@@ -171,8 +227,8 @@ async def user_details_from_access_token(self, access_token: str) -> User:
 
         # Standard OIDC / Keycloak flow
         try:
-            await self._validate_token(access_token)
-            logger.debug("Token successfully validated.")
+            await self._check_discovery_endpoints(access_token)
+            logger.debug("OIDC discovery document exposes the expected endpoints.")
         except Exception as e:
             if self._is_ssl_error(e):
                 logger.error(
@@ -194,6 +250,10 @@ async def user_details_from_access_token(self, access_token: str) -> User:
                 if self._auth_config.client_id
                 else []
             )
+            # Entra ID emits app roles in the top-level `roles` claim instead of
+            # Keycloak's nested `resource_access.<client_id>.roles`. Merge both
+            # shapes for every issuer, preserving order and dropping duplicates.
+            roles = list(dict.fromkeys(roles + self._extract_claim(data, "roles")))
             groups = self._extract_claim(data, "groups")
 
             logger.info(
diff --git a/sdk/python/feast/permissions/auth_model.py b/sdk/python/feast/permissions/auth_model.py
index 105d6d01acc..c6db30f71aa 100644
--- a/sdk/python/feast/permissions/auth_model.py
+++ b/sdk/python/feast/permissions/auth_model.py
@@ -2,7 +2,7 @@
 
 from typing import Literal, Optional, Tuple
 
-from pydantic import ConfigDict, model_validator
+from pydantic import ConfigDict, Field, model_validator
 
 from feast.repo_config import FeastConfigBaseModel
 
@@ -40,6 +40,22 @@ class OidcAuthConfig(AuthConfig):
     ui_client_id: Optional[str] = None
     verify_ssl: bool = True
     ca_cert_path: str = ""
+    # When set, incoming tokens must carry a matching `aud` / `iss` claim;
+    # when left unset (the default), the corresponding claim is not verified.
+    # Set these to the values your IdP puts in the token itself, which may
+    # differ from the discovery document (e.g. Entra ID v1.0 tokens validated
+    # against a v2.0 discovery URL).
+    audience: Optional[str] = None
+    issuer: Optional[str] = None
+    # How long the fetched JWK set is reused before the server refetches it.
+    # This also bounds how long a key the IdP has revoked keeps validating
+    # tokens, so lower it if your provider rotates or revokes aggressively;
+    # every reduction costs a corresponding increase in JWKS fetches.
+    jwks_cache_lifespan_seconds: int = Field(default=300, gt=0)
+    # Network timeout for the JWKS fetch. This fetch happens inline on the
+    # request path, so an unresponsive IdP blocks serving for at most this
+    # long.
+    jwks_request_timeout_seconds: float = Field(default=10, gt=0)
 
 
 class OidcClientAuthConfig(OidcAuthConfig):
@@ -51,6 +67,11 @@ class OidcClientAuthConfig(OidcAuthConfig):
     client_secret: Optional[str] = None
     token: Optional[str] = None
     token_env_var: Optional[str] = None
+    # Stop reusing an IdP-issued token this many seconds before it expires,
+    # so a reused token still has life left when the server validates it.
+    # Raise it if clients see sporadic 401s from clock skew or slow calls;
+    # lower it to squeeze more reuse out of short-lived tokens.
+    token_refresh_margin_seconds: float = Field(default=30, gt=0)
 
     @model_validator(mode="after")
     def _validate_credentials(self):
diff --git a/sdk/python/feast/permissions/client/client_auth_token.py b/sdk/python/feast/permissions/client/client_auth_token.py
index 68821e3f9c6..300c1c2ab62 100644
--- a/sdk/python/feast/permissions/client/client_auth_token.py
+++ b/sdk/python/feast/permissions/client/client_auth_token.py
@@ -12,3 +12,16 @@ def get_auth_token(auth_config: AuthConfig) -> str:
         .get_auth_client_manager()
         .get_token()
     )
+
+
+def invalidate_auth_token(auth_config: AuthConfig) -> bool:
+    """Drop any cached token for *auth_config*, returning whether one was held.
+
+    Only the OIDC client manager caches, so this is a no-op for the other auth
+    types. Callers that can observe an authentication failure should use it: a
+    token the IdP revokes mid-life still looks valid to the client until its
+    own expiry, and dropping it bounds that to a single rejected request.
+    """
+    manager = AuthenticationClientManagerFactory(auth_config).get_auth_client_manager()
+    invalidate = getattr(manager, "invalidate_token", None)
+    return bool(invalidate()) if callable(invalidate) else False
diff --git a/sdk/python/feast/permissions/client/grpc_client_auth_interceptor.py b/sdk/python/feast/permissions/client/grpc_client_auth_interceptor.py
index 9a6bef2c072..0384a383b11 100644
--- a/sdk/python/feast/permissions/client/grpc_client_auth_interceptor.py
+++ b/sdk/python/feast/permissions/client/grpc_client_auth_interceptor.py
@@ -5,7 +5,10 @@
 from feast.errors import FeastError
 from feast.permissions.auth.auth_type import AuthType
 from feast.permissions.auth_model import AuthConfig
-from feast.permissions.client.client_auth_token import get_auth_token
+from feast.permissions.client.client_auth_token import (
+    get_auth_token,
+    invalidate_auth_token,
+)
 
 logger = logging.getLogger(__name__)
 
@@ -44,11 +47,37 @@ def _handle_call(self, continuation, client_call_details, request_iterator):
             client_call_details = self._append_auth_header_metadata(client_call_details)
         result = continuation(client_call_details, request_iterator)
         if result.exception() is not None:
+            self._invalidate_token_if_rejected(result)
             mapped_error = FeastError.from_error_detail(result.exception().details())
             if mapped_error is not None:
                 raise mapped_error
         return result
 
+    def _invalidate_token_if_rejected(self, result) -> None:
+        """Drop the cached token when the server rejects it as unauthenticated.
+
+        Tokens are reused until near expiry, so one the IdP revoked mid-life
+        would otherwise keep being presented for the rest of its lifetime.
+        Dropping it here bounds that to the single request that was rejected;
+        the next call fetches a fresh token.
+
+        The call is deliberately not retried. All four interceptor methods
+        share this path, and a stream's ``request_iterator`` may already be
+        consumed, so retrying here could replay a partially-sent stream.
+        """
+        if self._auth_config.type == AuthType.NONE.value:
+            return
+        try:
+            if result.code() != grpc.StatusCode.UNAUTHENTICATED:
+                return
+        except Exception:  # pragma: no cover - result without a status code
+            return
+        if invalidate_auth_token(self._auth_config):
+            logger.debug(
+                "Server rejected the cached auth token; dropped it so the next "
+                "call fetches a fresh one."
+            )
+
     def _append_auth_header_metadata(self, client_call_details):
         logger.debug(
             "Intercepted the grpc api method call to inject Authorization header "
diff --git a/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py b/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py
index 37e613dafc1..6bc6a7ca263 100644
--- a/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py
+++ b/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py
@@ -1,6 +1,8 @@
 import logging
 import os
-from typing import Optional
+import threading
+import time
+from typing import Dict, Optional, Tuple
 
 import jwt
 import requests
@@ -13,6 +15,17 @@
 
 SA_TOKEN_PATH = "/var/run/secrets/kubernetes.io/serviceaccount/token"
 
+# IdP-issued tokens keyed by the token-request identity, stored with their
+# true expiry. The auth interceptors build a fresh manager for every outbound
+# RPC, so instance state would not survive between calls; without this
+# cache every RPC pays a discovery GET plus a token POST against the IdP.
+# The refresh margin is applied on read, not baked into the stored value, so
+# configs sharing IdP credentials but setting different margins can share
+# tokens while each still honors its own margin.
+# Concurrent misses may fetch in parallel (benign: last write wins).
+_token_cache: Dict[Tuple, Tuple[str, float]] = {}
+_token_cache_lock = threading.Lock()
+
 
 class OidcAuthClientManager(AuthenticationClientManager):
     def __init__(self, auth_config: OidcClientAuthConfig):
@@ -67,7 +80,96 @@ def _read_sa_token() -> Optional[str]:
         return None
 
     def _fetch_token_from_idp(self) -> str:
-        """Obtain an access token via client_credentials or ROPG flow."""
+        """Return a cached IdP token, or obtain a fresh one.
+
+        The cache stores each token's true expiry (its ``exp`` claim, falling
+        back to the token response's ``expires_in``), and this config's
+        ``token_refresh_margin_seconds`` is applied when reading. Keeping the
+        margin out of the stored value lets configs that share IdP credentials
+        but set different margins share tokens while each honors its own
+        margin. A token whose expiry is unknowable is not cached, preserving
+        the previous per-call behavior for opaque tokens.
+        """
+        cache_key = self._cache_key()
+        with _token_cache_lock:
+            cached = _token_cache.get(cache_key)
+        if cached is not None:
+            cached_token, cached_expiry = cached
+            margin = self.auth_config.token_refresh_margin_seconds
+            if time.time() < cached_expiry - margin:
+                return cached_token
+
+        access_token, expires_in = self._request_token_from_idp()
+
+        expiry = self._token_expiry(access_token, expires_in)
+        if expiry is not None:
+            now = time.time()
+            with _token_cache_lock:
+                # Prune on miss. Entries are keyed by credential identity, so
+                # the cache is bounded by the number of distinct configs, but
+                # a long-lived process that rotates credentials would otherwise
+                # keep every retired identity forever.
+                for key in [k for k, (_, exp) in _token_cache.items() if exp <= now]:
+                    del _token_cache[key]
+                _token_cache[cache_key] = (access_token, expiry)
+        return access_token
+
+    def _cache_key(self) -> Tuple:
+        """Identity of the token request: same credentials, same token."""
+        return (
+            self.auth_config.auth_discovery_url,
+            self.auth_config.client_id,
+            self.auth_config.client_secret,
+            self.auth_config.username,
+            self.auth_config.password,
+        )
+
+    def invalidate_token(self) -> bool:
+        """Drop this config's cached token so the next call refetches.
+
+        Returns whether an entry was actually removed.
+
+        Reuse means a token the IdP revokes mid-life keeps being presented
+        until its own expiry, where fetching per call self-corrected. Callers
+        that can observe an authentication failure should invalidate on it, so
+        the staleness costs one rejected request rather than the remaining
+        lifetime of the token.
+        """
+        with _token_cache_lock:
+            return _token_cache.pop(self._cache_key(), None) is not None
+
+    @staticmethod
+    def _token_expiry(
+        access_token: str, expires_in: Optional[float]
+    ) -> Optional[float]:
+        """Epoch expiry of *access_token*, or ``None`` when it is unknowable.
+
+        Prefers the token's own ``exp`` claim (authoritative); falls back to
+        the token endpoint's ``expires_in``.
+
+        The refresh margin is deliberately not subtracted here. Storing one
+        caller's deadline would let another config with a wider margin reuse
+        the token past its own safety window, since the margin is not part of
+        the cache key.
+        """
+        exp: Optional[float] = None
+        try:
+            claims = jwt.decode(access_token, options={"verify_signature": False})
+            claim = claims.get("exp")
+            if isinstance(claim, (int, float)):
+                exp = float(claim)
+        except jwt.exceptions.DecodeError:
+            pass
+        if exp is None and isinstance(expires_in, (int, float)):
+            exp = time.time() + float(expires_in)
+        return exp
+
+    def _request_token_from_idp(self) -> Tuple[str, Optional[float]]:
+        """Obtain an access token via client_credentials or ROPG flow.
+
+        Returns the token and the token response's ``expires_in`` (seconds),
+        when the IdP provides one.
+        """
         if self.auth_config.auth_discovery_url is None:
             raise ValueError(
                 "auth_discovery_url is required for IDP token fetch "
@@ -106,13 +208,17 @@ def _fetch_token_from_idp(self) -> str:
         )
 
         if token_response.status_code == 200:
-            access_token = token_response.json()["access_token"]
+            response_body = token_response.json()
+            access_token = response_body["access_token"]
             if not access_token:
                 logger.debug(
                     f"access_token is empty for the client_id=${self.auth_config.client_id}"
                 )
                 raise RuntimeError("access token is empty")
-            return access_token
+            expires_in = response_body.get("expires_in")
+            if not isinstance(expires_in, (int, float)):
+                expires_in = None
+            return access_token, expires_in
         else:
             raise RuntimeError(
                 f"""Failed to obtain oidc access token:url=[{token_endpoint}] {token_response.status_code} - {token_response.text}"""
diff --git a/sdk/python/feast/permissions/enforcer.py b/sdk/python/feast/permissions/enforcer.py
index 4db0241ef5a..c72c25bb9f1 100644
--- a/sdk/python/feast/permissions/enforcer.py
+++ b/sdk/python/feast/permissions/enforcer.py
@@ -23,7 +23,7 @@ def enforce_policy(
     Define the logic to apply the configured permissions when a given action is requested on
     a protected resource.
 
-    If no permissions are defined, the result is to deny the execution.
+    If no permissions are defined, all authenticated users are granted full access.
 
     Args:
         permissions: The configured set of `Permission`.
@@ -40,12 +40,17 @@ def enforce_policy(
         FeastPermissionError: If the current user is not authorized to eecute the requested actions on the given resources (and `filter_only` is `False`).
     """
     if not permissions:
-        # If no permissions are defined, deny access to all resources
-        # This is a security measure to prevent unauthorized access
-        logger.warning("No permissions defined - denying access to all resources")
-        raise FeastPermissionError(
-            "Permissions are not defined - access denied for all resources"
+        if not user.username:
+            raise FeastPermissionError(
+                "No permissions defined and no authenticated user context. "
+                "Access denied."
+            )
+        logger.warning(
+            "No permissions defined in registry. All authenticated users are "
+            "granted full access. Define permissions via permissions.py and "
+            "'feast apply' to enforce fine-grained authorization."
         )
+        return resources
 
     _permitted_resources: list[FeastObject] = []
     for resource in resources:
diff --git a/sdk/python/feast/permissions/permission.py b/sdk/python/feast/permissions/permission.py
index 208575195e9..64af612c704 100644
--- a/sdk/python/feast/permissions/permission.py
+++ b/sdk/python/feast/permissions/permission.py
@@ -84,7 +84,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, Permission):
-            raise TypeError("Comparisons should only involve Permission class objects.")
+            return False
 
         if (
             self.name != other.name
diff --git a/sdk/python/feast/permissions/policy.py b/sdk/python/feast/permissions/policy.py
index 30cbb73e992..f50ef863e6f 100644
--- a/sdk/python/feast/permissions/policy.py
+++ b/sdk/python/feast/permissions/policy.py
@@ -80,9 +80,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, RoleBasedPolicy):
-            raise TypeError(
-                "Comparisons should only involve RoleBasedPolicy class objects."
-            )
+            return False
 
         if sorted(self.roles) != sorted(other.roles):
             return False
@@ -148,9 +146,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, GroupBasedPolicy):
-            raise TypeError(
-                "Comparisons should only involve GroupBasedPolicy class objects."
-            )
+            return False
 
         if sorted(self.groups) != sorted(other.groups):
             return False
@@ -206,9 +202,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, NamespaceBasedPolicy):
-            raise TypeError(
-                "Comparisons should only involve NamespaceBasedPolicy class objects."
-            )
+            return False
 
         if sorted(self.namespaces) != sorted(other.namespaces):
             return False
@@ -270,9 +264,7 @@ def __init__(
 
     def __eq__(self, other):
         if not isinstance(other, CombinedGroupNamespacePolicy):
-            raise TypeError(
-                "Comparisons should only involve CombinedGroupNamespacePolicy class objects."
-            )
+            return False
 
         if sorted(self.groups) != sorted(other.groups) or sorted(
             self.namespaces
diff --git a/sdk/python/feast/permissions/server/utils.py b/sdk/python/feast/permissions/server/utils.py
index cd72ae58204..e7ace754d99 100644
--- a/sdk/python/feast/permissions/server/utils.py
+++ b/sdk/python/feast/permissions/server/utils.py
@@ -73,6 +73,11 @@ def init_security_manager(auth_type: AuthManagerType, fs: "feast.FeatureStore"):
         registry: The feature store registry.
     """
     if auth_type == AuthManagerType.NONE:
+        logger.warning(
+            "Running with auth_type=no_auth. All endpoints are unauthenticated. "
+            "This is suitable for local development only. For production "
+            "deployments, configure 'kubernetes' or 'oidc' authentication."
+        )
         no_security_manager()
     else:
         # TODO permissions from registry
diff --git a/sdk/python/feast/permissions/user.py b/sdk/python/feast/permissions/user.py
index f80da39a58f..71f13ef30af 100644
--- a/sdk/python/feast/permissions/user.py
+++ b/sdk/python/feast/permissions/user.py
@@ -13,14 +13,14 @@ class User:
     def __init__(
         self,
         username: str,
-        roles: list[str] = [],
-        groups: list[str] = [],
-        namespaces: list[str] = [],
+        roles: Optional[list[str]] = None,
+        groups: Optional[list[str]] = None,
+        namespaces: Optional[list[str]] = None,
     ):
         self._username = username
-        self._roles = roles
-        self._groups = groups
-        self._namespaces = namespaces
+        self._roles = roles if roles is not None else []
+        self._groups = groups if groups is not None else []
+        self._namespaces = namespaces if namespaces is not None else []
 
     @property
     def username(self):
diff --git a/sdk/python/feast/project.py b/sdk/python/feast/project.py
index b9cbaddcaad..309f6eb76b5 100644
--- a/sdk/python/feast/project.py
+++ b/sdk/python/feast/project.py
@@ -82,7 +82,7 @@ def __hash__(self) -> int:
 
     def __eq__(self, other):
         if not isinstance(other, Project):
-            raise TypeError("Comparisons should only involve Project class objects.")
+            return False
 
         if (
             self.name != other.name
diff --git a/sdk/python/feast/project_metadata.py b/sdk/python/feast/project_metadata.py
index 64488a03629..37394a6706b 100644
--- a/sdk/python/feast/project_metadata.py
+++ b/sdk/python/feast/project_metadata.py
@@ -60,9 +60,7 @@ def __hash__(self) -> int:
 
     def __eq__(self, other):
         if not isinstance(other, ProjectMetadata):
-            raise TypeError(
-                "Comparisons should only involve ProjectMetadata class objects."
-            )
+            return False
 
         if (
             self.project_name != other.project_name
diff --git a/sdk/python/feast/protos/feast/core/SavedDataset_pb2.py b/sdk/python/feast/protos/feast/core/SavedDataset_pb2.py
index fe1e2d49eac..8e394dec7ec 100644
--- a/sdk/python/feast/protos/feast/core/SavedDataset_pb2.py
+++ b/sdk/python/feast/protos/feast/core/SavedDataset_pb2.py
@@ -16,7 +16,7 @@
 from feast.protos.feast.core import DataSource_pb2 as feast_dot_core_dot_DataSource__pb2
 
 
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1d\x66\x65\x61st/core/SavedDataset.proto\x12\nfeast.core\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\"\xa5\x02\n\x10SavedDatasetSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x66\x65\x61tures\x18\x03 \x03(\t\x12\x11\n\tjoin_keys\x18\x04 \x03(\t\x12\x1a\n\x12\x66ull_feature_names\x18\x05 \x01(\x08\x12\x30\n\x07storage\x18\x06 \x01(\x0b\x32\x1f.feast.core.SavedDatasetStorage\x12\x1c\n\x14\x66\x65\x61ture_service_name\x18\x08 \x01(\t\x12\x34\n\x04tags\x18\x07 \x03(\x0b\x32&.feast.core.SavedDatasetSpec.TagsEntry\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xa9\x04\n\x13SavedDatasetStorage\x12:\n\x0c\x66ile_storage\x18\x04 \x01(\x0b\x32\".feast.core.DataSource.FileOptionsH\x00\x12\x42\n\x10\x62igquery_storage\x18\x05 \x01(\x0b\x32&.feast.core.DataSource.BigQueryOptionsH\x00\x12\x42\n\x10redshift_storage\x18\x06 \x01(\x0b\x32&.feast.core.DataSource.RedshiftOptionsH\x00\x12\x44\n\x11snowflake_storage\x18\x07 \x01(\x0b\x32\'.feast.core.DataSource.SnowflakeOptionsH\x00\x12<\n\rtrino_storage\x18\x08 \x01(\x0b\x32#.feast.core.DataSource.TrinoOptionsH\x00\x12<\n\rspark_storage\x18\t \x01(\x0b\x32#.feast.core.DataSource.SparkOptionsH\x00\x12\x44\n\x0e\x63ustom_storage\x18\n \x01(\x0b\x32*.feast.core.DataSource.CustomSourceOptionsH\x00\x12>\n\x0e\x61thena_storage\x18\x0b \x01(\x0b\x32$.feast.core.DataSource.AthenaOptionsH\x00\x42\x06\n\x04kind\"\xf7\x01\n\x10SavedDatasetMeta\x12\x35\n\x11\x63reated_timestamp\x18\x01 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12:\n\x16last_updated_timestamp\x18\x02 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12\x37\n\x13min_event_timestamp\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12\x37\n\x13max_event_timestamp\x18\x04 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"f\n\x0cSavedDataset\x12*\n\x04spec\x18\x01 \x01(\x0b\x32\x1c.feast.core.SavedDatasetSpec\x12*\n\x04meta\x18\x02 \x01(\x0b\x32\x1c.feast.core.SavedDatasetMetaBV\n\x10\x66\x65\x61st.proto.coreB\x11SavedDatasetProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3')
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1d\x66\x65\x61st/core/SavedDataset.proto\x12\nfeast.core\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\"\xe1\x02\n\x10SavedDatasetSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x66\x65\x61tures\x18\x03 \x03(\t\x12\x11\n\tjoin_keys\x18\x04 \x03(\t\x12\x1a\n\x12\x66ull_feature_names\x18\x05 \x01(\x08\x12\x30\n\x07storage\x18\x06 \x01(\x0b\x32\x1f.feast.core.SavedDatasetStorage\x12\x1c\n\x14\x66\x65\x61ture_service_name\x18\x08 \x01(\t\x12\x34\n\x04tags\x18\x07 \x03(\x0b\x32&.feast.core.SavedDatasetSpec.TagsEntry\x12\x11\n\tnamespace\x18\t \x01(\t\x12\x12\n\ncollection\x18\n \x01(\t\x12\x13\n\x0b\x64\x65scription\x18\x0b \x01(\t\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xa9\x04\n\x13SavedDatasetStorage\x12:\n\x0c\x66ile_storage\x18\x04 \x01(\x0b\x32\".feast.core.DataSource.FileOptionsH\x00\x12\x42\n\x10\x62igquery_storage\x18\x05 \x01(\x0b\x32&.feast.core.DataSource.BigQueryOptionsH\x00\x12\x42\n\x10redshift_storage\x18\x06 \x01(\x0b\x32&.feast.core.DataSource.RedshiftOptionsH\x00\x12\x44\n\x11snowflake_storage\x18\x07 \x01(\x0b\x32\'.feast.core.DataSource.SnowflakeOptionsH\x00\x12<\n\rtrino_storage\x18\x08 \x01(\x0b\x32#.feast.core.DataSource.TrinoOptionsH\x00\x12<\n\rspark_storage\x18\t \x01(\x0b\x32#.feast.core.DataSource.SparkOptionsH\x00\x12\x44\n\x0e\x63ustom_storage\x18\n \x01(\x0b\x32*.feast.core.DataSource.CustomSourceOptionsH\x00\x12>\n\x0e\x61thena_storage\x18\x0b \x01(\x0b\x32$.feast.core.DataSource.AthenaOptionsH\x00\x42\x06\n\x04kind\"\xf7\x01\n\x10SavedDatasetMeta\x12\x35\n\x11\x63reated_timestamp\x18\x01 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12:\n\x16last_updated_timestamp\x18\x02 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12\x37\n\x13min_event_timestamp\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12\x37\n\x13max_event_timestamp\x18\x04 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"f\n\x0cSavedDataset\x12*\n\x04spec\x18\x01 \x01(\x0b\x32\x1c.feast.core.SavedDatasetSpec\x12*\n\x04meta\x18\x02 \x01(\x0b\x32\x1c.feast.core.SavedDatasetMetaBV\n\x10\x66\x65\x61st.proto.coreB\x11SavedDatasetProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3')
 
 _globals = globals()
 _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
@@ -27,13 +27,13 @@
   _globals['_SAVEDDATASETSPEC_TAGSENTRY']._options = None
   _globals['_SAVEDDATASETSPEC_TAGSENTRY']._serialized_options = b'8\001'
   _globals['_SAVEDDATASETSPEC']._serialized_start=108
-  _globals['_SAVEDDATASETSPEC']._serialized_end=401
-  _globals['_SAVEDDATASETSPEC_TAGSENTRY']._serialized_start=358
-  _globals['_SAVEDDATASETSPEC_TAGSENTRY']._serialized_end=401
-  _globals['_SAVEDDATASETSTORAGE']._serialized_start=404
-  _globals['_SAVEDDATASETSTORAGE']._serialized_end=957
-  _globals['_SAVEDDATASETMETA']._serialized_start=960
-  _globals['_SAVEDDATASETMETA']._serialized_end=1207
-  _globals['_SAVEDDATASET']._serialized_start=1209
-  _globals['_SAVEDDATASET']._serialized_end=1311
+  _globals['_SAVEDDATASETSPEC']._serialized_end=461
+  _globals['_SAVEDDATASETSPEC_TAGSENTRY']._serialized_start=418
+  _globals['_SAVEDDATASETSPEC_TAGSENTRY']._serialized_end=461
+  _globals['_SAVEDDATASETSTORAGE']._serialized_start=464
+  _globals['_SAVEDDATASETSTORAGE']._serialized_end=1017
+  _globals['_SAVEDDATASETMETA']._serialized_start=1020
+  _globals['_SAVEDDATASETMETA']._serialized_end=1267
+  _globals['_SAVEDDATASET']._serialized_start=1269
+  _globals['_SAVEDDATASET']._serialized_end=1371
 # @@protoc_insertion_point(module_scope)
diff --git a/sdk/python/feast/protos/feast/core/SavedDataset_pb2.pyi b/sdk/python/feast/protos/feast/core/SavedDataset_pb2.pyi
index 47525b64ede..2fbf5e05271 100644
--- a/sdk/python/feast/protos/feast/core/SavedDataset_pb2.pyi
+++ b/sdk/python/feast/protos/feast/core/SavedDataset_pb2.pyi
@@ -58,6 +58,9 @@ class SavedDatasetSpec(google.protobuf.message.Message):
     STORAGE_FIELD_NUMBER: builtins.int
     FEATURE_SERVICE_NAME_FIELD_NUMBER: builtins.int
     TAGS_FIELD_NUMBER: builtins.int
+    NAMESPACE_FIELD_NUMBER: builtins.int
+    COLLECTION_FIELD_NUMBER: builtins.int
+    DESCRIPTION_FIELD_NUMBER: builtins.int
     name: builtins.str
     """Name of the dataset. Must be unique since it's possible to overwrite dataset by name"""
     project: builtins.str
@@ -77,6 +80,18 @@ class SavedDatasetSpec(google.protobuf.message.Message):
     @property
     def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]:
         """User defined metadata"""
+    namespace: builtins.str
+    """Optional logical namespace for hierarchical grouping.
+    Maps to the top-level prefix in Iceberg REST Catalog API.
+    Empty string means not set (no namespace scoping).
+    """
+    collection: builtins.str
+    """Optional sub-grouping within a namespace.
+    Maps to the namespace level in Iceberg REST Catalog API.
+    Empty string means not set (dataset sits directly under namespace).
+    """
+    description: builtins.str
+    """Description of the saved dataset."""
     def __init__(
         self,
         *,
@@ -88,9 +103,12 @@ class SavedDatasetSpec(google.protobuf.message.Message):
         storage: global___SavedDatasetStorage | None = ...,
         feature_service_name: builtins.str = ...,
         tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
+        namespace: builtins.str = ...,
+        collection: builtins.str = ...,
+        description: builtins.str = ...,
     ) -> None: ...
     def HasField(self, field_name: typing_extensions.Literal["storage", b"storage"]) -> builtins.bool: ...
-    def ClearField(self, field_name: typing_extensions.Literal["feature_service_name", b"feature_service_name", "features", b"features", "full_feature_names", b"full_feature_names", "join_keys", b"join_keys", "name", b"name", "project", b"project", "storage", b"storage", "tags", b"tags"]) -> None: ...
+    def ClearField(self, field_name: typing_extensions.Literal["collection", b"collection", "description", b"description", "feature_service_name", b"feature_service_name", "features", b"features", "full_feature_names", b"full_feature_names", "join_keys", b"join_keys", "name", b"name", "namespace", b"namespace", "project", b"project", "storage", b"storage", "tags", b"tags"]) -> None: ...
 
 global___SavedDatasetSpec = SavedDatasetSpec
 
diff --git a/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.py b/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.py
index 25766701899..95e5c449912 100644
--- a/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.py
+++ b/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.py
@@ -29,7 +29,7 @@
 from feast.protos.feast.core import Project_pb2 as feast_dot_core_dot_Project__pb2
 
 
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n#feast/registry/RegistryServer.proto\x12\x0e\x66\x65\x61st.registry\x1a\x1bgoogle/protobuf/empty.proto\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x19\x66\x65\x61st/core/Registry.proto\x1a\x17\x66\x65\x61st/core/Entity.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x1c\x66\x65\x61st/core/FeatureView.proto\x1a\"feast/core/StreamFeatureView.proto\x1a$feast/core/OnDemandFeatureView.proto\x1a\x1f\x66\x65\x61st/core/FeatureService.proto\x1a\x1d\x66\x65\x61st/core/SavedDataset.proto\x1a\"feast/core/ValidationProfile.proto\x1a\x1c\x66\x65\x61st/core/InfraObject.proto\x1a\x1a\x66\x65\x61st/core/LabelView.proto\x1a\x1b\x66\x65\x61st/core/Permission.proto\x1a\x18\x66\x65\x61st/core/Project.proto\"/\n\x10PaginationParams\x12\x0c\n\x04page\x18\x01 \x01(\x05\x12\r\n\x05limit\x18\x02 \x01(\x05\"4\n\rSortingParams\x12\x0f\n\x07sort_by\x18\x01 \x01(\t\x12\x12\n\nsort_order\x18\x02 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
 _globals = globals()
 _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
@@ -172,91 +172,91 @@
   _globals['_GETSAVEDDATASETREQUEST']._serialized_start=6797
   _globals['_GETSAVEDDATASETREQUEST']._serialized_end=6873
   _globals['_LISTSAVEDDATASETSREQUEST']._serialized_start=6876
-  _globals['_LISTSAVEDDATASETSREQUEST']._serialized_end=7153
+  _globals['_LISTSAVEDDATASETSREQUEST']._serialized_end=7192
   _globals['_LISTSAVEDDATASETSREQUEST_TAGSENTRY']._serialized_start=1681
   _globals['_LISTSAVEDDATASETSREQUEST_TAGSENTRY']._serialized_end=1724
-  _globals['_LISTSAVEDDATASETSRESPONSE']._serialized_start=7156
-  _globals['_LISTSAVEDDATASETSRESPONSE']._serialized_end=7289
-  _globals['_DELETESAVEDDATASETREQUEST']._serialized_start=7291
-  _globals['_DELETESAVEDDATASETREQUEST']._serialized_end=7365
-  _globals['_CREATEDATASETFROMRETRIEVALREQUEST']._serialized_start=7368
-  _globals['_CREATEDATASETFROMRETRIEVALREQUEST']._serialized_end=7832
+  _globals['_LISTSAVEDDATASETSRESPONSE']._serialized_start=7195
+  _globals['_LISTSAVEDDATASETSRESPONSE']._serialized_end=7328
+  _globals['_DELETESAVEDDATASETREQUEST']._serialized_start=7330
+  _globals['_DELETESAVEDDATASETREQUEST']._serialized_end=7404
+  _globals['_CREATEDATASETFROMRETRIEVALREQUEST']._serialized_start=7407
+  _globals['_CREATEDATASETFROMRETRIEVALREQUEST']._serialized_end=7871
   _globals['_CREATEDATASETFROMRETRIEVALREQUEST_TAGSENTRY']._serialized_start=1681
   _globals['_CREATEDATASETFROMRETRIEVALREQUEST_TAGSENTRY']._serialized_end=1724
-  _globals['_CREATEDATASETFROMRETRIEVALRESPONSE']._serialized_start=7834
-  _globals['_CREATEDATASETFROMRETRIEVALRESPONSE']._serialized_end=7902
-  _globals['_GETDATASETDATAREQUEST']._serialized_start=7904
-  _globals['_GETDATASETDATAREQUEST']._serialized_end=7973
-  _globals['_TABULARROW']._serialized_start=7975
-  _globals['_TABULARROW']._serialized_end=8003
-  _globals['_GETDATASETDATARESPONSE']._serialized_start=8005
-  _globals['_GETDATASETDATARESPONSE']._serialized_end=8129
-  _globals['_GETDATASETJOBSTATUSREQUEST']._serialized_start=8131
-  _globals['_GETDATASETJOBSTATUSREQUEST']._serialized_end=8175
-  _globals['_GETDATASETJOBSTATUSRESPONSE']._serialized_start=8178
-  _globals['_GETDATASETJOBSTATUSRESPONSE']._serialized_end=8335
-  _globals['_LISTDATASETJOBSREQUEST']._serialized_start=8337
-  _globals['_LISTDATASETJOBSREQUEST']._serialized_end=8401
-  _globals['_LISTDATASETJOBSRESPONSE']._serialized_start=8403
-  _globals['_LISTDATASETJOBSRESPONSE']._serialized_end=8487
-  _globals['_APPLYVALIDATIONREFERENCEREQUEST']._serialized_start=8490
-  _globals['_APPLYVALIDATIONREFERENCEREQUEST']._serialized_end=8619
-  _globals['_GETVALIDATIONREFERENCEREQUEST']._serialized_start=8621
-  _globals['_GETVALIDATIONREFERENCEREQUEST']._serialized_end=8704
-  _globals['_LISTVALIDATIONREFERENCESREQUEST']._serialized_start=8707
-  _globals['_LISTVALIDATIONREFERENCESREQUEST']._serialized_end=8998
+  _globals['_CREATEDATASETFROMRETRIEVALRESPONSE']._serialized_start=7873
+  _globals['_CREATEDATASETFROMRETRIEVALRESPONSE']._serialized_end=7941
+  _globals['_GETDATASETDATAREQUEST']._serialized_start=7943
+  _globals['_GETDATASETDATAREQUEST']._serialized_end=8012
+  _globals['_TABULARROW']._serialized_start=8014
+  _globals['_TABULARROW']._serialized_end=8042
+  _globals['_GETDATASETDATARESPONSE']._serialized_start=8044
+  _globals['_GETDATASETDATARESPONSE']._serialized_end=8168
+  _globals['_GETDATASETJOBSTATUSREQUEST']._serialized_start=8170
+  _globals['_GETDATASETJOBSTATUSREQUEST']._serialized_end=8214
+  _globals['_GETDATASETJOBSTATUSRESPONSE']._serialized_start=8217
+  _globals['_GETDATASETJOBSTATUSRESPONSE']._serialized_end=8374
+  _globals['_LISTDATASETJOBSREQUEST']._serialized_start=8376
+  _globals['_LISTDATASETJOBSREQUEST']._serialized_end=8440
+  _globals['_LISTDATASETJOBSRESPONSE']._serialized_start=8442
+  _globals['_LISTDATASETJOBSRESPONSE']._serialized_end=8526
+  _globals['_APPLYVALIDATIONREFERENCEREQUEST']._serialized_start=8529
+  _globals['_APPLYVALIDATIONREFERENCEREQUEST']._serialized_end=8658
+  _globals['_GETVALIDATIONREFERENCEREQUEST']._serialized_start=8660
+  _globals['_GETVALIDATIONREFERENCEREQUEST']._serialized_end=8743
+  _globals['_LISTVALIDATIONREFERENCESREQUEST']._serialized_start=8746
+  _globals['_LISTVALIDATIONREFERENCESREQUEST']._serialized_end=9037
   _globals['_LISTVALIDATIONREFERENCESREQUEST_TAGSENTRY']._serialized_start=1681
   _globals['_LISTVALIDATIONREFERENCESREQUEST_TAGSENTRY']._serialized_end=1724
-  _globals['_LISTVALIDATIONREFERENCESRESPONSE']._serialized_start=9001
-  _globals['_LISTVALIDATIONREFERENCESRESPONSE']._serialized_end=9155
-  _globals['_DELETEVALIDATIONREFERENCEREQUEST']._serialized_start=9157
-  _globals['_DELETEVALIDATIONREFERENCEREQUEST']._serialized_end=9238
-  _globals['_APPLYPERMISSIONREQUEST']._serialized_start=9240
-  _globals['_APPLYPERMISSIONREQUEST']._serialized_end=9341
-  _globals['_GETPERMISSIONREQUEST']._serialized_start=9343
-  _globals['_GETPERMISSIONREQUEST']._serialized_end=9417
-  _globals['_LISTPERMISSIONSREQUEST']._serialized_start=9420
-  _globals['_LISTPERMISSIONSREQUEST']._serialized_end=9693
+  _globals['_LISTVALIDATIONREFERENCESRESPONSE']._serialized_start=9040
+  _globals['_LISTVALIDATIONREFERENCESRESPONSE']._serialized_end=9194
+  _globals['_DELETEVALIDATIONREFERENCEREQUEST']._serialized_start=9196
+  _globals['_DELETEVALIDATIONREFERENCEREQUEST']._serialized_end=9277
+  _globals['_APPLYPERMISSIONREQUEST']._serialized_start=9279
+  _globals['_APPLYPERMISSIONREQUEST']._serialized_end=9380
+  _globals['_GETPERMISSIONREQUEST']._serialized_start=9382
+  _globals['_GETPERMISSIONREQUEST']._serialized_end=9456
+  _globals['_LISTPERMISSIONSREQUEST']._serialized_start=9459
+  _globals['_LISTPERMISSIONSREQUEST']._serialized_end=9732
   _globals['_LISTPERMISSIONSREQUEST_TAGSENTRY']._serialized_start=1681
   _globals['_LISTPERMISSIONSREQUEST_TAGSENTRY']._serialized_end=1724
-  _globals['_LISTPERMISSIONSRESPONSE']._serialized_start=9695
-  _globals['_LISTPERMISSIONSRESPONSE']._serialized_end=9821
-  _globals['_DELETEPERMISSIONREQUEST']._serialized_start=9823
-  _globals['_DELETEPERMISSIONREQUEST']._serialized_end=9895
-  _globals['_APPLYPROJECTREQUEST']._serialized_start=9897
-  _globals['_APPLYPROJECTREQUEST']._serialized_end=9972
-  _globals['_GETPROJECTREQUEST']._serialized_start=9974
-  _globals['_GETPROJECTREQUEST']._serialized_end=10028
-  _globals['_LISTPROJECTSREQUEST']._serialized_start=10031
-  _globals['_LISTPROJECTSREQUEST']._serialized_end=10281
+  _globals['_LISTPERMISSIONSRESPONSE']._serialized_start=9734
+  _globals['_LISTPERMISSIONSRESPONSE']._serialized_end=9860
+  _globals['_DELETEPERMISSIONREQUEST']._serialized_start=9862
+  _globals['_DELETEPERMISSIONREQUEST']._serialized_end=9934
+  _globals['_APPLYPROJECTREQUEST']._serialized_start=9936
+  _globals['_APPLYPROJECTREQUEST']._serialized_end=10011
+  _globals['_GETPROJECTREQUEST']._serialized_start=10013
+  _globals['_GETPROJECTREQUEST']._serialized_end=10067
+  _globals['_LISTPROJECTSREQUEST']._serialized_start=10070
+  _globals['_LISTPROJECTSREQUEST']._serialized_end=10320
   _globals['_LISTPROJECTSREQUEST_TAGSENTRY']._serialized_start=1681
   _globals['_LISTPROJECTSREQUEST_TAGSENTRY']._serialized_end=1724
-  _globals['_LISTPROJECTSRESPONSE']._serialized_start=10283
-  _globals['_LISTPROJECTSRESPONSE']._serialized_end=10400
-  _globals['_DELETEPROJECTREQUEST']._serialized_start=10402
-  _globals['_DELETEPROJECTREQUEST']._serialized_end=10454
-  _globals['_ENTITYREFERENCE']._serialized_start=10456
-  _globals['_ENTITYREFERENCE']._serialized_end=10501
-  _globals['_ENTITYRELATION']._serialized_start=10503
-  _globals['_ENTITYRELATION']._serialized_end=10617
-  _globals['_GETREGISTRYLINEAGEREQUEST']._serialized_start=10620
-  _globals['_GETREGISTRYLINEAGEREQUEST']._serialized_end=10843
-  _globals['_GETREGISTRYLINEAGERESPONSE']._serialized_start=10846
-  _globals['_GETREGISTRYLINEAGERESPONSE']._serialized_end=11142
-  _globals['_GETOBJECTRELATIONSHIPSREQUEST']._serialized_start=11145
-  _globals['_GETOBJECTRELATIONSHIPSREQUEST']._serialized_end=11384
-  _globals['_GETOBJECTRELATIONSHIPSRESPONSE']._serialized_start=11387
-  _globals['_GETOBJECTRELATIONSHIPSRESPONSE']._serialized_end=11530
-  _globals['_FEATURE']._serialized_start=11533
-  _globals['_FEATURE']._serialized_end=11851
+  _globals['_LISTPROJECTSRESPONSE']._serialized_start=10322
+  _globals['_LISTPROJECTSRESPONSE']._serialized_end=10439
+  _globals['_DELETEPROJECTREQUEST']._serialized_start=10441
+  _globals['_DELETEPROJECTREQUEST']._serialized_end=10493
+  _globals['_ENTITYREFERENCE']._serialized_start=10495
+  _globals['_ENTITYREFERENCE']._serialized_end=10540
+  _globals['_ENTITYRELATION']._serialized_start=10542
+  _globals['_ENTITYRELATION']._serialized_end=10656
+  _globals['_GETREGISTRYLINEAGEREQUEST']._serialized_start=10659
+  _globals['_GETREGISTRYLINEAGEREQUEST']._serialized_end=10882
+  _globals['_GETREGISTRYLINEAGERESPONSE']._serialized_start=10885
+  _globals['_GETREGISTRYLINEAGERESPONSE']._serialized_end=11181
+  _globals['_GETOBJECTRELATIONSHIPSREQUEST']._serialized_start=11184
+  _globals['_GETOBJECTRELATIONSHIPSREQUEST']._serialized_end=11423
+  _globals['_GETOBJECTRELATIONSHIPSRESPONSE']._serialized_start=11426
+  _globals['_GETOBJECTRELATIONSHIPSRESPONSE']._serialized_end=11569
+  _globals['_FEATURE']._serialized_start=11572
+  _globals['_FEATURE']._serialized_end=11890
   _globals['_FEATURE_TAGSENTRY']._serialized_start=1681
   _globals['_FEATURE_TAGSENTRY']._serialized_end=1724
-  _globals['_LISTFEATURESREQUEST']._serialized_start=11854
-  _globals['_LISTFEATURESREQUEST']._serialized_end=12065
-  _globals['_LISTFEATURESRESPONSE']._serialized_start=12067
-  _globals['_LISTFEATURESRESPONSE']._serialized_end=12188
-  _globals['_GETFEATUREREQUEST']._serialized_start=12190
-  _globals['_GETFEATUREREQUEST']._serialized_end=12283
-  _globals['_REGISTRYSERVER']._serialized_start=12286
-  _globals['_REGISTRYSERVER']._serialized_end=17488
+  _globals['_LISTFEATURESREQUEST']._serialized_start=11893
+  _globals['_LISTFEATURESREQUEST']._serialized_end=12104
+  _globals['_LISTFEATURESRESPONSE']._serialized_start=12106
+  _globals['_LISTFEATURESRESPONSE']._serialized_end=12227
+  _globals['_GETFEATUREREQUEST']._serialized_start=12229
+  _globals['_GETFEATUREREQUEST']._serialized_end=12322
+  _globals['_REGISTRYSERVER']._serialized_start=12325
+  _globals['_REGISTRYSERVER']._serialized_end=17527
 # @@protoc_insertion_point(module_scope)
diff --git a/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.pyi b/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.pyi
index 9171c75a5be..e76775d0004 100644
--- a/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.pyi
+++ b/sdk/python/feast/protos/feast/registry/RegistryServer_pb2.pyi
@@ -1218,6 +1218,8 @@ class ListSavedDatasetsRequest(google.protobuf.message.Message):
     TAGS_FIELD_NUMBER: builtins.int
     PAGINATION_FIELD_NUMBER: builtins.int
     SORTING_FIELD_NUMBER: builtins.int
+    NAMESPACE_FIELD_NUMBER: builtins.int
+    COLLECTION_FIELD_NUMBER: builtins.int
     project: builtins.str
     allow_cache: builtins.bool
     @property
@@ -1226,6 +1228,10 @@ class ListSavedDatasetsRequest(google.protobuf.message.Message):
     def pagination(self) -> global___PaginationParams: ...
     @property
     def sorting(self) -> global___SortingParams: ...
+    namespace: builtins.str
+    """Optional logical namespace filter. Empty string means no filter."""
+    collection: builtins.str
+    """Optional collection filter. Empty string means no filter."""
     def __init__(
         self,
         *,
@@ -1234,9 +1240,11 @@ class ListSavedDatasetsRequest(google.protobuf.message.Message):
         tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
         pagination: global___PaginationParams | None = ...,
         sorting: global___SortingParams | None = ...,
+        namespace: builtins.str = ...,
+        collection: builtins.str = ...,
     ) -> None: ...
     def HasField(self, field_name: typing_extensions.Literal["pagination", b"pagination", "sorting", b"sorting"]) -> builtins.bool: ...
-    def ClearField(self, field_name: typing_extensions.Literal["allow_cache", b"allow_cache", "pagination", b"pagination", "project", b"project", "sorting", b"sorting", "tags", b"tags"]) -> None: ...
+    def ClearField(self, field_name: typing_extensions.Literal["allow_cache", b"allow_cache", "collection", b"collection", "namespace", b"namespace", "pagination", b"pagination", "project", b"project", "sorting", b"sorting", "tags", b"tags"]) -> None: ...
 
 global___ListSavedDatasetsRequest = ListSavedDatasetsRequest
 
diff --git a/sdk/python/feast/registry_server.py b/sdk/python/feast/registry_server.py
index 8c6a979cc8a..a6fcb143124 100644
--- a/sdk/python/feast/registry_server.py
+++ b/sdk/python/feast/registry_server.py
@@ -12,7 +12,7 @@
 from feast.base_feature_view import BaseFeatureView
 from feast.data_source import DataSource
 from feast.entity import Entity
-from feast.errors import FeastObjectNotFoundException
+from feast.errors import FeastObjectNotFoundException, FeastPermissionError
 from feast.feast_object import FeastObject
 from feast.feature_view import FeatureView
 from feast.grpc_error_interceptor import ErrorInterceptor
@@ -24,6 +24,8 @@
 from feast.permissions.security_manager import (
     assert_permissions,
     assert_permissions_to_update,
+    get_security_manager,
+    is_auth_necessary,
     permitted_resources,
 )
 from feast.permissions.server.grpc import AuthInterceptor
@@ -182,6 +184,82 @@ def __init__(self, registry: BaseRegistry, store=None) -> None:
         self.proxied_registry = registry
         self.store = store
 
+    _JOB_NAME_TEMPLATES: dict = {
+        "featureView": ["feast_apply_feature_view_{name}"],
+        "featureService": [
+            "feature_service_{name}",
+            "feast_apply_feature_service_{name}",
+        ],
+        "savedDataset": ["saved_dataset_{name}"],
+        "onDemandFeatureView": ["feast_apply_odfv_{name}"],
+    }
+
+    @property
+    def _openlineage_enabled(self) -> bool:
+        """Fast cached check: is OpenLineage configured and enabled?
+
+        Evaluated once per RegistryServer lifetime so Apply/Delete handlers
+        pay zero cost when OL is disabled.
+        """
+        cached = getattr(self, "_ol_enabled_cache", None)
+        if cached is not None:
+            return cached
+        enabled = False
+        try:
+            if self.store:
+                ol_cfg = getattr(self.store.config, "openlineage", None)
+                if ol_cfg is not None and getattr(ol_cfg, "enabled", False):
+                    enabled = True
+        except Exception:
+            pass
+        self._ol_enabled_cache = enabled
+        return enabled
+
+    def _emit_openlineage_for_objects(self, objects: list, project: str):
+        """Emit OpenLineage events for objects modified via API/gRPC.
+
+        Skips entirely when OL is disabled — no imports, no emitter access.
+        All errors are caught so registry operations never fail due to OL.
+        """
+        if not self._openlineage_enabled or not objects:
+            return
+        try:
+            emitter = self.store.openlineage_emitter
+            if emitter is not None:
+                emitter.emit_apply(objects, project)
+        except Exception as e:
+            logger.warning(f"Failed to emit OpenLineage events for API apply: {e}")
+
+    def _delete_openlineage_for_object(self, name: str, project: str, object_type: str):
+        """Remove OpenLineage data for a deleted Feast object.
+
+        Skips entirely when OL consumer is not active.
+        All errors are caught so registry deletes never fail due to OL.
+        """
+        if not self._openlineage_enabled:
+            return
+        try:
+            import feast.api.registry.rest as rest_module
+
+            ol_store = getattr(rest_module, "_ol_store_instance", None)
+            if ol_store is None:
+                return
+
+            ol_config = getattr(rest_module, "_ol_config", None)
+            namespace = (
+                ol_config.namespace if ol_config and ol_config.namespace else project
+            )
+
+            ol_store.delete_dataset(namespace, name)
+
+            for tpl in self._JOB_NAME_TEMPLATES.get(object_type, []):
+                ol_store.delete_job(namespace, tpl.format(name=name))
+
+        except Exception as e:
+            logger.warning(
+                f"Failed to delete OpenLineage data for {object_type}/{name}: {e}"
+            )
+
     def Proto(self, request: Empty, context) -> RegistryProto:
         """Build a RegistryProto from individually RBAC-filtered list calls.
 
@@ -288,6 +366,7 @@ def ApplyEntity(self, request: RegistryServer_pb2.ApplyEntityRequest, context):
             project=request.project,
             commit=request.commit,
         )
+        self._emit_openlineage_for_objects([entity], request.project)
 
         return Empty()
 
@@ -334,6 +413,7 @@ def DeleteEntity(self, request: RegistryServer_pb2.DeleteEntityRequest, context)
         self.proxied_registry.delete_entity(
             name=request.name, project=request.project, commit=request.commit
         )
+        self._delete_openlineage_for_object(request.name, request.project, "entity")
         return Empty()
 
     def ApplyDataSource(
@@ -352,6 +432,7 @@ def ApplyDataSource(
             project=request.project,
             commit=request.commit,
         )
+        self._emit_openlineage_for_objects([data_source], request.project)
 
         return Empty()
 
@@ -405,6 +486,7 @@ def DeleteDataSource(
         self.proxied_registry.delete_data_source(
             name=request.name, project=request.project, commit=request.commit
         )
+        self._delete_openlineage_for_object(request.name, request.project, "dataSource")
         return Empty()
 
     def GetFeatureView(
@@ -497,13 +579,12 @@ def ApplyFeatureView(
         else:
             raise ValueError(f"Unexpected feature view type: {feature_view_type}")
 
-        (
-            self.proxied_registry.apply_feature_view(
-                feature_view=feature_view,
-                project=request.project,
-                commit=request.commit,
-            ),
+        self.proxied_registry.apply_feature_view(
+            feature_view=feature_view,
+            project=request.project,
+            commit=request.commit,
         )
+        self._emit_openlineage_for_objects([feature_view], request.project)
 
         return Empty()
 
@@ -689,6 +770,14 @@ def DeleteFeatureView(
             name=request.name, project=request.project, allow_cache=False
         )
 
+        from feast.on_demand_feature_view import OnDemandFeatureView
+
+        fv_type = (
+            "onDemandFeatureView"
+            if isinstance(feature_view, OnDemandFeatureView)
+            else "featureView"
+        )
+
         assert_permissions(
             resource=cast(FeastObject, feature_view),
             actions=[AuthzedAction.DELETE],
@@ -696,6 +785,7 @@ def DeleteFeatureView(
         self.proxied_registry.delete_feature_view(
             name=request.name, project=request.project, commit=request.commit
         )
+        self._delete_openlineage_for_object(request.name, request.project, fv_type)
         return Empty()
 
     def GetStreamFeatureView(
@@ -832,6 +922,7 @@ def ApplyFeatureService(
             project=request.project,
             commit=request.commit,
         )
+        self._emit_openlineage_for_objects([feature_service], request.project)
 
         return Empty()
 
@@ -904,6 +995,9 @@ def DeleteFeatureService(
         self.proxied_registry.delete_feature_service(
             name=request.name, project=request.project, commit=request.commit
         )
+        self._delete_openlineage_for_object(
+            request.name, request.project, "featureService"
+        )
         return Empty()
 
     def ApplySavedDataset(
@@ -922,6 +1016,7 @@ def ApplySavedDataset(
             project=request.project,
             commit=request.commit,
         )
+        self._emit_openlineage_for_objects([saved_dataset], request.project)
 
         return Empty()
 
@@ -940,6 +1035,8 @@ def GetSavedDataset(
     def ListSavedDatasets(
         self, request: RegistryServer_pb2.ListSavedDatasetsRequest, context
     ):
+        namespace_filter = request.namespace if request.namespace else None
+        collection_filter = request.collection if request.collection else None
         paginated_saved_datasets, pagination_metadata = apply_pagination_and_sorting(
             permitted_resources(
                 resources=cast(
@@ -948,6 +1045,8 @@ def ListSavedDatasets(
                         project=request.project,
                         allow_cache=request.allow_cache,
                         tags=dict(request.tags),
+                        namespace=namespace_filter,
+                        collection=collection_filter,
                     ),
                 ),
                 actions=AuthzedAction.DESCRIBE,
@@ -976,6 +1075,9 @@ def DeleteSavedDataset(
         self.proxied_registry.delete_saved_dataset(
             name=request.name, project=request.project, commit=request.commit
         )
+        self._delete_openlineage_for_object(
+            request.name, request.project, "savedDataset"
+        )
 
         return Empty()
 
@@ -1370,10 +1472,12 @@ def ApplyMaterialization(
         return Empty()
 
     def UpdateInfra(self, request: RegistryServer_pb2.UpdateInfraRequest, context):
-        project = self.proxied_registry.get_project(
-            name=request.project, allow_cache=True
+        # Create-or-update so first remote apply can write infra for a new project.
+        assert_permissions_to_update(
+            resource=Project(name=request.project),
+            getter=self.proxied_registry.get_project,
+            project=request.project,
         )
-        assert_permissions(resource=project, actions=[AuthzedAction.UPDATE])
         self.proxied_registry.update_infra(
             infra=Infra.from_proto(request.infra),
             project=request.project,
@@ -1382,10 +1486,19 @@ def UpdateInfra(self, request: RegistryServer_pb2.UpdateInfraRequest, context):
         return Empty()
 
     def GetInfra(self, request: RegistryServer_pb2.GetInfraRequest, context):
-        project = self.proxied_registry.get_project(
-            name=request.project, allow_cache=True
-        )
-        assert_permissions(resource=project, actions=[AuthzedAction.DESCRIBE])
+        # plan() calls get_infra before the project is created on a shared remote
+        # registry. Mirror ListProjectMetadata: authorize when present, and for a
+        # missing project require CREATE (or allow when auth is off).
+        try:
+            project = self.proxied_registry.get_project(
+                name=request.project, allow_cache=True
+            )
+            assert_permissions(resource=project, actions=[AuthzedAction.DESCRIBE])
+        except FeastObjectNotFoundException:
+            assert_permissions(
+                resource=Project(name=request.project),
+                actions=[AuthzedAction.CREATE],
+            )
         return self.proxied_registry.get_infra(
             project=request.project, allow_cache=request.allow_cache
         ).to_proto()
@@ -1483,17 +1596,26 @@ def GetProject(self, request: RegistryServer_pb2.GetProjectRequest, context):
         ).to_proto()
 
     def ListProjects(self, request: RegistryServer_pb2.ListProjectsRequest, context):
-        paginated_projects, pagination_metadata = apply_pagination_and_sorting(
-            permitted_resources(
-                resources=cast(
-                    list[FeastObject],
-                    self.proxied_registry.list_projects(
-                        allow_cache=request.allow_cache,
-                        tags=dict(request.tags),
-                    ),
+        from feast.constants import PROTECTED_PROJECT_TAG
+
+        permitted_projects = permitted_resources(
+            resources=cast(
+                list[FeastObject],
+                self.proxied_registry.list_projects(
+                    allow_cache=request.allow_cache,
+                    tags=dict(request.tags),
                 ),
-                actions=AuthzedAction.DESCRIBE,
             ),
+            actions=AuthzedAction.DESCRIBE,
+        )
+
+        # Exclude protected projects after RBAC check
+        visible_projects = [
+            p for p in permitted_projects if p.tags.get(PROTECTED_PROJECT_TAG) != "true"
+        ]
+
+        paginated_projects, pagination_metadata = apply_pagination_and_sorting(
+            visible_projects,
             pagination=request.pagination,
             sorting=request.sorting,
         )
@@ -1590,16 +1712,37 @@ def GetObjectRelationships(
         )
 
     def Commit(self, request, context):
-        for project in self.proxied_registry.list_projects(allow_cache=True):
-            assert_permissions(resource=project, actions=[AuthzedAction.UPDATE])
+        # Per-object mutations are authorized in Apply*/Delete* RPCs.
+        # Requiring UPDATE on every project breaks shared-registry multi-tenant
+        # commits (remote feastRef with different feastProjects). Require CREATE
+        # or UPDATE on at least one project when auth is enabled instead.
+        projects = cast(
+            list[FeastObject],
+            list(self.proxied_registry.list_projects(allow_cache=True)),
+        )
+        if projects and is_auth_necessary(get_security_manager()):
+            can_update = permitted_resources(
+                resources=projects, actions=AuthzedAction.UPDATE
+            )
+            can_create = permitted_resources(
+                resources=projects, actions=AuthzedAction.CREATE
+            )
+            if not can_update and not can_create:
+                raise FeastPermissionError(
+                    "Not authorized to commit registry changes: "
+                    "CREATE or UPDATE permission required on at least one project"
+                )
         self.proxied_registry.commit()
         return Empty()
 
     def Refresh(self, request, context):
-        project = self.proxied_registry.get_project(
-            name=request.project, allow_cache=True
+        # Use create-or-update authorization so first apply of a new project over
+        # a remote registry can refresh before the project exists yet.
+        assert_permissions_to_update(
+            resource=Project(name=request.project),
+            getter=self.proxied_registry.get_project,
+            project=request.project,
         )
-        assert_permissions(resource=project, actions=[AuthzedAction.UPDATE])
         self.proxied_registry.refresh(request.project)
         return Empty()
 
@@ -1720,6 +1863,57 @@ def GetFeature(self, request: RegistryServer_pb2.GetFeatureRequest, context):
         )
 
 
+def _sync_protected_project_tag(store: FeatureStore):
+    """Sync the protected project tag based on FEAST_PROTECTED_PROJECT env var.
+
+    When FEAST_PROTECTED_PROJECT=true, tags the project as protected in the
+    shared registry. When the env var is absent or false, removes the tag
+    if it was previously set — allowing temporary protection that can be
+    reversed by removing the annotation from the FeatureStore CR.
+    """
+    import os
+
+    from feast.constants import FEAST_PROTECTED_PROJECT_ENV, PROTECTED_PROJECT_TAG
+
+    should_protect = os.environ.get(FEAST_PROTECTED_PROJECT_ENV, "").lower() == "true"
+
+    try:
+        existing = store.registry.get_project(name=store.project, allow_cache=False)
+    except Exception:
+        if should_protect:
+            from feast.project import Project
+
+            project = Project(
+                name=store.project,
+                tags={PROTECTED_PROJECT_TAG: "true"},
+            )
+            store.registry.apply_project(project, commit=True)
+            logger.info(
+                "Tagged project '%s' as protected (%s=true)",
+                store.project,
+                PROTECTED_PROJECT_TAG,
+            )
+        return
+
+    is_protected = existing.tags.get(PROTECTED_PROJECT_TAG) == "true"
+
+    if should_protect and not is_protected:
+        existing.tags[PROTECTED_PROJECT_TAG] = "true"
+        store.registry.apply_project(existing, commit=True)
+        logger.info(
+            "Tagged project '%s' as protected (%s=true)",
+            store.project,
+            PROTECTED_PROJECT_TAG,
+        )
+    elif not should_protect and is_protected:
+        del existing.tags[PROTECTED_PROJECT_TAG]
+        store.registry.apply_project(existing, commit=True)
+        logger.info(
+            "Removed protected tag from project '%s'",
+            store.project,
+        )
+
+
 def start_server(
     store: FeatureStore,
     port: int,
@@ -1727,6 +1921,8 @@ def start_server(
     tls_key_path: str = "",
     tls_cert_path: str = "",
 ):
+    _sync_protected_project_tag(store)
+
     auth_manager_type = str_to_auth_manager_type(store.config.auth_config.type)
     init_security_manager(auth_type=auth_manager_type, fs=store)
     init_auth_manager(
diff --git a/sdk/python/feast/repo_config.py b/sdk/python/feast/repo_config.py
index de83a2db163..54e7b2f5d68 100644
--- a/sdk/python/feast/repo_config.py
+++ b/sdk/python/feast/repo_config.py
@@ -108,6 +108,7 @@
     "clickhouse": "feast.infra.offline_stores.contrib.clickhouse_offline_store.clickhouse.ClickhouseOfflineStore",
     "ray": "feast.infra.offline_stores.contrib.ray_offline_store.ray.RayOfflineStore",
     "oracle": "feast.infra.offline_stores.contrib.oracle_offline_store.oracle.OracleOfflineStore",
+    "hybrid": "feast.infra.offline_stores.hybrid_offline_store.HybridOfflineStore",
 }
 
 FEATURE_SERVER_CONFIG_CLASS_FOR_TYPE = {
@@ -205,19 +206,33 @@ class RegistryConfig(FeastBaseModel):
     mcp: Optional[McpRegistryConfig] = None
     """ McpRegistryConfig: MCP (Model Context Protocol) configuration for the registry REST server. """
 
+    @staticmethod
+    def _normalize_postgres_scheme(value: str, field_name: str) -> str:
+        """Rewrite a bare ``postgresql://`` URL to the psycopg3 driver, with a warning.
+
+        SQLAlchemy resolves a bare ``postgresql://`` to the psycopg2 driver, while
+        feast standardizes on psycopg3 (``postgresql+psycopg``). Pass an explicit
+        ``postgresql+psycopg2`` to keep psycopg2. Shared by the ``path`` and
+        ``read_path`` validators so both endpoints normalize identically.
+        """
+        if value.startswith("postgresql://"):
+            _logger.warning(
+                f"The `{field_name}` of the `RegistryConfig` starts with a plain "
+                "`postgresql` string. We are updating this to `postgresql+psycopg` "
+                "to ensure that the `psycopg3` driver is used by `sqlalchemy`. If "
+                f"you want to use `psycopg2` pass `postgresql+psycopg2` explicitly "
+                f"to `{field_name}`. To silence this warning, pass `postgresql+psycopg` "
+                f"explicitly to `{field_name}`."
+            )
+            # Rewrite only the leading scheme, not any later occurrence (e.g.
+            # inside credentials or a query string).
+            return "postgresql+psycopg://" + value[len("postgresql://") :]
+        return value
+
     @field_validator("path")
     def validate_path(cls, path: str, values: ValidationInfo) -> str:
         if values.data.get("registry_type") == "sql":
-            if path.startswith("postgresql://"):
-                _logger.warning(
-                    "The `path` of the `RegistryConfig` starts with a plain "
-                    "`postgresql` string. We are updating this to `postgresql+psycopg` "
-                    "to ensure that the `psycopg3` driver is used by `sqlalchemy`. If "
-                    "you want to use `psycopg2` pass `postgresql+psycopg2` explicitely "
-                    "to `path`. To silence this warning, pass `postgresql+psycopg` "
-                    "explicitely to `path`."
-                )
-                return path.replace("postgresql://", "postgresql+psycopg://")
+            return cls._normalize_postgres_scheme(path, "path")
         return path
 
 
@@ -258,7 +273,21 @@ class OpenLineageConsumerConfig(FeastBaseModel):
     """ str: API key for authenticating producers sending events. """
 
     namespace_mapping: Optional[Dict[str, str]] = None
-    """ dict: Map of OL namespace -> Feast project for RBAC scoping. """
+    """ dict: Read-side RBAC bridge mapping external OL namespaces to Feast project
+    names. Users who can DESCRIBE a project also see lineage from mapped namespaces.
+    Example: {"spark://ml-team": "ml_team", "airflow://prod-cluster": "ml_team"} """
+
+    retention_days: int = 30
+    """ int: Number of days to retain OpenLineage events and runs. Set to 0 to
+    disable automatic pruning. Default: 30 days. """
+
+    retention_check_interval_hours: int = 6
+    """ int: How often the background pruning task runs, in hours. Default: 6. """
+
+    standalone_server: StrictBool = False
+    """ bool: When true, the retention background task is delegated to the
+    standalone lineage server. All consumer API endpoints remain available
+    on both servers. """
 
 
 class OpenLineageConfig(FeastBaseModel):
@@ -321,6 +350,9 @@ def to_openlineage_config(self):
                 connection_string=self.consumer.connection_string,
                 api_key=self.consumer.api_key,
                 namespace_mapping=self.consumer.namespace_mapping or {},
+                retention_days=self.consumer.retention_days,
+                retention_check_interval_hours=self.consumer.retention_check_interval_hours,
+                standalone_server=self.consumer.standalone_server,
             )
 
         return OLConfig(
@@ -337,6 +369,39 @@ def to_openlineage_config(self):
         )
 
 
+class EmbeddingModelConfig(FeastConfigBaseModel):
+    """Configuration for the query-time embedding model used by the feature server.
+
+    Required when using ``openai_search`` or the
+    ``/v1/vector_stores/{vector_store_id}/search`` endpoint.
+
+    **Sentence Transformers** (default) — runs locally, no API key required.
+    Ideal for air-gapped or cost-sensitive deployments.  Requires the
+    ``sentence-transformers`` package (``pip install sentence-transformers``).
+
+    Example in ``feature_store.yaml``::
+
+        embedding_model:
+          provider: sentence_transformers   # default; can be omitted
+          model: all-MiniLM-L6-v2
+
+    Custom providers can be plugged in by implementing the
+    :class:`~feast.embedder.EmbeddingProvider` protocol and passing an
+    instance to :class:`~feast.feature_store.FeatureStore`.
+    """
+
+    provider: str = "sentence_transformers"
+    """Embedding backend to use.  Supported values:
+    ``'sentence_transformers'`` (default)."""
+
+    model: str
+    """Model identifier.
+
+    Any HuggingFace model name compatible with ``SentenceTransformer``,
+    e.g. ``'all-MiniLM-L6-v2'``, ``'BAAI/bge-small-en-v1.5'``.
+    """
+
+
 class RepoConfig(FeastBaseModel):
     """Repo config. Typically loaded from `feature_store.yaml`"""
 
@@ -376,6 +441,13 @@ class RepoConfig(FeastBaseModel):
     feature_server: Optional[Any] = None
     """ FeatureServerConfig: Feature server configuration (optional depending on provider) """
 
+    embedding_model: Optional[EmbeddingModelConfig] = Field(
+        None, alias="embedding_model"
+    )
+    """ EmbeddingModelConfig: Embedding model configuration.
+    Required when using openai_search or the
+    OpenAI-compatible vector store search endpoint. """
+
     flags: Any = None
     """ Flags (deprecated field): Feature flags for experimental features """
 
diff --git a/sdk/python/feast/saved_dataset.py b/sdk/python/feast/saved_dataset.py
index 9ed69861d4b..32877bbd017 100644
--- a/sdk/python/feast/saved_dataset.py
+++ b/sdk/python/feast/saved_dataset.py
@@ -83,6 +83,9 @@ class SavedDataset:
     storage: SavedDatasetStorage
     tags: Dict[str, str]
     feature_service_name: Optional[str] = None
+    namespace: str = ""
+    collection: str = ""
+    description: str = ""
 
     created_timestamp: Optional[datetime] = None
     last_updated_timestamp: Optional[datetime] = None
@@ -101,6 +104,9 @@ def __init__(
         full_feature_names: bool = False,
         tags: Optional[Dict[str, str]] = None,
         feature_service_name: Optional[str] = None,
+        namespace: str = "",
+        collection: str = "",
+        description: str = "",
     ):
         self.name = name
         self.features = features
@@ -109,6 +115,9 @@ def __init__(
         self.full_feature_names = full_feature_names
         self.tags = tags or {}
         self.feature_service_name = feature_service_name
+        self.namespace = namespace
+        self.collection = collection
+        self.description = description
 
         self._retrieval_job = None
 
@@ -124,9 +133,7 @@ def __hash__(self):
 
     def __eq__(self, other):
         if not isinstance(other, SavedDataset):
-            raise TypeError(
-                "Comparisons should only involve SavedDataset class objects."
-            )
+            return False
 
         if (
             self.name != other.name
@@ -136,6 +143,9 @@ def __eq__(self, other):
             or self.full_feature_names != other.full_feature_names
             or self.tags != other.tags
             or self.feature_service_name != other.feature_service_name
+            or self.namespace != other.namespace
+            or self.collection != other.collection
+            or self.description != other.description
         ):
             return False
 
@@ -156,6 +166,9 @@ def from_proto(saved_dataset_proto: SavedDatasetProto):
             full_feature_names=saved_dataset_proto.spec.full_feature_names,
             storage=SavedDatasetStorage.from_proto(saved_dataset_proto.spec.storage),
             tags=dict(saved_dataset_proto.spec.tags.items()),
+            namespace=saved_dataset_proto.spec.namespace,
+            collection=saved_dataset_proto.spec.collection,
+            description=saved_dataset_proto.spec.description,
         )
 
         if saved_dataset_proto.spec.feature_service_name:
@@ -202,6 +215,9 @@ def to_proto(self) -> SavedDatasetProto:
             full_feature_names=self.full_feature_names,
             storage=self.storage.to_proto(),
             tags=self.tags,
+            namespace=self.namespace,
+            collection=self.collection,
+            description=self.description,
         )
         if self.feature_service_name:
             spec.feature_service_name = self.feature_service_name
diff --git a/sdk/python/feast/stream_feature_view.py b/sdk/python/feast/stream_feature_view.py
index c2b4625214a..0538345069f 100644
--- a/sdk/python/feast/stream_feature_view.py
+++ b/sdk/python/feast/stream_feature_view.py
@@ -248,7 +248,7 @@ def _schema_or_udf_changed(self, other: "BaseFeatureView") -> bool:
 
     def __eq__(self, other):
         if not isinstance(other, StreamFeatureView):
-            raise TypeError("Comparisons should only involve StreamFeatureViews")
+            return False
 
         if not super().__eq__(other):
             return False
diff --git a/sdk/python/feast/templates/pytorch_nlp/README.md b/sdk/python/feast/templates/pytorch_nlp/README.md
index 7fe0e0e708d..5e26d264d4b 100644
--- a/sdk/python/feast/templates/pytorch_nlp/README.md
+++ b/sdk/python/feast/templates/pytorch_nlp/README.md
@@ -255,12 +255,15 @@ def load_artifacts(app: FastAPI):
 
     # Update global references for easy access
     import example_repo
+
     example_repo._sentiment_model = app.state.sentiment_model
     example_repo._lookup_tables = app.state.lookup_tables
 
+
 # example_repo.py - Use pre-loaded artifacts
 _sentiment_model = None  # Set by static_artifacts.py
 
+
 def sentiment_prediction(inputs):
     global _sentiment_model
     if _sentiment_model is not None:
@@ -296,9 +299,11 @@ def load_custom_embeddings():
     embeddings_file = Path(__file__).parent / "data" / "user_embeddings.npy"
     if embeddings_file.exists():
         import numpy as np
+
         return {"embeddings": np.load(embeddings_file)}
     return None
 
+
 def load_artifacts(app: FastAPI):
     # Load your custom artifacts
     app.state.custom_embeddings = load_custom_embeddings()
@@ -306,6 +311,7 @@ def load_artifacts(app: FastAPI):
 
     # Make them available to feature views
     import example_repo
+
     example_repo._custom_embeddings = app.state.custom_embeddings
 ```
 
@@ -326,11 +332,21 @@ store = FeatureStore(repo_path=".")
 from datetime import datetime
 import pandas as pd
 
-entity_df = pd.DataFrame({
-    "text_id": ["text_0000", "text_0001", "text_0002"],
-    "user_id": ["user_080", "user_091", "user_052"],  # Use actual generated user IDs
-    "event_timestamp": [datetime.now(), datetime.now(), datetime.now()]  # Current timestamps
-})
+entity_df = pd.DataFrame(
+    {
+        "text_id": ["text_0000", "text_0001", "text_0002"],
+        "user_id": [
+            "user_080",
+            "user_091",
+            "user_052",
+        ],  # Use actual generated user IDs
+        "event_timestamp": [
+            datetime.now(),
+            datetime.now(),
+            datetime.now(),
+        ],  # Current timestamps
+    }
+)
 
 training_df = store.get_historical_features(
     entity_df=entity_df,
@@ -352,7 +368,7 @@ print(training_df.head())
 # Get features for online serving (use actual entity combinations)
 entity_rows = [
     {"text_id": "text_0000", "user_id": "user_080"},
-    {"text_id": "text_0001", "user_id": "user_091"}
+    {"text_id": "text_0001", "user_id": "user_091"},
 ]
 
 online_features = store.get_online_features(
@@ -367,10 +383,12 @@ print("Online features:", online_features)
 
 ```python
 # Real-time sentiment analysis
-prediction_rows = [{
-    "input_text": "I love this product!",
-    "model_name": "cardiffnlp/twitter-roberta-base-sentiment-latest"
-}]
+prediction_rows = [
+    {
+        "input_text": "I love this product!",
+        "model_name": "cardiffnlp/twitter-roberta-base-sentiment-latest",
+    }
+]
 
 predictions = store.get_online_features(
     features=[
@@ -473,12 +491,14 @@ curl -X POST \
 
 ### Adding New Features
 
+<!-- fmt:off -->
 ```python
 # In example_repo.py, add to text_features_fv schema:
 Field(name="hashtag_count", dtype=Int64, description="Number of hashtags"),
 Field(name="mention_count", dtype=Int64, description="Number of @mentions"),
 Field(name="url_count", dtype=Int64, description="Number of URLs"),
 ```
+<!-- fmt:on -->
 
 ### Using Different Models
 
diff --git a/sdk/python/feast/templates/rag/README.md b/sdk/python/feast/templates/rag/README.md
new file mode 100644
index 00000000000..a6aa153d6a2
--- /dev/null
+++ b/sdk/python/feast/templates/rag/README.md
@@ -0,0 +1,99 @@
+# City Information Q&A — RAG Demo with Feast
+
+A complete Retrieval-Augmented Generation (RAG) demo using Feast for feature management and Milvus for vector search.
+
+
+## Project Structure
+
+```
+rag/
+├── feature_repo/
+│   ├── data/
+│   │   └── city_wikipedia_summaries_with_embeddings.parquet  # Sample data (US cities)
+│   ├── example_repo.py       # Entity, Feature Views, Feature Service definitions
+│   ├── feature_store.yaml    # Feast config (Milvus online store, file offline store)
+│   └── test_workflow.py      # End-to-end demo: apply → materialize → search
+└── README.md
+```
+
+## Quick Start
+
+### 1. Initialize the template
+
+```bash
+feast init -t rag my_city_qa
+cd my_city_qa/feature_repo
+```
+
+### 2. Install dependencies
+
+```bash
+pip install feast torch transformers pymilvus
+```
+
+### 3. Apply feature definitions
+
+```bash
+feast apply
+```
+
+### 4. Explore in the Feast UI
+
+```bash
+feast ui
+```
+
+### 5. Run the demo workflow
+
+```bash
+python test_workflow.py
+```
+
+
+## Key Commands
+
+| Command | Description |
+|---------|-------------|
+| `feast apply` | Register entities, feature views, and feature services |
+| `feast materialize --disable-event-timestamp` | Load parquet data into the online store (Milvus) for vector search. Optionally add `-v city_summary_embeddings -v city_metadata` to materialize only those views. |
+| `feast feature-views list` | List registered feature views |
+| `feast entities list` | List registered entities |
+| `feast feature-services list` | List registered feature services |
+| `feast ui` | Start the Feast UI at http://localhost:8888 |
+
+
+## Architecture
+
+```
+┌─────────────────────────────────────────────────────────────────┐
+│                        City Q&A Pipeline                        │
+├─────────────────────────────────────────────────────────────────┤
+│                                                                 │
+│  User Question                                                  │
+│       │                                                         │
+│       ▼                                                         │
+│  ┌─────────────┐                                                │
+│  │ Embed Query │ (MiniLM 384-dim)                               │
+│  └─────────────┘                                                │
+│       │                                                         │
+│       ▼                                                         │
+│  ┌─────────────────────────────────────┐                        │
+│  │ city_summary_embeddings (Milvus)    │ ← Vector Search        │
+│  │   - vector (COSINE similarity)      │                        │
+│  │   - sentence_chunks                 │                        │
+│  └─────────────────────────────────────┘                        │
+│       │                                                         │
+│       ▼ (top-k city_ids)                                        │
+│  ┌─────────────────────────────────────┐                        │
+│  │ city_metadata (Feast Online Store)  │ ← Metadata Lookup      │
+│  │   - state                           │                        │
+│  │   - wiki_summary                    │                        │
+│  └─────────────────────────────────────┘                        │
+│       │                                                         │
+│       ▼                                                         │
+│  ┌─────────────┐                                                │
+│  │ LLM Answer  │ (optional: GPT/Claude)                         │
+│  └─────────────┘                                                │
+│                                                                 │
+└─────────────────────────────────────────────────────────────────┘
+```
diff --git a/sdk/python/feast/templates/rag/__init__.py b/sdk/python/feast/templates/rag/__init__.py
new file mode 100644
index 00000000000..8b137891791
--- /dev/null
+++ b/sdk/python/feast/templates/rag/__init__.py
@@ -0,0 +1 @@
+
diff --git a/sdk/python/feast/templates/rag/bootstrap.py b/sdk/python/feast/templates/rag/bootstrap.py
new file mode 100644
index 00000000000..a84fb23a639
--- /dev/null
+++ b/sdk/python/feast/templates/rag/bootstrap.py
@@ -0,0 +1,56 @@
+def bootstrap():
+    # Bootstrap() is called from init_repo() during `feast init`
+    import pathlib
+    from datetime import datetime
+
+    import numpy as np
+    import pandas as pd
+
+    repo_path = pathlib.Path(__file__).parent.absolute() / "feature_repo"
+    data_path = repo_path / "data"
+    data_path.mkdir(exist_ok=True)
+
+    # Minimal city data with embeddings (384-d to match feature_store embedding_dim)
+    embedding_dim = 384
+    now = datetime.now().replace(microsecond=0, tzinfo=None)
+    cities = [
+        (
+            1,
+            "New York",
+            "New York",
+            "New York City is the most populous city in the United States.",
+        ),
+        (
+            2,
+            "Los Angeles",
+            "California",
+            "Los Angeles is the second most populous city in the United States.",
+        ),
+        (
+            3,
+            "Chicago",
+            "Illinois",
+            "Chicago is the third most populous city in the United States.",
+        ),
+    ]
+    rows = []
+    for city_id, city_name, state, wiki_summary in cities:
+        vec = np.random.randn(embedding_dim).astype(np.float32)
+        vec = (vec / np.linalg.norm(vec)).tolist()
+        rows.append(
+            {
+                "city_id": city_id,
+                "event_timestamp": pd.Timestamp(now),
+                "vector": vec,
+                "sentence_chunks": wiki_summary[:200],
+                "state": f"{city_name}, {state}",
+                "wiki_summary": wiki_summary,
+            }
+        )
+    df = pd.DataFrame(rows)
+    parquet_path = data_path / "city_wikipedia_summaries_with_embeddings.parquet"
+    df.to_parquet(path=str(parquet_path), index=False)
+
+
+if __name__ == "__main__":
+    bootstrap()
diff --git a/sdk/python/feast/templates/rag/feature_repo/__init__.py b/sdk/python/feast/templates/rag/feature_repo/__init__.py
new file mode 100644
index 00000000000..8b137891791
--- /dev/null
+++ b/sdk/python/feast/templates/rag/feature_repo/__init__.py
@@ -0,0 +1 @@
+
diff --git a/sdk/python/feast/templates/rag/feature_repo/example_repo.py b/sdk/python/feast/templates/rag/feature_repo/example_repo.py
new file mode 100644
index 00000000000..af2ea96b1db
--- /dev/null
+++ b/sdk/python/feast/templates/rag/feature_repo/example_repo.py
@@ -0,0 +1,137 @@
+from datetime import timedelta
+
+from feast import (
+    Entity,
+    FeatureService,
+    FeatureView,
+    Field,
+    FileSource,
+    PushSource,
+)
+from feast.data_format import ParquetFormat
+from feast.types import Array, Float32, String
+from feast.value_type import ValueType
+
+# Entity: Identifies each city document/chunk in the knowledge base
+city = Entity(
+    name="city_id",
+    value_type=ValueType.INT64,
+    description="Unique identifier for each city Wikipedia summary (document chunk ID).",
+    join_keys=["city_id"],
+)
+
+# Data Source: Parquet file containing city summaries with pre-computed embeddings
+city_summaries_source = FileSource(
+    name="city_summaries_source",
+    file_format=ParquetFormat(),
+    path="./data/city_wikipedia_summaries_with_embeddings.parquet",
+    timestamp_field="event_timestamp",
+    description="Wikipedia summaries of US cities (batch).",
+)
+
+# Push Source: same schema as batch; allows near real-time ingestion of new/updated docs
+city_summaries_push_source = PushSource(
+    name="city_summaries_push_source",
+    batch_source=city_summaries_source,
+    description="Push source for real-time updates to city summaries/embeddings.",
+)
+
+# Feature View 1: City embeddings for semantic/vector search (RAG retrieval)
+city_summary_embeddings = FeatureView(
+    name="city_summary_embeddings",
+    description="City Wikipedia summaries with embeddings for semantic search. ",
+    entities=[city],
+    schema=[
+        Field(
+            name="vector",
+            dtype=Array(Float32),
+            description="384-dimensional sentence embedding for semantic similarity search (MiniLM).",
+            vector_index=True,
+            vector_search_metric="COSINE",
+        ),
+        Field(
+            name="sentence_chunks",
+            dtype=String,
+            description="Chunked sentences from the Wikipedia summary.",
+        ),
+    ],
+    source=city_summaries_source,
+    ttl=timedelta(days=1),
+    online=True,
+    tags={"team": "ml-platform", "use_case": "city_qa", "type": "vector"},
+)
+
+# Feature View 2: City metadata for scalar lookups (no vector search)
+city_metadata = FeatureView(
+    name="city_metadata",
+    description="City metadata including state and full Wikipedia summary. ",
+    entities=[city],
+    schema=[
+        Field(
+            name="state",
+            dtype=String,
+            description="US state where the city is located (e.g., 'New York, New York').",
+        ),
+        Field(
+            name="wiki_summary",
+            dtype=String,
+            description="Full Wikipedia summary of the city.",
+        ),
+    ],
+    source=city_summaries_source,
+    ttl=timedelta(hours=2),
+    online=True,
+    tags={"team": "ml-platform", "use_case": "city_qa", "type": "metadata"},
+)
+
+# Feature View 3: Fresh embeddings (PushSource) for near real-time doc updates
+city_summary_embeddings_realtime = FeatureView(
+    name="city_summary_embeddings_realtime",
+    description="Same as city_summary_embeddings but with real-time ingestion (PushSource).",
+    entities=[city],
+    schema=[
+        Field(
+            name="vector",
+            dtype=Array(Float32),
+            description="384-dimensional sentence embedding for semantic similarity search.",
+            vector_index=True,
+            vector_search_metric="COSINE",
+        ),
+        Field(
+            name="sentence_chunks",
+            dtype=String,
+            description="Chunked sentences from the Wikipedia summary.",
+        ),
+    ],
+    source=city_summaries_push_source,
+    ttl=timedelta(hours=2),
+    online=True,
+    tags={
+        "team": "ml-platform",
+        "use_case": "city_qa",
+        "type": "vector",
+        "ingestion": "push",
+    },
+)
+
+# Feature Service: Bundles features for the City Q&A retrieval endpoint
+city_qa_v1 = FeatureService(
+    name="city_qa_v1",
+    features=[
+        city_summary_embeddings,
+        city_metadata,
+    ],
+    description="Feature service for City Information Q&A. ",
+    tags={"team": "ml-platform", "version": "v1"},
+)
+
+# Feature service that includes push-backed and request-time features
+city_qa_v2 = FeatureService(
+    name="city_qa_v2",
+    features=[
+        city_summary_embeddings_realtime,
+        city_metadata,
+    ],
+    description="City Q&A with push ingestion and request-time context (query_text, user_id).",
+    tags={"team": "ml-platform", "version": "v2"},
+)
diff --git a/sdk/python/feast/templates/rag/feature_repo/feature_store.yaml b/sdk/python/feast/templates/rag/feature_repo/feature_store.yaml
new file mode 100644
index 00000000000..658d710b247
--- /dev/null
+++ b/sdk/python/feast/templates/rag/feature_repo/feature_store.yaml
@@ -0,0 +1,20 @@
+project: my_project
+
+project_description: |
+  This project is a smart City Q&A assistant that gives you accurate, detailed answers about any city instantly.
+provider: local
+registry: data/registry.db
+online_store:
+  type: milvus
+  path: data/online_store.db
+  vector_enabled: true
+  embedding_dim: 384
+  index_type: "FLAT"
+  metric_type: "COSINE"
+
+offline_store:
+  type: file
+entity_key_serialization_version: 3
+# By default, no_auth for authentication and authorization
+auth:
+  type: no_auth
diff --git a/sdk/python/feast/templates/rag/feature_repo/test_workflow.py b/sdk/python/feast/templates/rag/feature_repo/test_workflow.py
new file mode 100644
index 00000000000..7a321208795
--- /dev/null
+++ b/sdk/python/feast/templates/rag/feature_repo/test_workflow.py
@@ -0,0 +1,155 @@
+from datetime import datetime
+
+import pandas as pd
+import torch
+import torch.nn.functional as F
+from example_repo import (
+    city,
+    city_metadata,
+    city_qa_v1,
+    city_qa_v2,
+    city_summary_embeddings,
+    city_summary_embeddings_realtime,
+)
+from transformers import AutoModel, AutoTokenizer
+
+from feast import FeatureStore
+from feast.data_source import PushMode
+
+TOKENIZER = "sentence-transformers/all-MiniLM-L6-v2"
+MODEL = "sentence-transformers/all-MiniLM-L6-v2"
+
+
+def mean_pooling(model_output, attention_mask):
+    token_embeddings = model_output[0]
+    input_mask_expanded = (
+        attention_mask.unsqueeze(-1).expand(token_embeddings.size()).float()
+    )
+    return torch.sum(token_embeddings * input_mask_expanded, 1) / torch.clamp(
+        input_mask_expanded.sum(1), min=1e-9
+    )
+
+
+def run_model(sentences, tokenizer, model):
+    encoded_input = tokenizer(
+        sentences, padding=True, truncation=True, return_tensors="pt"
+    )
+    with torch.no_grad():
+        model_output = model(**encoded_input)
+    sentence_embeddings = mean_pooling(model_output, encoded_input["attention_mask"])
+    sentence_embeddings = F.normalize(sentence_embeddings, p=2, dim=1)
+    return sentence_embeddings
+
+
+def run_demo():
+    print("City Information Q&A - RAG Demo")
+
+    store = FeatureStore(repo_path=".")
+    print("\n[1/7] Applying feature definitions...")
+    store.apply(
+        [
+            city,
+            city_summary_embeddings,
+            city_metadata,
+            city_summary_embeddings_realtime,
+            city_qa_v1,
+            city_qa_v2,
+        ]
+    )
+    print(
+        "      Entity, 3 feature views (batch + push), 2 feature services registered."
+    )
+
+    print("\n[2/7] Materializing batch views into online store...")
+    store.materialize(
+        feature_views=["city_summary_embeddings", "city_metadata"],
+        start_date=datetime(1970, 1, 1),
+        end_date=datetime.now(),
+        disable_event_timestamp=True,
+    )
+    print("      city_summary_embeddings, city_metadata materialized from parquet.")
+
+    print("\n[3/7] Verifying batch data...")
+    df = pd.read_parquet("./data/city_wikipedia_summaries_with_embeddings.parquet")
+    embedding_length = len(df["vector"][0])
+    print(f"      Parquet: {len(df)} rows, {embedding_length}-dim vectors.")
+
+    tokenizer = AutoTokenizer.from_pretrained(TOKENIZER)
+    model = AutoModel.from_pretrained(MODEL)
+
+    print("\n[4/7] Pushing one document to PushSource...")
+    push_text = "Demo pushed city for testing RAG and real-time ingestion."
+    push_embedding = run_model([push_text], tokenizer, model)
+    push_vector = push_embedding.detach().cpu().numpy().tolist()[0]
+    push_df = pd.DataFrame.from_dict(
+        {
+            "city_id": [99999],
+            "event_timestamp": [datetime.now()],
+            "vector": [push_vector],
+            "sentence_chunks": [push_text],
+        }
+    )
+    store.push("city_summaries_push_source", push_df, to=PushMode.ONLINE)
+    print("      Pushed city_id=99999 to city_summary_embeddings_realtime.")
+
+    print("\n[5/7] Vector search (batch view)...")
+    question = "the most populous city in the state of New York"
+    print(f'      Query: "{question}"')
+
+    query_embedding = run_model(question, tokenizer, model)
+    query = query_embedding.detach().cpu().numpy().tolist()[0]
+
+    features_batch = store.retrieve_online_documents_v2(
+        features=[
+            "city_summary_embeddings:vector",
+            "city_summary_embeddings:city_id",
+            "city_summary_embeddings:sentence_chunks",
+        ],
+        query=query,
+        top_k=3,
+    )
+    print("      Top 3 (city_summary_embeddings):")
+    results_batch_df = features_batch.to_df()
+    print(results_batch_df[["city_id", "sentence_chunks", "distance"]].to_string())
+
+    print("\n[6/7] Vector search (realtime view, includes pushed doc)...")
+    question_realtime = "Demo pushed city for testing RAG"
+    query_realtime = (
+        run_model([question_realtime], tokenizer, model)
+        .detach()
+        .cpu()
+        .numpy()
+        .tolist()[0]
+    )
+    features_realtime = store.retrieve_online_documents_v2(
+        features=[
+            "city_summary_embeddings_realtime:vector",
+            "city_summary_embeddings_realtime:city_id",
+            "city_summary_embeddings_realtime:sentence_chunks",
+        ],
+        query=query_realtime,
+        top_k=3,
+    )
+    results_realtime_df = features_realtime.to_df()
+    print("      Top 3 (city_summary_embeddings_realtime):")
+    print(results_realtime_df[["city_id", "sentence_chunks", "distance"]].to_string())
+    if any(results_realtime_df["city_id"] == 99999):
+        print("      Pushed doc (city_id=99999) in results.")
+
+    print("\n[7/7] Metadata via Feature Service V2 (city_qa_v2)...")
+    top_city_id = int(results_batch_df["city_id"].iloc[0])
+
+    metadata_features = store.get_online_features(
+        features=store.get_feature_service("city_qa_v2"),
+        entity_rows=[{"city_id": top_city_id}],
+    ).to_dict()
+
+    print(f"      city_id={top_city_id} -> state: {metadata_features['state'][0]}")
+    print(f"      wiki_summary: {metadata_features['wiki_summary'][0][:200]}...")
+
+    store.teardown()
+    print("\nDone.")
+
+
+if __name__ == "__main__":
+    run_demo()
diff --git a/sdk/python/feast/templates/rag/gitignore b/sdk/python/feast/templates/rag/gitignore
new file mode 100644
index 00000000000..2d7ceaab468
--- /dev/null
+++ b/sdk/python/feast/templates/rag/gitignore
@@ -0,0 +1,33 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*.pyo
+*.pyd
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+venv/
+.venv
+
+# Pytest
+.cache
+.pytest_cache/
+.coverage
+*.log
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IDEs and Editors
+.vscode/
+.idea/
+
+# OS generated files
+.DS_Store
+
+# Feast
+.feast/
diff --git a/sdk/python/feast/templates/ray_rag/README.md b/sdk/python/feast/templates/ray_rag/README.md
index 240288b88d0..0cade9af9aa 100644
--- a/sdk/python/feast/templates/ray_rag/README.md
+++ b/sdk/python/feast/templates/ray_rag/README.md
@@ -110,7 +110,7 @@ results = store.retrieve_online_documents_v2(
 
 # Display results with metadata
 for i in range(len(results["document_id_pk"])):
-    print(f"{i+1}. {results['movie_name'][i]}")
+    print(f"{i + 1}. {results['movie_name'][i]}")
     print(f"   Director: {results['movie_director'][i]}")
     print(f"   Distance: {results['distance'][i]:.3f}")
 ```
diff --git a/sdk/python/feast/transformation/pandas_transformation.py b/sdk/python/feast/transformation/pandas_transformation.py
index 6e073c30100..16994dd832e 100644
--- a/sdk/python/feast/transformation/pandas_transformation.py
+++ b/sdk/python/feast/transformation/pandas_transformation.py
@@ -1,7 +1,6 @@
 import inspect
 from typing import Any, Callable, Optional, cast, get_type_hints
 
-import dill
 import pandas as pd
 import pyarrow
 
@@ -132,21 +131,30 @@ def infer_features(
 
     def __eq__(self, other):
         if not isinstance(other, PandasTransformation):
-            raise TypeError(
-                "Comparisons should only involve PandasTransformation class objects."
-            )
-
-        if (
-            self.udf_string != other.udf_string
-            or self.udf.__code__.co_code != other.udf.__code__.co_code
-        ):
             return False
 
-        return True
+        # udf_string is the canonical diff identity. Source-first from_proto
+        # rebuilds a new callable (strip+exec) whose bytecode differs from the
+        # live repo function even when the source is unchanged — do not require
+        # co_code equality when both sides have source text.
+        left = self.udf_string or ""
+        right = other.udf_string or ""
+        if left and right:
+            return left == right
+
+        return self.udf.__code__.co_code == other.udf.__code__.co_code
 
     @classmethod
     def from_proto(cls, user_defined_function_proto: UserDefinedFunctionProto):
+        from feast.transformation.udf_rehydrate import resolve_udf
+
+        udf_string = user_defined_function_proto.body_text or ""
+        udf = resolve_udf(
+            udf_string=udf_string,
+            body=user_defined_function_proto.body or None,
+            preferred_name=user_defined_function_proto.name or None,
+        )
         return PandasTransformation(
-            udf=dill.loads(user_defined_function_proto.body),
-            udf_string=user_defined_function_proto.body_text,
+            udf=udf,
+            udf_string=udf_string,
         )
diff --git a/sdk/python/feast/transformation/python_transformation.py b/sdk/python/feast/transformation/python_transformation.py
index 68e9eee95f6..951fde11ba1 100644
--- a/sdk/python/feast/transformation/python_transformation.py
+++ b/sdk/python/feast/transformation/python_transformation.py
@@ -1,7 +1,6 @@
 from types import FunctionType
 from typing import Any, Dict, Optional, cast
 
-import dill
 import pyarrow
 
 from feast.field import Field, from_value_type
@@ -143,17 +142,18 @@ def infer_features(
 
     def __eq__(self, other):
         if not isinstance(other, PythonTransformation):
-            raise TypeError(
-                "Comparisons should only involve PythonTransformation class objects."
-            )
-
-        if (
-            self.udf_string != other.udf_string
-            or self.udf.__code__.co_code != other.udf.__code__.co_code
-        ):
             return False
 
-        return True
+        # udf_string is the canonical diff identity. Source-first from_proto
+        # rebuilds a new callable (strip+exec) whose bytecode differs from the
+        # live repo function even when the source is unchanged — do not require
+        # co_code equality when both sides have source text.
+        left = self.udf_string or ""
+        right = other.udf_string or ""
+        if left and right:
+            return left == right
+
+        return self.udf.__code__.co_code == other.udf.__code__.co_code
 
     def __reduce__(self):
         """Support for pickle/dill serialization."""
@@ -164,7 +164,15 @@ def __reduce__(self):
 
     @classmethod
     def from_proto(cls, user_defined_function_proto: UserDefinedFunctionProto):
+        from feast.transformation.udf_rehydrate import resolve_udf
+
+        udf_string = user_defined_function_proto.body_text or ""
+        udf = resolve_udf(
+            udf_string=udf_string,
+            body=user_defined_function_proto.body or None,
+            preferred_name=user_defined_function_proto.name or None,
+        )
         return PythonTransformation(
-            udf=dill.loads(user_defined_function_proto.body),
-            udf_string=user_defined_function_proto.body_text,
+            udf=cast(FunctionType, udf),
+            udf_string=udf_string,
         )
diff --git a/sdk/python/feast/transformation/ray_transformation.py b/sdk/python/feast/transformation/ray_transformation.py
index b592ce8b0d7..5c062a4291d 100644
--- a/sdk/python/feast/transformation/ray_transformation.py
+++ b/sdk/python/feast/transformation/ray_transformation.py
@@ -270,17 +270,16 @@ def infer_features(
 
     def __eq__(self, other):
         if not isinstance(other, RayTransformation):
-            raise TypeError(
-                "Comparisons should only involve RayTransformation class objects."
-            )
-
-        if (
-            self.udf_string != other.udf_string
-            or self.udf.__code__.co_code != other.udf.__code__.co_code
-        ):
             return False
 
-        return True
+        # Match Pandas/Python: udf_string is the canonical diff identity so a
+        # future source-first from_proto does not break no-op feast apply.
+        left = self.udf_string or ""
+        right = other.udf_string or ""
+        if left and right:
+            return left == right
+
+        return self.udf.__code__.co_code == other.udf.__code__.co_code
 
     @classmethod
     def from_proto(cls, user_defined_function_proto: UserDefinedFunctionProto):
diff --git a/sdk/python/feast/transformation/substrait_transformation.py b/sdk/python/feast/transformation/substrait_transformation.py
index 9d271c95d51..bf821364304 100644
--- a/sdk/python/feast/transformation/substrait_transformation.py
+++ b/sdk/python/feast/transformation/substrait_transformation.py
@@ -133,9 +133,7 @@ def infer_features(
 
     def __eq__(self, other):
         if not isinstance(other, SubstraitTransformation):
-            raise TypeError(
-                "Comparisons should only involve SubstraitTransformation class objects."
-            )
+            return False
 
         return (
             self.substrait_plan == other.substrait_plan
diff --git a/sdk/python/feast/transformation/udf_rehydrate.py b/sdk/python/feast/transformation/udf_rehydrate.py
new file mode 100644
index 00000000000..0111bebe6d1
--- /dev/null
+++ b/sdk/python/feast/transformation/udf_rehydrate.py
@@ -0,0 +1,181 @@
+"""Rehydrate trusted UDF callables from registry source text.
+
+Feast persists both dill bytes (``body``) and source (``body_text`` / ``udf_string``).
+Preferring source avoids:
+
+* Spark driver segfaults (exit 139) when dill-restored callables touch DataFrames
+* Cross-Python-version serve failures when apply and feature-server differ
+"""
+
+from __future__ import annotations
+
+import logging
+from typing import Callable, Optional
+
+import dill
+
+logger = logging.getLogger(__name__)
+
+
+def _strip_leading_decorators(udf_string: str) -> str:
+    """Remove leading ``@decorator`` lines before ``def`` / ``async def``.
+
+    Uses a linear paren-balanced scan (O(n)). Avoids nested regex quantifiers that
+    CodeQL flags as ReDoS-prone on adversarial ``@`` / newline spam in body_text.
+    """
+    text = udf_string.lstrip()
+    if not text.startswith("@"):
+        return text
+
+    i = 0
+    n = len(text)
+
+    while i < n:
+        while i < n and text[i] in " \t\r\n":
+            i += 1
+        if i >= n:
+            break
+
+        if text[i] == "#":
+            while i < n and text[i] != "\n":
+                i += 1
+            continue
+
+        rest = text[i:]
+        if rest.startswith("async def ") or rest.startswith("def "):
+            break
+        if text[i] != "@":
+            break
+
+        i += 1  # past '@'
+        while i < n and (text[i].isalnum() or text[i] in "._"):
+            i += 1
+        while i < n and text[i] in " \t":
+            i += 1
+
+        if i < n and text[i] == "(":
+            depth = 0
+            in_str: Optional[str] = None
+            while i < n:
+                ch = text[i]
+                if in_str is not None:
+                    if ch == "\\" and i + 1 < n:
+                        i += 2
+                        continue
+                    if text.startswith(in_str, i):
+                        i += len(in_str)
+                        in_str = None
+                        continue
+                    i += 1
+                    continue
+                if text.startswith('"""', i) or text.startswith("'''", i):
+                    in_str = text[i : i + 3]
+                    i += 3
+                    continue
+                if ch in ("'", '"'):
+                    in_str = ch
+                    i += 1
+                    continue
+                if ch == "(":
+                    depth += 1
+                elif ch == ")":
+                    depth -= 1
+                    i += 1
+                    if depth == 0:
+                        break
+                    continue
+                i += 1
+            while i < n and text[i] in " \t\r":
+                i += 1
+            if i < n and text[i] == "\n":
+                i += 1
+        else:
+            while i < n and text[i] != "\n":
+                i += 1
+            if i < n and text[i] == "\n":
+                i += 1
+
+    stripped = text[i:]
+    return stripped if stripped.strip() else udf_string
+
+
+def _exec_namespace() -> dict:
+    """Minimal globals so typical UDF source can exec without full feast apply ctx."""
+    ns: dict = {"__name__": "feast_udf_rehydrate"}
+    try:
+        import pandas as pd
+
+        ns["pd"] = pd
+        ns["pandas"] = pd
+    except ImportError:
+        pass
+    try:
+        import numpy as np
+
+        ns["np"] = np
+        ns["numpy"] = np
+    except ImportError:
+        pass
+    return ns
+
+
+def rehydrate_udf_from_source(
+    udf_string: str,
+    *,
+    preferred_name: Optional[str] = None,
+) -> Optional[Callable]:
+    """Exec ``udf_string`` and return the resulting callable, or None.
+
+    ``udf_string`` is treated as trusted registry content written by ``feast apply``.
+    Returns None on failure so callers can fall back to dill.
+    """
+    if not (udf_string or "").strip():
+        return None
+
+    source = _strip_leading_decorators(udf_string)
+    ns = _exec_namespace()
+    try:
+        exec(source, ns)  # noqa: S102 — trusted registry source
+    except Exception as e:
+        logger.debug("udf source rehydrate failed: %s", e)
+        return None
+
+    if preferred_name and preferred_name in ns and callable(ns[preferred_name]):
+        return ns[preferred_name]
+
+    for value in ns.values():
+        if not callable(value):
+            continue
+        name = getattr(value, "__name__", None)
+        if name in (None, "<lambda>", "__build_class__"):
+            continue
+        # Skip imported modules / classes we seeded
+        if name in ("DataFrame",):
+            continue
+        return value
+
+    return None
+
+
+def resolve_udf(
+    *,
+    udf_string: str = "",
+    body: Optional[bytes] = None,
+    fallback_udf: Optional[Callable] = None,
+    preferred_name: Optional[str] = None,
+) -> Callable:
+    """Resolve a UDF: source first, then ``fallback_udf``, then dill ``body``."""
+    rehydrated = rehydrate_udf_from_source(udf_string, preferred_name=preferred_name)
+    if rehydrated is not None:
+        return rehydrated
+
+    if fallback_udf is not None:
+        return fallback_udf
+
+    if body:
+        return dill.loads(body)
+
+    raise ValueError(
+        "Cannot resolve UDF: empty udf_string/body_text and no dill body or "
+        "fallback callable. Re-run feast apply so body_text is persisted."
+    )
diff --git a/sdk/python/feast/type_map.py b/sdk/python/feast/type_map.py
index 5eca6782d5a..54699396c80 100644
--- a/sdk/python/feast/type_map.py
+++ b/sdk/python/feast/type_map.py
@@ -2047,7 +2047,7 @@ def pg_type_to_feast_value_type(type_str: str) -> ValueType:
         "bigint": ValueType.INT64,
         "smallint": ValueType.INT32,
         "integer": ValueType.INT32,
-        "real": ValueType.DOUBLE,
+        "real": ValueType.FLOAT,
         "double precision": ValueType.DOUBLE,
         "boolean[]": ValueType.BOOL_LIST,
         "bytea[]": ValueType.BYTES_LIST,
@@ -2058,7 +2058,7 @@ def pg_type_to_feast_value_type(type_str: str) -> ValueType:
         "text[]": ValueType.STRING_LIST,
         "character[]": ValueType.STRING_LIST,
         "bigint[]": ValueType.INT64_LIST,
-        "real[]": ValueType.DOUBLE_LIST,
+        "real[]": ValueType.FLOAT_LIST,
         "double precision[]": ValueType.DOUBLE_LIST,
         "character": ValueType.STRING,
         "character varying": ValueType.STRING,
@@ -2198,25 +2198,62 @@ def pg_type_code_to_arrow(code: int) -> str:
 
 def athena_to_feast_value_type(athena_type_as_str: str) -> ValueType:
     # Type names from https://docs.aws.amazon.com/athena/latest/ug/data-types.html
+    athena_type = athena_type_as_str.lower().strip()
+    if athena_type.startswith("array"):
+        inner_type_match = re.search(r"(?:<|\[)(.+)(?:>|\])", athena_type)
+        if inner_type_match:
+            inner_type = inner_type_match.group(1).strip()
+            inner_feast_type = athena_to_feast_value_type(inner_type)
+
+            list_mapping = {
+                ValueType.BYTES: ValueType.BYTES_LIST,
+                ValueType.STRING: ValueType.STRING_LIST,
+                ValueType.INT32: ValueType.INT32_LIST,
+                ValueType.INT64: ValueType.INT64_LIST,
+                ValueType.DOUBLE: ValueType.DOUBLE_LIST,
+                ValueType.FLOAT: ValueType.FLOAT_LIST,
+                ValueType.BOOL: ValueType.BOOL_LIST,
+                ValueType.UNIX_TIMESTAMP: ValueType.UNIX_TIMESTAMP_LIST,
+                ValueType.MAP: ValueType.MAP_LIST,
+                ValueType.JSON: ValueType.JSON_LIST,
+                ValueType.STRUCT: ValueType.STRUCT_LIST,
+                ValueType.UUID: ValueType.UUID_LIST,
+                ValueType.DECIMAL: ValueType.DECIMAL_LIST,
+            }
+            return list_mapping.get(inner_feast_type, ValueType.VALUE_LIST)
+        return ValueType.VALUE_LIST
+
+    base_type = re.split(r"[(<\[]", athena_type)[0].strip()
+
+    if "timestamp" in base_type or "time" in base_type or "date" in base_type:
+        return ValueType.UNIX_TIMESTAMP
+
     type_map = {
-        "null": ValueType.UNKNOWN,
+        "null": ValueType.UNKNOWN,  # There is a null type, but this preserves backwards compat
         "boolean": ValueType.BOOL,
         "tinyint": ValueType.INT32,
         "smallint": ValueType.INT32,
         "int": ValueType.INT32,
+        "integer": ValueType.INT32,
         "bigint": ValueType.INT64,
         "double": ValueType.DOUBLE,
         "float": ValueType.FLOAT,
+        "real": ValueType.FLOAT,
+        "decimal": ValueType.DECIMAL,
         "binary": ValueType.BYTES,
+        "varbinary": ValueType.BYTES,
         "char": ValueType.STRING,
         "varchar": ValueType.STRING,
         "string": ValueType.STRING,
-        "timestamp": ValueType.UNIX_TIMESTAMP,
         "json": ValueType.JSON,
         "struct": ValueType.STRUCT,
+        "row": ValueType.STRUCT,
         "map": ValueType.MAP,
+        "uuid": ValueType.UUID,
+        "ipaddress": ValueType.STRING,
     }
-    return type_map[athena_type_as_str.lower()]
+
+    return type_map.get(base_type, ValueType.UNKNOWN)
 
 
 def pa_to_athena_value_type(pa_type: "pyarrow.DataType") -> str:
@@ -2254,10 +2291,14 @@ def pa_to_athena_value_type(pa_type: "pyarrow.DataType") -> str:
         "int16": "smallint",
         "int32": "int",
         "int64": "bigint",
-        "uint8": "tinyint",
-        "uint16": "tinyint",
-        "uint32": "tinyint",
-        "uint64": "tinyint",
+        # Athena integer types are signed, so unsigned Arrow types must be
+        # widened to the next-larger signed type to avoid overflow in the
+        # generated DDL (e.g. uint32 exceeds signed int's max). This mirrors
+        # the widening already done in arrow_to_pg_type for Postgres.
+        "uint8": "smallint",
+        "uint16": "int",
+        "uint32": "bigint",
+        "uint64": "bigint",
         "float": "float",
         "double": "double",
         "binary": "binary",
diff --git a/sdk/python/feast/ui_server.py b/sdk/python/feast/ui_server.py
index 948d1ea3742..2a84f499a10 100644
--- a/sdk/python/feast/ui_server.py
+++ b/sdk/python/feast/ui_server.py
@@ -889,304 +889,314 @@ def get_app(
 
     ui_dir_ref = importlib_resources.files(__spec__.parent) / "ui/build/"  # type: ignore[name-defined, arg-type]
     with importlib_resources.as_file(ui_dir_ref) as ui_dir:
-        projects_dict = _build_projects_list(store, project_id, root_path)
-        with ui_dir.joinpath("projects-list.json").open(mode="w") as f:
-            f.write(json.dumps(projects_dict))
 
-    @app.get("/api/mlflow-runs")
-    def get_mlflow_runs(max_results: int = 50):
-        """Return MLflow runs linked to this Feast project via auto-logging."""
-        mlflow_cfg = getattr(store.config, "mlflow", None)
-        if not mlflow_cfg or not mlflow_cfg.enabled:
-            return {"runs": [], "mlflow_uri": None}
+        @app.get("/projects-list.json")
+        def get_projects_list():
+            return _build_projects_list(store, project_id, root_path)
 
-        try:
-            import mlflow
-
-            tracking_uri = mlflow_cfg.get_tracking_uri()
-            mlflow_ui_base = tracking_uri or mlflow.get_tracking_uri() or ""
-            client = mlflow.MlflowClient(tracking_uri=tracking_uri)
-
-            project_name = store.config.project
-            experiment = client.get_experiment_by_name(project_name)
-            if experiment is None:
-                return {"runs": [], "mlflow_uri": mlflow_ui_base or None}
-            experiment_ids = [experiment.experiment_id]
-
-            safe_project = project_name.replace("\\", "\\\\").replace("'", "\\'")
-            filter_str = (
-                f"tags.`feast.project` = '{safe_project}' "
-                f"AND tags.`feast.retrieval_type` != ''"
-            )
+        @app.get("/api/mlflow-runs")
+        def get_mlflow_runs(max_results: int = 50):
+            """Return MLflow runs linked to this Feast project via auto-logging."""
+            mlflow_cfg = getattr(store.config, "mlflow", None)
+            if not mlflow_cfg or not mlflow_cfg.enabled:
+                return {"runs": [], "mlflow_uri": None}
 
-            max_results = min(max(max_results, 1), 200)
-            runs = client.search_runs(
-                experiment_ids=experiment_ids,
-                filter_string=filter_str,
-                max_results=max_results,
-                order_by=["start_time DESC"],
-            )
-
-            run_id_to_models: Dict[str, List[dict]] = {}
             try:
-                for rm in client.search_registered_models():
-                    for mv in rm.latest_versions or []:
-                        if mv.run_id:
-                            run_id_to_models.setdefault(mv.run_id, []).append(
-                                {
-                                    "model_name": rm.name,
-                                    "version": mv.version,
-                                    "stage": mv.current_stage,
-                                    "mlflow_url": (
-                                        f"{mlflow_ui_base}/#/models/"
-                                        f"{rm.name}/versions/{mv.version}"
-                                    ),
-                                }
-                            )
-            except Exception:
-                pass
+                import mlflow
 
-            result = []
-            for run in runs:
-                run_tags = run.data.tags
-                run_params = run.data.params
-                fv_raw = run_tags.get("feast.feature_views", "")
-                refs_raw = run_tags.get(
-                    "feast.feature_refs",
-                    run_params.get("feast.feature_refs", ""),
+                tracking_uri = mlflow_cfg.get_tracking_uri()
+                mlflow_ui_base = (
+                    mlflow_cfg.get_ui_url() or mlflow.get_tracking_uri() or ""
                 )
-                result.append(
-                    {
-                        "run_id": run.info.run_id,
-                        "run_name": run.info.run_name,
-                        "status": run.info.status,
-                        "start_time": run.info.start_time,
-                        "feature_service": run_tags.get("feast.feature_service"),
-                        "feature_views": [v for v in fv_raw.split(",") if v],
-                        "feature_refs": [v for v in refs_raw.split(",") if v],
-                        "retrieval_type": run_tags.get("feast.retrieval_type"),
-                        "entity_count": run_tags.get(
-                            "feast.entity_count",
-                            run_params.get("feast.entity_count"),
-                        ),
-                        "mlflow_url": (
-                            f"{mlflow_ui_base}/#/experiments/"
-                            f"{run.info.experiment_id}/runs/{run.info.run_id}"
-                        ),
-                        "registered_models": run_id_to_models.get(run.info.run_id, []),
-                    }
+                client = mlflow.MlflowClient(tracking_uri=tracking_uri)
+
+                project_name = store.config.project
+                experiment = client.get_experiment_by_name(project_name)
+                if experiment is None:
+                    return {"runs": [], "mlflow_uri": mlflow_ui_base or None}
+                experiment_ids = [experiment.experiment_id]
+
+                safe_project = project_name.replace("\\", "\\\\").replace("'", "\\'")
+                filter_str = (
+                    f"tags.`feast.project` = '{safe_project}' "
+                    f"AND tags.`feast.retrieval_type` != ''"
                 )
 
-            return {"runs": result, "mlflow_uri": mlflow_ui_base or None}
-        except ImportError:
-            return {
-                "runs": [],
-                "mlflow_uri": None,
-                "error": "mlflow is not installed",
-            }
-        except Exception:
-            return {
-                "runs": [],
-                "mlflow_uri": None,
-                "error": "Failed to fetch MLflow runs",
-            }
+                max_results = min(max(max_results, 1), 200)
+                runs = client.search_runs(
+                    experiment_ids=experiment_ids,
+                    filter_string=filter_str,
+                    max_results=max_results,
+                    order_by=["start_time DESC"],
+                )
+
+                run_id_to_models: Dict[str, List[dict]] = {}
+                try:
+                    for rm in client.search_registered_models():
+                        for mv in rm.latest_versions or []:
+                            if mv.run_id:
+                                run_id_to_models.setdefault(mv.run_id, []).append(
+                                    {
+                                        "model_name": rm.name,
+                                        "version": mv.version,
+                                        "stage": mv.current_stage,
+                                        "mlflow_url": (
+                                            f"{mlflow_ui_base}/#/models/"
+                                            f"{rm.name}/versions/{mv.version}"
+                                        ),
+                                    }
+                                )
+                except Exception:
+                    pass
 
-    _feature_usage_cache: Dict = {"data": None, "timestamp": 0.0}
-    _FEATURE_USAGE_TTL_SECONDS = 300
+                result = []
+                for run in runs:
+                    run_tags = run.data.tags
+                    run_params = run.data.params
+                    fv_raw = run_tags.get("feast.feature_views", "")
+                    refs_raw = run_tags.get(
+                        "feast.feature_refs",
+                        run_params.get("feast.feature_refs", ""),
+                    )
+                    result.append(
+                        {
+                            "run_id": run.info.run_id,
+                            "run_name": run.info.run_name,
+                            "status": run.info.status,
+                            "start_time": run.info.start_time,
+                            "feature_service": run_tags.get("feast.feature_service"),
+                            "feature_views": [v for v in fv_raw.split(",") if v],
+                            "feature_refs": [v for v in refs_raw.split(",") if v],
+                            "retrieval_type": run_tags.get("feast.retrieval_type"),
+                            "entity_count": run_tags.get(
+                                "feast.entity_count",
+                                run_params.get("feast.entity_count"),
+                            ),
+                            "mlflow_url": (
+                                f"{mlflow_ui_base}/#/experiments/"
+                                f"{run.info.experiment_id}/runs/{run.info.run_id}"
+                            ),
+                            "registered_models": run_id_to_models.get(
+                                run.info.run_id, []
+                            ),
+                        }
+                    )
 
-    @app.get("/api/mlflow-feature-usage")
-    def get_mlflow_feature_usage():
-        """Return per-feature-view usage stats aggregated from MLflow runs.
+                return {"runs": result, "mlflow_uri": mlflow_ui_base or None}
+            except ImportError:
+                return {
+                    "runs": [],
+                    "mlflow_uri": None,
+                    "error": "mlflow is not installed",
+                }
+            except Exception:
+                return {
+                    "runs": [],
+                    "mlflow_uri": None,
+                    "error": "Failed to fetch MLflow runs",
+                }
 
-        Caches results for 5 minutes to avoid hammering the MLflow server.
-        """
-        import time as _time
+        _feature_usage_cache: Dict = {"data": None, "timestamp": 0.0}
+        _FEATURE_USAGE_TTL_SECONDS = 300
 
-        mlflow_cfg = getattr(store.config, "mlflow", None)
-        if not mlflow_cfg or not mlflow_cfg.enabled:
-            return {"feature_usage": {}, "mlflow_enabled": False}
+        @app.get("/api/mlflow-feature-usage")
+        def get_mlflow_feature_usage():
+            """Return per-feature-view usage stats aggregated from MLflow runs.
 
-        now = _time.monotonic()
-        if (
-            _feature_usage_cache["data"] is not None
-            and (now - _feature_usage_cache["timestamp"]) < _FEATURE_USAGE_TTL_SECONDS
-        ):
-            return _feature_usage_cache["data"]
+            Caches results for 5 minutes to avoid hammering the MLflow server.
+            """
+            import time as _time
 
-        try:
-            import mlflow
+            mlflow_cfg = getattr(store.config, "mlflow", None)
+            if not mlflow_cfg or not mlflow_cfg.enabled:
+                return {"feature_usage": {}, "mlflow_enabled": False}
 
-            tracking_uri = mlflow_cfg.get_tracking_uri()
-            client = mlflow.MlflowClient(tracking_uri=tracking_uri)
-            project_name = store.config.project
+            now = _time.monotonic()
+            if (
+                _feature_usage_cache["data"] is not None
+                and (now - _feature_usage_cache["timestamp"])
+                < _FEATURE_USAGE_TTL_SECONDS
+            ):
+                return _feature_usage_cache["data"]
 
-            experiment = client.get_experiment_by_name(project_name)
-            if experiment is None:
-                result = {"feature_usage": {}, "mlflow_enabled": True}
+            try:
+                import mlflow
+
+                tracking_uri = mlflow_cfg.get_tracking_uri()
+                client = mlflow.MlflowClient(tracking_uri=tracking_uri)
+                project_name = store.config.project
+
+                experiment = client.get_experiment_by_name(project_name)
+                if experiment is None:
+                    result = {"feature_usage": {}, "mlflow_enabled": True}
+                    _feature_usage_cache["data"] = result
+                    _feature_usage_cache["timestamp"] = now
+                    return result
+
+                safe_project = project_name.replace("\\", "\\\\").replace("'", "\\'")
+                filter_str = (
+                    f"tags.`feast.project` = '{safe_project}' "
+                    f"AND tags.`feast.retrieval_type` != ''"
+                )
+                runs = client.search_runs(
+                    experiment_ids=[experiment.experiment_id],
+                    filter_string=filter_str,
+                    max_results=200,
+                    order_by=["start_time DESC"],
+                )
+
+                run_id_to_models: Dict[str, List[str]] = {}
+                try:
+                    for rm in client.search_registered_models():
+                        for mv in rm.latest_versions or []:
+                            if mv.run_id:
+                                run_id_to_models.setdefault(mv.run_id, []).append(
+                                    rm.name
+                                )
+                except Exception:
+                    pass
+
+                usage: Dict[str, dict] = {}
+                for run in runs:
+                    refs_raw = run.data.tags.get("feast.feature_refs", "")
+                    fv_names = set()
+                    for ref in refs_raw.split(","):
+                        ref = ref.strip()
+                        if ":" in ref:
+                            fv_names.add(ref.split(":")[0])
+
+                    run_models = run_id_to_models.get(run.info.run_id, [])
+
+                    for fv_name in fv_names:
+                        if fv_name not in usage:
+                            usage[fv_name] = {
+                                "run_count": 0,
+                                "last_used": None,
+                                "models": [],
+                            }
+                        usage[fv_name]["run_count"] += 1
+                        run_ts = run.info.start_time
+                        if usage[fv_name]["last_used"] is None or (
+                            run_ts and run_ts > usage[fv_name]["last_used"]
+                        ):
+                            usage[fv_name]["last_used"] = run_ts
+                        for m in run_models:
+                            if m not in usage[fv_name]["models"]:
+                                usage[fv_name]["models"].append(m)
+
+                result = {"feature_usage": usage, "mlflow_enabled": True}
                 _feature_usage_cache["data"] = result
                 _feature_usage_cache["timestamp"] = now
                 return result
+            except ImportError:
+                return {
+                    "feature_usage": {},
+                    "mlflow_enabled": False,
+                    "error": "mlflow is not installed",
+                }
+            except Exception as e:
+                logger.debug("Failed to fetch feature usage: %s", e)
+                return {
+                    "feature_usage": {},
+                    "mlflow_enabled": True,
+                    "error": "Failed to fetch usage data",
+                }
 
-            safe_project = project_name.replace("\\", "\\\\").replace("'", "\\'")
-            filter_str = (
-                f"tags.`feast.project` = '{safe_project}' "
-                f"AND tags.`feast.retrieval_type` != ''"
-            )
-            runs = client.search_runs(
-                experiment_ids=[experiment.experiment_id],
-                filter_string=filter_str,
-                max_results=200,
-                order_by=["start_time DESC"],
-            )
+        @app.get("/api/mlflow-feature-models")
+        def get_mlflow_feature_models():
+            """Return a mapping of feature_ref -> registered models that use it.
 
-            run_id_to_models: Dict[str, List[str]] = {}
-            try:
-                for rm in client.search_registered_models():
-                    for mv in rm.latest_versions or []:
-                        if mv.run_id:
-                            run_id_to_models.setdefault(mv.run_id, []).append(rm.name)
-            except Exception:
-                pass
+            Walks the MLflow Model Registry, inspects the training run for each
+            model's latest version(s), reads the ``feast.feature_refs`` tag, and
+            inverts it into a reverse index so the UI can show which registered
+            models depend on a given feature.
+            """
+            mlflow_cfg = getattr(store.config, "mlflow", None)
+            if not mlflow_cfg or not mlflow_cfg.enabled:
+                return {"feature_models": {}}
 
-            usage: Dict[str, dict] = {}
-            for run in runs:
-                refs_raw = run.data.tags.get("feast.feature_refs", "")
-                fv_names = set()
-                for ref in refs_raw.split(","):
-                    ref = ref.strip()
-                    if ":" in ref:
-                        fv_names.add(ref.split(":")[0])
-
-                run_models = run_id_to_models.get(run.info.run_id, [])
-
-                for fv_name in fv_names:
-                    if fv_name not in usage:
-                        usage[fv_name] = {
-                            "run_count": 0,
-                            "last_used": None,
-                            "models": [],
-                        }
-                    usage[fv_name]["run_count"] += 1
-                    run_ts = run.info.start_time
-                    if usage[fv_name]["last_used"] is None or (
-                        run_ts and run_ts > usage[fv_name]["last_used"]
-                    ):
-                        usage[fv_name]["last_used"] = run_ts
-                    for m in run_models:
-                        if m not in usage[fv_name]["models"]:
-                            usage[fv_name]["models"].append(m)
-
-            result = {"feature_usage": usage, "mlflow_enabled": True}
-            _feature_usage_cache["data"] = result
-            _feature_usage_cache["timestamp"] = now
-            return result
-        except ImportError:
-            return {
-                "feature_usage": {},
-                "mlflow_enabled": False,
-                "error": "mlflow is not installed",
-            }
-        except Exception as e:
-            logger.debug("Failed to fetch feature usage: %s", e)
-            return {
-                "feature_usage": {},
-                "mlflow_enabled": True,
-                "error": "Failed to fetch usage data",
-            }
+            try:
+                import mlflow
 
-    @app.get("/api/mlflow-feature-models")
-    def get_mlflow_feature_models():
-        """Return a mapping of feature_ref -> registered models that use it.
+                tracking_uri = mlflow_cfg.get_tracking_uri()
+                mlflow_ui_base = (
+                    mlflow_cfg.get_ui_url() or mlflow.get_tracking_uri() or ""
+                )
+                client = mlflow.MlflowClient(tracking_uri=tracking_uri)
+                project_name = store.config.project
 
-        Walks the MLflow Model Registry, inspects the training run for each
-        model's latest version(s), reads the ``feast.feature_refs`` tag, and
-        inverts it into a reverse index so the UI can show which registered
-        models depend on a given feature.
-        """
-        mlflow_cfg = getattr(store.config, "mlflow", None)
-        if not mlflow_cfg or not mlflow_cfg.enabled:
-            return {"feature_models": {}}
+                feature_models: Dict[str, List[dict]] = {}
 
-        try:
-            import mlflow
-
-            tracking_uri = mlflow_cfg.get_tracking_uri()
-            mlflow_ui_base = tracking_uri or mlflow.get_tracking_uri() or ""
-            client = mlflow.MlflowClient(tracking_uri=tracking_uri)
-            project_name = store.config.project
-
-            feature_models: Dict[str, List[dict]] = {}
-
-            for rm in client.search_registered_models():
-                model_name = rm.name
-                latest_versions = rm.latest_versions or []
-                for mv in latest_versions:
-                    if not mv.run_id:
-                        continue
-                    try:
-                        run = client.get_run(mv.run_id)
-                    except Exception:
-                        continue
-
-                    tags = run.data.tags
-                    if tags.get("feast.project") != project_name:
-                        continue
-
-                    refs_raw = tags.get("feast.feature_refs", "")
-                    feature_refs = [r for r in refs_raw.split(",") if r]
-
-                    model_info = {
-                        "model_name": model_name,
-                        "version": mv.version,
-                        "stage": mv.current_stage,
-                        "mlflow_url": (
-                            f"{mlflow_ui_base}/#/models/"
-                            f"{model_name}/versions/{mv.version}"
-                        ),
-                    }
+                for rm in client.search_registered_models():
+                    model_name = rm.name
+                    latest_versions = rm.latest_versions or []
+                    for mv in latest_versions:
+                        if not mv.run_id:
+                            continue
+                        try:
+                            run = client.get_run(mv.run_id)
+                        except Exception:
+                            continue
+
+                        tags = run.data.tags
+                        if tags.get("feast.project") != project_name:
+                            continue
+
+                        refs_raw = tags.get("feast.feature_refs", "")
+                        feature_refs = [r for r in refs_raw.split(",") if r]
+
+                        model_info = {
+                            "model_name": model_name,
+                            "version": mv.version,
+                            "stage": mv.current_stage,
+                            "mlflow_url": (
+                                f"{mlflow_ui_base}/#/models/"
+                                f"{model_name}/versions/{mv.version}"
+                            ),
+                        }
 
-                    for ref in feature_refs:
-                        feature_models.setdefault(ref, []).append(model_info)
+                        for ref in feature_refs:
+                            feature_models.setdefault(ref, []).append(model_info)
 
-            return {"feature_models": feature_models}
-        except ImportError:
-            return {
-                "feature_models": {},
-                "error": "mlflow is not installed",
-            }
-        except Exception as e:
-            logger.debug("Failed to fetch MLflow feature-model mapping: %s", e)
-            return {
-                "feature_models": {},
-                "error": "Failed to fetch model data",
-            }
+                return {"feature_models": feature_models}
+            except ImportError:
+                return {
+                    "feature_models": {},
+                    "error": "mlflow is not installed",
+                }
+            except Exception as e:
+                logger.debug("Failed to fetch MLflow feature-model mapping: %s", e)
+                return {
+                    "feature_models": {},
+                    "error": "Failed to fetch model data",
+                }
 
-    auth_config_json = _build_auth_config_json(store)
-
-    def _serve_index():
-        filename = ui_dir.joinpath("index.html")
-        with open(filename) as f:
-            content = f.read()
-        if auth_config_json:
-            tag = f'<script id="feast-auth-config" type="application/json">{auth_config_json}</script>'
-            content = content.replace("</head>", f"{tag}\n</head>", 1)
-        return Response(content, media_type="text/html")
-
-    @app.get("/")
-    def serve_root():
-        return _serve_index()
-
-    @app.api_route("/p/{path_name:path}", methods=["GET"])
-    def catch_all():
-        return _serve_index()
-
-    app.mount(
-        "/",
-        StaticFiles(directory=ui_dir, html=True),
-        name="site",
-    )
+        auth_config_json = _build_auth_config_json(store)
+
+        def _serve_index():
+            filename = ui_dir.joinpath("index.html")
+            with open(filename) as f:
+                content = f.read()
+            if auth_config_json:
+                tag = f'<script id="feast-auth-config" type="application/json">{auth_config_json}</script>'
+                content = content.replace("</head>", f"{tag}\n</head>", 1)
+            return Response(content, media_type="text/html")
+
+        @app.get("/")
+        def serve_root():
+            return _serve_index()
+
+        @app.api_route("/p/{path_name:path}", methods=["GET"])
+        def catch_all():
+            return _serve_index()
+
+        app.mount(
+            "/",
+            StaticFiles(directory=ui_dir, html=True),
+            name="site",
+        )
 
-    return app
+        return app
 
 
 def start_server(
diff --git a/sdk/python/feast/utils.py b/sdk/python/feast/utils.py
index 4c10c1903e5..4f8d18ad080 100644
--- a/sdk/python/feast/utils.py
+++ b/sdk/python/feast/utils.py
@@ -55,6 +55,7 @@
     from feast.base_feature_view import BaseFeatureView
     from feast.feature_service import FeatureService
     from feast.feature_view import FeatureView
+    from feast.feature_view_projection import FeatureViewProjection
     from feast.infra.registry.base_registry import BaseRegistry
     from feast.on_demand_feature_view import OnDemandFeatureView
 
@@ -811,17 +812,58 @@ def _is_metrics_active():
             # Apply transformation. Note: aggregations and transformation configs are mutually exclusive
             # TODO: Fix to make it work for having both aggregation and transformation
             #  ticket: https://github.com/feast-dev/feast/issues/5689
+            # A UDF should only get features from the sources it declared. Drop
+            # features that belong to other feature views so it can't read them by
+            # accident (#6158). Join keys, request data and the declared features
+            # stay. substrait filters on its own, so leave it alone.
+            declared_source_names = {
+                projection.name
+                for projection in odfv.source_feature_view_projections.values()
+            }
+            undeclared_columns: set[str] = set()
+            # features the caller asked for that aren't one of our sources
+            for feature_ref in feature_refs:
+                ref_view_name, _, ref_feature_name = _parse_feature_ref(feature_ref)
+                if ref_view_name in requested_odfv_feature_names:
+                    continue
+                if ref_view_name not in declared_source_names:
+                    undeclared_columns.add(ref_feature_name)
+                    undeclared_columns.add(f"{ref_view_name}__{ref_feature_name}")
+            # features that are only in the response because another requested
+            # ODFV needs them as input
+            for other_odfv in requested_on_demand_feature_views:
+                for projection in other_odfv.source_feature_view_projections.values():
+                    if projection.name in declared_source_names:
+                        continue
+                    for feature in projection.features:
+                        undeclared_columns.add(feature.name)
+                        undeclared_columns.add(f"{projection.name}__{feature.name}")
+
             if odfv.mode == "python":
                 if initial_response_dict is None:
                     initial_response_dict = initial_response.to_dict()
+                odfv_input_dict = {
+                    k: v
+                    for k, v in initial_response_dict.items()
+                    if k not in undeclared_columns
+                }
                 transformed_features_dict: Dict[str, List[Any]] = odfv.transform_dict(
-                    initial_response_dict
+                    odfv_input_dict
                 )
             elif odfv.mode in {"pandas", "substrait"}:
                 if initial_response_arrow is None:
                     initial_response_arrow = initial_response.to_arrow()
+                odfv_input_arrow = initial_response_arrow
+                if odfv.mode == "pandas":
+                    odfv_input_arrow = initial_response_arrow.select(
+                        [
+                            c
+                            for c in initial_response_arrow.column_names
+                            if c not in undeclared_columns
+                        ]
+                    )
                 transformed_features_arrow = odfv.transform_arrow(
-                    initial_response_arrow, full_feature_names
+                    odfv_input_arrow, full_feature_names
                 )
             else:
                 raise Exception(
@@ -1193,6 +1235,19 @@ def _list_feature_views(
     return feature_views
 
 
+def _merge_projection_features(
+    target: "FeatureViewProjection",
+    other: "FeatureViewProjection",
+) -> None:
+    existing_names = {feature.name for feature in target.features}
+    merged = list(target.features)
+    for feature in other.features:
+        if feature.name not in existing_names:
+            existing_names.add(feature.name)
+            merged.append(feature)
+    target.features = merged
+
+
 def _get_feature_views_to_use(
     registry: "BaseRegistry",
     project,
@@ -1223,6 +1278,25 @@ def _get_feature_views_to_use(
         feature_views = parsed  # type: ignore[assignment]
 
     fvs_to_use, od_fvs_to_use = [], []
+    fvs_by_projection_key: Dict[str, "FeatureView"] = {}
+
+    def _append_or_merge_source_fv(fv_with_projection: "FeatureView") -> None:
+        # Index every (source) feature view by its effective projection key so
+        # that a regular FeatureView and an ODFV source projection resolving to
+        # the same key are merged into a single entry instead of duplicated.
+        # Without this, requesting ["src_fv:a", "odfv_b:b_out"] where odfv_b
+        # sources src_fv appends two src_fv entries and later raises
+        # "KeyError: Feature a not found in projection src_fv".
+        projection_key = fv_with_projection.projection.name_to_use()
+        existing = fvs_by_projection_key.get(projection_key)
+        if existing is None:
+            fvs_by_projection_key[projection_key] = fv_with_projection
+            fvs_to_use.append(fv_with_projection)
+        else:
+            _merge_projection_features(
+                existing.projection, fv_with_projection.projection
+            )
+
     for name, version_num, projection in feature_views:
         if version_num is not None:
             if not getattr(registry, "enable_online_versioning", False):
@@ -1286,10 +1360,8 @@ def _get_feature_views_to_use(
                     source_fv.entities = []  # type: ignore[attr-defined]
                     source_fv.entity_columns = []  # type: ignore[attr-defined]
 
-                if source_fv not in fvs_to_use:
-                    fvs_to_use.append(
-                        source_fv.with_projection(copy.copy(source_projection))
-                    )
+                new_source_fv = source_fv.with_projection(copy.copy(source_projection))
+                _append_or_merge_source_fv(new_source_fv)
         else:
             if (
                 hide_dummy_entity
@@ -1302,7 +1374,7 @@ def _get_feature_views_to_use(
                 fv = fv.with_projection(copy.copy(projection))
                 if version_num is not None:
                     fv.projection.version_tag = version_num
-            fvs_to_use.append(fv)
+            _append_or_merge_source_fv(fv)  # type: ignore[arg-type]
 
     return (fvs_to_use, od_fvs_to_use)
 
@@ -1496,6 +1568,13 @@ def _prepare_entities_to_read_from_online_store(
         entityless_case,
     ) = _get_cached_request_context(registry, project, features, full_feature_names)
 
+    # Online stores may append internal fields to the requested feature lists.
+    # Keep those request-local so the cached resolution result remains unchanged.
+    grouped_refs = [
+        (feature_view, list(requested_features))
+        for feature_view, requested_features in grouped_refs
+    ]
+
     # Mutable copy — downstream code adds join keys to this set.
     requested_result_row_names = set(requested_result_row_names_frozen)
 
@@ -1779,3 +1858,24 @@ def _get_feature_view_vector_field_metadata(
     if not vector_fields:
         return None
     return vector_fields[0]
+
+
+def _distance_to_score(distance: float, metric: Optional[str] = None) -> float:
+    """Convert a raw distance value into a higher-is-better relevance score.
+
+    OpenAI clients treat ``score`` as higher-is-better (used with
+    ``score_threshold``).  Online stores return raw *distance* values where
+    lower is better, so a metric-aware conversion is required.
+
+    * **L2 / euclidean**: ``1 / (1 + distance)`` — maps [0, inf) to (0, 1]
+    * **cosine** (pgvector ``<=>`` returns ``1 - cosine_similarity``):
+      ``1 - distance`` — recovers cosine similarity, clamped >= 0
+    * **inner_product / ip / dot** (pgvector ``<#>`` returns ``-dot(a, b)``):
+      ``-distance`` — recovers the raw inner product
+    """
+    m = (metric or "L2").lower()
+    if m in ("cosine",):
+        return max(0.0, 1.0 - distance)
+    if m in ("inner_product", "ip", "dot"):
+        return -distance
+    return 1.0 / (1.0 + distance)
diff --git a/sdk/python/feast/vector_store_utils.py b/sdk/python/feast/vector_store_utils.py
new file mode 100644
index 00000000000..e04a7bb4936
--- /dev/null
+++ b/sdk/python/feast/vector_store_utils.py
@@ -0,0 +1,66 @@
+import hashlib
+from typing import Any, Dict, List, Optional
+
+from feast.errors import FeatureViewNotFoundException
+from feast.feature_view import FeatureView
+
+
+def feature_view_to_vs_id(project: str, feature_view_name: str) -> str:
+    digest = hashlib.sha256(f"{project}:{feature_view_name}".encode()).hexdigest()[:24]
+    return f"vs_{digest}"
+
+
+def _has_vector_index(fv: FeatureView) -> bool:
+    return any(getattr(f, "vector_index", False) for f in fv.schema)
+
+
+def build_vector_store_object(project: str, fv: FeatureView) -> Dict[str, Any]:
+    return {
+        "id": feature_view_to_vs_id(project, fv.name),
+        "object": "vector_store",
+        "name": fv.name,
+        "status": "completed",
+        "created_at": int(fv.created_timestamp.timestamp())
+        if fv.created_timestamp
+        else 0,
+    }
+
+
+class VectorStoreRegistry:
+    """Cached mapping from vs_{hash} IDs to FeatureViews.
+
+    Built once at server startup, refreshed on registry TTL cycle.
+    """
+
+    def __init__(self, store: Any):
+        self._store = store
+        self._id_to_fv: Dict[str, FeatureView] = {}
+        self._vector_store_objects: List[Dict[str, Any]] = []
+        self.refresh()
+
+    def refresh(self) -> None:
+        project = self._store.project
+        id_to_fv: Dict[str, FeatureView] = {}
+        objects: List[Dict[str, Any]] = []
+        for fv in self._store.list_feature_views():
+            if _has_vector_index(fv):
+                vs_id = feature_view_to_vs_id(project, fv.name)
+                id_to_fv[vs_id] = fv
+                objects.append(build_vector_store_object(project, fv))
+        self._id_to_fv = id_to_fv
+        self._vector_store_objects = objects
+
+    def resolve(self, vs_id: str) -> FeatureView:
+        fv = self._id_to_fv.get(vs_id)
+        if fv is None:
+            raise FeatureViewNotFoundException(vs_id)
+        return fv
+
+    def list_vector_stores(self) -> List[Dict[str, Any]]:
+        return self._vector_store_objects
+
+    def get_vector_store(self, vs_id: str) -> Optional[Dict[str, Any]]:
+        fv = self._id_to_fv.get(vs_id)
+        if fv is None:
+            return None
+        return build_vector_store_object(self._store.project, fv)
diff --git a/sdk/python/requirements/py3.10-ci-requirements.txt b/sdk/python/requirements/py3.10-ci-requirements.txt
index a88c03991d4..c5244c79a07 100644
--- a/sdk/python/requirements/py3.10-ci-requirements.txt
+++ b/sdk/python/requirements/py3.10-ci-requirements.txt
@@ -4,139 +4,138 @@ accelerate==1.14.0 \
     --hash=sha256:41b9c4377a54e0b460a959b0defa1b736e4ca0a2373252d9a539964c2afe3c8d \
     --hash=sha256:e94390c2863b873be18f623f9df48a0d8fe5eff13ea7f1a00092b0a7904888c6
     # via docling-ibm-models
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
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+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   fsspec
     #   kubernetes
-    #   mlflow
 aioitertools==0.13.0 \
     --hash=sha256:0be0292b856f08dfac90e31f4739432f4cb6d7520ab9eb73e143f4f2fa5259be \
     --hash=sha256:620bd241acc0bbb9ec819f1ab215866871b4bbd1f73836a55f799200ee86950c
@@ -149,28 +148,29 @@ alabaster==0.7.16 \
     --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \
     --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92
     # via sphinx
-alembic==1.18.4 \
-    --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \
-    --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc \
+    --hash=sha256:1554982221dd17e9a749b53902407578eb305e453f71999e8c7f0a48389fff8e
     # via mlflow
 altair==4.2.2 \
     --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \
     --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87
     # via great-expectations
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   elasticsearch
     #   httpx
+    #   httpx2
     #   jupyter-server
     #   mcp
     #   sse-starlette
@@ -225,9 +225,9 @@ asn1crypto==1.5.1 \
 assertpy==1.1 \
     --hash=sha256:acc64329934ad71a3221de185517a43af33e373bb44dc05b5a9b174394ef4833
     # via feast (pyproject.toml)
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+asttokens==3.0.2 \
+    --hash=sha256:3ecdbd8f2cc195f53ccada3a613538bb5f9ef6f6869129f13e03c30a677b8fe2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
     # via stack-data
 async-lru==2.3.0 \
     --hash=sha256:89bdb258a0140d7313cf8f4031d816a042202faa61d0ab310a0a538baa1c24b6 \
@@ -277,15 +277,103 @@ babel==2.18.0 \
     # via
     #   jupyterlab-server
     #   sphinx
+backports-zstd==1.6.0 \
+    --hash=sha256:0308990ffc998df3c7ed35276bde049728b5c3956203cae40d80893576a41459 \
+    --hash=sha256:03b7c59c71f7a597e2bcb3f8368371e9a660a1bdf1c37afc1f1ad1496a013c19 \
+    --hash=sha256:0466b14723f3b7697669c00ee66fe16e30e25636b286b0a923fa86fa3d8a753c \
+    --hash=sha256:068ef3d8c18815a2e3a752f766313e19910e7c50939b956923748d9c04ebcb1b \
+    --hash=sha256:08793876172551a930ce4d65c712cd516184d1a97070d4a1193e05bf0cf7040d \
+    --hash=sha256:0eb4281f402b94d397b7482f6d9efd04c28274e4ed6eb57eb1f87bdd091a6a87 \
+    --hash=sha256:10b61850c4112952e05aa6e6cce8c9a5936fbeadb321e154216705cc76a14afa \
+    --hash=sha256:15b1aae0f64cd742df4bba1d989d0a09a6ec619202543fdba684640454541fd3 \
+    --hash=sha256:17efb3d11137de5166dd51eedab9c36ad633402acba386eee8d715213ea47e49 \
+    --hash=sha256:1a99710fbb225d459d66def4dc2bb2cd4a9a0bdc8b799fc0621cfdd863be9c93 \
+    --hash=sha256:1d146926e997d2d3de8212bdcbf4985344a2622ca3bec458d8908000a84fd883 \
+    --hash=sha256:1e20b3ecd0a711be82e964aca28554eabbc31ee69a20e5e7b8fd42268af46212 \
+    --hash=sha256:23a793f2fed4dbf0517319759a2cded0b0dd8e8d3797fe30badd5693e320c175 \
+    --hash=sha256:25b5ddc789480072551af571a746e9500356b2aff0499861cf2ca07ea7431e68 \
+    --hash=sha256:28eef3881164f3c23ce58ed59e4684103bdd279583eb2d299858c9e9b72fde9a \
+    --hash=sha256:28fecd73459d74910ae1987ab84b7bef690d3dd860948430dd5555108b006daf \
+    --hash=sha256:2914abea516704bdafb2090acd3f15b5f9debecfabd15b8dd8285b2ad3b92209 \
+    --hash=sha256:2ace939e4d620e119423606f2d3d7115f8707733bf57f279ad9a9383f875986f \
+    --hash=sha256:2ba9ac10fc393e5123a08802e0e895a107cb4a66b9973d2844dbd8a343111e59 \
+    --hash=sha256:2ddab55a5f54dec8acfad68ef70f1c704fd21919990ddc238afbd6f496e61c6a \
+    --hash=sha256:2f723219335387d7546412d8141e0303590600949b4184a1391a0c6a3c756058 \
+    --hash=sha256:30576f49b82328ec8af16c11100efe52ca88526f71bbe100ef6b4e707dc13bf2 \
+    --hash=sha256:32f04d54ec1fdf3aa648b24a10b1c9234ed2046cc4af7a8850cbc236c05d42f3 \
+    --hash=sha256:3b6713371f8987a1178df93cb36f29eef191f224021e2d656b2f11ce60d26816 \
+    --hash=sha256:3e689af303df287142770abe3a48bbefd24dab4a09da5807d0e1fa8c75bab026 \
+    --hash=sha256:460fd6b3f338c659507ae36cfd6b58ac9942a2ff233c5cf574416dfec0451a84 \
+    --hash=sha256:481a1e9bd8f419fdc625307aa20234687f99368c75df511ef589693c5fea4c6f \
+    --hash=sha256:4b6c8b02ab0ccb2431bb7bc238be91d158b308915e7b07937388e540466fe7e7 \
+    --hash=sha256:4c68a9ed2df0cca51d774c521e68a34d2e3d9ebfc687ef8096adfd4f345b551d \
+    --hash=sha256:5918fc6b31437208721276964323933cd86077b8d5b469c59c1b3fd2c8220a05 \
+    --hash=sha256:5e9a8370c8ed873083d5de956d6b2e60adbad31e52d7a11111c96ef01d1910ae \
+    --hash=sha256:6430b34a2ae6fcc604672f4f913102563473d9a015bdca1ce8c95041cc1f2677 \
+    --hash=sha256:64b94d7a836568926a3309ff510c7f8261b881b341fd4992cabf4f0998878f8a \
+    --hash=sha256:65048ed08c5124f05ff9f355ab9703014bb2dbe7f8d9948ce193685b1775f442 \
+    --hash=sha256:66cf8038893c7708ec345ffb3ac63c775d10f430f323ac2f0334fdb6a397c57c \
+    --hash=sha256:6c73ae37dbf9207727ac095dedef864c05d836eaec962a47b3b64eaadaf1c6b6 \
+    --hash=sha256:711e6b98f8924e8b4a61ff97ab6321f33de024e1ed6a32f5123763aeda8459be \
+    --hash=sha256:7293fefe15f0e5852bdb4ad1e0e26f3cbd4d3e61c19f751ecc4ff34bc1eb237d \
+    --hash=sha256:73000459db113a658c4fb0510100ef0e79137b5828bf957b7709aacae4eb1b87 \
+    --hash=sha256:75578c71644b031118ce938855a53530708db7f4af6e83e2f8840d5a1de990f8 \
+    --hash=sha256:7741e44f7938ec94f9a52678c8d19b7bc548522ffdc39c9e4481af8db545fa9a \
+    --hash=sha256:79284c1dd702f4f24ed1a36e51555c907dd237b6c0d829595978f4089a2aeea9 \
+    --hash=sha256:7c2b1f4a640c51130caa92cef5bf72bd3c3dbbcfbf814c37403aa0601b1811b0 \
+    --hash=sha256:7d3f64c503af7b60115b97c16feaf75bd191ef2c978d5c0c7725a6682bef63c5 \
+    --hash=sha256:80a7859ffe70bf239d7a2ce15293bdeb5b4280ff7dc326ffab312b0e254dbb24 \
+    --hash=sha256:8219d6fceae6b39535c4ac323dba0923d10f781d59962ff3504e693fdcafa92c \
+    --hash=sha256:83391ef5935cc0f329b1abca414ae20ffe40d335fc21a4b5e664f08a74317d5f \
+    --hash=sha256:83415af3c64550a56cc20b4cce59bbaa81f21d28466d7adf98feff011ecbc66d \
+    --hash=sha256:839faf90a7eb525a401978dc925df8c44bd12526e8ba1529b9f8a7106e729637 \
+    --hash=sha256:84f92e5a60a78c72ccda79d0417d311a1f6da18f446423ed411726d545bf7b56 \
+    --hash=sha256:8872a0e9f1af975966b5be6af7eebd3dc4046f15e470b719316516dc3d137cd6 \
+    --hash=sha256:8c298785e2fadeab82342040f2d9ce764ce500e6da6a6d99a2de514e63580b5a \
+    --hash=sha256:97e8a9674652496c7612b528085dd5a296c052a2edc466ca1bfb7b0b27820413 \
+    --hash=sha256:994167ff6551b9c1ce226e0aab16295b98c94507b5701aa60d2c32b7d50796b1 \
+    --hash=sha256:9cb75e33131946fabd6319061df3b8b1d588fe0963183280e9b5f49f7772fc09 \
+    --hash=sha256:a13cfa3410a75e4cb87abdb669aaf79da861cb79299159054ff8f77b9671bc40 \
+    --hash=sha256:a3c17e6a267d13de9cbf14bf2ebfa87e03d26692456fc67d2dbed9da4f479b18 \
+    --hash=sha256:a4ae7ed5a6d813450cc2d818284ea3db9721edcef50a56aae42ea06feec38c6e \
+    --hash=sha256:a838296f5b84c920172fb579cac894d255c1fc25457c7234613ddcfa385e49b7 \
+    --hash=sha256:ab70eace272d6f122b121c057e436709b50a28abf30d97aab28433c08f4a4095 \
+    --hash=sha256:ae106fe16e36efc60ab098d02478d30aa0e31e1420eb4ecf0116459253bc6361 \
+    --hash=sha256:aeef8563b82ed4af328f98e5041c1b4800d86f68f857ffd1577d4d47dc9aa6cd \
+    --hash=sha256:b067b1ef9c8e41fb0882c828aa37829938b5c0dab067eca72b23fc24c563b9da \
+    --hash=sha256:b0ddbcd2866b8ff1a2836e4b0e4d44788f5b992d83fac75a38cda8f9a2bee079 \
+    --hash=sha256:b4bddfcfb6679215d6f4dc5f79a1f9301af339480d70527a14b57a1f2e6b6cbf \
+    --hash=sha256:b7bc9a0b66097f03820a54316d2fdd0beb38859cf98f10d63e94c55450ed8920 \
+    --hash=sha256:b81b4cf3d6e0ad7ac92bef248f49fafc954262c5fb0f7e19d6aac497e5a856b2 \
+    --hash=sha256:b951113113ed4b8d173418a4f155c14b739dace626b3fa3f82be1831958d39e4 \
+    --hash=sha256:beb43e9885202c8d4f3762319ed4d5e98e197622afbff8439fbbdd81d08938b9 \
+    --hash=sha256:c14fa5dc39a804f1b92d63506f450eca5c59647a18d197d1a564b89dac1be1ce \
+    --hash=sha256:c2d1ccfe088e8279d605011a3575619a74526c261be357695b3258c0f636115a \
+    --hash=sha256:c4fc41b2df5529cad5ceb230319e82728096d4b353ce8d4df68a2ec37e291bb8 \
+    --hash=sha256:d6b9b06323e3ba947c0003b2d70e02f33c90c36bc6262a92eb8201afc4a1aa08 \
+    --hash=sha256:d6e78d5e28f812b39f92397806ecddd4a6f3bf35531a8c039a1f187abc931af8 \
+    --hash=sha256:dd085eafa2aac6f883afd28210a3231f717f25409a1e44a39bb7b04c8c5b5646 \
+    --hash=sha256:df27b57d214a3124fbe4e933ef5a903d4567f154260d9aece8c797a987f2a205 \
+    --hash=sha256:e39258a09b1c7ca70b5e94a5c5ccfe4700b4250b8077cfeab31d0f79565d4c9b \
+    --hash=sha256:e514c71ca72f3b56bd8fbda1a6a5b7d1100a2764b42a3c74a38841f25f9b00ab \
+    --hash=sha256:e73a550dbeb84e8fa50f8385f7735e9a4735b465851ef617d02f80ab10e44e7e \
+    --hash=sha256:e80bceebc9b58e959bede9b26cafe15b5b9526f3533a6dd06330c5da73cb9329 \
+    --hash=sha256:ece8e7288db5b827ef8c64b2f78519f1a173a8991a625978fce02eccd7654fe9 \
+    --hash=sha256:ef132cfb638e9a86bd5dc07fb4e1cb895bc55bce6bb5e759366e8b160d0747e2 \
+    --hash=sha256:f69365ee2b836939137de024a302395a1cb8654fb6dc5ffef6381105259c8f87 \
+    --hash=sha256:f8f5c1c7c69a4b00889e52d9304a918a5b49010f9645768eb5fd0ad404f790ba \
+    --hash=sha256:fa305a84087e10d7a85e8a8a3dcba8cdbda4868f2180173b264b7b488fd37c55 \
+    --hash=sha256:fbb746522ebfc11155f1cd688e2c48ef3d74125e38b63eabdaab068a055c3e88
+    # via clickhouse-connect
 beautifulsoup4==4.15.0 \
     --hash=sha256:288e3ca7d54b06f2ac191970bc275c1939cb46d450b255bf6718b04aa37ab4f7 \
     --hash=sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9
     # via
     #   docling
     #   nbconvert
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
 bleach[css]==6.4.0 \
     --hash=sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452 \
@@ -295,16 +383,16 @@ blinker==1.9.0 \
     --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
     # via flask
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   moto
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
@@ -326,37 +414,37 @@ cachetools==6.2.6 \
     #   mlflow-tracing
     #   pyiceberg
     #   pymilvus
-cassandra-driver==3.30.0 \
-    --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \
-    --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \
-    --hash=sha256:136b46437b9902673264e101cdaab309d3e40607bff34430bda86b785badc6e4 \
-    --hash=sha256:137498e2a9b6f578d1902e1af8a988e50b8fe134c76a176f1b8a774e906bc66c \
-    --hash=sha256:17fb53587c9fc6a27b5c4a89b4f3d9169be43fc572d6f3f67494aa74708be936 \
-    --hash=sha256:1d64cbdce764c33e284d339b9a749736d68971edf8b537888f2d13c4b0d1313f \
-    --hash=sha256:212af4d8ff934c30538f4bdf7da61f14dc9a30349f6cac2161c8125e56fad928 \
-    --hash=sha256:2637644eac9274e46b0c2a7f729158bdf8582b6842dc48e18297211dd3ee1fec \
-    --hash=sha256:289e86c81be2543cb9055600c0819850db921e6e138a84e5c88ec160662c7207 \
-    --hash=sha256:2a0679ebcfdcecb3763c690b5bc6a517e0c0803f7bc88e0a6c793e5e421b558a \
-    --hash=sha256:385134eba72f048707cd800de0a61cf3c23246113edffe9bc6bc2eb86282d26b \
-    --hash=sha256:5c6cbb396ad6fe456efc799d3b8b6bda360ffc06552c5be2ce1a88ac381a305c \
-    --hash=sha256:61d7eeb17d8f76d5b4a9b1239145250f2a9f7bf949c30e2cc36196b5a0523ce1 \
-    --hash=sha256:6a5c8982f2b9eb4e789fc12cdd930b1e1511b6d046dde31d0703f855745556a3 \
-    --hash=sha256:6d449f49ce866ac20a1c3d80b1f9245ecdfd1e67b843dccd3d6eccdfe519c02e \
-    --hash=sha256:7e4cfd6ec3023576ed0ffa34882d9778e4bacfd918048ae9139ccdd00628ed85 \
-    --hash=sha256:83a9148d408a3dbb48ea1802d643d60fa53cd69dc7b9a244511ecf5b917e4f53 \
-    --hash=sha256:8c4acd28791854c23ca68be50a7a750c9413ba80fec0ca5c27c2be05f6f3fe0a \
-    --hash=sha256:8d5e3575ec01d8c043b56ff25de6f61ff4c9ed5cb3ea4c3d9df98def71ba710c \
-    --hash=sha256:923a6e1c3fa5f98f846a028b1a7207ec9e7d8cfa54ea47a507d41122efa2f54f \
-    --hash=sha256:c1b4aa6c7706dec839134adb6a2094d90c5f6f35efa08028ed6aae6e67c8643e \
-    --hash=sha256:c64e20bf46b49f8ef64569208d4a395b0928c27d5960559922a2d13471924d0d \
-    --hash=sha256:d2f9e00127f70dff42d4ef932df8a6b81170c2861d4e75c8b13f4b4816b4450c \
-    --hash=sha256:d73c0429813045ba86b92fc033fbcfd495aa10e9d4a40fe30b6e9dfe8b5d3ab4 \
-    --hash=sha256:e12dfcd3f0074c16f4bfe650242edb406b935864373ae86160e09e3f5e437e84 \
-    --hash=sha256:ff2e9fbdc1be54c1d041ea3f7d09812442f334be14bb5ad7aede175544765d25
+cassandra-driver==3.30.1 \
+    --hash=sha256:0c6a3e1428f7c6a9aa6c944b9c47a37cd2cdbeb5b5a82d42c33afdd56f14e398 \
+    --hash=sha256:0ea769cf9925206b8458db10477b78699660fbdaed7262157e43b8f21817f838 \
+    --hash=sha256:187bd1457e414bc019a0635603ea0001baada914942198ed23993198e44dec74 \
+    --hash=sha256:222c704c72a5880cfe9c89f04b375d03d1152dbdb6ec8c25a325267b8bc2ca4e \
+    --hash=sha256:30686850b9e0d0d8326ee07219113170b4e1d041e4d1434521a2f342c471108e \
+    --hash=sha256:3c32513a2f2c6832d4fe3464e11be59dc21096dba296b18ec3454bc8354a78ba \
+    --hash=sha256:3cb90ec9ac9d44cbfe17f1e9cb643dbc5f401e62980835aa6669a2fd5792863b \
+    --hash=sha256:546ad047abf96a6d7922d057010b4cfb22e9d473db7b907956bc7c6a8029f7d9 \
+    --hash=sha256:61bf2ded460fb0d2e909b70c9d193588b71148540bd85e29fe6954e00bb1a869 \
+    --hash=sha256:6c5ae0218e52944f92ddde07a03cfa941fa4a10097d501a18cfa1b525c92d013 \
+    --hash=sha256:71f3ccc8c60f41c83306c60704f7b1ee1a8ccd312aae286bf75d318aa47d0e71 \
+    --hash=sha256:799af594364475656d9eea69606713fbaa98b10da82cc6d90286322477c72828 \
+    --hash=sha256:80df7b705f71e1a6dae77aaea682cbe45fdd74b962cfcc6c6b0c05195f48b7c2 \
+    --hash=sha256:84b2cc578f542332b678fc3fcc801c6ef8110a377d3fd38c27eab5ec5f2d2b79 \
+    --hash=sha256:87822d6cce2c586aa72733a9dd1858276cee795834f7ad949c783bf19cf7a3a7 \
+    --hash=sha256:8f43abccb5b5a761582e4ba6d44a7ef4274b61b0bd3f8e3159af40ca2c10c0fa \
+    --hash=sha256:921403aa76c66d78d00c4a3dff542f989fa584b7450e3cb1dd2c267b4a5a55f0 \
+    --hash=sha256:9b54f7c6cbb1d9bb6a8b9f8ab6034e6f761527e97af0603aa1e9635720df03a0 \
+    --hash=sha256:9ff317f79b09eba52a44d46d8c4773e47533dfdd8b9ba4984268dc4a1fe5206e \
+    --hash=sha256:ab853bd2806899c5612c3e4ac2a355a7811084d06692e4460255e3b0a4fa556a \
+    --hash=sha256:af5c6f5d7d5a86725b908aba12d9554df60234c15bfe053a8175b15db791ada8 \
+    --hash=sha256:c0995dccff3df739a1df6e10da9f3fc95bbbc8b38bacc4cfb6172655f8351cba \
+    --hash=sha256:e10784b4f7d77332dc1a5c72855977a0d797160fd8ba50785414caed07fce95b \
+    --hash=sha256:e43d873de5f8dadf4c8dcc4fab87d66a8495137e844ae3c184fbc90a54c05bc0 \
+    --hash=sha256:eba7931a615207aab84ebaa000330024f1c614aa86ca58d119556edd338883ce \
+    --hash=sha256:ec04eebfadc74039b1f7df84356a822539992c7dc0b013fedbb5a33d9295af86
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   clickhouse-connect
     #   docling
@@ -367,91 +455,107 @@ certifi==2026.6.17 \
     #   minio
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   argon2-cffi-bindings
@@ -460,142 +564,106 @@ cfgv==3.5.0 \
     --hash=sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0 \
     --hash=sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132
     # via pre-commit
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -608,67 +676,67 @@ click==8.4.1 \
     #   ray
     #   typer
     #   uvicorn
-clickhouse-connect==1.3.0 \
-    --hash=sha256:016cdfe4c17d898044f618963d11cc9604e98b239e269b5e69dcabcf2625ace9 \
-    --hash=sha256:059f0ef645734cd5425b6af3bdac87c57f93e9c0dd1c86ef01da68846e2dd949 \
-    --hash=sha256:150ce2329e821652fd7875c013dc00837ac6e1892f0a40403b5b25a4e8df60bf \
-    --hash=sha256:17cd08c84f7c24f79bb3543a8d231c504ee98af1e1b66a939ac5a48cb759dd89 \
-    --hash=sha256:1f32d29a9b620ce911101c08c422ab96d09ece02f1237fe583e26dbb20fda323 \
-    --hash=sha256:219230675f255626340674d8a393ac0abf68810c2269e9c73afb35673facea7e \
-    --hash=sha256:225de4ab00609e599f2529a8a5256da5f473ce9544a04ab9b18b8fdd5baf9005 \
-    --hash=sha256:2432a22aab181a483f3dc6b398c8f641099f2d71bb9289ec84de9643a3b96493 \
-    --hash=sha256:2d1645af60860edb2f61b474daf5aa0af6b48724eb4d2c748edfa4027fdbe58a \
-    --hash=sha256:32a94f9b682f9bfaf6cc8f1608ac0b9c3184361fdd7354f5adb8c9e1f8256f51 \
-    --hash=sha256:32e780ff3de62dbff2ff21eaf0501582b5365fba6c42227e203664379312e33e \
-    --hash=sha256:331d2aaadd1ef7fe238209da1d6bdbcb9244da6bb94f581beed8193d6b04ac2d \
-    --hash=sha256:358418fb63ba4320ff3e19113e8000854617ef7e31158e92ee6d96539023a88d \
-    --hash=sha256:3954d59ced274163e1243549994eeaa6ae7fb46c1635ebd661eefefd25ce7c3d \
-    --hash=sha256:4a8f2158400e8e7603ff011bdcc4273eae3fd47c78e4b2a359798cb32a3540b8 \
-    --hash=sha256:532d0ad2994c5f0f225ce04f14bcbf53530901125c694081c8f9881b208f36db \
-    --hash=sha256:54f3fad4447df2bf023280b61db0bbe85762f3c6a4a38a9f8f76ffaf6d6f7cbe \
-    --hash=sha256:5a294365cda07869ea30ef00ea07b542e50cc77ca7f329ebf3e1bcdce5b0afb8 \
-    --hash=sha256:61240b9a722aae5341dc3bdc1931cb39c4769da549cadeebac58245c0d1616b8 \
-    --hash=sha256:61f2f32403ac23354a572b160fa0a51ad5e76ba88aea37ebe5371b8863659339 \
-    --hash=sha256:6447aaa3cda9a01580bffd821519199901124e979673a76f8c00d353293b2bd2 \
-    --hash=sha256:68b3183641b4249081d66507bce336cd82262a31c80eef2df2c1e7c45902a8fb \
-    --hash=sha256:69c6f9b3f2fb766ff87fa0c432c27c67b5b7de643ace33f4c4635ce1722d86ad \
-    --hash=sha256:6c26e0175dddc2e3eafb606781c0a10be4fee13831117375f645eb70db722319 \
-    --hash=sha256:6d7816bada44c2bfb9be6e9d86c0a32029d8832c28125cea8cdc9c118d3c8b6c \
-    --hash=sha256:7139165a4beccf7604c66849cd5da1cc2be97de76e39ca03fb93c34dc9a4c570 \
-    --hash=sha256:7340ec456ae9785f18c82170d00f84a23eb8919ad9595cf8f816da729f3031fa \
-    --hash=sha256:735482344b93275ddc81123d67f8bd30fa5c614d48ebce86bd47824834bcff83 \
-    --hash=sha256:73b089407354a0a2903561a5c86c2cb359705d38e9701dbef5fe13bbf69d94fd \
-    --hash=sha256:80e7eff3774a370f14ae0155d2772732c126ba58ad6fa5e4a09097e6c03fbb52 \
-    --hash=sha256:84bd4a8cdf697b4cc3db884d26d9b991d51b76758fa9a12c0842bded1ae69487 \
-    --hash=sha256:86cf31110bfc8c9f3941a23229b906fc3e54ef88751c7b14b1afdb20871e75d2 \
-    --hash=sha256:892db69bc3f3b51445cde66441e8a8c5f11b333a7690d070a35541029c4d5b5c \
-    --hash=sha256:900e4bd920b34a8ce3c21616dc55da869e4cfdae900e80fc00cfab2ae0f571e1 \
-    --hash=sha256:9022aefacb10ab9cb56944e24322736a3917a40527e1b3853c33b9497ea06a7f \
-    --hash=sha256:9164b2d021eb4f8474767a301e196ffdb045ee960e9b68fc00c53b975ea10e79 \
-    --hash=sha256:a1dedea8cc2a6edf89e6b6c6cc7d81c89bbc844560b384d6242f0f0591c4b8df \
-    --hash=sha256:a63c5f646142679b9288cf9ab1cc6af028389c894a67efa372f9cf60f2d97264 \
-    --hash=sha256:a76f4af7a9822b2464219d1c168ae335874233ca6e062e959c9d72fce6c7f963 \
-    --hash=sha256:a9a47a44fd6bb9f60e103903c3712f2732724f472130092693bc05cda2654f74 \
-    --hash=sha256:a9bce3cd4af89d6a0271938f1fabfc10a8889e1a7c4dbc4a866d2a804c4ed506 \
-    --hash=sha256:ab4380888830b92878231415fabab0b1b90bb3982d599e8444f8f9aa22174249 \
-    --hash=sha256:ac62f270da013a6bb224a135fbebb8cefbc7137371d9fca9c3a58b55daa7b023 \
-    --hash=sha256:b5b0c03fcd363bc5c0e2104c5a7a7401c17f5d272a5d18cdc1288b99eb1abca2 \
-    --hash=sha256:b9a48762ccff33cb1583f0e77eb254f19d3fbaece4db25286432ec602cee33c7 \
-    --hash=sha256:b9d973fbc29f5d1ec3a41c58c8a3a28d191e17bbfa243ac7b588786d4f21abcd \
-    --hash=sha256:bf99dc475626d1fc1720c3cbc8bd6154d26f829cf272c3c2524e5b7ce132fca1 \
-    --hash=sha256:c18c0773a85f26c7eaeb59e0fd0a142e464312fda1c54fc7feae6115eb1759d4 \
-    --hash=sha256:ca830ec1c574d1c184e551ab39524a17bb80f20727028276f47c0828013644df \
-    --hash=sha256:cc5bc6e5b662fe854c193177df4bc281bbcee5b1a01a33be80cdc346d398fdbb \
-    --hash=sha256:da6435d0618fcbdc0734347a48c144547196233eb60bc8fb4e3ad4b7d37deb1b \
-    --hash=sha256:dee1b1d91258859260b7a2059fea87e1ee52f006e4a99a76ef21aa67a31face5 \
-    --hash=sha256:df2ca5489ad9972503700d45b1d8d4e8c64ae3bcb5205c9ae43e7aa37446ccf3 \
-    --hash=sha256:e655403a35d016ac2100ca49fece73d1f293c6623809a04e530aa05c0369d69c \
-    --hash=sha256:ed34ac11cd4dfd3c9d9ea6ce8916fd7b37e4efdb2b67ab2e550240ae9b69c630 \
-    --hash=sha256:f0c5c92497909b299c4c48e767943fe5b86c90101ade768bf9f0428fb5078954 \
-    --hash=sha256:f3b44d2147ba0c6a892b977fe47e9add91b6080cf865381e4551add7a1756e8e \
-    --hash=sha256:f9341e3072d353bb834300c2a27e88a6fcde7a6c259c27c99fb530b97fcbc788 \
-    --hash=sha256:f9afc060d8f001f05097a16ce05baf52900ec575a07049d9a16966f412a273f8 \
-    --hash=sha256:fbb19aba0d474576ae594b55aeb969f594d3718cae6f20a3f08da25daca6bebc
+clickhouse-connect==1.6.0 \
+    --hash=sha256:01367cc75ddd3081f750ccba65c252385feff72f38f68613ea02dd056d047922 \
+    --hash=sha256:064144e1a7f6075ade3c13b8ce49517ca92f86c0c4842bd2abb52a475c026025 \
+    --hash=sha256:069f105173cd04263d3bb710381edae341dc9a3aa42fb4673017a617a5a1237a \
+    --hash=sha256:06bd2e045a7ec1406f9bd39c92bcc77027258d8969128033cea5adb8602111bd \
+    --hash=sha256:0856f42be01ab4957789b8cec99e91311d88bfe82be37ef2d230d36a6a111cff \
+    --hash=sha256:163eb12e7aaeefe9e51a483d3ad40502e15ac2ef94cf1f5b7fe8e9f5303d161b \
+    --hash=sha256:1a84eb6d545e2647a51b3b4ffa0da4a49f308aaaa096e58c44fb749c171a7d4a \
+    --hash=sha256:2d5888d76be3bf1ddea5a210522572d66abcaf651b45ff7c5a1014ec08fe7565 \
+    --hash=sha256:2f8b8060a8277509db77b14a01ed70683a0d9becba7a9994a5e59e42e9f98b37 \
+    --hash=sha256:30a183095bc367dcc4695869754e36ce2177264d0ef79421990ee24700810ee0 \
+    --hash=sha256:30bb77e7aa842550d5265c4aaa3e432b01440fd116d63e7e79ae79c380971ade \
+    --hash=sha256:34969b2a57d9372921aef2b0b51fb858d81ce952c5249b6cb5a0d459e846854c \
+    --hash=sha256:3cc6bdeafc743739f809671eb3c8fe9af1701981a43c624d9f5bea1e1409e5c4 \
+    --hash=sha256:4372dbcbd7b1c897c8d7062832468f82af27fa731c7488421ec7f0a882e1580b \
+    --hash=sha256:444564bad257b8923005431d661e347e5360cd686aae67091de3796a465cfec1 \
+    --hash=sha256:483e34a7841dbf3d2863e784a129503cc37a910a05464f2f48ce3e9b2f0fc007 \
+    --hash=sha256:508d3b7cc893b5d889b92702cc7dc4a1c975f59ee8da383054076969e4cb17c3 \
+    --hash=sha256:5135f91841e9df5827faa24f3b2436d4ac8242e74a88a8d47922e31a4383b712 \
+    --hash=sha256:51905921e7c98a11e7551663d263f28a715b14fdda191569fc71ddcde964ce52 \
+    --hash=sha256:6570d07223ea5e4c4c21fece323cc8741b7711d31c6cb3fda8d1a62fa2d5b8d4 \
+    --hash=sha256:691782a911a0696bb1ff644a309f4c6940473ee48d6c5171b13dab96d8cf8ecd \
+    --hash=sha256:6bcdb6039bb55870229ec46784840f1420362e3979c74abdc6a53d1ae95718eb \
+    --hash=sha256:7043480f1459ddd791480e3ea560a1def81dfd6462eab0c9ada54946e72918af \
+    --hash=sha256:743787fd9d1505f55854b333b81b3fa92bf950d988b66a553aaa55c7bfd2f70c \
+    --hash=sha256:75390e6ff6b398a88e0cac4907f785763fc9e476314cbafcfb24553bdbd92d28 \
+    --hash=sha256:794735a62d0a46688d50652876bcb50116c5e912577e9a469ef6ed1aa52b4d7b \
+    --hash=sha256:79caafbd2b1364d4b63c2e7c625cb424c8572b9cedc62b4ac2289cfbdf875487 \
+    --hash=sha256:7fdea3ba73b77c636a30fc74c7f2c4c53ed0fcbf0da13498ff4122c701f10362 \
+    --hash=sha256:80ca5778ce35d1f658741b993a9e7e17457d3f7a854e904aff72354b29990079 \
+    --hash=sha256:8128dfe4a17aef265d5ba2bb5f2f5a0d5fa76e6aca357c71a17da378c1b30ea6 \
+    --hash=sha256:8a5c244a31dd2f2d512c7b306e41e592dcaf9550926a96e05bd3222c6a44dacc \
+    --hash=sha256:8bdef691c6c66a28301cb1f070f633dfbd60ccdca9580df96984325f1f79e803 \
+    --hash=sha256:8d4303987b36ca075cbbe2cff3439ad017f56e1cf2bd936f83b2e6be222ae62f \
+    --hash=sha256:9090c972f3d3ab40fc046913cf51c611345d603c922483e3239633f2cda16a3c \
+    --hash=sha256:9a7af9bf7b992e5098ed9a0c2edf18d19c6acb2ccc77ee1d2da4e7e5d9dc7ddc \
+    --hash=sha256:9dac7ce419ced91f035bd26a86dd49067461547cb9e3b9b1d7c5975b460b650c \
+    --hash=sha256:9e64e332983fb268350abc76119c14da7b0640373a77ecf4f310240c3fdb4b6d \
+    --hash=sha256:a337751b60c9d15eb9865cfaa32caeb6d81497a9fd3dad248ae112765e97c7f1 \
+    --hash=sha256:a34e72d1ae6f71be491b2d44bd10d082d04c9e2e2a04d4774498e965d933b21d \
+    --hash=sha256:a5285b9005d5a3ba41d6f148c957e4df8e37a38ad27835a4ad9c31fe21083149 \
+    --hash=sha256:a7cf3b7ddffbf0b0bb77cb65935561ae48c49b4e6d0db11188279b068c297862 \
+    --hash=sha256:b94bf383735abb90b1a6dc9e89a44f09b84a71a73348be0f01c7c2fb8500fdea \
+    --hash=sha256:bd8de68d176a807fd16b85c3c5639c25bbdc81c203217f9e985e9560357fecd5 \
+    --hash=sha256:bdd153037df79b684a30372395681bd673b562e9d6c5159c3a08bffc38ad8185 \
+    --hash=sha256:c62bd3cc58aa0f6d4cac7012d6e5698cdc23111e3938a809596a5af8459470bd \
+    --hash=sha256:c793706c87ab04b29a58e5bc2c0f53806c257859e9ceb859b2840c5aabe56402 \
+    --hash=sha256:c924a2dea34578eda62e99a95988134ddaf4f66aa3f842ebd0980973b6acad56 \
+    --hash=sha256:ca3d4b70d1fa92e62ab130dec495b470de6e0e56a944cd3c8ea049cb0f137c20 \
+    --hash=sha256:cc03b0dd248faca290bced68a575e41331752bfd5863e3ab126382caa547aa1b \
+    --hash=sha256:cd4c1dee496ad3a811237ff8066084c18cdaa46a046f9e0eeacce107ac29c83c \
+    --hash=sha256:cf66e5bcfba8a183e40485efcfc80329ec75104e22dd02485fe73c0ab9073b19 \
+    --hash=sha256:d541a1a75f08d62b7e0059f77efeff26f2b0829fa0d543e1e1edcce270c78a06 \
+    --hash=sha256:d56348f1a39c8bd872106c4af92faa532fbdd8d66e72c588e9b4dd676ca2dbbd \
+    --hash=sha256:e02c6abbfe777f4d0afdf7726ac30168514c46390b15e12ecf95d873c7b20969 \
+    --hash=sha256:e4eb8b83b848f4ca4b984899acd62b0a60f310cbaa559d83519b7477968392ed \
+    --hash=sha256:ed28787dd00a34b003fe24de4953e15b172058d875279336d4ee5d8f585acc50 \
+    --hash=sha256:effd020411e4669f21d8b9f7f95d2342145ff6a2e32b49eae416fbd733334e53 \
+    --hash=sha256:f8957fa2fd400d1f002dded822b3e667b7941e48107d8d2470e1935a12af9937 \
+    --hash=sha256:fe2736f4cb520c4403f1f6b078ed3ed6f41a6ee8972328082240001853d8639e \
+    --hash=sha256:fe4bdd4e09f52bff46c2f920877a08a26a44d91fdb5fc0be76edb67395440192
     # via feast (pyproject.toml)
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
@@ -813,149 +881,146 @@ couchbase-columnar==1.0.0 \
     --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \
     --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38
     # via feast (pyproject.toml)
-coverage[toml]==7.14.3 \
-    --hash=sha256:0096fd7559178f0cc9cf088f2dbd2a02ef85bacaa69732c633517286b4494610 \
-    --hash=sha256:02c41de2a88011b893050fc9830267d927a50a215f7ad5ec17349db7090ccf26 \
-    --hash=sha256:0423d64c013057a06e70f070f073cec4b0cbc7d2b27f3c7007292f2ff1d52965 \
-    --hash=sha256:0ee68f5c34812780f3a7063382c0a9fcbb99985b7ddcdcaa626e4f3fb2e0783a \
-    --hash=sha256:11a7ec9f97ab950f4c5af62229befc7faf208fdbc0116d3902d7e306cf2c5abd \
-    --hash=sha256:1551b4caac3e3ec9f2bfcec6bf3776e01c0edbdd2e240431a50ca1a1aac72c27 \
-    --hash=sha256:16b206e521feb8b7133a45754643dead0538489cf8b783b90cf5f4e3299625fd \
-    --hash=sha256:1a7563a443f3d53fdeb040ec8c9f7466aed7ca3dc5891aa09d3ca3625fa4387f \
-    --hash=sha256:1bb93c2aa61d2a5b38f1526546d95cf4132cb681e541a337bf8dfd092be816e5 \
-    --hash=sha256:1e3b91f9c4740aeb571ecf82e5e8d8e4ab62d34fcb5a5d4e5baa38c6f7d2857c \
-    --hash=sha256:2415902f385a23dcc4ccd26e0ba803249a169af6a930c003a4c715eeb9a5444e \
-    --hash=sha256:27d07a46500ba23515b838dbcf52512026af04090755cf6cc64166d88c9b9a1a \
-    --hash=sha256:2bfc4dd0a912329eccc7484a7d0b2a38032b38c40663b1e1ac595f10c457954b \
-    --hash=sha256:2e41fd3aab806770008279a93879b0924b16247e09ab537c043d08bbca53b4ab \
-    --hash=sha256:338b19131ab1a6b767b462bfcbaa692e7ae22f24463e39d49b02a83410ff6b37 \
-    --hash=sha256:360bec1f58e7243e3405d3bdf7a1a8115aa9b448d54dc7cd6f7b7e0e9406b62e \
-    --hash=sha256:39e1dbbb6ff2c338e0196a482558a792a1de3aa64261196f5cdb3da016ad9cda \
-    --hash=sha256:3c68df8e61f1e09633fefc7538297145623957a048534368c9d212782aa5e845 \
-    --hash=sha256:3d74ff26299c4879ce3a4d826f9d3d4d556fd285fde7bbce3c0ef5a8ab1cec24 \
-    --hash=sha256:3e5b550a128419373c2f6cec28a244207013ef15f5cbcff6a5ca09d1dfaaf027 \
-    --hash=sha256:41de778bd41780586e2b04912079c73089ab5d839624e28db3bdb26de638da92 \
-    --hash=sha256:47968988b367990ae4ab17523790c38cd125e02c6bfd379b6022be2d40bdc38c \
-    --hash=sha256:4b60ca6d8af70473491a15a343cbabab2e8f9ea66a4376e81c7aa24876a6f977 \
-    --hash=sha256:4d310baf69a4fbe8a098ce727e4808a34866ac718a6f759ae659cbd3221358bc \
-    --hash=sha256:526ce9721116af23b1065089f0b75046fe521e7772ab94b641cd66b7a0421889 \
-    --hash=sha256:583d50d59142f8549470bd6390471d0fe8b8c8d69d6a0f28ac71e05380cef640 \
-    --hash=sha256:5952f8c1bda2a5347154450379316e6dfa4d934d62ca35f6784451e6f55074fb \
-    --hash=sha256:5d788e5fd55347eef06ca0732c77d04a264de67e8ff24631270cdff3767a60cf \
-    --hash=sha256:605ab2b566a22bd94834529d66d295c364aba84afd3e5498285c7a524017b1fc \
-    --hash=sha256:611e62cb9386096d81b63e0a05330750268617231e7bd598e1fe77482a2c58a5 \
-    --hash=sha256:6197e5a00183c11a8ce7c6abd18be1a9189fd8399084ffc95196f4f0db4f2137 \
-    --hash=sha256:621e13c6108234d7960aaf5762ab5c3c00f33c30c15af06dcbff0c73bf112727 \
-    --hash=sha256:62c7f79db2851c95ef020e5d28b97afde3daf9f7febcd35b53e05638f729063f \
-    --hash=sha256:64b2055bb6e0dc945af35cdeceb3633e6ed9273475ef3af85592410fd6803803 \
-    --hash=sha256:68520c90babfa2d560eca6d497921ed3a4f469623bd709733124491b2aa8ef3f \
-    --hash=sha256:69918344541ed9c8368566c2adc03c0e33d4550d7faa87d1b35e49b6a3286ea9 \
-    --hash=sha256:6a3693b4153394d265f44fb855fdc80e72403024d4d6f91c4871b334d028e4e0 \
-    --hash=sha256:74fdd718d88fe144f4579b8747873a07ec3f04cb837d5faec5a25d9e22fa31a8 \
-    --hash=sha256:7b27c822a8161afbe48e99f1adfb098d270ae7e0f7d7b0555ce110529bdb69cc \
-    --hash=sha256:7dfe427045520d6abca33687dfef767b4f635015893a1816c5decb12eb72ce18 \
-    --hash=sha256:7ea52fc08f007bcc494d4bb3df3851e95843d881860ba38fe2c64dc100db5e7d \
-    --hash=sha256:830c1fca669c572dec37ce9c838224ee45aac5be0f6961edf871e82e49d6537c \
-    --hash=sha256:8427f370ca67db4c975d2a26acfc0e5783ca0b52444dbc50278ace0f35445949 \
-    --hash=sha256:878832eaac515b62decfa76965aed558775f86bf1fc8cca76993c0c84ae31aed \
-    --hash=sha256:8ac012839ff7e396030f1e94e10553a431d14e4de2ab65cb3acb72bbd5628ca2 \
-    --hash=sha256:8cec0ad652ec57790970d817490105bd917d783c2f7b38d6b58a0ca312e1a336 \
-    --hash=sha256:8cf0f2509acb4619e2471a1951089054dd58ebea7a912066d2ea56dd4c24ca4a \
-    --hash=sha256:90f7608aeb5d9b60b523b9fb2a4ee1973867cc4865a3f26fe6c7577073b70205 \
-    --hash=sha256:92c22e19ce64ca3f2ad751f16f14df1468b4c231bd6af97185063a9c292a0cb3 \
-    --hash=sha256:96150a9cf3468ea20f0bc5d0e21b3df8972c31480ef90fa7614b773cc6429665 \
-    --hash=sha256:98a0859b0e98e43e1178a9402e19c8127766b14f7109a374d976e5a62c0e5c73 \
-    --hash=sha256:9973ef2463f8e6cfb61a6324126bb3e17d67a85f22f58d856e583ea2e3ca6501 \
-    --hash=sha256:9a3f142070eb7b82fc4085a55d887396f9c4e21250bccebe2ba22502c45b9647 \
-    --hash=sha256:9be4e7d4c5ca0427889f8f9d614bd630c2be741b1de7699bca3b2b6c0e41003e \
-    --hash=sha256:a090cbf9521e78ffdb2fcf448b72902afe9f5923ff6a12d5c0d0120200348af9 \
-    --hash=sha256:a2335ea5fed26af2e831094964fa3f8fae60b45f7e37fcc2d3b615b2add3ad87 \
-    --hash=sha256:a3c2134809e80fac091bfed18a6991b5a5eb5df5ae32b17ac4f4f99864b73dd7 \
-    --hash=sha256:a571bd889cd36c5922ce8e42e059f9d37d02301531d11374afa4c87a578625d5 \
-    --hash=sha256:a574912f3bde4b0619f6e97d01aa590b70998859244793769eb3a6df78ee56d3 \
-    --hash=sha256:a64caee2193563601dbaaa55fe2dcf597debef04a2f8f1fa8a07aa4bb7ac7a1e \
-    --hash=sha256:ac082660de8f429ba0ea363595abb838998570b9a7546777c60f413ab902bbde \
-    --hash=sha256:b3d77f7f196abdef7e01415de1bce09f216189e83e58159cfeef2b92d0464994 \
-    --hash=sha256:b3ff255799f5a1676c71c1c32ec01fd043aa09d57b3d95764b24992757184784 \
-    --hash=sha256:b488bd4b23397db62e7a9459129d01ff06a846582a732efd24834b24a6ada498 \
-    --hash=sha256:b75ee850fc2d7c831e883220c445b035f2224de2ba6103f1e56dbd237ab913f7 \
-    --hash=sha256:b7f300ac92cd4b570724c8ffbbd0c130fee298d2447f41d5a3abf58976fae1de \
-    --hash=sha256:beaab199b9e5ceaf5a225e16a9d4df136f2a1eae0a5c20de1e277c8a5225f388 \
-    --hash=sha256:c02efd507227bde9969cab0db8f48890eb3b5dcad6afac57a4792df4133543ce \
-    --hash=sha256:c66f9f9d4f1e9712eb9b1de5310f881d4e2188cfcba5065e1a8490f38687f2c4 \
-    --hash=sha256:c90a7cdd5e380e1ce02f19792e2ac2fbfbf177e35a27e69fd3e873b30d895c0c \
-    --hash=sha256:c946099774a7699de03cbd0ff0a64e21aed4525eed9d959adde4afe6d15758ef \
-    --hash=sha256:cc96aa922e21d4bc5d5ed3c915cef27dfcbc13686f47d5e378d647fbfba655a2 \
-    --hash=sha256:d20a15c622194234161535459affa8f7905830391c9ccfa060d495dbfe3a1c7f \
-    --hash=sha256:d48400185564042287dc487c1f016a3397f18ab4f4c5d5ec36edc218f7ffa35b \
-    --hash=sha256:d8e88f335544a47e22ae2e45b344772925ec65166555c958720d5ed971880891 \
-    --hash=sha256:dc9b4e35e7c3920e925ba7f14886fd5fbe481232754624e832ddba66c7535635 \
-    --hash=sha256:de76caefc8deabb0dd1678b6a980be97d14c8d87e213ac194dbf8b09e96d63fb \
-    --hash=sha256:e0bb8a6bc7015efdf8a928753b25da1b9ca2d6f24ef04d2ee0688e486f32aae7 \
-    --hash=sha256:e343fb086c9cd780b38622fea7c369acd64c1a0724312149b5d769c387a2b1f5 \
-    --hash=sha256:e4ed44705ca4bead6fc977a8b741f2145608289b33c8a9b42a95d0f15aedbf4d \
-    --hash=sha256:e574801e1d643561594aa021206c46d80b257e9853087090ba97bed8b0a509d3 \
-    --hash=sha256:e6230e688c7c3e65cedd41a774eb4ec221adc6bfee13768231015b702d5e4150 \
-    --hash=sha256:ea3169c7116eb6cdf7608c6c7da9ecfcb3da40688e3a510fac2d1d2bafd6dc35 \
-    --hash=sha256:eadea7aba74e40adee867a8c0eec17b820b061d308a4b014f7a0e118c2b0aa61 \
-    --hash=sha256:ed68faa5e85de2f3e400bc3f122e5c82735a58c8bb24b9f63a2215954ba17b2d \
-    --hash=sha256:f0a47095963cfe054e0df178daca95aec21e680d6076da807c3add28dfe920f7 \
-    --hash=sha256:f502e948e03e866538048bba081c075caaa62e5bda6ea5b7432e45f587eb462a \
-    --hash=sha256:f82b6bb7d75a2613e85d07cefa3a8c973d0544a8993337f6e2728e4a1e94c305 \
-    --hash=sha256:fa9e5c6857a7e80fa22ace5cf3550ae392bbfc322f1d8dd2d2d5a8be38cec027 \
-    --hash=sha256:fb7e18afb6e903c1a92401a2f0501ac277dca527bb9ca6fe1f691a8a0026a0e8 \
-    --hash=sha256:fbb8c3a98e779013786ae01d229662aeacbc77100efbd3f2f245219ace5af700
+coverage[toml]==7.15.2 \
+    --hash=sha256:075560438765b7a2ef43bf7aa7758661b53d889df47f062a31bda6c1ade553a2 \
+    --hash=sha256:0901cfe6c13bcd2302da4f83e884555d2a22bda6e4c476f09ef204ba20ca536e \
+    --hash=sha256:094dd37f3ef7b2da8b068b583d1f4c40f91c65197e16c52a71962d5d537fc5db \
+    --hash=sha256:09f5c6ec5901f667bd97dd140b5b9a2586b10efec66f46fb1e6d8135f8b95bdf \
+    --hash=sha256:0e55510bc98ae943cece9e667a6c0fe94c6a92913720dea34243657a17993d0c \
+    --hash=sha256:1121caa19159a38b5463eaae4b1e1fde81e525b15ecc5e000cd5b1a108f743a8 \
+    --hash=sha256:1268ac8fb9ddcd783d3948dbabaf80a5d53bfdaa0575e873e2139a692f797443 \
+    --hash=sha256:1473b3ba8e7ee0f076117b1a72c23f579a2b9e2bb742f48a8d86ea27ca93f91a \
+    --hash=sha256:17c432b5f73ad52ef46fb06019f6fa7c66ce381961cf0f7dfd1d3a4bd3a98145 \
+    --hash=sha256:1adac78e5abc7c5438f7a209c9ca69d06542f0bf481d728b6989ea80b813fdf9 \
+    --hash=sha256:1cd7a5beb7af3e864a13b1f0fb26efd3695da43ef0daf71e586adfffaf34d5b2 \
+    --hash=sha256:1d16e3a7104ea84f03e614611b3edbf6fb6892554b3ab0fe7fbb3f2b2ef04376 \
+    --hash=sha256:25fd15dd40a0a2c51a500d664ca29053c09c3259d998407bf982b6e114696138 \
+    --hash=sha256:2617f8799d268fabdeef42a7e89ac3a23e1deee9025427db2df970f99a89a578 \
+    --hash=sha256:26c3b04a6377fd7c09800921fa934e3a17c0020439cd59df73e73ae1d4b6a78c \
+    --hash=sha256:29c052f7c83ccfcc5c577eaae025d2e4a9bb80daf03c0ac31c996e83b000ce88 \
+    --hash=sha256:2f1ec6f304b156669cfde653b4e9a953f5de87e247ea02ac599bce0ab2744036 \
+    --hash=sha256:2fbeeeecea279727f8ac16c8e1133ddfeee793e985c86ae343d6a5ce744eef8c \
+    --hash=sha256:2ff08701be2d1556fc78b326c80a3e8042da09352ecb3819105f8e386c8a3071 \
+    --hash=sha256:38c9518b7103826c403a461544e3c2e77151e8676d06eaed85911a97e962584a \
+    --hash=sha256:3df60dc267f0a2ca23cb7a9ab1109c62b9335ffbf519fcfe167157c28c09b81d \
+    --hash=sha256:3ed010aa1b69cda8e827aabfca9866216c980e2dca82ab9a78c5f83689964c8b \
+    --hash=sha256:40f633c5c5fc783732f6312280122e859538fa24461235597c13d803ea9a108a \
+    --hash=sha256:42ec3d989421b174a2ab607c1539f24127ad362757b7f1c0c0d7a2993f7eb37b \
+    --hash=sha256:434e68d531858205895eb0d74b73d20b84260de426387d53c422a5acda2cf050 \
+    --hash=sha256:44826758cfe73fcd0e6af5deb4ba6d5417cc1d13df3acb35c93484a11160f846 \
+    --hash=sha256:4510fb9cdf6bb02dfa6af0be4a534b8102d086e22e4a33f8836df663da3d660d \
+    --hash=sha256:48ccc6395958eda89093ecdc35644c86f23a8b23a7f4d44958812b721aad67c1 \
+    --hash=sha256:4d3361879d736f469f45723c11ea1a5bbdaf1f6928f0e632c940378b5aa9b660 \
+    --hash=sha256:582edc45c2040543fef83341be23c43024a3ab3ae0c2d8bc498a06282905ad40 \
+    --hash=sha256:63022c4c8dec1d0342f05c3ede99842fe3d007689acc45e86f123a1746e4a026 \
+    --hash=sha256:67d7602480a47bdf5b675635403625553ebaa70d5a62a657c035149fd401cea0 \
+    --hash=sha256:68af907f595ab01a78f794932ff3bdf929c316d3000810d38dbc247129e26f8b \
+    --hash=sha256:6aa28cfb6488e5453b5b762d65f73aa586380f6693a04d58078ce228a29b06c0 \
+    --hash=sha256:6c0be82b4d4aa5b2704e08518e2252f3e3d110164bcca826816801052e48a7aa \
+    --hash=sha256:6f6966fc30e6f06ca8f98fb0ce51eda6b111b3ee8d066a8b1ec9e77fa06ab55d \
+    --hash=sha256:6fc448c377d6eeb00a47c673494bd9bae29280ca53987e1869e67ebedfe20658 \
+    --hash=sha256:728a33676d4c3f0db977990a4bd421dcaa3be3e53b5b6273036fff6666008e89 \
+    --hash=sha256:7466cc7ab6dc0db871d264bf99e8779f0917ee63d40730af0552f71535a6e072 \
+    --hash=sha256:77f091ea3a9cc611cd29f433565476bc1936c084ac8eee00ea0e7e70c27e4199 \
+    --hash=sha256:77f0ef5011df53a4bd1b35211ab122287f8d9b8d7aa1c4553e5c2deb24b1d446 \
+    --hash=sha256:7c63387e21ab21f512c69c9756a8c7dadd322c7275edb064064433c9a09c3743 \
+    --hash=sha256:7d29ca7bd67af6e12e74632d65f026eabc1364da5c254494cd914446a28a3ef7 \
+    --hash=sha256:7dc2950a2992cd676d35c20ae63522836deeb034f08874699d14068710af3dc1 \
+    --hash=sha256:7e8f27131dc7cd53de2c137dd207b3720919320b3c20d499dc30aa9ee6173287 \
+    --hash=sha256:81f382c5a94b434ec1f6da607edb904c76d7212e618cd4d1bc9f97bed4120ef5 \
+    --hash=sha256:835ec4e20b45f0a7f63ed78f94065aca00de033403df8377bfe8b9c6abc0a7be \
+    --hash=sha256:8bb9f4b4279187560796a4cdaca3b0a93dd97e48ee667df005f4ed9a97403688 \
+    --hash=sha256:8c726b232659cbd2ae57ade46509eb068c9bd7a06df9fcbff6fe484870006934 \
+    --hash=sha256:913b6c56e110da40e035bbd168353bf7aaa2544a5eaccea5d98a4629aac156c7 \
+    --hash=sha256:97a5c5457a9fb1d6c4e06cfb5dc835871fbfb6a6a51addc9e925bdeff5ef7440 \
+    --hash=sha256:9854ca62c152874b2060772503535be2e8f53f70b8aaa7686b094888d872f984 \
+    --hash=sha256:9911f31aad8906abe337c271343485cf20df5e70df5d2f57f9f136e7b55f26bc \
+    --hash=sha256:9b5bd92ff1ec22e535eab0de75fa6db021992791f461a2aceb7822c625a1187d \
+    --hash=sha256:9deddf09eecb717b7f980414b43d90a5b22ff3967d2949ab29cb0aa83d9e9098 \
+    --hash=sha256:9e36686f7a442185db2400b3df171aac520869faf9deb59df687d28659eda2a6 \
+    --hash=sha256:9f4432898c4bf2fba0435bbe35dd4437d7264565e5a88a21f5b49d8662a6b629 \
+    --hash=sha256:a0f47002c6eeb7c280228467a4cb0cc15ca2103a8421b986b2d3ec04a0f9bd8b \
+    --hash=sha256:a164b50081fc7357331c4024ef4d17b78ba325f8380d05f5a69599a7e05257ee \
+    --hash=sha256:a29ec5305a7335aacee2d799e3422e91e1c8a12474986e2b3b07e315c91be82f \
+    --hash=sha256:a300c6934e0989c327b9e8a1e110329da4641149f872bbe9f70168be66da76c1 \
+    --hash=sha256:a4c46b247b5d4b78f613bd89fea926d32b25c6cc61a50bd1e99ba310348f3dad \
+    --hash=sha256:a638db90c61cd219aeee65e83a24fdaa57269a741ae0cf773309208ac862cee3 \
+    --hash=sha256:a63b9e190711134d581c4d703df5df09851b1acf99792c7aacbbe9f41f0283c9 \
+    --hash=sha256:aaccad4129d735a8a4d526f26929894c9a4e8ef7034566f210b176749d6906e3 \
+    --hash=sha256:ae901f7e55ba405c84ee1cab3d3e962e4e871e4a2bcb9c90911adbd69b42ac5a \
+    --hash=sha256:afa29e2eff3d5729267e2cb2fd4ce9d61c952932fb2694e34ccb5d9540c6a296 \
+    --hash=sha256:affd532502d34c0472d0cdb181325c89f1d2c44992fef0c17e88e7b1576259a1 \
+    --hash=sha256:b171bdd71cb7ff792bf32e376173b0ace7e7963e7e57c58dfc42063a6a7174cd \
+    --hash=sha256:b868acc62aa5de3be7a9d05c2333bf8359ca987e43f9cb30ff8fbda6a024ab73 \
+    --hash=sha256:b9a6367e4aff723e8ee8190836836124284e8fcd4265e307c844010cfa074f3f \
+    --hash=sha256:bbc808daf4f5cd567af8075ecc72d21c6dfef9a254709a621a84c217c935ebc0 \
+    --hash=sha256:bbf44513ceb1589e31948e20eafbde9deaface90e1a1afa5f5f77b4423d17ce6 \
+    --hash=sha256:bcc0aae933921d03096f53b0b03eeb702129fd406dee59f08d2efacc68681fa5 \
+    --hash=sha256:bfd341ccf78128e72c094bc70cc25b3ef309c33c7c2c66ba3ed4309549e02de1 \
+    --hash=sha256:c6a98d698f9e2c8008d0370ec7fc452ebfcc530002ae2d0061170d768b992589 \
+    --hash=sha256:cb0fddaa6884be6aae36ced9544b5e90f7d5f03845a2853bf47a14953a4e8688 \
+    --hash=sha256:cee0f89f4767a6057c8fbf168f8135f18be651300496086bd873e3189fed0487 \
+    --hash=sha256:d17d7512151fedfcc64c1821a8977fc9be0dbf495754669afcab7b57abc98ae9 \
+    --hash=sha256:d46e62cb35d91e6e2589fda6d28074426b0e276422b5d2ebef2c6b11dc60dbfd \
+    --hash=sha256:d50dd325e18ec25bfcc10cd7f99b04df1ab9ec76b0918c260e60817ad0643dee \
+    --hash=sha256:db9c8438057e5b0f6a22a0af99c0c1d26b57fbbdbd1be5861ddb8f897fcc3a2d \
+    --hash=sha256:dee88b1ed88587abd8c0269a1fc1f4cc77f7750d1dfde2869e2a123af420e67d \
+    --hash=sha256:dfd3db045e95960ae3683059571e597fda7cc610106a8916f77c5839048c1deb \
+    --hash=sha256:e26ff680768b8095e8874aabe0e9d3a47a2a9f176a8340d05f8604c56457c23a \
+    --hash=sha256:e370c12133095ff18432de8c044962be85a5a96d90c6fcbce8e17e76236d2328 \
+    --hash=sha256:e38def96ad59853824c97953fdcd2c320a84ba3ce99b417db78af8bb6c3db635 \
+    --hash=sha256:e8f91bce78e32343af184c3b7fa28fcf5a9e2641f4b6623d392038f804939188 \
+    --hash=sha256:eb6bcae8d1a9d305351ecb108232441d11c5cfe9de840a04388ba5d2db8d735c \
+    --hash=sha256:f653e5d7248c1191ec988a85c72edeab46c3ff44f90639a4ed4874ec0be90243 \
+    --hash=sha256:fe41909c9515c3bfdb5f02c4d1f857dba322d9a9a1178069b91eea77889df63a
     # via pytest-cov
-cryptography==48.0.1 \
-    --hash=sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a \
-    --hash=sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02 \
-    --hash=sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471 \
-    --hash=sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f \
-    --hash=sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa \
-    --hash=sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a \
-    --hash=sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1 \
-    --hash=sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225 \
-    --hash=sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92 \
-    --hash=sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6 \
-    --hash=sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24 \
-    --hash=sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1 \
-    --hash=sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f \
-    --hash=sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72 \
-    --hash=sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6 \
-    --hash=sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8 \
-    --hash=sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577 \
-    --hash=sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67 \
-    --hash=sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a \
-    --hash=sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429 \
-    --hash=sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1 \
-    --hash=sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd \
-    --hash=sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9 \
-    --hash=sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265 \
-    --hash=sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a \
-    --hash=sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475 \
-    --hash=sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d \
-    --hash=sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3 \
-    --hash=sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c \
-    --hash=sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1 \
-    --hash=sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac \
-    --hash=sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6 \
-    --hash=sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2 \
-    --hash=sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08 \
-    --hash=sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c \
-    --hash=sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b \
-    --hash=sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401 \
-    --hash=sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158 \
-    --hash=sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8 \
-    --hash=sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9 \
-    --hash=sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411 \
-    --hash=sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4 \
-    --hash=sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991 \
-    --hash=sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17 \
-    --hash=sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242 \
-    --hash=sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691 \
-    --hash=sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41 \
-    --hash=sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345 \
-    --hash=sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46
+cryptography==49.0.0 \
+    --hash=sha256:026ac7423e6fa66872d3bf889be5974507da3944f866f704fa200eadacd00001 \
+    --hash=sha256:07cab27cc7b7e0fd28e5e26bb9eeedde5c135c868b46de4a27845abe94af6122 \
+    --hash=sha256:084ef1af862eb07ec46d25f68689f2102a9fc0e05ce7b80f14f5fe51e4eef0f6 \
+    --hash=sha256:0b82e28ee398a386f0807bba7884d30f25218855690f45115831bcce5d90822c \
+    --hash=sha256:0e959b578856a3924bc0cbb710fc12c387b9412a951389f3ca61704a9e25f325 \
+    --hash=sha256:0f21641cf4b30fca7aee061ced0ec7ad7b073518088b7c9969a297c0ae796c69 \
+    --hash=sha256:196ecd6a36e4e9aa10270393bb98d8df88fccee0bf1e5128b91ae4eb4375896d \
+    --hash=sha256:2400ef9c9e2299a25614eb1dea3db54a69b1349efd043bfac9c67630d136df36 \
+    --hash=sha256:28d8b15e6275f12c8a207dc309dfa957903c927d08d0cc937ee3f63f200693cc \
+    --hash=sha256:2afe9051da7ae7bd5905da5a949280c7d2bb75682e188f650a9d0f2756b834c6 \
+    --hash=sha256:2eda353d8a27bcbcaa4cbed18994a74ab4d19a2ca897db188ea269ab9b71419b \
+    --hash=sha256:32703d93296f5c1f4b53349ad3a250c2cae0fdecd3a3dd5d47e616d8d616af27 \
+    --hash=sha256:33cd0565932807baddb67b96dbee92f2c374b5c89dee09fd74079aeb8c8dba61 \
+    --hash=sha256:35b151772baff2c74cba7fa290ceaff4c3b11c0c881eb93eb5dbc05a7cfbba18 \
+    --hash=sha256:36d1709f992593689b45bda411498d62c6e365f2ca00b84657d4dadd24de16db \
+    --hash=sha256:42b0684e0e40cf26122427802486f6d93aea593612603a94fbf260c7eb1e9c1b \
+    --hash=sha256:4ae387c9cb68ea569ca17e490d66d8142b81c3cc814bf179974b7d146e490bbb \
+    --hash=sha256:53ecee2e23f7169b6117e99fc8a944e5e50f79e69758a83b52a00cb98ab2b2d2 \
+    --hash=sha256:66ec79c3904820572d7e987abdf304281f141d37ad9a489b8e97066e7b9b6459 \
+    --hash=sha256:67e1d20ad9ef3a563c59ef22e7a8a0b8210bd26604369ea4a30a7c66aefe504e \
+    --hash=sha256:6f2debedf9ca60cf1d5bd466475638af5130f89965605cd818484d19987d3a21 \
+    --hash=sha256:6fc361c34fb6aac015ce19435876635e5c6d21db31998b0920f675f131e043b8 \
+    --hash=sha256:73a205dce83953d131a4aa1e0fd917a2fd1c5b1eef251e9d7152efefcbf5caf7 \
+    --hash=sha256:7abcee80084cda3f7691f3eb1ce480d8df49cec637b429aa35986c1de71738aa \
+    --hash=sha256:8c25ceb16df5b9435f3f6a9829204985b0e0cbee3b48aacd432c7d2c850b44d9 \
+    --hash=sha256:966fe0e9c67490071f14c0d2b1cb2dfb3023c5ce39457343931415f08382f2db \
+    --hash=sha256:9e82dcc8e56052715fb18b2429e3bca4823b1629136a2084fc45a9a5cecb9b64 \
+    --hash=sha256:b20133d204d2bb56ba047642199603876c872026ca53e79c35b83772ab2cc505 \
+    --hash=sha256:b39efa323140595abd3ecca8529d321ae50f55f3aa3ba9cc81ea56a6011953d5 \
+    --hash=sha256:b47db11c2c3525083296069b98ac5221907455e989ae0c2e3008bde851921615 \
+    --hash=sha256:b87e65d263b3e5d3bb92a57e2a6638e2f31110fa7aa890c7b2dbba42248d0a3f \
+    --hash=sha256:b970c6da94d5bb18629db453d14f2a1300f6bf59b61e9b82377931ef95504866 \
+    --hash=sha256:be9fcb48a55f023493482827d4f459bd263cc20efde64f204b97c123201850c6 \
+    --hash=sha256:c2bc30226390d60ea19d9f82b19db005fe0452154a23c1c410c12ea801e43561 \
+    --hash=sha256:c83782480a4a9da4d0feb51950131ba32e12e70813848b3343f6e18c28a66838 \
+    --hash=sha256:cbc77da8c523d5abd028635ba850a6966fcee2c82e2bf65a41d1d8afe0f98be9 \
+    --hash=sha256:ccac2bfebc306b862133e3bb71f3f6ee8bb525240089b2d952e4144b3a6d5da7 \
+    --hash=sha256:d0527ce944105f257f605a827d6ebead966c752038b6e8656abb9c5edee6fc68 \
+    --hash=sha256:d8ecde755e2e91bf773fc94e8c9d730cd7f2007004cb492263a794ec3899a1c8 \
+    --hash=sha256:e3fb64c420688e5319ae25113a354015abbd8dffbfbc41781a1ea66fc7622ac3 \
+    --hash=sha256:e5dfc1e64de5677cec922ffa8da89c546d0415bf6efdf081842e5d44c84e1f0e \
+    --hash=sha256:ec5e529fb80935c94fe7b729f9972b50e351a0e6b50aa294fd5cabb109fcc29a \
+    --hash=sha256:f37d847238971164fdbc68ade6f6574aecc9c0af714190e2083429ff68f4ce9d \
+    --hash=sha256:f78ff2c9ed8dc2d036b0f4d640e22522213d047c1b14e61205a7e55c80a494d4 \
+    --hash=sha256:f89660a348f4f78a92366240a61404e337586ef7f5909a2fef59ca88ef505493 \
+    --hash=sha256:fc1e275c2f1d97b1a6450b8b0ea3ebfa6e087a611c2b26cb2404d48588abab7b
     # via
     #   feast (pyproject.toml)
     #   azure-identity
@@ -963,7 +1028,6 @@ cryptography==48.0.1 \
     #   google-auth
     #   great-expectations
     #   jwcrypto
-    #   mlflow
     #   moto
     #   msal
     #   oracledb
@@ -976,29 +1040,29 @@ cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
     --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
     # via matplotlib
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-databricks-sdk==0.118.0 \
-    --hash=sha256:7931c7147315902e4347863074c2e2bc1d389338e15d1b60bbf49bc5ebabcbe0 \
-    --hash=sha256:cd049b7a9612d957e53d842631800f1974406fc3bec78bc51d429387046a0287
+databricks-sdk==0.122.0 \
+    --hash=sha256:7d998ec47f580be6be1cfe066be78038054767575b7437af5e4f76b67dde49c2 \
+    --hash=sha256:eb11be13f0c02fc4ffc6e2672ad47478ce26ac4b310bd26916af8ba56e374e98
     # via
     #   mlflow-skinny
     #   mlflow-tracing
-datasets==5.0.0 \
-    --hash=sha256:7dd34927a0fd7046e98aad5cb9430e699c373238a15befa7b9bf22b991a7fee6 \
-    --hash=sha256:83dbbbdb07a33b82192b8c419deb18739b138ee2ce1a322d55ce6b100954ec1a
+datasets==5.0.1 \
+    --hash=sha256:9fbf73688f8c18f7529b4fe592abd04015f81d1e58001e4bac73ffb2b39d7cc4 \
+    --hash=sha256:ce22bb851efd7494f08aad33b940803784434f6e77763d00679a0dc45fcf686a
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
-dbt-artifacts-parser==0.13.2 \
-    --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \
-    --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4
+dbt-artifacts-parser==0.14.0 \
+    --hash=sha256:c4da799afa80a3c2c6c7e51c3b5d2681be9fdd53174b3909a3ce71cfb43d5148 \
+    --hash=sha256:e983510193cacaf6e6152e41cccfafc6cece592899f306f3143dc2f8b15ea394
     # via feast (pyproject.toml)
 debugpy==1.8.21 \
     --hash=sha256:0042da0ecd0a8b50dc4a54395ecd870d258d73fa18776f50c91fdcabdcad2675 \
@@ -1076,9 +1140,9 @@ dnspython==2.8.0 \
     # via
     #   feast (pyproject.toml)
     #   pymongo
-docker==7.1.0 \
-    --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \
-    --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0
+docker==7.2.0 \
+    --hash=sha256:a3f45fdeb9165e2d25d9a1d02ddf3bc70fb572cf5ebbf9b58558c22caf29b71f \
+    --hash=sha256:cebb93773d334f778e023a7ee352a8d6e13ab1bd3b863a4d4a59dec897df43ac
     # via
     #   mlflow
     #   testcontainers
@@ -1086,9 +1150,9 @@ docling==2.27.0 \
     --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \
     --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d
     # via feast (pyproject.toml)
-docling-core[chunking]==2.83.1 \
-    --hash=sha256:154db6d6be5ac0bc0affa272a39e81346dc953ea7ce5cd6f20809cc5272499c6 \
-    --hash=sha256:e09ce91d18522bb161b45ca79b9bd2c94f0b38ca744a1f8605f3e1d9bff26902
+docling-core[chunking]==2.84.0 \
+    --hash=sha256:2aee881b94138234c703298066b5ed94999490323ae6a29cbe5110f9248b83dd \
+    --hash=sha256:331035d5032be683a6d66d476146652491d2c75e4562e04da3f1a8d989d74bfc
     # via
     #   docling
     #   docling-ibm-models
@@ -1130,42 +1194,42 @@ docutils==0.19 \
     --hash=sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6 \
     --hash=sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -1234,9 +1298,9 @@ faiss-cpu==1.10.0 \
     # via
     #   feast (pyproject.toml)
     #   milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -1245,13 +1309,13 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-fastjsonschema==2.21.2 \
-    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463 \
-    --hash=sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de
+fastjsonschema==2.22.1 \
+    --hash=sha256:0b83d1ce8d7845b959dcb20e1a5c3c8883b6541d9c52ab02cce5166b75ec805f \
+    --hash=sha256:cf377ff5c9a6f4f3125fb35f75a2c5767bd824ffbcf62c209a93cd48d1453999
     # via nbformat
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via
     #   datasets
     #   huggingface-hub
@@ -1267,12 +1331,6 @@ filetype==1.2.0 \
 flask==3.1.3 \
     --hash=sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb \
     --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c
-    # via
-    #   flask-cors
-    #   mlflow
-flask-cors==6.0.5 \
-    --hash=sha256:30c5031552cd59f620ac0c8211dac45b345d3b2df310e7721879e4f46ef9c601 \
-    --hash=sha256:68fcf75693e961f3af26683b23c4b9a8fb6b64de17d20d0c37b95e8de7ab2ed8
     # via mlflow
 fonttools==4.63.0 \
     --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \
@@ -1464,9 +1522,9 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec[http]==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+fsspec[http]==2026.6.0 \
+    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
+    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1484,13 +1542,13 @@ gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
     # via gitpython
-gitpython==3.1.50 \
-    --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \
-    --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9
+gitpython==3.1.57 \
+    --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
+    --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
     # via mlflow-skinny
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -1500,9 +1558,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   databricks-sdk
     #   google-api-core
@@ -1521,9 +1579,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -1531,9 +1589,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -1543,9 +1601,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -1625,58 +1683,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1702,9 +1760,9 @@ grpcio-reflection==1.81.1 \
     --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
     --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 grpcio-testing==1.81.1 \
     --hash=sha256:69792db25781cefd2479d12285ca6bebe589e2aa1d64b4b8d18cf35f58c6b810 \
@@ -1763,9 +1821,9 @@ grpcio-tools==1.81.1 \
     --hash=sha256:f8cb64f87c45ccca8234fa47e6b21f09e43801ff11b556deecb461b3b3e9f292 \
     --hash=sha256:fc3d2a41a7a4467fa03b391394fffada9291fe8feebc8679b526f6bc36942b25
     # via feast (pyproject.toml)
-gunicorn==26.0.0 \
-    --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
-    --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf
+gunicorn==23.0.0 \
+    --hash=sha256:ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d \
+    --hash=sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec
     # via
     #   feast (pyproject.toml)
     #   mlflow
@@ -1775,45 +1833,38 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
-h2==4.3.0 \
-    --hash=sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1 \
-    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
+h2==4.4.0 \
+    --hash=sha256:46b551bdcdc7e83cf5c04d0bf93badb8a939bd2287d9fee1abb23a445b9e0580 \
+    --hash=sha256:6acffe1aeab79098d7eb0f8385c1add11f2c7a94815f6fa2b7060eeddee3d87c
     # via httpx
 happybase==1.3.0 \
     --hash=sha256:43b6275d2865fc1364680a03f085491cd85d8b84db3c5aa94d25186685dfd87e \
     --hash=sha256:f2644cf1ef9d662fbe6f709fcfd66bf13e949f3efd4745a3230cf5f904fb7839
     # via feast (pyproject.toml)
-hazelcast-python-client==5.6.0 \
-    --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \
-    --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c
+hazelcast-python-client==5.7.0 \
+    --hash=sha256:6a218295af38730bd1781a6b2fefbf24851f1d6abb472f0bfe927a281b3f83b7 \
+    --hash=sha256:79e7c6e77453e53af29bb2454504e1b8d3a422527813116ee44379c18ee9849f
     # via feast (pyproject.toml)
-hf-xet==1.5.1 \
-    --hash=sha256:0c97106032ef70467b4f6bc2d0ccc266d7613ee076afc56516c502f87ce1c4a6 \
-    --hash=sha256:3474760d10e3bb6f92ff3f024fcb00c0b3e4001e9b035c7483e49a5dd17aa70f \
-    --hash=sha256:4f561cbbb92f80960772059864b7fb07eae879adde1b2e781ec6f86f6ac26c59 \
-    --hash=sha256:51ef4500dab3764b41135ee1381a4b62ce56fc54d4c92b719b59e597d6df5bf6 \
-    --hash=sha256:6071d5ccb4d8d2cbd5fea5cc798da4f0ba3f44e25369591c4e89a4987050e61d \
-    --hash=sha256:6208adb15d192b90e4c2ad2a27ed864359b2cb0f2494eb6d7c7f3699ac02e2bf \
-    --hash=sha256:6762d89b9e3267dfd502b29b2a327b4525f33b17e7b509a78d94e2151a30ce30 \
-    --hash=sha256:6abd35c3221eff63836618ddfb954dcf84798603f71d8e33e3ed7b04acfdbe6e \
-    --hash=sha256:6f7a04a8ad962422e225bc49fbbac99dc1806764b1f3e54dbd154bffa7593947 \
-    --hash=sha256:8298485c1e36e7e67cbd01eeb1376619b7af43d4f1ec245caae306f890a8a32d \
-    --hash=sha256:892e3a3a3aecc12aded8b93cf4f9cd059282c7de0732f7d55026f3abdf474350 \
-    --hash=sha256:93d090b57b211133f6c0dab0205ef5cb6d89162979ba75a74845045cc3063b8e \
-    --hash=sha256:94e761bbd266bf4c03cee73753916062665ce8365aa40ed321f45afcb934b41e \
-    --hash=sha256:97f212a88d14bbf573619a74b7fecb238de77d08fc702e54dec6f78276ca3283 \
-    --hash=sha256:a93df2039190502835b1db8cd7e178b0b7b889fe9ab51299d5ced26e0dd879a4 \
-    --hash=sha256:bf67e6ed10260cef62e852789dc91ebb03f382d5bdc4b1dbeb64763ea275e7d6 \
-    --hash=sha256:c6b6cd08ca095058780b50b8ce4d6cbf6787bcf27841705d58a9d32246e3e47a \
-    --hash=sha256:d48199c2bf4f8df0adc55d31d1368b6ec0e4d4f45bc86b08038089c23db0bed8 \
-    --hash=sha256:dbf48c0d02cf0b2e568944330c60d9120c272dabe013bd892d48e25bc6797577 \
-    --hash=sha256:e1af0de8ca6f190d4294a28b88023db64a1e2d1d719cab044baf75bec569e7a9 \
-    --hash=sha256:e78e4e5192ad2b674c2e1160b651cb9134db974f8ae1835bdfbfb0166b894a43 \
-    --hash=sha256:e7dbb40617410f432182d918e37c12303fe6700fd6aa6c5964e30a535a4461d6 \
-    --hash=sha256:f4ad3ebd4c32dd2b27099d69dc7b2df821e30767e46fb6ee6a0713778243b8ff \
-    --hash=sha256:f61e3665892a6c8c5e765395838b8ddf36185da835253d4bc4509a81e49fb342 \
-    --hash=sha256:f7b3002f95d1c13e24bcb4537baa8f0eb3838957067c91bb4959bc004a6435f5
+hf-xet==1.5.2 \
+    --hash=sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed \
+    --hash=sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d \
+    --hash=sha256:4a5ecb9cda8512ba2aa8ee5d37c87a1422992165892d653098c7b90247481c3b \
+    --hash=sha256:580e59e29bf37aece1f2b68537de1e3fb04f43a23d910dcf6f128280b5bfbba4 \
+    --hash=sha256:6395cfe3c9cbead4f16b31808b0e67eac428b66c656f856e99636adaddea878f \
+    --hash=sha256:73044bd31bae33c984af832d19c752a0dffb67518fee9ddbd91d616e1101cf47 \
+    --hash=sha256:7db73c810500c54c6760be8c39d4b2e476974de85424c50063efc22fdda13025 \
+    --hash=sha256:8764488197c1d7b1378c8438c18d2eea902e150dbca0b0f0d2d32603fb9b5576 \
+    --hash=sha256:8d7446f72abbf7e01ca5ff131786bc2e74a56393462c17a6bf1e303fbab81db4 \
+    --hash=sha256:bee28c619622d36968056532fd49cf2b35ca75099b1d616c31a618a893491380 \
+    --hash=sha256:cde8cd167126bb6109b2ceb19b844433a4988643e8f3e01dd9dd0e4a34535097 \
+    --hash=sha256:d6f9c58549407b84b9a5383afd68db0acc42345326a3159990b36a5ca8a20e4e \
+    --hash=sha256:db78c39c83d6279daddc98e2238f373ab8980685556d42472b4ec51abcf03e8c \
+    --hash=sha256:e396ab0faf6298199ad7a95305c3ca8498cb825978a6485be6d00587ee4ec577 \
+    --hash=sha256:ecf63d1cb69a9a7319910f8f83fcf9b46e7a32dfcf4b8f8eeddb55f647306e65 \
+    --hash=sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799 \
+    --hash=sha256:fd3add255549e8ef58fa35b2e42dc016961c050600444e7d77d030ba6b57120e
     # via huggingface-hub
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -1929,14 +1980,18 @@ hiredis==3.4.0 \
     --hash=sha256:ff28eca77a57751488df90b0f385b472fd78e140a4d45097224648a5737acdf5 \
     --hash=sha256:ff6217da86a63a6a5ea954d9b9ed67916d9d94a566b44aa98e68ae34b40ebbbf
     # via feast (pyproject.toml)
-hpack==4.1.0 \
-    --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496 \
-    --hash=sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca
+hpack==4.2.0 \
+    --hash=sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0 \
+    --hash=sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986
     # via h2
 httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1997,18 +2052,13 @@ httpx[http2]==0.27.2 \
     #   datasets
     #   fastapi-mcp
     #   jupyterlab
-    #   mcp
     #   openlineage-python
     #   python-keycloak
     #   qdrant-client
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
-huey==3.0.3 \
-    --hash=sha256:1a17fef95fc8432f75413f1b77439cef5f3493c1ddbfba9151756b31a1b2dad3 \
-    --hash=sha256:d1c687734778b8282c035a943eead8368c1736bb28abc006596fbbc01bdc96dc
-    # via mlflow
 huggingface-hub==0.36.2 \
     --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \
     --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270
@@ -2039,21 +2089,22 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   jsonschema
     #   requests
     #   snowflake-connector-python
     #   yarl
-imageio==2.37.3 \
-    --hash=sha256:46f5bb8522cd421c0f5ae104d8268f569d856b29eb1a13b92829d1970f32c9f0 \
-    --hash=sha256:bbb37efbfc4c400fcd534b367b91fcd66d5da639aaa138034431a1c5e0a41451
+imageio==2.37.4 \
+    --hash=sha256:1ab2e22c8debf700f24c3ac43e8f95f3b3a8110c83b93411e97b4b0b2cd1c7e6 \
+    --hash=sha256:e45cbc5e83502047fb138f7f585f7f105a136a57eea5f4b3cfc6ce1b52720bd3
     # via scikit-image
 imagesize==2.0.0 \
     --hash=sha256:5667c5bbb57ab3f1fa4bc366f4fbc971db3d5ed011fd2715fd8001f782718d96 \
     --hash=sha256:8e8358c4a05c304f1fccf7ff96f036e7243a189e9e42e90851993c558cfe9ee3
     # via sphinx
-importlib-metadata==9.0.0 \
-    --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \
-    --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc
+importlib-metadata==8.9.0 \
+    --hash=sha256:58850626cef4bd2df100378b0f2aea9724a7b92f10770d547725b047078f99ee \
+    --hash=sha256:e0f761b6ea91ced3b0844c14c9d955224d538105921f8e6754c00f6ca79fba7f
     # via
     #   build
     #   dask
@@ -2161,9 +2212,9 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-jupyter-builder==1.0.2 \
-    --hash=sha256:6155d78a5325010532a6419ffcba89eac643fd1aa56ea83115e661924d6f6aab \
-    --hash=sha256:b024f65d36e1d530542db597b00dd513261aa59842e0d0fbbb1015a9f1935e9c
+jupyter-builder==1.1.1 \
+    --hash=sha256:1a13977912b08deda77fce2c803940131c27cf77a27ed64b9ffca25aa0ed7e6c \
+    --hash=sha256:f9c14bc55c0488a073f62af12d468936fcf9ecb7e9dd802f6f9c33de46ad70db
     # via
     #   jupyterlab
     #   notebook
@@ -2207,9 +2258,9 @@ jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14 \
     --hash=sha256:bbda128ed41d0be9020349f9f1f2a4ab9952a73ed5f5ac9f1419794761fb87f5
     # via jupyter-server
-jupyterlab==4.6.0 \
-    --hash=sha256:6a8b88f2aae7ed4d012c634fc957c1a27f3aa217c32f0ced0175fac9ee17f9e5 \
-    --hash=sha256:b6938cb8a1ef3d43860ff4745a680c62cc0a9385f9672295bb56cd2e7cfeebe2
+jupyterlab==4.6.2 \
+    --hash=sha256:5964447036629adfcd3fc0969effc1da6f47d2cbd0a60b2c2eea7c31be0ec6a8 \
+    --hash=sha256:e18ce8b34f3de350e93cd5b2c4f3ae884cbe266eb76bf5d6825a4ed34c13bcff
     # via notebook
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d \
@@ -2225,9 +2276,9 @@ jupyterlab-widgets==3.0.16 \
     --hash=sha256:423da05071d55cf27a9e602216d35a3a65a3e41cdf9c5d3b643b814ce38c19e0 \
     --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
     # via ipywidgets
-jwcrypto==1.5.7 \
-    --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \
-    --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0
+jwcrypto==1.5.8 \
+    --hash=sha256:85aeb475f808d56bbc2f2ed1f6f73e6a317c4011a4321505f02f0aed695a3742 \
+    --hash=sha256:c3d7114b6f6e65b52f6b7da817eb8cb8423e1da31e1ef13508447c81ecbdcc34
     # via python-keycloak
 kiwisolver==1.5.0 \
     --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \
@@ -2348,9 +2399,9 @@ kiwisolver==1.5.0 \
     --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \
     --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398
     # via matplotlib
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
 lark==1.3.1 \
     --hash=sha256:b426a7a6d6d53189d318f2b6236ab5d6429eaf09259f1ca33eb716eed10d2905 \
@@ -2745,39 +2796,41 @@ matplotlib-inline==0.2.2 \
     # via
     #   ipykernel
     #   ipython
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 minio==7.2.11 \
     --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \
     --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5
     # via feast (pyproject.toml)
-mistune==3.3.2 \
-    --hash=sha256:a678a56387d487db7368ede4647cb2ba1deff22ce61f92343e4ebe0ddfce4f2d \
-    --hash=sha256:e12ee4f1e74336e91aa1141e35f913b337c40bdf7c0cc49f21fb853a27e8b62f
+mistune==3.3.4 \
+    --hash=sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe \
+    --hash=sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a
     # via
     #   great-expectations
     #   nbconvert
-mlflow==3.14.0 \
-    --hash=sha256:5a1f818fa003035c724162096ce3ded7bc7bc47a1cae595df6173961983f4718 \
-    --hash=sha256:dbf77f7cdb5b5c0ec59b4671c61730b1b914b4dff7a2892e267a547cb5454f56
+mlflow==3.2.0 \
+    --hash=sha256:db97b925cc8afba15caf3749dcb4a95be83f9608e974f23253fbbc1d675247ea \
+    --hash=sha256:e96bd42238ea8b477691c8a8f6e8bdbf9247415ad7892e6e885994c6940bcf74
     # via feast (pyproject.toml)
-mlflow-skinny==3.14.0 \
-    --hash=sha256:a4880e086365871ef9d78e727a34ea5fb1ce615689579998d48e8c65ee1665a9 \
-    --hash=sha256:e50f4506422c7737157ae6643c165122af7898345f2e828fa93c4f10128653cf
+mlflow-skinny==3.2.0 \
+    --hash=sha256:b359ec082a0a966e4e8e80f03d850da7fa677ebe57e67b1c0877029e5eeee443 \
+    --hash=sha256:ec33a6fc164973e3b4d208e4ab8bec118ea93ff890ffbd08817b66468235ed71
     # via mlflow
-mlflow-tracing==3.14.0 \
-    --hash=sha256:854488dd18068f15e2a56f1cc7b8868c611d09ea39068d0a691a3f07e0048cae \
-    --hash=sha256:c2f701e001d35964f23fbbdfdda36c818a76c157b912ae83781199fd714be09a
+mlflow-tracing==3.2.0 \
+    --hash=sha256:4180d48b6b68a70b3e37987def3b0689d3f4ba722f5d2b98344c3717d2289b99 \
+    --hash=sha256:6f3dd940752ca28871b09880e9426d1293460822faa8706b33af1d50c29a0355
     # via mlflow
 mmh3==5.2.1 \
     --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \
@@ -3245,9 +3298,9 @@ nodeenv==1.10.0 \
     --hash=sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827 \
     --hash=sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb
     # via pre-commit
-notebook==7.6.0 \
-    --hash=sha256:98aa2811b54ac191321d5dfce12ca700f8a511a33a26e4de2fa106a357c43d6a \
-    --hash=sha256:ea13e79e601bf273074895fdfb17dd3f2da916d3c045e0b9c47d18b16ab62481
+notebook==7.6.1 \
+    --hash=sha256:0b45fd1010668dd4808c40914d957706dbf044a677d28764dc881b74dfcede82 \
+    --hash=sha256:6ea1e4c926f0dc490444ddcc335797a3dacda470a805d01031872fb119988ba2
     # via great-expectations
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef \
@@ -3338,7 +3391,6 @@ numpy==2.2.6 \
     #   scipy
     #   sentence-transformers
     #   shapely
-    #   skops
     #   tifffile
     #   torchvision
     #   transformers
@@ -3346,95 +3398,91 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
-opencv-python-headless==4.13.0.92 \
-    --hash=sha256:0525a3d2c0b46c611e2130b5fdebc94cf404845d8fa64d2f3a3b679572a5bd22 \
-    --hash=sha256:0bd48544f77c68b2941392fcdf9bcd2b9cdf00e98cb8c29b2455d194763cf99e \
-    --hash=sha256:1a7d040ac656c11b8c38677cc8cccdc149f98535089dbe5b081e80a4e5903209 \
-    --hash=sha256:3e0a6f0a37994ec6ce5f59e936be21d5d6384a4556f2d2da9c2f9c5dc948394c \
-    --hash=sha256:5c8cfc8e87ed452b5cecb9419473ee5560a989859fe1d10d1ce11ae87b09a2cb \
-    --hash=sha256:77a82fe35ddcec0f62c15f2ba8a12ecc2ed4207c17b0902c7a3151ae29f37fb6 \
-    --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \
-    --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d
+opencv-python-headless==5.0.0.93 \
+    --hash=sha256:030ca5e0837a2963ab36ef896baa9767eb8d2b83353fb28af5a521e40dd8756f \
+    --hash=sha256:09a872a157c1376ab922a69bbf22f9a95bcc7b658a9d8b436a60212b02b2eeb4 \
+    --hash=sha256:10818d91510e05c04568ae12b5cd120779c70c01bf897b001a6221fe430df80f \
+    --hash=sha256:1e55af3abfb462eeeabe5c775f12bdb36216d8a93a3583d69e6bd6e1d6ba7d00 \
+    --hash=sha256:829717b6a95554f273e49e357cee3b3a2a26b6f4842fbc1bed2b45bdd8f87e0e \
+    --hash=sha256:840bd717c21e5c11cadadc022a823315ea417f961213d06b4df010e019eb16f4 \
+    --hash=sha256:b82f9831daab90b725c7c1ee1b36cb5732c367096ac76d119e64e14eb70d5f3c \
+    --hash=sha256:c6bcd96b185975ea240d22cfdb15a1f6d080cc95264cfbe2621f21bb144d89b9 \
+    --hash=sha256:ed709fdf9aa0bd1f2ed8549e71d19449b03a675bb581eb292285f6861953be37
     # via easyocr
-openlineage-python==1.50.0 \
-    --hash=sha256:90edf51b3a42046c6d5aa663eed394a5853b2e0c2f9d3e9019df18014c5a20b2
+openlineage-python==1.52.0 \
+    --hash=sha256:e1bd73b3066021eecf69cc5c3571f6fd7e253768ea941f2c76f18969ea0ecb20
     # via feast (pyproject.toml)
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
     --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050
     # via docling
-opentelemetry-api==1.42.1 \
-    --hash=sha256:51a69edacadbc03a8950ace1c4c21099cacc538820ac2c9e36277e78cebba714 \
-    --hash=sha256:56c63bea9f77b62856be8c47600474acad853b2924b99b1687c4cb6297166716
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
     # via
+    #   mcp
     #   mlflow-skinny
     #   mlflow-tracing
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
-opentelemetry-proto==1.42.1 \
-    --hash=sha256:c6a51e6b4f05ae63565f3a113217f3d2bfaec68f78c02d7a6c85f9010d1cfca6 \
-    --hash=sha256:dedb74cba2886c59c7789b227a7a670613025a07489040050aedff6e5c0fb43c
-    # via
-    #   mlflow-skinny
-    #   mlflow-tracing
-opentelemetry-sdk==1.42.1 \
-    --hash=sha256:083cd4bbfaa5aa7b5a9e552430d9951219967cfb27aa61feb13a77aba1fc839d \
-    --hash=sha256:8c834e8f8c9ba4171d4ec843d0cb8a67e4c7394d3f9e9297e582cbd9456ddbf7
+opentelemetry-sdk==1.44.0 \
+    --hash=sha256:cebe7f65dc12f26ead75c6064de12fd2a9052e5060c0272d402cfa203aae123b \
+    --hash=sha256:df081c4c6bcfdb1211e3e86140376792643128a25f8d72d1d27675936e7e96ad
     # via
     #   mlflow-skinny
     #   mlflow-tracing
-opentelemetry-semantic-conventions==0.63b1 \
-    --hash=sha256:3daf963611334b365e98a57438183eb012d3bfb40b2d931a9af613476b8701a9 \
-    --hash=sha256:dfe5ef4dee82586b746f522b818ceb298d00b3d59f660042bd79404bff8d0682
+opentelemetry-semantic-conventions==0.65b0 \
+    --hash=sha256:1cacde7b0ad306f84c5ef08c3dbe1bbaf20165bba6f8bff43b670e555a086bcb \
+    --hash=sha256:f9b2b81e9d5b64f11bc952075e7e9c7fb0aab075c7fd1c46d597f1b919852d60
     # via opentelemetry-sdk
-oracledb==4.0.1 \
-    --hash=sha256:032ca4f558b05f03fa1bef1b04e59ec350ae0b22e6d85c47f4ac62ae98315823 \
-    --hash=sha256:03afeda85bec3eca983ebf3ad9910d0f217d99300258366d287e015a041d6c13 \
-    --hash=sha256:08e84a6af1b6e5921dba088dd9fc0738927206eafe5ce9763c34195f87556849 \
-    --hash=sha256:0d3c6ed987df64b914ece0722692419fe494d07f15bb4d7715adeada4f914c3a \
-    --hash=sha256:0ece951553c106a0896c8e1690bcdf69d472761fa65fec9b8152cbce13ab8b81 \
-    --hash=sha256:10204432f0eea8707a79c75bdccb84071e43fd19c658cb3b34d1746b12c6e7fe \
-    --hash=sha256:20a10f903c8da59e9689a98bd68012f78fa19bed950ad9f19cd8f5b8b97e73a0 \
-    --hash=sha256:29ae0ff517a3241060eeee15a321b710c3f83a688cf2da7d5729adbe212e2b00 \
-    --hash=sha256:34bbea44423ed8b24093aa859ca7ee9b6e76ea490f9acdc5f6ff01aa1083e343 \
-    --hash=sha256:3b5ef1676a27b7e0a7ec55be27fd8f6d28d1601f5e8dfdae78705909f25b7c0a \
-    --hash=sha256:416b324cd7715073cf5f3d577330387ffd59741463995c25bdc2d82b3e80b88e \
-    --hash=sha256:443b2f03461e873ccd73dff3d8541fcf974c05e13e296a6687ffbb0c4a72c0a1 \
-    --hash=sha256:4b42725337f80d433a3bd2928c08667e5b89da9ce05cf9ae3a4189c4fc4805ea \
-    --hash=sha256:523b3356cde9d588ba250cefafdfc34869233d65c179f805ea6e4d3d6b209a7f \
-    --hash=sha256:5332a4499d61c3cd659ed09bbd0d3c9a4c74a70bd51136d5c3de9127dc6d7434 \
-    --hash=sha256:5646c126d4ab506ee2bda261e792f0036231ee929296057e79857ec678d86d4f \
-    --hash=sha256:7156ef112a901967b3ee89b6c582bafc5a3082c47ca566de1a79e9ac3b48da32 \
-    --hash=sha256:73ba32597fe1da72e0824aaa4b1900ec08a3b77268cb4eb45c733ae7e7043e70 \
-    --hash=sha256:7bbe5611f9196f0ec15d4bf838ec728d89586a962a20d65cad898aec020e11c4 \
-    --hash=sha256:7db5a43c29a23ed23923a29816c65c7a81fe00f2abfe6bf36d83ad952abd9b89 \
-    --hash=sha256:8159c5bd8f25b0ca0ce30f21e7a732a2bdfb4adb81b9c8ea1ca75339d8ec8398 \
-    --hash=sha256:828dd4c981b286f0467feab1c035fae8d3888cfdc707706841734821877ae1f3 \
-    --hash=sha256:86a06d0afb3bb3a24bace0e72fb9abca2093efe0fa3457c65c13ba4eb5000b0b \
-    --hash=sha256:86ac65cbc8d29626b1d9d203f9151566c26a78e55bdfc030c06169ae8017f458 \
-    --hash=sha256:873fcca53306e2b3b445a7d657cddc19e415a7aa7e392c473dfd1a3ae3970989 \
-    --hash=sha256:8e13ff1e6f28fdb863180d23fa94cb42c619c29d2981e24992431e51b97caa54 \
-    --hash=sha256:8fcad6d9628923281bf21e48a391ac2f87ec6950dc63381d8fea470e3128aef0 \
-    --hash=sha256:90586b3c7729b9cf3d40df902e81257f01e15e3408d8b6b9dbf91e939b64f72c \
-    --hash=sha256:9f521b3f3f14fa9b8e748aeb79b064ae6767fcb0e8ff969a9aba7a852f059658 \
-    --hash=sha256:a029dcee759bca56a8c95e952040c3d3f57e5ec05965355293b21930a66967fb \
-    --hash=sha256:ae894ca2705929eb0ac228329336fd03388ad6e3b54002be6f5d4400a8feaf52 \
-    --hash=sha256:b05bfadbfe462c39cc97258a973972f5bbbc9f8e2e9a4c2e0efcb1ec86b91088 \
-    --hash=sha256:b09eec35681d72c9476e6d715b89bb775724a31e7363df6beba7470494ea8040 \
-    --hash=sha256:b73820521eccd290506af94e1ffb9a8a5941b4018e3861df9b040652a7cef123 \
-    --hash=sha256:c05a01d6ad610a88c2aa1a43b1dc0a8485f5fbd4374d2b36908859d4205de192 \
-    --hash=sha256:c24b174aac8163065736072a726a50091791f6d30ac5c44965cf7044e86fbaf8 \
-    --hash=sha256:c2d394453f669858bec942ff0da18b6ebade296ece823d582ad2b464ed5c6c90 \
-    --hash=sha256:cb7727f93ff962ab826bc3d0bca4b0e5bf45ecb7c525551c70c9e094f0f27027 \
-    --hash=sha256:ce3f25552fe58df5c266874f8b13f0a8ab7fcd09ab4b476bc15520a67527ca4b \
-    --hash=sha256:ce6319ee01dcbb4d74f0e2a5794c6a566f339958ecac9830c67c7070521620e2 \
-    --hash=sha256:cf61e42b9ef723dbdd0b23032b695e872009ed7341003df59d9a97cd960df977 \
-    --hash=sha256:d132af7d95474d207632363575c7968b09e2d33dd24af3a36f539254433f4ae8 \
-    --hash=sha256:d7cd278d59780e22e0a7451d208460756d779dc62b55bdbd95652f9640fbf8c3 \
-    --hash=sha256:dbe8b44fea57385617838f2acfce8cc19f6c95cd9e65e7235e86b5932af1acd9 \
-    --hash=sha256:e36581bb10e719d928dad12018c2d42606db2c34f49d6665b06f701f049255f0 \
-    --hash=sha256:e3d54b624748cfe42248c4bc62c3f788632a2077058485a9acb3150312b1c396 \
-    --hash=sha256:e4926e699a42c526137724960fa4303ecb0b542186b11d3705ac84414a896508
+oracledb==4.0.2 \
+    --hash=sha256:0101b88c15ae628af556506840ae876e12bdb75506ef342e4990ac1758bad1eb \
+    --hash=sha256:04fd67692b3cdea2ac7135e6f87c82ce9035f3caa0891a26710a4c654f1e375e \
+    --hash=sha256:087fdf5bc36b03dc3c55f7abc944a163ba8edc9c802bc8baf91698a52041ee13 \
+    --hash=sha256:0a0be8111db80bb697ec66a34688a6985589e3f72789afe28e3b162b2c4cdd2b \
+    --hash=sha256:0a380ab72853487ea2764c5df772f35026b4219868fc3eba68e193c9aea230ac \
+    --hash=sha256:14124b5e8e4ba087f105ee389ee43e407840220a0ba2504de68eed903f51a711 \
+    --hash=sha256:1b89c02670bafc9b1fcc0d15175f097bdc1968bc36ee4d66aa63aee09bfbbe30 \
+    --hash=sha256:1d8933cfb94d9e947cb88dfc87bb2696120b388b89db14394133990585277fb3 \
+    --hash=sha256:33bcb765bf97056764c38481dc1dd959e4b61f3a240baacc645d7f06038ce225 \
+    --hash=sha256:36e72ffaaf589041dac72ddf589d694c0a9ac4576662a04628966d4ea089d6ea \
+    --hash=sha256:3bde3d507d8f50faa9480e99222fe5fa04dc0db2cb8b57746092022ac69ae93d \
+    --hash=sha256:41bb34ba8fe76019a958f6d0beba2baf9169ede0bf94e1a22f05f3ca7676f8d7 \
+    --hash=sha256:543a7398ebd778d40a839b76a331afa93f506ac143691a6de59ee31ae2e1c4aa \
+    --hash=sha256:567c093138d32f06512572de5b5d52459bea82b4e47098e9d668dae759965ccb \
+    --hash=sha256:579f2c568433523a990cde5bea73c980d144754dc54d3ab2cd37efd670dc31d6 \
+    --hash=sha256:58e71a3c1e294a99e39b086adf42074d48287548bf8edfa720c9507106186bbb \
+    --hash=sha256:5c1f13ba535d9f0fc61e1987720988612cf9424667d491fc344ba681f3336a17 \
+    --hash=sha256:5fe6e07ed29f84a6656e0580b4e662109d3bb90fc13d8f98ae3a56a67c75b80e \
+    --hash=sha256:60cd8a6045674ab481ff33b0bed448f656e7d9abd7fc88c8f349abda5351aad7 \
+    --hash=sha256:60f4a4847024f42e8b3be3c7d2597d682ef24f9342b5ebf1695a1bef2aa5be96 \
+    --hash=sha256:6444be4991f33754cd98f624cecef3eb98db3e87f8ac14e9b65bd3591c9dd252 \
+    --hash=sha256:6c8f3e34a077d7d2d39aa25c28b1aa53fd4fd6aa2437e4d48d9f18b2b28b95e4 \
+    --hash=sha256:6d4effb098af3dbcc1fcf785b304523afee1b9a311a8bd9c62bd3b4669198970 \
+    --hash=sha256:756db3529dc0f88251f9cbc349cc9c144af2424aae12c1ce24be2fbd9c1b1610 \
+    --hash=sha256:78d4a1cc1482b5927a9962c7766aeeae616a85eedbe49af8b797148ac1c1ac32 \
+    --hash=sha256:7d023f02f678937bcb6acce7c976569233d193e00c918d7e7b68580db1f68f45 \
+    --hash=sha256:864ad6a838e8d41031f117052ee2fac85453b6ecd483d1da6e8fd87701807e5e \
+    --hash=sha256:8a7a45fb1042f7258dfbd0b58044a6743c2e8112d0ef5ef9064e17a52968520f \
+    --hash=sha256:93b4d2cd17a93224711fadd28f77e956e5c6575cd923f24bfe0b1a2a581beb79 \
+    --hash=sha256:9d11723018b6aeae035f4e1feae4150b7cca1161023c2d68d957d7310fe0dd56 \
+    --hash=sha256:a1f46b01a089e0e0dd44c4ac4c5c79903760976346c74a698955c1fb76d68bf5 \
+    --hash=sha256:a45a13e33509db5bd3622a05cb2e4a6cb41d56d1bfd2a32caeacd26f4ce8b988 \
+    --hash=sha256:a814307ca8a6bf0649d8bf0a650a72f23030d9af052a2d4a481b94b6ab50d5a4 \
+    --hash=sha256:af4121112f0b68e8d61ce46a086c6aec8256fa2ca32d2e6467195a6c575c207b \
+    --hash=sha256:b14d52c09b3c7a8273b3640ba06675acec5000dab0356ef288587c46c30bbbb4 \
+    --hash=sha256:b4f2b51837248d4acfb323a64c48d89b62467b0f73d1211c99db9b80df0cdfbc \
+    --hash=sha256:b5d203426f0d191842b4cfd87c223163ccc57f7e7875ec7ed073f163de2229af \
+    --hash=sha256:b82d3d83bdc6246e53f8ad8b598d2508e9f5d983e352ce2e8a71a020200ba2d6 \
+    --hash=sha256:c193d2636f9c2e8549d24cc53947a8381c7b9488e0dae9cea5cf5bce30dc7313 \
+    --hash=sha256:cb70b231254ad82ff0639b8688e0e528100a984df65fcd7624bae88fb930e700 \
+    --hash=sha256:cbe3a75b463a334da9b3d76026062bcfb24ec563b7df291f700c9f7eefcbeefe \
+    --hash=sha256:d5a82a449d96fb89a93346d88128ad618526ffa290376d4b57fbcee1eedcd19f \
+    --hash=sha256:d8a83c120d8177f344bedf7698bc1af5f6fd031851031d3e20ced632286e3e84 \
+    --hash=sha256:db0d76199b6dffd721bda48dad4eeea6603942ce2e246f3b9301d85af6bda0ee \
+    --hash=sha256:f5ed684ab419603d53981e0f32b51da673e21a42d7dce1bf3f215a9301c7c108 \
+    --hash=sha256:f8ac435434193a1d88fcda6bfd9387c5562240d4f2e8de1f9ed20c64d5f0ff90 \
+    --hash=sha256:ff8a239de950acb600ab4fbe1b349fb085a75383bc9a163e50cab362293fc936
     # via ibis-framework
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
@@ -3518,9 +3566,9 @@ overrides==7.7.0 \
     --hash=sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a \
     --hash=sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49
     # via jupyter-server
-packaging==26.2 \
-    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
-    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
+    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
     # via
     #   accelerate
     #   build
@@ -3550,7 +3598,6 @@ packaging==26.2 \
     #   pytest
     #   ray
     #   scikit-image
-    #   skops
     #   snowflake-connector-python
     #   sphinx
     #   transformers
@@ -3781,9 +3828,9 @@ pip==26.1.2 \
     --hash=sha256:382ff9f685ee3bc25864f820aa50505825f10f5458ffff07e30a6d96e5715cab \
     --hash=sha256:f49cd134c61cf2fd75e0ce2676db03e4054504a5a4986d00f8299ae632dc4605
     # via pip-tools
-pip-tools==7.5.3 \
-    --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \
-    --hash=sha256:8fa364779ebc010cbfe17cb9de404457ac733e100840423f28f6955de7742d41
+pip-tools==7.6.0 \
+    --hash=sha256:4bd99155b6d8de358a214b0865e1a2855a453570c1a83d40f7b564870b8657be \
+    --hash=sha256:c1c59f7844df4866fa9542d3f50d1f44be537ac0027cb50b2563d6a992853981
     # via feast (pyproject.toml)
 platformdirs==3.11.0 \
     --hash=sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3 \
@@ -3811,19 +3858,15 @@ pre-commit==3.3.1 \
     --hash=sha256:218e9e3f7f7f3271ebc355a15598a4d3893ad9fc7b57fe446db75644543323b9 \
     --hash=sha256:733f78c9a056cdd169baa6cd4272d51ecfda95346ef8a89bf93712706021b907
     # via feast (pyproject.toml)
-prettytable==3.18.0 \
-    --hash=sha256:439217116152244369caf3d9f1caf2f9fe29b03bd79e88d2928c8e718c95d680 \
-    --hash=sha256:b3346e0e6f79180833aebaac088ae926340586cf6d7d991b9eb125b65f72313a
-    # via skops
 prometheus-client==0.24.1 \
     --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
     --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9
     # via
     #   feast (pyproject.toml)
     #   jupyter-server
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+prompt-toolkit==3.0.53 \
+    --hash=sha256:01c0891d7f9237d5e339f7d3e42cdae80b7534abb1c7c0e3352efba6231492f2 \
+    --hash=sha256:9ec8a0ad96d5c56148b3f914aa79c1564c3fde5d2e6b876e7bc327e353cf8fa6
     # via ipython
 propcache==0.5.2 \
     --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
@@ -3950,9 +3993,9 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
@@ -3986,7 +4029,6 @@ protobuf==6.33.6 \
     #   mlflow-skinny
     #   mlflow-tracing
     #   mypy-protobuf
-    #   opentelemetry-proto
     #   proto-plus
     #   pymilvus
     #   qdrant-client
@@ -4115,57 +4157,50 @@ py4j==0.10.9.9 \
     --hash=sha256:c7c26e4158defb37b0bb124933163641a2ff6e3a3913f7811b0ddbe07ed61533 \
     --hash=sha256:f694cad19efa5bd1dee4f3e5270eb406613c974394035e5bfc4ec1aba870b879
     # via pyspark
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==21.0.0 \
+    --hash=sha256:067c66ca29aaedae08218569a114e413b26e742171f526e828e1064fcdec13f4 \
+    --hash=sha256:072116f65604b822a7f22945a7a6e581cfa28e3454fdcc6939d4ff6090126623 \
+    --hash=sha256:0c4e75d13eb76295a49e0ea056eb18dbd87d81450bfeb8afa19a7e5a75ae2ad7 \
+    --hash=sha256:186aa00bca62139f75b7de8420f745f2af12941595bbbfa7ed3870ff63e25636 \
+    --hash=sha256:1e005378c4a2c6db3ada3ad4c217b381f6c886f0a80d6a316fe586b90f77efd7 \
+    --hash=sha256:203003786c9fd253ebcafa44b03c06983c9c8d06c3145e37f1b76a1f317aeae1 \
+    --hash=sha256:222c39e2c70113543982c6b34f3077962b44fca38c0bd9e68bb6781534425c10 \
+    --hash=sha256:26bfd95f6bff443ceae63c65dc7e048670b7e98bc892210acba7e4995d3d4b51 \
+    --hash=sha256:3a302f0e0963db37e0a24a70c56cf91a4faa0bca51c23812279ca2e23481fccd \
+    --hash=sha256:3a81486adc665c7eb1a2bde0224cfca6ceaba344a82a971ef059678417880eb8 \
+    --hash=sha256:3b4d97e297741796fead24867a8dabf86c87e4584ccc03167e4a811f50fdf74d \
+    --hash=sha256:40ebfcb54a4f11bcde86bc586cbd0272bac0d516cfa539c799c2453768477569 \
+    --hash=sha256:479ee41399fcddc46159a551705b89c05f11e8b8cb8e968f7fec64f62d91985e \
+    --hash=sha256:5051f2dccf0e283ff56335760cbc8622cf52264d67e359d5569541ac11b6d5bc \
+    --hash=sha256:555ca6935b2cbca2c0e932bedd853e9bc523098c39636de9ad4693b5b1df86d6 \
+    --hash=sha256:585e7224f21124dd57836b1530ac8f2df2afc43c861d7bf3d58a4870c42ae36c \
+    --hash=sha256:58c30a1729f82d201627c173d91bd431db88ea74dcaa3885855bc6203e433b82 \
+    --hash=sha256:6299449adf89df38537837487a4f8d3bd91ec94354fdd2a7d30bc11c48ef6e79 \
+    --hash=sha256:65f8e85f79031449ec8706b74504a316805217b35b6099155dd7e227eef0d4b6 \
+    --hash=sha256:689f448066781856237eca8d1975b98cace19b8dd2ab6145bf49475478bcaa10 \
+    --hash=sha256:69cbbdf0631396e9925e048cfa5bce4e8c3d3b41562bbd70c685a8eb53a91e61 \
+    --hash=sha256:731c7022587006b755d0bdb27626a1a3bb004bb56b11fb30d98b6c1b4718579d \
+    --hash=sha256:7be45519b830f7c24b21d630a31d48bcebfd5d4d7f9d3bdb49da9cdf6d764edb \
+    --hash=sha256:898afce396b80fdda05e3086b4256f8677c671f7b1d27a6976fa011d3fd0a86e \
+    --hash=sha256:8d58d8497814274d3d20214fbb24abcad2f7e351474357d552a8d53bce70c70e \
+    --hash=sha256:9b0b14b49ac10654332a805aedfc0147fb3469cbf8ea951b3d040dab12372594 \
+    --hash=sha256:9d9f8bcb4c3be7738add259738abdeddc363de1b80e3310e04067aa1ca596634 \
+    --hash=sha256:a7a102574faa3f421141a64c10216e078df467ab9576684d5cd696952546e2da \
+    --hash=sha256:a7f6524e3747e35f80744537c78e7302cd41deee8baa668d56d55f77d9c464b3 \
+    --hash=sha256:b6b27cf01e243871390474a211a7922bfbe3bda21e39bc9160daf0da3fe48876 \
+    --hash=sha256:b7ae0bbdc8c6674259b25bef5d2a1d6af5d39d7200c819cf99e07f7dfef1c51e \
+    --hash=sha256:bd04ec08f7f8bd113c55868bd3fc442a9db67c27af098c5f814a3091e71cc61a \
+    --hash=sha256:c077f48aab61738c237802836fc3844f85409a46015635198761b0d6a688f87b \
+    --hash=sha256:cdc4c17afda4dab2a9c0b79148a43a7f4e1094916b3e18d8975bfd6d6d52241f \
+    --hash=sha256:cf56ec8b0a5c8c9d7021d6fd754e688104f9ebebf1bf4449613c9531f5346a18 \
+    --hash=sha256:d2fe8e7f3ce329a71b7ddd7498b3cfac0eeb200c2789bd840234f0dc271a8efe \
+    --hash=sha256:dc56bc708f2d8ac71bd1dcb927e458c93cec10b98eb4120206a4091db7b67b99 \
+    --hash=sha256:e563271e2c5ff4d4a4cbeb2c83d5cf0d4938b891518e676025f7268c6fe5fe26 \
+    --hash=sha256:e72a8ec6b868e258a2cd2672d91f2860ad532d590ce94cdf7d5e7ec674ccf03d \
+    --hash=sha256:e99310a4ebd4479bcd1964dff9e14af33746300cb014aa4a3781738ac63baf4a \
+    --hash=sha256:f522e5709379d72fb3da7785aa489ff0bb87448a9dc5a75f45763a795a089ebd \
+    --hash=sha256:fc0d2f88b81dcf3ccf9a6ae17f89183762c8a94a5bdcfa09e05cfe413acf0503 \
+    --hash=sha256:fee33b0ca46f4c85443d6c450357101e47d53e6c3f008d658c27a2d020d44c79
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -4182,9 +4217,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -4293,6 +4328,7 @@ pydantic==2.13.4 \
     #   fastapi-mcp
     #   great-expectations
     #   mcp
+    #   mcp-types
     #   mlflow-skinny
     #   mlflow-tracing
     #   pydantic-settings
@@ -4427,7 +4463,6 @@ pydantic-settings==2.14.2 \
     #   docling
     #   docling-core
     #   fastapi-mcp
-    #   mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -4482,11 +4517,13 @@ pyjwt[crypto]==2.13.0 \
     #   msal
     #   singlestoredb
     #   snowflake-connector-python
-pylatexenc==2.10 \
-    --hash=sha256:3dd8fd84eb46dc30bee1e23eaab8d8fb5a7f507347b23e5f38ad9675c84f40d3
+pylatexenc==2.11 \
+    --hash=sha256:305a072a99ce736246049c9da05841b9d718c0f7ea8888f5f596cf15cb621053 \
+    --hash=sha256:e78e7391d6c104f1ed150e21cfaa58016cdb50aa54406a2eecb793649ffdfdd0
     # via docling
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymongo==4.17.0 \
     --hash=sha256:0ff6bd2f735ab5356541e3e57d5b7dbfbc3f2ee1ccb10b6b0f82d58af69d1d8e \
@@ -4561,65 +4598,50 @@ pymongo==4.17.0 \
     --hash=sha256:faf03e4c2aafd6de626dbd30ba246d369ae33f47f10629d1bbe40f72115027a6 \
     --hash=sha256:ff5aa3f1c7e3f08eb0e7a016c91ba468b1850ccfd63d9b1f12f56350f4974cef
     # via feast (pyproject.toml)
-pymssql==2.3.2 \
-    --hash=sha256:06883bc9bdb297ae9132d9371b5b1a3a223c8f93dd6a87d1c112c6a688f26d53 \
-    --hash=sha256:0768d90f96ae3267d7561d3bcfe94dd671d107489e870388b12570c3debbc552 \
-    --hash=sha256:0831c5c95aab0b9aba5142dc97e28f59c4130e1c34ffc13ecbfdd4d2fe45b8a0 \
-    --hash=sha256:08facd25a50a7279385d1ffcee9d6d83c4e361db1af38e14519a87d7b1cadb10 \
-    --hash=sha256:0a20a17db870fb0e446a6d6bf7664aaf84af7be58ab1fad025cafa4e092507a1 \
-    --hash=sha256:1037053e6c74d6fe14c428cc942968b4e4bf06854706a83fe8e822e475e3f107 \
-    --hash=sha256:148b7714fff5a5b7ce038e92b02dd9bf68fe442c181a3aae32148e7b13f6db95 \
-    --hash=sha256:18089641b687be1ebd0f64f0d1ff977478a397ffa1af372bdf10dbec29cf6d2e \
-    --hash=sha256:1afda7b7022eff9451bd83e3f64c450a1a8cdff4ba8b8e399866dcd2cb861a1e \
-    --hash=sha256:1bc33ed9af6d8ebea2d49144cd2317b7ae1105dd51dddfd46982c90c8f0cf6ab \
-    --hash=sha256:1c99dba4bf5b1ce10657e9e2885f18ba9179190251b63d1498e7d6d72e64f1ce \
-    --hash=sha256:1cdc2619e7b4192b8d6619fd52ba8a2eae18b38b376f8649fb8f0727c4e88ff9 \
-    --hash=sha256:22b1ce3a48f28ee7d06ebc9ed94276d0bf1c99051ee1df3d2377b74721bd62ef \
-    --hash=sha256:22fb0fdd3b889bc10abbe3aa2abe7a008b30a6367b9ba159412d185d7d8fda9d \
-    --hash=sha256:235c230e56d8c8c5f289e665c538f31d967fec302d05ad269dcd64fa9d6eb3b7 \
-    --hash=sha256:23f5e2e2bdba1cf7cecbac66dd07de7631a8efca5692efee18ff46ebc087b757 \
-    --hash=sha256:2568944db3888996e161b40ad06c1b9e0fbb6cfcb38279a3abb98ece7a8e1c4a \
-    --hash=sha256:26bdb7abd5f107b6be422635f03e2cecaa52a5f4c394a205014586abbff9e72a \
-    --hash=sha256:2a44a0898dacba4e25cac8778d0ed112e297883fe862204e447081888da78dc4 \
-    --hash=sha256:2f4093b95f1f3a1232687fc92f652aaf675eb423db8549c16d146b91ac2f0eba \
-    --hash=sha256:33ad813092f8fb8f74578c5b5e37c818c4ae130fd4047cb28f0b256f2f107367 \
-    --hash=sha256:3870085a49e5332bc67ecb24f217c586977d5352eb51598244fc7bc278eee3e1 \
-    --hash=sha256:41d09e1b2534229b288c37b88c1de3d964317af2c7eec58bfb97e01d679eba27 \
-    --hash=sha256:5904d78e61668ec89761d3ae01efd4b42b31d820f612929f449e93cd23ba3c54 \
-    --hash=sha256:6019d2939963112662288704f608f31634038bffcfd5cad1bc79cb167edb3cc1 \
-    --hash=sha256:72b6599963b6e066998c4b27b7bf207684c243b12b1e5dcc180b2af22802ae6c \
-    --hash=sha256:73fac766b448613d7ae26e6b304b2cb8a7ffebccaa373633bad3b3cbcc829935 \
-    --hash=sha256:793a93da1521fa66bf02b3b873065e22bf14bda5570e005ce3d5fae0776d7b92 \
-    --hash=sha256:79cdc3ed1da3129ba56232127db86279728c4328595e2532ed4d0da6379a5c72 \
-    --hash=sha256:82ed3dd560d3fb222d26ce3a7373f46dc3ad1d50b6e6417ef7399e87fa9aefe1 \
-    --hash=sha256:8cd806380d362d4cef2d925a6baee6a4b2b151a92cac2cab5c4bfabed4be4849 \
-    --hash=sha256:9361593a89c9162fc631baf648a87e2666373382d9d54aacfb19edab9ceb2007 \
-    --hash=sha256:97fbd8491ad3ece0adcb321acec6db48b8fe37bc74af4c91bb657d4d9347d634 \
-    --hash=sha256:9e3d6fada7fbe7a5f5fafc420673f777bab3f399c78fa44e29de6a8cbc36e515 \
-    --hash=sha256:a3f9e7eb813dfeab6d01bf6474049bb76b0521235159d3e969ec82df384eac49 \
-    --hash=sha256:aa08b6203b2b5ed5ce47f80d5c529459181300d7e0d0c1e84390a4d01d45e509 \
-    --hash=sha256:ab48de09864fa6f49c575ef569f6773981d0cd905ff7288b5b185f8079a5a21f \
-    --hash=sha256:ab912d1178d5977e421cf9c4d4071958b223cbe4a2b6dd64611d521aa6bb7187 \
-    --hash=sha256:ae02cc1594f0addd748bf5ac1ccc7a73c03846ada9c553663c381b242b586606 \
-    --hash=sha256:b0c2b11aca16617cacaf385fb94134e73ba0216a924f9b85778cc7e3d3713361 \
-    --hash=sha256:b14cc65369d1425f2fb517609113465a0f55f19a49648160f2d10be4cb43ff4d \
-    --hash=sha256:b156b15165f7a0bbb392a124d8e2d678145c93e5bfcfef3b637e4d87eadcc85b \
-    --hash=sha256:b16d5880f7028442d6c49c94801ce9bff3af8af0fbda7c6039febb936714aed5 \
-    --hash=sha256:b3eb201c402bcf4f5b9399df0bb20d522636d2e87d1c6957a0b6d772ee636c61 \
-    --hash=sha256:bac6f355c454f94b0e15a04b7841236e5c5c4ef44d2d1beed00a3ad7b50ccc53 \
-    --hash=sha256:c24ba6aedb9b5540b56f3e74bff92b687c6e90c00650823385729c7e55923cf5 \
-    --hash=sha256:cbe9058b6520be74463476ff2cdb17bbab5ff60b60b3ed7bd8bd2d086bdfd9bd \
-    --hash=sha256:cc13c2e0f1b8efc3a46941de9db768fa59937b5a54081ec0cb0ff0da17d1fff3 \
-    --hash=sha256:dd5fe7552edc81628e4242b4671f7bad5ff1ec790bae5c7615d989375620edac \
-    --hash=sha256:eb629b5fb0376fbf39d575cf1365e504b84877b19f9e8d53caa5228fed56894a \
-    --hash=sha256:ee8ee2c7c227c413ad9b88ddba1cb6a25e28c217ae73ecac1c7a6b8c29003604 \
-    --hash=sha256:ef0d29c705db552f9e75230f946b0ca9db0db903c5c9ee79ce8b88ad25ea9670 \
-    --hash=sha256:f1791f4627c42fe2d2833c884d036b0c5c8cf628f2cdfa3536191c217acf729e \
-    --hash=sha256:f282e701dca155b3e7f1644d7e3b60c201ca5f3be8045bce34042d3c737d63ee \
-    --hash=sha256:f2b1da4e68d618c7972e583ae19f386ae620258acb61564e8067c203f27cd769 \
-    --hash=sha256:f9737c06b13ca2012b9900185fa3af72a37941c532da2e6373dd7c9ab16abddf \
-    --hash=sha256:fb8a7b197aaf466a7577ca6690aa9d747081b653ab212d052d71f3cc10587c3b \
-    --hash=sha256:fdd774b26407babd0205ef85a098f90553e6b3da77a22322a1e7d2cb51f742c0
+pymssql==2.3.13 \
+    --hash=sha256:0a7e6431925572bc75fb47929ae8ca5b0aac26abfe8b98d4c08daf117b5657f1 \
+    --hash=sha256:0fddd24efe9d18bbf174fab7c6745b0927773718387f5517cf8082241f721a68 \
+    --hash=sha256:123c55ee41bc7a82c76db12e2eb189b50d0d7a11222b4f8789206d1cda3b33b9 \
+    --hash=sha256:1493f63d213607f708a5722aa230776ada726ccdb94097fab090a1717a2534e0 \
+    --hash=sha256:152be40c0d7f5e4b1323f7728b0a01f3ee0082190cfbadf84b2c2e930d57e00e \
+    --hash=sha256:16c5957a3c9e51a03276bfd76a22431e2bc4c565e2e95f2cbb3559312edda230 \
+    --hash=sha256:17942dc9474693ab2229a8a6013e5b9cb1312a5251207552141bb85fcce8c131 \
+    --hash=sha256:1c6d0b2d7961f159a07e4f0d8cc81f70ceab83f5e7fd1e832a2d069e1d67ee4e \
+    --hash=sha256:2137e904b1a65546be4ccb96730a391fcd5a85aab8a0632721feb5d7e39cfbce \
+    --hash=sha256:2b056eb175955f7fb715b60dc1c0c624969f4d24dbdcf804b41ab1e640a2b131 \
+    --hash=sha256:30918bb044242865c01838909777ef5e0f1b9ecd7f5882346aefa57f4414b29c \
+    --hash=sha256:319810b89aa64b99d9c5c01518752c813938df230496fa2c4c6dda0603f04c4c \
+    --hash=sha256:476f6f06b2ae5dfbfa0b169a6ecdd0d9ddfedb07f2d6dc97d2dd630ff2d6789a \
+    --hash=sha256:48631c7b9fd14a1bd5675c521b6082590bf700b7961c65638d237817b3fde735 \
+    --hash=sha256:4aa18944a121f996178e26cadc598abdbf73759f03dc3cd74263fdab1b28cd96 \
+    --hash=sha256:4b834c34e7600369eee7bc877948b53eb0fe6f3689f0888d005ae47dd53c0a66 \
+    --hash=sha256:4d87237500def5f743a52e415cd369d632907212154fcc7b4e13f264b4e30021 \
+    --hash=sha256:51e42c5defc3667f0803c7ade85db0e6f24b9a1c5a18fcdfa2d09c36bff9b065 \
+    --hash=sha256:5c045c0f1977a679cc30d5acd9da3f8aeb2dc6e744895b26444b4a2f20dad9a0 \
+    --hash=sha256:5c2e55b6513f9c5a2f58543233ed40baaa7f91c79e64a5f961ea3fc57a700b80 \
+    --hash=sha256:612ac062027d2118879f11a5986e9d9d82d07ca3545bb98c93200b68826ea687 \
+    --hash=sha256:6a6c0783d97f57133573a03aad3017917dbdf7831a65e0d84ccf2a85e183ca66 \
+    --hash=sha256:79c759db6e991eeae473b000c2e0a7fb8da799b2da469fe5a10d30916315e0b5 \
+    --hash=sha256:7d7037d2b5b907acc7906d0479924db2935a70c720450c41339146a4ada2b93d \
+    --hash=sha256:7f9b1d5aef2b5f47a7f9d9733caee4d66772681e8f798a0f5e4739a8bdab408c \
+    --hash=sha256:8d66ce0a249d2e3b57369048d71e1f00d08dfb90a758d134da0250ae7bc739c1 \
+    --hash=sha256:910404e0ec85c4cc7c633ec3df9b04a35f23bb74a844dd377a387026ae635e3a \
+    --hash=sha256:a930adda87bdd8351a5637cf73d6491936f34e525a5e513068a6eac742f69cdb \
+    --hash=sha256:aa5e07eff7e6e8bd4ba22c30e4cb8dd073e138cd272090603609a15cc5dbc75b \
+    --hash=sha256:b0af51904764811da0bfe4b057b1d72dee11a399ce9ed5770875162772740c8a \
+    --hash=sha256:c0ea72641cb0f8bce7ad8565dbdbda4a7437aa58bce045f2a3a788d71af2e4be \
+    --hash=sha256:c690f1869dadbf4201b7f51317fceff6e5d8f5175cec6a4a813e06b0dca2d6ed \
+    --hash=sha256:cf4f32b4a05b66f02cb7d55a0f3bcb0574a6f8cf0bee4bea6f7b104038364733 \
+    --hash=sha256:d663c908414a6a032f04d17628138b1782af916afc0df9fefac4751fa394c3ac \
+    --hash=sha256:d94da3a55545c5b6926cb4d1c6469396f0ae32ad5d6932c513f7a0bf569b4799 \
+    --hash=sha256:db77da1a3fc9b5b5c5400639d79d7658ba7ad620957100c5b025be608b562193 \
+    --hash=sha256:e053b443e842f9e1698fcb2b23a4bff1ff3d410894d880064e754ad823d541e5 \
+    --hash=sha256:e7c31f192da9d30f0e03ad99e548120a8740a675302e2f04fa8c929f7cbee771 \
+    --hash=sha256:eb3275985c23479e952d6462ae6c8b2b6993ab6b99a92805a9c17942cf3d5b3d \
+    --hash=sha256:f1897c1b767cc143e77d285123ae5fd4fa7379a1bfec5c515d38826caf084eb6 \
+    --hash=sha256:f5d995a80996235ed32102a93067ce6a7143cce3bfd4e5042bf600020fc08456 \
+    --hash=sha256:fc5482969c813b0a45ce51c41844ae5bfa8044ad5ef8b4820ef6de7d4545b7f2 \
+    --hash=sha256:ff5be7ab1d643dbce2ee3424d2ef9ae8e4146cf75bd20946bc7a6108e3ad1e47
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -4693,12 +4715,10 @@ pyodbc==5.3.0 \
     # via
     #   feast (pyproject.toml)
     #   ibis-framework
-pyopenssl==26.2.0 \
-    --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \
-    --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+pyopenssl==26.3.0 \
+    --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
+    --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
+    # via snowflake-connector-python
 pyparsing==3.3.2 \
     --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
     --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
@@ -4814,8 +4834,8 @@ pyroaring==1.1.0 \
     --hash=sha256:fdf484d26016e0c016f23f2b635d2899daec034565fdcc062ed6b10f3b26a3f4 \
     --hash=sha256:fe0b9f0baf190663df37571cbb8a77370e7bd3a66068276d48f813c53ceba530
     # via pyiceberg
-pyspark==4.1.2 \
-    --hash=sha256:fa5d6159f700d0990a07f4f62df1b7449401dccee9cd7d5d6df8957530841602
+pyspark==4.2.0 \
+    --hash=sha256:5ad689d53570ee1674193fd4f9bda065f0db3be9363a27d2a3406cc457b70b61
     # via feast (pyproject.toml)
 pytest==7.4.4 \
     --hash=sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280 \
@@ -4868,146 +4888,132 @@ pytest-xdist==3.8.0 \
     --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \
     --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1
     # via feast (pyproject.toml)
-python-bidi==0.6.10 \
-    --hash=sha256:00e8f3504e63a7713bdc1367b3de46270ddc76551f1cf04510039d65a123fd53 \
-    --hash=sha256:038d29ba39a638a5aa904e3f86547f6f883ca16b3ea1db98fbc861e9644762fe \
-    --hash=sha256:0533a900b9b9fa94e1c906e8cdb15b579389ce3fa959af228a12e8527aaba8cc \
-    --hash=sha256:0675bdaceac9e2bd8ea99729d064435d1d1502e1875b87ed72ad93a8da153ff0 \
-    --hash=sha256:07de0d6b998184233e8f753cbff5e828e0204b38daa3deaa458af6cb53c0960d \
-    --hash=sha256:099b82f05557c1588973cceab0ebd2535800990850b4cbf8eae57682ef746a16 \
-    --hash=sha256:099c3c29d813e263e999205ec9d59658c519c3bc51256e8ab3761ff3dc46a1b3 \
-    --hash=sha256:09c90aca4713ed86422acfbaf90d8c5c9f64cbae02e737e7f82f13cd2ff4f34c \
-    --hash=sha256:09d70ad127cbcb9cc5e90c4f2f427d998450374870f305345a8c23338a0bca55 \
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+    --hash=sha256:4d00757ef7bbbf14d8628f9bdb6b0e168d5e7b03fec20da3226624f11bffce89 \
+    --hash=sha256:51915502898c45e9cb36636e974aca068fc5cdb9f06b794f49abea5b12f02016 \
+    --hash=sha256:519eb90bedb04b5cbba0bfc8062984a5ba054a019d81ada34053dc67397d61cb \
+    --hash=sha256:539d99efe02f4981171ed57bbc085094ef780405ca14663550a56c6c3e265c34 \
+    --hash=sha256:555cdf9303c40bae1ab512ca427f1f0316a574bc0a48db22eec76ec0fd1213cf \
+    --hash=sha256:55f27bd2cdeca96f46448a741d393575fbedfc70e38e09dbb030ed98dba8cf2a \
+    --hash=sha256:55fa5b22cc8c220a6daf077570a8e29d3b607bd978bd3dbc04b445d01a17de57 \
+    --hash=sha256:565d819fddb2bbc58c42ca5c97d73da7567f181115011e8f04c76b9d08378dcd \
+    --hash=sha256:56807e0dde88d5ab96880c9d668bda7bca1df83cd30d20cbff5d6b6e6c1e9276 \
+    --hash=sha256:56dfa3c1c13cb89da39a4e8f2f9442e4291de01877511a13f830125d36e9ce5b \
+    --hash=sha256:56f27c1edfd15c12c9c348378ccd79166930d720cf316b1181a0a0ade2146253 \
+    --hash=sha256:57aa56b1eca5f63ebdd25fe8fad02eab7797fc45ad1efc5eed2a830e2bd2038d \
+    --hash=sha256:5dd49c11ae87ee6ced68594faa78b34a89a1a3c43647fa6157765f9726f9daf3 \
+    --hash=sha256:5f3e1743b2d43377c4da5d687a03430a27f5769e158a9f75a50b05e7e82f4d21 \
+    --hash=sha256:5f9ed312d445a691c0afec995ca4f726abe357d8da500e389f77fb874fa7ef76 \
+    --hash=sha256:60150bffbe43bfc1e356c0c2900ba643a02ce09c37bc0c553c4d83e5c3de63ad \
+    --hash=sha256:60d9bf6c60c022657637f64897e63dc3f5b1c07cb7f0e1ead6150aff5150c5ab \
+    --hash=sha256:619ee3fe03daec8d3ce12239f0c22455676a063b2bcde361caecd788fae5b8d5 \
+    --hash=sha256:62a6b700f3d7a2c4d52a5dccca765711a2414e734360b00365e155698a26e461 \
+    --hash=sha256:63d9dcc714d549a5118ebc93b7a7c903a0c1feec8e57f5fcacf98d984b76325b \
+    --hash=sha256:6623683fe39b9fbf508e3069f17e8e9cab26143f9d9f89c8a8f45424c052df4f \
+    --hash=sha256:68c3e570f2908ac39db0b269f5648e257fab5204344b9bf6dae80852ae4cbe1c \
+    --hash=sha256:69d1f4ee17644e8aeac93a7238ee2f28d79b0180815441eb511b77e6585aa971 \
+    --hash=sha256:6c92d1cad16f9ec2f2a3ae439a0bc3a8e4189ec227987bed03d5b4056d5eb9c5 \
+    --hash=sha256:6ca92a4e460f7e25e434a6d7982d94a4765ca242f527995da70abb5a32003b8a \
+    --hash=sha256:6d9ef69c108b31f38e1f281a55fdedad7774bc1e952a45c8c14a18e891eee397 \
+    --hash=sha256:6dc112e2239f69913273cbb0c050ca816b145b32037d4266c430159c5ddcdab2 \
+    --hash=sha256:721697187f4da67dafc26f63488f463fa35ff2de8668d959fda773cccdbef0eb \
+    --hash=sha256:73c38c604bfc01647c69ce38e5cf8b4206e2ede91ca3eb8e5d79b7409f17e0b3 \
+    --hash=sha256:74457b43db34f984252e915828b5d1a4042a771f44e853a5643506d01562eccb \
+    --hash=sha256:7738cfc7ee9fcdff3fef76b40007982ce7704010a51df307c4a51d378f5ff1ba \
+    --hash=sha256:777fb44a6f1e91d6adde36e815024c210b0208f35d00762880257b8fb04dc849 \
+    --hash=sha256:788c11c84b520ea973992cc95751d56b783ff5857df504c1347d99cacd2fcfe7 \
+    --hash=sha256:79df1099a08e53edb678236d4d76d8de4e3901bafc84ce1788b71f9b96547325 \
+    --hash=sha256:7c4dc0d1328321aeb08054be654e1d39f171d5aae8dca931c9332860f18f57d7 \
+    --hash=sha256:7cb34dd8d22ca1847653c0e1cbba8fd96de09c24b8c83b7805eab270c81e863a \
+    --hash=sha256:8013c1e6267a929be98d10c3a617171709c8226bd33c6180ec65e560c35b6df8 \
+    --hash=sha256:80cfe97e2d65981be877ae5bd2338c6919a7cc1171fc308c8b8c7c306ba6ffd8 \
+    --hash=sha256:83c780f7e4c3dd3f020db75dc425567981e65c6d5571b3c0372203d0df92c834 \
+    --hash=sha256:83ee87feb5eafc0442e1db0014dad20d52a2a7a140b6cddc8f7bc65918f0a7b4 \
+    --hash=sha256:879c3fba3e7511c7d01020449d970ca7d6a593f20cfc47c014d3d229a38930b2 \
+    --hash=sha256:8b6b7fce8f47578be9aebf5a0b6b2d6c157b4e97af7586ecf13bfca5d128deea \
+    --hash=sha256:8eb09af209cd660fa9689f6ce9e61e73c8afa4829ae61801deea7f6e32263800 \
+    --hash=sha256:8fbb6d222b50324fb9d49b6ff0f8566fa97b907a68c00e6622fcf34463104f4a \
+    --hash=sha256:9435acc52438c3c8f5142b9a17a622927618e80a32eed707343bc375cb51cebe \
+    --hash=sha256:946b7dbec4e64017680f1a66b3a8534659d889018ac83bd2abf958278e6f62b0 \
+    --hash=sha256:94f7f66bd7680d3f2085adaeea91c01b3281a79bb5041db1a51cbe8af36a9d88 \
+    --hash=sha256:959335cd3814cb767fb832c5c71cbc838ccd9231a812ef2cb43092a216a91d5b \
+    --hash=sha256:969ee7db3e169fcc0b2d2d094826e03cc5798dfd6b3571a340ea883672396cb1 \
+    --hash=sha256:9af2b5c26a3eb960699dff040535a86dc2c0f708087b2d63bcfd6452fe9d0664 \
+    --hash=sha256:9d18916c97855d68515ca2b3581948b6d864c304cd386210ab5aff5e0fb9be2c \
+    --hash=sha256:a1115f3f02eb836b39e0c986a6b9e92c4377a1e5a680409650b02ec6b1a795e6 \
+    --hash=sha256:a1b5ee069001bf7f4fff109598a9396caa96bb35e1b906b2c6d1bab9f9b2c4bd \
+    --hash=sha256:a4f4a0cd24c09df748bfdc207b089c00e7af19f3151063f4cd74ac658290186b \
+    --hash=sha256:a52f7ad9ef9091e81869e5d255e796755ccf542ade14dda17647cb7d7ffe1b9c \
+    --hash=sha256:a873e6f8ab28b5a56201d5cdb98f4c7d2ff88e636a58659c5ac271e287001658 \
+    --hash=sha256:a9aa2890661b238730e680ccd6eb06f4da625b2dbc1730052dae6f2d88957192 \
+    --hash=sha256:ab8af1cc29c3f400a0f781d50f8ab52a8c63adf2fcef16f14641cd97e06a80e0 \
+    --hash=sha256:acccb6d90e694684db2d314db2e2b0d3b8949bf1cfaec6d9808a8889f548add7 \
+    --hash=sha256:ad5d9b8e8a6c330208eba413db506de58f21dbf88a1f1d5d75ef5f9e0e714adf \
+    --hash=sha256:af7711cc6eeeadcb1aae877e0736a68e111c73a29562da6106c5e2fbb4dd83b2 \
+    --hash=sha256:b2c759e13ebb81edaac3041697328bb1ca8433b55281723879f6b54e74881240 \
+    --hash=sha256:b433840a924c8788f0abbda15d22c71dc636e2078d7d3ba39369cebe4bef74b8 \
+    --hash=sha256:bde89739a979d9eb3ac48c4882c8a42dd528a7708b0faa99b90b551588bd5f8d \
+    --hash=sha256:c17393753ddb77377f754ba2a88cacfe3056040a8a5dff8d43f9d5e51bbe1edc \
+    --hash=sha256:c26cd9d81f820159026b1c99905ca12bf13892e3f6a9303359fef42fe6f39e50 \
+    --hash=sha256:c6aca20472d7040bc1f0aadb510cb20d40b3d6caa4c8bf82d075ba2650a41652 \
+    --hash=sha256:c6b3c853f99172ef22e5a16c8114cf243e351c8e70f72a894164088c2c99d9cb \
+    --hash=sha256:caee7ee3662eab1411b44fef8571b87273cb5235061d7463ebd10e412ac07986 \
+    --hash=sha256:cd564b8c583eba2d230d02d0467fd840045f08856b6524555cfff7f32af63c72 \
+    --hash=sha256:ce2ef68dce82ae4067cf28910224d77b45eb2c2b3904db6eb670d1cddb8d0eb2 \
+    --hash=sha256:cf4e88a6fec81b7155a487cbbea7753a3d9a76dc4d391b4f8958b37227ef2c12 \
+    --hash=sha256:d14f2d400c75e07d1154299463a3d4d14aa5565b05088b2d9b314ccd9fd6dc3a \
+    --hash=sha256:d52ec8ccdc2fd5c61749d876a9d1eb0ea6543c1676722e1e3fb9d7800852131c \
+    --hash=sha256:d5695d87969fed5b3799b8a98848cb04fe2873fded46efe9f3f2f341efd1b829 \
+    --hash=sha256:d7291e13496cb74fc1b71f7f1e3628586afefa531102bb4fa7af9c2d543efc3c \
+    --hash=sha256:d73a821873c52635321196cfb8d3a231d7917ca284cf2bcd9422f6deb19db7ca \
+    --hash=sha256:da51a3a2940478219f19249fcf7cd45e8ddc197982be22efa43c4763e9d2eb57 \
+    --hash=sha256:dc69d594682fbedec7d0cc81cd4d5f14fb40b6b365587238fafb91509cfea020 \
+    --hash=sha256:dfbb9ba8343a60daf4ced67c11d551dafe9a3c94892c326e4c216fa2e6eca802 \
+    --hash=sha256:e142820537e08d567c2c017e26df05f88856a03f0f3948209cfcdc39617df363 \
+    --hash=sha256:e4ebc24ac38e50676f65daf7ba6c568789660cb60d6dcf2606d4310dba826721 \
+    --hash=sha256:e6c474618a7b6a50c10007f8a9edb50def6d98d297a07a34dc2fb82c344f2b8b \
+    --hash=sha256:f0ee4e80dd3b2a46868dcc73e00aa59f99c0e1de54a2ba783faf0fddba2ccce2 \
+    --hash=sha256:f237ebb570fd8bbe479b6967374d82b7f0b26f9452c276bdd5f793d83e7062bd \
+    --hash=sha256:f400a30573774a1e90c0d50d43c35d9c004afcf53de801bbfd259f84ea80f31c \
+    --hash=sha256:f563d20481f7d316adf605bb94d5b7182acecdbc4d431d60473e9b1d526d0210 \
+    --hash=sha256:f7a8429d0d65232e314b4f494825c1205abcc3039f42bf7da80424a15b731709 \
+    --hash=sha256:f8655ac559dcfce7179b150ebcc207982d4d60e67b3089b2032eed3a0a78c07a \
+    --hash=sha256:f99162d6c6c9522c46eb213f1bc932829c2602131676c92f081cb865b8ef6784 \
+    --hash=sha256:fa2848c3116d619870d114471fcd4a9f1aa43587a002111d7af1e6582f1b57e9 \
+    --hash=sha256:fc3b0a6e2460f68de9ab98f71e3098bb21bb984563417ad104dec7ab08ebcadc \
+    --hash=sha256:fccd1808bb427d6a6d34168461bef551faa93ce3dda489fcef9073bcd9b34a5e \
+    --hash=sha256:ff675d036823bff05a2e0f8cdb13f5414274ff517d13b0d57c15527015eb6acb
     # via easyocr
 python-dateutil==2.9.0 \
     --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \
@@ -5038,7 +5044,6 @@ python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
     # via
-    #   mlflow-skinny
     #   pydantic-settings
     #   pymilvus
     #   testcontainers
@@ -5059,9 +5064,9 @@ python-pptx==1.0.2 \
     --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \
     --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095
     # via docling
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   great-expectations
     #   pandas
@@ -5261,25 +5266,25 @@ qdrant-client==1.18.0 \
     --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \
     --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4
     # via feast (pyproject.toml)
-ray==2.55.1 \
-    --hash=sha256:0053fd5b400f7ac56263aa1bbd3d68fb79341b08b8dc697c88782d5aca7b3ed4 \
-    --hash=sha256:0ea2f670a7725833ad2333a8c46ab69865ad06c8e5de9f65695e0f8f35331cec \
-    --hash=sha256:137f9006eee28caab8260803cca314f37bbda3fc94fdfa31c770b5d019626ad8 \
-    --hash=sha256:1380e043eb57cde69b7e9199c6f2558ceeb8f0fc41c97d1d5e50ea042115f302 \
-    --hash=sha256:156ed3e72ad95b645d2006cd71a8dddbcc89b56bfc00027f6225adf78bd9cb74 \
-    --hash=sha256:263705f6bab29e7622a94f82da25fd7f9cead76cdf89a07aab28f79cdf8f9d95 \
-    --hash=sha256:26541f69bb55607ef8335baac75b2ed12ff2ce02d56313219b29eda003039221 \
-    --hash=sha256:2d5786661e192148719accc959def6cdcabd7a24cd9008005bf3d0e3c8cfd529 \
-    --hash=sha256:4e618d61e1b14b6fde9a586151f3fd9d435b0b85048b997bcaa7f4a533747b2b \
-    --hash=sha256:5e56d2e8f304cafe990c198a2b894f5b813de018998cd7212869201f6dc17cff \
-    --hash=sha256:86e618e9ad8c6a24331c788eb599cee9838a62d2e10dfca0227743be06cf551c \
-    --hash=sha256:9ad56704c8bd7e92130162f9c58e4ef473609515637673d5a36e761f95335206 \
-    --hash=sha256:b062045c64c2bce39a51661624f7292c7bbf30f2a9d878627aae31d46da5712d \
-    --hash=sha256:b415d590e062f248907e0fe42994943f11726b7178fcf4b1cf5546721fb1a5f8 \
-    --hash=sha256:baf2ec89df7838cabdef493ff9bdbec1e6a6452f8bc696ad0c1b8a6198721745 \
-    --hash=sha256:bb49fbbe53a1d931e1f92d17f9271338f0b738885f8f70b7f531aa33f019d8af \
-    --hash=sha256:d5382da181c03ee2f502ef46cf0ae4bbc30157b5bd9a67d7651f6a272528a85a \
-    --hash=sha256:f9844a9272ef2e6eb5771025866072cf4234cf4c7cc1a31e235b7de7111864be
+ray==2.56.1 \
+    --hash=sha256:44bc0000c5bfad85b2ff6e0ef91e95f901d1a2d2fdd72f94f08a046eb494cd61 \
+    --hash=sha256:49aa1f8aa1799a6b63adc8e4edd600b949b2bb648461abedcbcccd56c8ef0f82 \
+    --hash=sha256:4df45f33cc176b11c69191efdcfb4aceaeea22fecfa784f6485b6504ef8c8b26 \
+    --hash=sha256:58b8c037a9f2b7b7866439cb6fe19d452ba3961f2b62d0a247dc3adf2ca45265 \
+    --hash=sha256:5eebd776cd461edebc5874d2dfba3005147b6b45645d8a16a6549311c5efffea \
+    --hash=sha256:7005a13785c7478c3d183b6f1e7a344c069c4c4fb187707c4fc31ca8c84d8d9f \
+    --hash=sha256:76f6268a669c1d9910f1d7b73903de3ede9850ed94d3e28318d495559bd37d0e \
+    --hash=sha256:7fdc47de4e230f0db7c6c668a9e161f864dac548bd32230986e0b0c36e386eb5 \
+    --hash=sha256:8052573ee5ef8c4fdd7aeb6a257c80542e69c48f3f6d117101f95c970ffdc7e2 \
+    --hash=sha256:81f2db202cc31bc3f5c4acf9ef154d10f1f39ece602d9d2d3108875c49bf01c3 \
+    --hash=sha256:8fdd6b096215906cf1f9acdc7898c9d6140606f2d27245778b8385a9f19e6cb0 \
+    --hash=sha256:93dedab658334af81877b6ed840c4e5f85e2e0b1b3641b20eaaee37cad835cc6 \
+    --hash=sha256:ad87fa57c5c69c77edab14820226868842648de7181894dba4fb1e874a0ab27e \
+    --hash=sha256:ae91fe578fadea38c13a208a0fec27e1ced238ccdf5fff95ef3e30ac3071dec9 \
+    --hash=sha256:c102fb09e82c2e10828d5c21cfb744e27bca690b287c7d0a77d0d883c0c86907 \
+    --hash=sha256:e5d3173696831134c76bd09451dfe95c32d72c271253b0d6b09d2df9994aa660 \
+    --hash=sha256:e7003a47a42ef2ad33ec0b34dc5b6afb03f63fe59465e6f4c8f6d05492d9e4a6 \
+    --hash=sha256:ea372c7f95b14f1f76f0bdd2abc9602c56e88bc30699d2228f78133e7749b2f1
     # via feast (pyproject.toml)
 redis==7.4.1 \
     --hash=sha256:1a1df5067062cf7cbe677994e391f8ee0840f499d370f1a71266e0dd3aa9308e \
@@ -5292,121 +5297,121 @@ referencing==0.37.0 \
     #   jsonschema
     #   jsonschema-specifications
     #   jupyter-events
-regex==2026.5.9 \
-    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
-    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
-    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
-    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
-    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
-    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
-    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
-    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
-    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
-    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
-    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
-    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
-    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
-    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
-    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
-    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
-    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
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+    --hash=sha256:8cae6fd77a5b72dae505084b1a2ee0360139faf72fedbab667cd7cc65aae7a6a \
+    --hash=sha256:8d3469c91dd92ee41b7c95280edbd975ef1ba9195086686623a1c6e8935ce965 \
+    --hash=sha256:90c633e7e8d6bf4e992b8b36ce69e018f834b641dd6de8cea6d78c06ffa119c5 \
+    --hash=sha256:93db40c8de0815baab96a06e08a984bac71f989d13bab789e382158c5d426797 \
+    --hash=sha256:9724e6cb5e478cd7d8cabf027826178739cb18cf0e117d0e32814d479fa02276 \
+    --hash=sha256:98c6ac18480fcdb33f35439183f1d2e79760ab41930309c6d951cb1f8e46694c \
+    --hash=sha256:9a15e785f244f3e07847b984ce8773fc3da10a9f3c131cc49a4c5b4d672b4547 \
+    --hash=sha256:9b60d7814174f059e5de4ab98271cc5ba9259cfea55273a81544dceea32dc8d9 \
+    --hash=sha256:9be2a6647740dd3cca6acb24e87f03d7632cd280dbce9bbe40c26353a215a45d \
+    --hash=sha256:9c7472192ebfad53a6be7c4a8bfb2d64b81c0e93a1fc8c57e1dd0b638297b5d1 \
+    --hash=sha256:9dce8ec9695f531a1b8a6f314fd4b393adcccf2ea861db480cdf97a301d01a68 \
+    --hash=sha256:9e50d748a32da622f256e8d505867f5d3c43a837c6a9f0efb149655fadd1042a \
+    --hash=sha256:a81758ed242b861b72e778ba34d41366441a2e10b16b472784c88da2dea7e2dd \
+    --hash=sha256:ac777001cdfc28b72477d93c8564bb7583081ea8fb45cdca3d568e0a4f87183c \
+    --hash=sha256:b2b506b1788df5fecd270a10d5e70a95fe77b87ea2b370a318043f6f5f817ee6 \
+    --hash=sha256:b2ea4a3e8357be8849e833beeae757ac3c7a6b3fc055c03c808a53c91ad30d82 \
+    --hash=sha256:bf1516fe58fc104f39b2d1dbe2d5e27d0cd45c4be2e42ba6ee0cc763701ec3c7 \
+    --hash=sha256:c0d702548d89d572b2929879bc883bb7a4c4709efafe4512cadee56c55c9bd15 \
+    --hash=sha256:c10b82c2634df08dfb13b1f04e38fe310d086ee092f4f69c0c8da234251e556e \
+    --hash=sha256:c42572142ed0b9d5d261ba727157c426510da78e20828b66bbb855098b8a4e38 \
+    --hash=sha256:c4585c3e64b4f9e583b4d2683f18f5d5d872b3d71dcf24594b74ecc23602fa96 \
+    --hash=sha256:c639ea314df70a7b2811e8020448c75af8c9445f5a60f8a4ced81c306a9380c2 \
+    --hash=sha256:c670fe7be5b6020b76bc6e8d2196074657e1327595bca93a389e1a76ab130ad8 \
+    --hash=sha256:cc1b2440423a851fad781309dd87843868f4f66a6bcd1ddb9225cf4ec2c84732 \
+    --hash=sha256:cd3584591ea4429026cdb931b054342c2bcf189b44ff367f8d5c15bc092a2966 \
+    --hash=sha256:d15df07081d91b76ff20d43f94592ee110330152d617b730fdbe5ef9fb680053 \
+    --hash=sha256:d19662dbedbe783d323196312d38f5ba53cf56296378252171985da6899887d3 \
+    --hash=sha256:d24ecb4f5e009ea0bd275ee37ad9953b32005e2e5e60f8bbae16da0dbbf0d3a0 \
+    --hash=sha256:d446c6ac40bb6e05025ccee55b84d80fe9bf8e93010ffc4bb9484f13d498835f \
+    --hash=sha256:d51ffd3427640fa2da6ade574ceba932f210ad095f65fcc450a2b0a0d454868e \
+    --hash=sha256:d6ce43a0269d68cee79a7d1ade7def53c20f8f2a047b92d7b5d5bcc73ae88327 \
+    --hash=sha256:d721e53758b2cca74990185eb0671dd466d7a388a1a45d0c6f4c13cef41a68ac \
+    --hash=sha256:d7da47a0f248977f08e2cb659ff3c17ddc13a4d39b3a7baa0a81bf5b415430f6 \
+    --hash=sha256:db47b561c9afd884baa1f96f797c9ca369872c4b65912bc691cfa99e68340af2 \
+    --hash=sha256:dbe6493fbd27321b1d1f2dd4f5c7e5bd4d8b1d7cab7f32fd67db3d0b2ed8248a \
+    --hash=sha256:dbece16025afda5e3031af0c4059207e61dcf73ef13af844964f57f387d1c435 \
+    --hash=sha256:ddd67571c10869f65a5d7dde536d1e066e306cc90de57d7de4d5f34802428bb5 \
+    --hash=sha256:de9208bb427130c82a5dbfd104f92c8876fc9559278c880b3002755bbbe9c83d \
+    --hash=sha256:e30d40268a28d54ce0437031750497004c22602b8e3ab891f759b795a003b312 \
+    --hash=sha256:e8b0abe7d870f53ca5143895fef7d1041a0c831a140d3dc2c760dd7ba25d4a8b \
+    --hash=sha256:f035d9dc1d25eff9d361456572231c7d27b5ccd473ca7dc0adfce732bd006d40 \
+    --hash=sha256:f04b9f56b0e0614c0126be12c2c2d9f8850c1e57af302bd0a63bed379d4af974 \
+    --hash=sha256:f0fa4fa9c3632d708742baf2282f2055c11d888a790362670a403cbf48a2c404 \
+    --hash=sha256:f2e7f8e2ab6c2922be02c7ec45185aa5bd771e2e57b95455ee343a44d8130dff \
+    --hash=sha256:f8f6fa298bb4f7f58a33334406218ba74716e68feddf5e4e54cd5d8082705abf \
+    --hash=sha256:fbf300e2070bb35038660b3be1be4b91b0024edb41517e6996320b49b92b4175 \
+    --hash=sha256:fce7760bf283405b2c7999cab3da4e72f7deca6396013115e3f7a955db9760da \
+    --hash=sha256:fcee38cd8e5089d6d4f048ba1233b3ad76e5954f545382180889112ff5cb712d \
+    --hash=sha256:fe31f28c94402043161876a258a9c6f757cb485905c7614ce8d6cd40e6b7bdc1 \
+    --hash=sha256:ffd8893ccc1c2fce6e0d6ca402d716fe1b29db70c7132609a05955e31b2aa8f2
     # via
     #   feast (pyproject.toml)
     #   parsimonious
@@ -5455,9 +5460,9 @@ requests-toolbelt==1.0.0 \
     --hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \
     --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
     # via python-keycloak
-responses==0.26.1 \
-    --hash=sha256:2eb3218553cc8f79b57d257bac23af5e1bf381f5b9390b1767816f0843e01dc2 \
-    --hash=sha256:8aacc4586eb08fb2208ef64a9eb4258d9b0c6e6f4260845f2f018ab847495345
+responses==0.26.2 \
+    --hash=sha256:6fdfeabd58e5ec473b98dfe02e6d46d3173bd8dd573eff2ccccf1a05a5135364 \
+    --hash=sha256:9c9259b46a8349197edebf43cfa68a87e1a2802ef503ff8b2fecbabc0b45afd8
     # via moto
 rfc3339-validator==0.1.4 \
     --hash=sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b \
@@ -5619,29 +5624,29 @@ ruamel-yaml==0.17.17 \
     --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \
     --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f
     # via great-expectations
-ruff==0.15.18 \
-    --hash=sha256:01a754cd6a1b630d3f97e33eb452cf7a98040482318e870f8bc52a5a30e62657 \
-    --hash=sha256:02299e6e9fa5b297a3f6d5d10d7bcd655c925b028bb8b9d4588214549c6b9ec4 \
-    --hash=sha256:08d4c86a68f2c3ec2c9d56380a71fb4a4f65373055cbb8caabd645e9102f38d4 \
-    --hash=sha256:2186d9e940ae332ab293623a75b5f4fe49565f449954d50a72a046683aa6b809 \
-    --hash=sha256:2330215f1f393fa8733f55edce04fcf94c36a2c460fcde31f78cc84e4951e9b1 \
-    --hash=sha256:2698a964c70e8bf402dcb99c8810472d270d141e7aa8c4e13599fd52033a2f33 \
-    --hash=sha256:37e5108745c2c0705da916d7d4de533ddf547051ef45f62888c31bae73f66318 \
-    --hash=sha256:3fccc153a85417dcd976883160cacce486997b0a0058dd18f54b8aaaac7d1ce2 \
-    --hash=sha256:56949a6ce8b3abde54c0bcb22cebfe57e8771cadc84b407ae8b8eaf67ebdcd43 \
-    --hash=sha256:5a2c40a41a4cadbcf5897b548ab29dfe248b20c540961c0247d98a3973c70403 \
-    --hash=sha256:5c2abf140438032bc77b2284a6c9944ecd8a19e5f1c7b52b1b8e4a0a80d19a7a \
-    --hash=sha256:5f0480ce690cbb6c4db6e5d08f19fce98e10ba131a8b60c1bcdac42771e3ae2d \
-    --hash=sha256:6ba7a07e03a44dbf10bb086ee06705b173625014ec99f73a7e6836a5e5590a0c \
-    --hash=sha256:8b6850172348c8381b8b3084c5915a4393c2373b9b54cd5b5e1ea15812bc10df \
-    --hash=sha256:a6aa6a3d979e48ae617578183674bf264fbe7d0114a796a26bd678d67963c7ff \
-    --hash=sha256:a81beadbbff2c9c245561ae3f77b16709d87f35eec650d0501679239d3449b22 \
-    --hash=sha256:b2c9257fcbd4a3e5b977a1904e6facca016bafe2edc17df24db67cfaee03b4e4 \
-    --hash=sha256:dac80dc8d26b2257dbefabed62f5d255c3937b4ccb122da1fc634794fa3578b3
+ruff==0.16.0 \
+    --hash=sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17 \
+    --hash=sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d \
+    --hash=sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af \
+    --hash=sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09 \
+    --hash=sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522 \
+    --hash=sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472 \
+    --hash=sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0 \
+    --hash=sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b \
+    --hash=sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9 \
+    --hash=sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213 \
+    --hash=sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb \
+    --hash=sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed \
+    --hash=sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717 \
+    --hash=sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a \
+    --hash=sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81 \
+    --hash=sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982 \
+    --hash=sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e \
+    --hash=sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4
     # via feast (pyproject.toml)
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 safetensors[torch]==0.8.0 \
     --hash=sha256:040070828e36dc8e122178bbbd5830ff9e97920affb84cbe0f46442497bed358 \
@@ -5726,7 +5731,6 @@ scikit-learn==1.7.2 \
     #   feast (pyproject.toml)
     #   mlflow
     #   sentence-transformers
-    #   skops
 scipy==1.15.3 \
     --hash=sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477 \
     --hash=sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c \
@@ -5782,7 +5786,6 @@ scipy==1.15.3 \
     #   scikit-image
     #   scikit-learn
     #   sentence-transformers
-    #   skops
 scylla-driver==3.29.11 \
     --hash=sha256:0a93dd4af8995ac08335e581aca393a2bca64c3d4748ec359b9400797f2a7449 \
     --hash=sha256:17b19807a8690a4df2e52bb23327a746715e7076f5f28b45a6ce4556b2a00dd7 \
@@ -5828,9 +5831,9 @@ send2trash==2.1.0 \
     --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \
     --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459
     # via jupyter-server
-sentence-transformers==5.6.0 \
-    --hash=sha256:0e7164d051e416c1853ade7c274ff52af3f9da0f4be7f0b83d734c27699e1057 \
-    --hash=sha256:d2075b5e687a1611005e20ab04a6846994d51adfcf39610aed066af3c0c0b81f
+sentence-transformers==5.6.1 \
+    --hash=sha256:16af5d682ef66672b076d58599a23905800e850ec2bfb1865938306bf684ad72 \
+    --hash=sha256:cefbb17b6325a982a4732c8c49fb013375392687049d1de3d435c4b04060680b
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -5842,7 +5845,6 @@ setuptools==80.10.2 \
     #   pbr
     #   pip-tools
     #   pydata-google-auth
-    #   pymilvus
     #   singlestoredb
     #   torch
 shapely==2.1.2 \
@@ -5927,10 +5929,6 @@ six==1.17.0 \
     #   python-dateutil
     #   rfc3339-validator
     #   thriftpy2
-skops==0.14.0 \
-    --hash=sha256:60a5db78a9db46ccee2139a0ba13ab5afb1c96f4749b382e75a371291bbe3e36 \
-    --hash=sha256:6c8c0e047f691a3a582c3258943eecafcbfd79c8c7eef66260f3703e363254f0
-    # via mlflow
 smmap==5.0.3 \
     --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \
     --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
@@ -5946,41 +5944,41 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
     --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
     # via snowflake-connector-python
-soupsieve==2.8.4 \
-    --hash=sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e \
-    --hash=sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65
+soupsieve==2.9.1 \
+    --hash=sha256:4f4477399246b7a0c720a88ca2454b11cd6bb9ae4c9d170140786e916776c14c \
+    --hash=sha256:c33e6605bbc71dd628b00c632d58ae607c22bade247e52553928f83bbb75b4ba
     # via beautifulsoup4
 sphinx==6.2.1 \
     --hash=sha256:6d56a34697bb749ffa0152feafc4b19836c755d90a7c59b72bc7dfd371b9cc6b \
@@ -6073,35 +6071,35 @@ sqlalchemy[mypy]==2.0.51 \
     #   feast (pyproject.toml)
     #   alembic
     #   mlflow
-sqlglot[rs]==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot[rs]==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via
     #   feast (pyproject.toml)
     #   ibis-framework
     #   sqlglotc
-sqlglotc==30.11.0 \
-    --hash=sha256:20e662593a96c0086edc46b336bc772d213901fd09add99a3326661793ba7018 \
-    --hash=sha256:2f4bcc7b76634171edccc13aabba9c1bea51f97caf2187daacbe433004058dc3 \
-    --hash=sha256:2f6741bff8c92777ecdd05f97d5dcd61614c05b1a01dbf7b10198dfd176060d6 \
-    --hash=sha256:349e6b1e79baefebeda9ea457bb06a8f348aaacf0fc39c2f4b6a54ddef19cbb4 \
-    --hash=sha256:3fb6b4aa751485d5415539762ff16668978436eff946de51985d811c23aba1d4 \
-    --hash=sha256:44eb032a8ebd50bd7d835024f5f50363e1720fbbed1710bca8160f26ebeab59b \
-    --hash=sha256:5c36388963d82aacb4287c7859cc40a08c15fa0dfaf0ad055679b53ba602016b \
-    --hash=sha256:64f0a3d05a92aef5911a2aed058af3195ea08a11a68b3d7befe6dd04d3c2aa66 \
-    --hash=sha256:6ce71f4d31459df966f3752848f397e254ff5d4e2772594e539e23cff0f2bbc8 \
-    --hash=sha256:742c108c8089d39280c229eb7a57838fc907f3b01620de948502b2f3211cf301 \
-    --hash=sha256:76734c1684663fa2899a990446562c635c7057cc431bc1c79920e26423727488 \
-    --hash=sha256:8c6ed84d557772880a082ef29d18b0c2cfee2d177e6528b30df2b7eaf6adb585 \
-    --hash=sha256:9c1cdfc5544cc4e23d31b966f007cc2be16e697cef86b97cba2ffd246f344256 \
-    --hash=sha256:a2cbeec4ec4591268585e5ad5f55fbee30ccd68227b5d2f77d483cdd63b65963 \
-    --hash=sha256:a357a6bf6321796c8506520340feb5052bf76c658a2455aabbbdd7d85c8fd5da \
-    --hash=sha256:ba16b178d2ad9ab1eac38fb1415434abecaf342d3a487c3128649fe8c0d1e500 \
-    --hash=sha256:ba3a0f215ba81c276759a4e6331f8af1948d803d38c3f5ed684119c5d6f1d82a \
-    --hash=sha256:d49533b4a851f3603ecba9a724c32f227bca90cc0034b8a3ad66acdbde759a90 \
-    --hash=sha256:d5759b32f0492f5196f7611f9f5233ff636e91441d9b5cd2309c939cd532f11c \
-    --hash=sha256:eedab4e58c2baa2bf6b9864505aaf7bdbde92c0370854dfdbce5a3cf72bc4be4 \
-    --hash=sha256:ff9d1917f5238e6d8261c79bc911726787220fa85805beca348a36d4aecc71f8
+sqlglotc==30.14.0 \
+    --hash=sha256:0337b982675e17f6dd9a1ed7d944fdef4f81a2aaff6a4494d50492aa18fb0b4e \
+    --hash=sha256:07ee5ed7f8b13cc8e918a31c328933c3f4fd155f5b4360bbbf305445b0f88e73 \
+    --hash=sha256:13441a60a212faef4c658b61394cb22b922bf80c1bb544a5397bed67d5549aeb \
+    --hash=sha256:13f24fa61b21bf21d6734fd9eeaffa8965dc70228b39994005488688bbc033bc \
+    --hash=sha256:13ffa7852e59a6b12e3dbd96686c594847bd6bf4b1a41f1cd8975b0f90e2a522 \
+    --hash=sha256:17951d2587cdfb39086e2b06e6d3bfb15628232a295580c6aecda881a4770824 \
+    --hash=sha256:20c01558912dfc4a06b8484459337efa6fe98f3e45602e213d888fde56f0410e \
+    --hash=sha256:331c600908846a4fee6ffbda0cd82e4b1550612503c761166010a3776334aaf0 \
+    --hash=sha256:47f7ab74779572fd51f616522ca597b034158150a7a312a3dbe907d103f5d908 \
+    --hash=sha256:49157e4dca20cdab9187dec83f51268d2e3c883ebc9b31afe5e5cf11954bd38e \
+    --hash=sha256:5410ff65f26b57e6a9d60f57dd46e8d7aa96b70d1faca562b3931a2b03eb4d56 \
+    --hash=sha256:68c259b9ef4ac630c6c04f4e6217f130f0856abe6146133226442e82e1b54ce4 \
+    --hash=sha256:745bd364e8a5032c4ead9dd843bfa00c5b35a1d816801de7cfb1eeab08f24b8d \
+    --hash=sha256:849520c4b9057408e9198f019791538d5bb77c648b3fc6410db1727acdac90ad \
+    --hash=sha256:968f446a8304e782d6778389de561cad9f984b89c3efea0474d8ec89ae17f02c \
+    --hash=sha256:9918233d827dcc2b1842a8fe3cbc8d915ab71d9ce0100b566e283edb53950867 \
+    --hash=sha256:acb7f577a8e060fb1cb1c9df1b1de1187fc7c53d54539cb6cdc16bd558adf2a5 \
+    --hash=sha256:b1f414c6a6a3c3b56b981e51f9fdd1b1cf95dee5de2592c4b4547803309a57d4 \
+    --hash=sha256:bc3c4ff8f268e2558aed03638ee002d2187cdf4faa15bf34b6f40558abe29e6e \
+    --hash=sha256:c9c9cf31aac1414ccde5e69849bf438b3c74ae763db00651bdf71955ebadc214 \
+    --hash=sha256:dfe8296ee3e505c4f3ae22aee4b0556e1263410e02f274ead0bdb723cd1c4147
     # via sqlglot
 sqlglotrs==0.13.0 \
     --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \
@@ -6122,9 +6120,9 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \
     --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e
     # via mlflow-skinny
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 stack-data==0.6.3 \
     --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
@@ -6137,7 +6135,6 @@ starlette==1.3.1 \
     #   feast (pyproject.toml)
     #   fastapi
     #   mcp
-    #   mlflow-skinny
     #   sse-starlette
 strictyaml==1.7.3 \
     --hash=sha256:22f854a5fcab42b5ddba8030a0e4be51ca89af0267961c8d6cfa86395586c407 \
@@ -6166,9 +6163,9 @@ terminado==0.18.1 \
     # via
     #   jupyter-server
     #   jupyter-server-terminals
-testcontainers==4.15.0rc4 \
-    --hash=sha256:42e26bf7b26b65ed9357b6c58217688519050326cb625c5f04ed09641ae613f1 \
-    --hash=sha256:bf1be1f33b7e20d1d515c10d0df03ddb23fe35a208cb25cef131d80f1799da2b
+testcontainers==4.15.0 \
+    --hash=sha256:085cde086337632e19002719460b7b80bbab2bdd51bb3ea04f77d0de96504706 \
+    --hash=sha256:8796c14e76604031ad39cf0ed3b8e9806283a1fbf5270965c2b1c594caa31b74
     # via feast (pyproject.toml)
 threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
@@ -6245,9 +6242,9 @@ tifffile==2025.5.10 \
     --hash=sha256:018335d34283aa3fd8c263bae5c3c2b661ebc45548fde31504016fcae7bf1103 \
     --hash=sha256:e37147123c0542d67bc37ba5cdd67e12ea6fbe6e86c52bee037a9eb6a064e5ad
     # via scikit-image
-timm==1.0.27 \
-    --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \
-    --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89
+timm==1.0.28 \
+    --hash=sha256:3789d313fdd5541a327b60180d70dbb4bdec73db8ff0655e413db3c3d134a9a4 \
+    --hash=sha256:e577b88da96b3a722ea5e2f042455ce6f715d398304d8e63b17d126ed7d89968
     # via feast (pyproject.toml)
 tinycss2==1.5.1 \
     --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661 \
@@ -6344,9 +6341,9 @@ tomli==2.4.1 \
     #   pytest
     #   pytest-env
     #   singlestoredb
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -6356,31 +6353,31 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-torch==2.12.1 \
-    --hash=sha256:107df6888624bdea41508f9aeb6149d9333c737a5530ceecb56c904e811369ae \
-    --hash=sha256:2af3d9cc866e0a15ae7635ff0a9c61d6624a353ad657f5bcd8d86c26cdc64693 \
-    --hash=sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d \
-    --hash=sha256:2de4e19b88a481482c6c75291f2d6a52eda3ce51f311b29aa9b68499c830c07c \
-    --hash=sha256:3867b861391701012adb2df93360efb88494dca245a185e3bb7624495cfe3f33 \
-    --hash=sha256:42cd7339bf266f14944710e8274be63e7e012bb937834a8d85a8327a9860eba6 \
-    --hash=sha256:649e4ced014ba646f76f8cb9c9726735a6323eb321b7919f942790a923f90921 \
-    --hash=sha256:6e29e7e74d05bda7d955c75e99459f878ebd970ef851b4057edbd3b34a5eb4a3 \
-    --hash=sha256:7973ccd3d2cd35c74449213f7bded199bec6c6247e705cbeda7407af79703d91 \
-    --hash=sha256:97eba061fcb042fed191400b15568990073d67eaacaa6ee9b7ca01dd8b790fe9 \
-    --hash=sha256:a513506cfda3c1c78dabeb6574c1597538c0254b3d39af174dde35d8177f4ce3 \
-    --hash=sha256:a7817f0f89a796d9de239d06f69faf5d7e19a6a5db6710a5ead777c912f9f50a \
-    --hash=sha256:c64ac4aac16be5e296dcd912305605804b203333c690bf98c55bc09494ee92ad \
-    --hash=sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650 \
-    --hash=sha256:d2dd0f2c5f7ccbddaf34cade0deaf476808368f902b9cdb7f36a2ab42301bc0e \
-    --hash=sha256:dd15595f8fc764cffde8c6361a3beb6ef69a028c851b1b3e70e077f615980d4e \
-    --hash=sha256:e86550597877fb272ddc52db2f85b82cb601ea7bd932576a0340152cae2200b3 \
-    --hash=sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece \
-    --hash=sha256:ec56e82be6a8b0c036771a77f7d32ad3c299770571af9815b3dafe61434389d5 \
-    --hash=sha256:ef81f503912effea2ce3d9b12a2e3a6ed488943e91271c90c7a829f60baf6aa2 \
-    --hash=sha256:f4afc8083dff08719edbea346644476e3cec0cf40ebe256be0ee5d5b7c7e8c0d \
-    --hash=sha256:f6dc4caf7eb4adb38a2d9f536b51db56310fdd1254e69a2d96767e1367c892b3 \
-    --hash=sha256:f92609e3b3ce72f25e2eb780d043ced2480c1a86c47c852604fc7a9108648386 \
-    --hash=sha256:fcb61ccd20784b62bdd78ec84238a5cfb383b4994902e03bac95505ab360884c
+torch==2.13.0 \
+    --hash=sha256:024c6cc0c1b085f2f91f20a3dc27b0471d021c31ce84b81be3afdc39f791fd9d \
+    --hash=sha256:092790c696a760c729fd5722835f50b9d81fd7c8f141571f3f3cf4081a8f664c \
+    --hash=sha256:0ab4b69f3ee03a62a002cfbf77b1ca5e88aceb4ea64cb4388bb28f638ddbb045 \
+    --hash=sha256:1e09d6a722504957c694faceca843acde562786df1144ebcc5a74075ec7f6005 \
+    --hash=sha256:2bd30b6b730d987fa386ce3898933762c5cb8cc82eb0535211d787cc3ce2dfeb \
+    --hash=sha256:2fe228aba290d14b9f31b049be550dbd469c3fd3013d7a19705b30454da97027 \
+    --hash=sha256:31061ff56ed8fbf26c749806905aeb749ebeb819810fd5d52508aa5afd90dddc \
+    --hash=sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09 \
+    --hash=sha256:49b58f1e2c52440abb6f17c28f0335fe6c6d01ad1a7f55b0183b81e4b34d64e6 \
+    --hash=sha256:49f1ea385c754e54919408a9bb3b5a72b0b755bbe2c916c1d6f70afbec4908a2 \
+    --hash=sha256:4f8573e3ce9ebcd53fe922f01077a6085ccdfbe5f12fd215883a9d87d7a744fd \
+    --hash=sha256:572df8be8ffb4599c88cbd6a0726f1f854f4da65d2e3c09f0e2c2283333cd6d4 \
+    --hash=sha256:60fcdcb2f3876e21146cb4524ef06397d727ca9ad5f020818547e25075fe3cb7 \
+    --hash=sha256:796633c4cdf0fe2cdced72d8f88f22e73dbcfce83132763162f6d4bff13b820b \
+    --hash=sha256:94f0de129916f77b8dc2c7a8eff644cfeddfe59e39c9f55e9f6e17543410281d \
+    --hash=sha256:a0d8b11f16a48d60e2015d8213aa0390744cbebb98e58b62b3514dddc656e330 \
+    --hash=sha256:a3893dc2da0a972a8ca5d698c85a9f967559ac5f8ee1797b77408aa8734d073c \
+    --hash=sha256:a3a9a21312872af8a26950b2c15680335a386a1f56ed03e780653d78b9607e9e \
+    --hash=sha256:a7de8a313090dc5c7d7ba4bfe5c3be222528f9a4dba1acc83bddb1157360c4b8 \
+    --hash=sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1 \
+    --hash=sha256:c78b7b4d04461855a764cf01bae9a462bb88bc93defcfa11235cbc8fdf3e12c4 \
+    --hash=sha256:cc26eead4cf51d0b544e31e364dcf000846549c273bd148936fe9d24d29acb92 \
+    --hash=sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c \
+    --hash=sha256:e76f9bcecc52b8ff711239a2f7547d5353df95878ab232f0773c1d95928b92f8
     # via
     #   feast (pyproject.toml)
     #   accelerate
@@ -6390,31 +6387,31 @@ torch==2.12.1 \
     #   sentence-transformers
     #   timm
     #   torchvision
-torchvision==0.27.1 \
-    --hash=sha256:08aa33bc8e062cca32aefa90ac714916c5a855cbe1ab4c6148fc0453eb40ca5a \
-    --hash=sha256:0b6e3aa98b7433506bbce1d0d05cb13ec787fc6eb8c5fbd998b26ce05f047543 \
-    --hash=sha256:12deaee20d0d9dec6302025d3f93354266befeb692f5c50bca0137b395598b9e \
-    --hash=sha256:18bc906235bfa901c135acd239f05b8c8ab90d502830cf1ef2cba3301e1f8a23 \
-    --hash=sha256:448abfc3baba984da4577f737209e445da6be93e3b5f4799d90162bf61e3f485 \
-    --hash=sha256:68ba63b48af92f06db995adb23d8411993dba1dee705a4e92411b83a00930b7f \
-    --hash=sha256:8abb6d5cacd56486ca2240e5580750e53ac559412e472ea6a3cee83231a77ca7 \
-    --hash=sha256:916448be4b19676677b0dbf47d08f68b7955ea0abec7fc79340c31e217a824ba \
-    --hash=sha256:9edfb5a549fc2f30ccadb24eca907901e92e426c91a59316be6703a9360e5098 \
-    --hash=sha256:9f5ef59ad60e695796eca6b64e97cb9b21b9d5463cac5ac0ef86cfb72b6e5db9 \
-    --hash=sha256:a1d6a123009af59ad288459f579f67a65cbe8f59372dc7b97e41bc01a6a9b767 \
-    --hash=sha256:a726707e4cbe438fcc507d787af7acf6bca52de30bf4b03579f1dfc0675da829 \
-    --hash=sha256:a9ea9a8abdd23466a5f1c09523cb27dc61e36c16fc7e5e88b337ca54f530b1ef \
-    --hash=sha256:aabe47970a00a3c0574360bfbd4ca3d6162a51f3fa1283a29cd528018dd13088 \
-    --hash=sha256:ab2f8047c2da5bf6742fec6da86840e5feaeb0cea76930d0536f3520df31e166 \
-    --hash=sha256:ad8743a9c12c8c124ad0a1491e54c3ca0c749e91e374e3d92136060b22c9e0f4 \
-    --hash=sha256:ae3d49e57c4abc8eafc1a1971f80fc4948a6268fa69340737ca4466936def080 \
-    --hash=sha256:b3e9bc71854fddbf94ddb69ed8d88983945f3f28f78ee104214b0088669af66a \
-    --hash=sha256:b44ef28ad1963f8cba5bf82f3564c454c74be300df9f79efa43f773312d17d6c \
-    --hash=sha256:c2fd9902f23b56b6ac667213171672fb6c89287ff011918b04af053852a2c4eb \
-    --hash=sha256:d0b00ae58379e6c936ce4816b1b8b94cefb1bd1c2a88eccbadfc993de7a430ca \
-    --hash=sha256:d11da1ce8a5cc7fc527f2d5e0fe25efba93687897fe9339382b593910b1d1c6e \
-    --hash=sha256:d60311a6d08df905f9656a3a312f0a8f55f0d46321bc737bad30a8dec9644309 \
-    --hash=sha256:f3b57a984283896f15c9698562418282f828332886c77315bf269936e6ba0280
+torchvision==0.28.0 \
+    --hash=sha256:028a3d481b37d785605620d7cdad897064c5a55bae2aa1f2658766333e291940 \
+    --hash=sha256:09ce8f56e81f19b9c378ae7bb109f83f6659fd8bc3cd14241a48e4af46e9ed49 \
+    --hash=sha256:2a1ef4b6f4bf5828b48cfad97372c8982db906830884b2868ba5c3df937a7d81 \
+    --hash=sha256:3557cc7b539f46dabcda2b6f2b14017ccbeef024de466d4fc5835fc3f287f769 \
+    --hash=sha256:36beb0782976906069ca03d4c9aacaf4b6b838b06ed6c20960ea9c51cce7acdd \
+    --hash=sha256:3bd9dba55224a9db4a2d77f6feaa5651770d8c8e86d3d0ddb0fa6bec54c8712b \
+    --hash=sha256:46f581979c010ad6da6bd85ee602aa707e1ff44312670223b7a0ee517ad06d47 \
+    --hash=sha256:546fd85345cf8652f6cd099d4f9884b0ca5c2f3fae78689a21dd2f35ea6b622f \
+    --hash=sha256:5a38bc6da3d72621be003400b66f66a2b4c6d644fde05f680c2cb7ca8cf8dd6c \
+    --hash=sha256:5cf78ebc401ce64ae19b8c55de866bb836797d559a4de9c25ccbe74cfa642d3a \
+    --hash=sha256:62c7d110f86a039245b587e4fae60278c649f3bd42ff79cfbc1178eca4e72542 \
+    --hash=sha256:6dfb0f45e2b4ceb4e76f158c3fbb5f44387099f3c466e3423a09ab665a194aba \
+    --hash=sha256:7e80f543b22503d9415e126db5f0ff3917036925e38560ee6b9ae38c571a4002 \
+    --hash=sha256:7e9dd6f60d6e15f8dc27d4f877fdb6002fc70d70272412135f1c2ff9cfa08d3b \
+    --hash=sha256:7fad44dc9582570c7d92c4487d36ac46998f40cc39b438e8b8f5111a935ce4e8 \
+    --hash=sha256:83fe6c020866a85acd7d97deccc45ff11d66daf42916d04396a4309c66c0ccb8 \
+    --hash=sha256:87dc16b2df427c1318ad335f1e2be2b3b15b2cf20f7934c83b0505a48425ee5d \
+    --hash=sha256:89f90e29b0966352811b12589f3a3c61943bf2bb9487b9d7bbec10efb1096bb5 \
+    --hash=sha256:904cf89af220f8c6b2ed0296bb5065b474ce43b77558e48b2bf9de8b0ba17204 \
+    --hash=sha256:9a45ea67235d965ef52187130d20002a4de20c54ea3d927a24286961d268dc37 \
+    --hash=sha256:ad7b3a439265cc3739a4ab5b4c998c0e38ea99c0ee7ca4dea35c5d0b099ec237 \
+    --hash=sha256:bb6dd6918460ed89cc7644adcc2402991474d6933cf1ce92b390641cb233fddf \
+    --hash=sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123 \
+    --hash=sha256:e9f54c30cd52e3ef7fd034cc69b7bb7e0964e1c8f8743e018ab92e95b40f9eee
     # via
     #   feast (pyproject.toml)
     #   docling-ibm-models
@@ -6438,9 +6435,9 @@ tornado==6.5.7 \
     #   jupyterlab
     #   notebook
     #   terminado
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via
     #   feast (pyproject.toml)
     #   datasets
@@ -6477,43 +6474,48 @@ transformers==4.57.6 \
     #   docling-core
     #   docling-ibm-models
     #   sentence-transformers
-tree-sitter==0.25.2 \
-    --hash=sha256:0628671f0de69bb279558ef6b640bcfc97864fe0026d840f872728a86cd6b6cd \
-    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
-    --hash=sha256:1799609636c0193e16c38f366bda5af15b1ce476df79ddaae7dd274df9e44266 \
-    --hash=sha256:20b570690f87f1da424cd690e51cc56728d21d63f4abd4b326d382a30353acc7 \
-    --hash=sha256:260586381b23be33b6191a07cea3d44ecbd6c01aa4c6b027a0439145fcbc3358 \
-    --hash=sha256:3e65ae456ad0d210ee71a89ee112ac7e72e6c2e5aac1b95846ecc7afa68a194c \
-    --hash=sha256:44488e0e78146f87baaa009736886516779253d6d6bac3ef636ede72bc6a8234 \
-    --hash=sha256:463c032bd02052d934daa5f45d183e0521ceb783c2548501cf034b0beba92c9b \
-    --hash=sha256:4973b718fcadfb04e59e746abfbb0288694159c6aeecd2add59320c03368c721 \
-    --hash=sha256:49ee3c348caa459244ec437ccc7ff3831f35977d143f65311572b8ba0a5f265f \
-    --hash=sha256:56ac6602c7d09c2c507c55e58dc7026b8988e0475bd0002f8a386cce5e8e8adc \
-    --hash=sha256:65d3c931013ea798b502782acab986bbf47ba2c452610ab0776cf4a8ef150fc0 \
-    --hash=sha256:6d0302550bbe4620a5dc7649517c4409d74ef18558276ce758419cf09e578897 \
-    --hash=sha256:72a510931c3c25f134aac2daf4eb4feca99ffe37a35896d7150e50ac3eee06c7 \
-    --hash=sha256:7712335855b2307a21ae86efe949c76be36c6068d76df34faa27ce9ee40ff444 \
-    --hash=sha256:7d2ee1acbacebe50ba0f85fff1bc05e65d877958f00880f49f9b2af38dce1af0 \
-    --hash=sha256:a0ec41b895da717bc218a42a3a7a0bfcfe9a213d7afaa4255353901e0e21f696 \
-    --hash=sha256:a925364eb7fbb9cdce55a9868f7525a1905af512a559303bd54ef468fd88cb37 \
-    --hash=sha256:b3d11a3a3ac89bb8a2543d75597f905a9926f9c806f40fcca8242922d1cc6ad5 \
-    --hash=sha256:b3f63a1796886249bd22c559a5944d64d05d43f2be72961624278eff0dcc5cb8 \
-    --hash=sha256:b43a9e4c89d4d0839de27cd4d6902d33396de700e9ff4c5ab7631f277a85ead9 \
-    --hash=sha256:b878e296e63661c8e124177cc3084b041ba3f5936b43076d57c487822426f614 \
-    --hash=sha256:b8ca72d841215b6573ed0655b3a5cd1133f9b69a6fa561aecad40dca9029d75b \
-    --hash=sha256:b8d4429954a3beb3e844e2872610d2a4800ba4eb42bb1990c6a4b1949b18459f \
-    --hash=sha256:bd88fbb0f6c3a0f28f0a68d72df88e9755cf5215bae146f5a1bdc8362b772053 \
-    --hash=sha256:bda059af9d621918efb813b22fb06b3fe00c3e94079c6143fcb2c565eb44cb87 \
-    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
-    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
-    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
-    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
-    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
-    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
-    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
-    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
-    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
-    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+tree-sitter==0.26.0 \
+    --hash=sha256:00289bfe7978f3e0dc0ce69813a20fa9f44ea4c100b3ec62043e5eb74ccfc3a2 \
+    --hash=sha256:0f8793fd18ad7eec276ed4b51c097b4bf2002b357259b66b0d75db1f3f41c754 \
+    --hash=sha256:10f0d4eb94aa7242dcb7f554bcd24dd7ba1c114f00d58759ba08c7a46c8ec51a \
+    --hash=sha256:17a1c5cfd3a05d5c7c86bf4282b6ef8092c91dc0a98390499669c3fedb7d1814 \
+    --hash=sha256:1d6fe0e8fb4df77b5ee816228e2c4475a63d8cc1d4d3a7ffd7097b2b87fc3e95 \
+    --hash=sha256:253df7ab82cc0a9d311cd65f06e9f99fb3eac55996ae9fc94da22f123a861b90 \
+    --hash=sha256:26c996c1edfee86e977bb3f5462e74fcec0d0b0db1e85a3c475875763caa03be \
+    --hash=sha256:2f941cea06128c1f74f8937a8e2a90c7db49cf4be6647cd9e07d92a306d91517 \
+    --hash=sha256:30a88be89ff1f2755297f81e8080d88b795dd98720c3f9fa2acf93873182cc95 \
+    --hash=sha256:335294ce0504fcefde5245dff596778ffaf820205b98ae0b549c72e48855f1d8 \
+    --hash=sha256:3f3c44339dd34fe8eb2b8d5aa7610660499a795f70376b130bbee7a437337280 \
+    --hash=sha256:514a9bf8993e5210e7970736aaf6020d1759b670e195ef17b1c48f586aa30736 \
+    --hash=sha256:526a165a2cb1d1f79e247d400f0e0acd8d49a817d6f312d543513af200b1f886 \
+    --hash=sha256:5a3c93a352b7e6f70f73e121bbfa2d0117ba7478bd51114ed35c91b0b78814fa \
+    --hash=sha256:5a6b333b0282d8bb0af741f9b018bd2523d4eecb2686bf6717066a625fecfaa4 \
+    --hash=sha256:5fc2f41bf246ff2f70a9cc3690be35ec7580a4923151873d898c8bcb1a4503d3 \
+    --hash=sha256:6189c6c340c7384357711e3d92645e96bfb79f7a502f86de1ebdb23eb43f7dab \
+    --hash=sha256:6cb2bd20efb2544c19ac54486ab7cb8ec7b36f913bbe1ce95df84acb96743d9c \
+    --hash=sha256:7075ef857ef86f327dbb72d1e2574dda78db5754b3a1fca6506acd7fe5d561a7 \
+    --hash=sha256:763627db05db34f12333081bd7422cc1c675893d373cc870b3e9249e200700e4 \
+    --hash=sha256:7bcbadfa614326debef581957d5c780a9d7f66065c13deea61aa21d1dd36263f \
+    --hash=sha256:823251c4b6725a7c03ed497a339135ede7ae4bdde75bb8be7ef5e305aeb4ff52 \
+    --hash=sha256:8ff2e0750b7daa722302838356d7b65e303829b7eb73c915df127ddba115e1d1 \
+    --hash=sha256:918d89529786873f0982a0f59c2a303cd065fbfd1b903d71a8e4e1584f67b42e \
+    --hash=sha256:93e220cab7e6a823efeb2046c49171427de92ef71c7c681c01820d14d8d3721f \
+    --hash=sha256:94550e13b6ae576969da40246f4c4abb206380b5375ad43f26dd9151d55438e3 \
+    --hash=sha256:a4033fecc8f606c7f2e8b8014d0057b74668a7f0152763606f7bc25c5f9ec64c \
+    --hash=sha256:b31a8195d2f224224c530ac814632d98c1dcc123d227442c07c736e86b70d564 \
+    --hash=sha256:b40c219edccc4564530c96f8f1556f6202b37cda964d1cbd7bd2b7e68b40a245 \
+    --hash=sha256:b8ea92a255c91671a7ec4625aba3ab7bb5220c423630ffbf83c45d7312abe084 \
+    --hash=sha256:bc6cb01d5ee75c85424aa1f1c72a82d8f07fd52539a0f3c4a6ed3e8721079b84 \
+    --hash=sha256:c56581ad256c4195a21bfe449fed5d44a02fe83a4a7d6e70e6ec302c881191c7 \
+    --hash=sha256:ca89e361a276dbc934b28a43dd881199e25d34ff5493ee0ce45f3c52a6124a37 \
+    --hash=sha256:dea4b4e27d49e9ec5b785d4f994da000e6726882fcc6ad05ec98478500c71aef \
+    --hash=sha256:e9e46b664887d8c1014f1fb33e09454bbdd9ec1fe29b7fd02dde7b46bc1bb81a \
+    --hash=sha256:ed0889dbed843ce45ede9f5169c0b2dea2222f12685844a03fadb81f12705867 \
+    --hash=sha256:f289be0225ba2ace8e87d6c9639b2bc9ff2b5271afb7c5d39282a4a00e248682 \
+    --hash=sha256:f665510f0fcf4636fb9696f1f7853bed7a3bd764b7bb0cb8494e619c14ed5a0c \
+    --hash=sha256:f9997ba61368c48ed54e715676afadf703947a1542464e39d047764fb3624b01 \
+    --hash=sha256:ff527388df14cb5009f9274faf78cc69a7393ae6acf3b04784b8acca249519c5 \
+    --hash=sha256:ff80d4833d330a73184a3ac5132abe93c575d2dea31975c6f15c0d21fef238aa
     # via docling-core
 tree-sitter-c==0.24.2 \
     --hash=sha256:1628584df0299b5a340aa63f8e67b6c97c91517f52fa7e7a4c557e40adb330a9 \
@@ -6558,13 +6560,19 @@ tree-sitter-typescript==0.23.2 \
     --hash=sha256:c7cc1b0ff5d91bac863b0e38b1578d5505e718156c9db577c8baea2557f66de8 \
     --hash=sha256:e96d36b85bcacdeb8ff5c2618d75593ef12ebaf1b4eace3477e2bdb2abb1752c
     # via docling-core
-trino==0.337.0 \
-    --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \
-    --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c
+trino==0.338.0 \
+    --hash=sha256:093952f8a53b6f47ab357b77cbe92f1d66453290f7d8bcc4b74bd662e5ff2704 \
+    --hash=sha256:1103d249cb96ba8f88f699588581965e2be088c16b9f8178e34cb64aa8a6c011
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
 typer==0.12.5 \
     --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \
@@ -6583,25 +6591,25 @@ types-protobuf==3.19.22 \
     # via
     #   feast (pyproject.toml)
     #   mypy-protobuf
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
 types-pyopenssl==24.1.0.20240722 \
     --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \
     --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54
     # via types-redis
-types-python-dateutil==2.9.0.20260518 \
-    --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \
-    --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8
+types-python-dateutil==2.9.0.20260716 \
+    --hash=sha256:1ae41d51a5c5f6bbeeb7f1f34df7086d55ff1605cf88d2ed71a7a276e1a7794e \
+    --hash=sha256:1d55d1c3024bdb4861bb6a6622c9ec800c433d87bdc5b16fb84cdd0eed4ef2cb
     # via feast (pyproject.toml)
-types-pytz==2026.2.0.20260518 \
-    --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \
-    --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16
+types-pytz==2026.3.1.20260727 \
+    --hash=sha256:42ac44e83645bfceb46597342c8fb8ec028a1407e2feae9c5c539986eab6b57a \
+    --hash=sha256:4364075b6867dd15b210bb8c1d29727d609917129b45600defe1d4b3eda5ecb9
     # via feast (pyproject.toml)
-types-pyyaml==6.0.12.20260518 \
-    --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \
-    --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466
+types-pyyaml==6.0.12.20260724 \
+    --hash=sha256:3c1ce1bb73cd5ec02e90390c2b1f00e810d241d8825fd73ff359696839271b6b \
+    --hash=sha256:d57db930a4b2efbc57cf430ec8882765d246929432fa253092f383902329a453
     # via feast (pyproject.toml)
 types-redis==4.6.0.20241004 \
     --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \
@@ -6611,9 +6619,9 @@ types-requests==2.30.0.0 \
     --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \
     --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31
     # via feast (pyproject.toml)
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via
     #   feast (pyproject.toml)
     #   types-cffi
@@ -6625,9 +6633,9 @@ types-urllib3==1.26.25.14 \
     --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \
     --hash=sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e
     # via types-requests
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiobotocore
     #   aiohttp
@@ -6645,16 +6653,18 @@ typing-extensions==4.15.0 \
     #   elasticsearch
     #   exceptiongroup
     #   fastapi
-    #   flask-cors
     #   graphene
     #   great-expectations
     #   grpcio
+    #   httpx2
     #   huggingface-hub
     #   ibis-framework
     #   ipython
     #   jupyter-client
+    #   jupyterlab
     #   jwcrypto
     #   mcp
+    #   mcp-types
     #   minio
     #   mistune
     #   mlflow-skinny
@@ -6691,16 +6701,16 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   arrow
     #   ibis-framework
     #   pandas
-tzlocal==5.4.3 \
-    --hash=sha256:24ce97bb58e2a973f7640ec2553ab4e6f6d5a0d0d1aa9dc43bca21d89e1feb82 \
-    --hash=sha256:3a8c9bc18cf47e1dcde252ea0e6a72a6cde320a400b6ac6db1f1f8cccd553c00
+tzlocal==5.4.4 \
+    --hash=sha256:8dbb8660838688a7b6ba4fed31d18dedf842afb4d47ca050d6d891c2c15f3be4 \
+    --hash=sha256:aae09f0126a8a86fa736be266eb4a471380d26a0de3bc14844e7821fee3e2a15
     # via
     #   great-expectations
     #   trino
@@ -6725,18 +6735,18 @@ urllib3==2.7.0 \
     #   requests
     #   responses
     #   testcontainers
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   mlflow-skinny
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -6904,12 +6914,10 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-wcwidth==0.8.1 \
-    --hash=sha256:f453740b1e4a4f3291faa37944c555d71056c4da08d59809b307ef4feba695c8 \
-    --hash=sha256:faf5b4a5366a72dc49cad48cdf21f52bdf63bdda995178e483ba247ff79089b9
-    # via
-    #   prettytable
-    #   prompt-toolkit
+wcwidth==0.8.2 \
+    --hash=sha256:91fbef97204b96a3d4d421609b80340b760cf33e26da123ff243d76b1fda8dda \
+    --hash=sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85
+    # via prompt-toolkit
 webcolors==25.10.0 \
     --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d \
     --hash=sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf
@@ -6926,75 +6934,122 @@ websocket-client==1.9.0 \
     # via
     #   jupyter-server
     #   kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
 werkzeug==3.1.8 \
     --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \
     --hash=sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44
     # via
     #   flask
-    #   flask-cors
     #   moto
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
@@ -7006,97 +7061,97 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366 \
     --hash=sha256:de8610639996f1567952d763a5a41af8af37f2575a41f9852a38f947eb82a3b9
     # via ipywidgets
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via
     #   aiobotocore
     #   deprecated
@@ -7109,300 +7164,300 @@ xmltodict==1.0.4 \
     --hash=sha256:6d94c9f834dd9e44514162799d344d815a3a4faec913717a9ecbfa5be1bb8e61 \
     --hash=sha256:a4a00d300b0e1c59fc2bfccb53d7b2e88c32f200df138a0dd2229f842497026a
     # via moto
-xxhash==3.7.0 \
-    --hash=sha256:01cf5c5333aed26cc8d5eea33b8d6398e085e365a704b7372fabdf7ab06441a9 \
-    --hash=sha256:030c0fd688fce3569fbb49a2feefd4110cbb0b650186fb4610759ecfac677548 \
-    --hash=sha256:03f8ff4474ee61c845758ce00711d7087a770d77efb36f7e74a6e867301000b8 \
-    --hash=sha256:040ea63668f9185b92bc74942df09c7e65703deed71431333678fc6e739a9955 \
-    --hash=sha256:05ece0fe4d9c9c2728912d1981ae1566cfc83a011571b24732cbf76e1fb70dca \
-    --hash=sha256:05fd1254268c59b5cb2a029dfc204275e9fc52de2913f1e53aa8d01442c96b4d \
-    --hash=sha256:073c23900a9fbf3d26616c17c830db28af9803677cd5b33aea3224d824111514 \
-    --hash=sha256:082c87bfdd2b9f457606c7a4a53457f4c4b48b0cdc48de0277f4349d79bb3d7a \
-    --hash=sha256:0c36f89ba026ccc6fde8f48479a2fd9fc450a736cc7c0d5650acfcff8636282e \
-    --hash=sha256:0c72fe9c7e3d6dfd7f1e21e224a877917fa09c465694ba4e06464b9511b65544 \
-    --hash=sha256:0d23fd49fdc5c8af61fb7104f1ad247954499140f6cb6045b3aa5c99dadbbf28 \
-    --hash=sha256:0ff71596bd79816975b3de7130ab1ff4541410285a3c084584eeb1c8239996fd \
-    --hash=sha256:1061bc6cec00adf75347b064ee62b220d66d9bc506acaad1418c79eec45a318c \
-    --hash=sha256:11dd69b1a34b7b9af29012f390825b0cdb0617c0966560e227ca74daa7478ba9 \
-    --hash=sha256:1295325c5a98d552333fa53dc2b026b0ef0ec9c8e73ca3a952990b4c7d65d459 \
-    --hash=sha256:12c249621af6d50a05d9f10af894b404157b15819878e18f75fcbb0213a77d07 \
-    --hash=sha256:12eca820a5d558633d423bf8bb78ce72a55394823f64089247f788a7e0ae691e \
-    --hash=sha256:13805f0461cba0a857924e70ff91ae6d52d2598f79a884e788db80532614a4a1 \
-    --hash=sha256:14bf7a54e43825ec131ee7fe3c60e142e7c2c1e676ad0f93fc893432d15414af \
-    --hash=sha256:151d7520838d4465461a0b7f4ae488b3b00de16183dd3214c1a6b14bf89d7fb6 \
-    --hash=sha256:153c3a4f73563101d4c8102cbff6a5b46f7aa9dbe374eedf1cd3b15fda750566 \
-    --hash=sha256:157c49475b34ecea8809e51123d9769a534e139d1247942f7a4bc67710bb2533 \
-    --hash=sha256:178959906cb1716a1ce08e0d69c82886c70a15a6f2790fc084fdd146ca30cd49 \
-    --hash=sha256:17f8ae90c8e00f225be4899c3023704f23ee6d5638a00c54d6cbe9980068e6f9 \
-    --hash=sha256:1910df4756a5ab58cfad8744fc2d0f23926e3efcc346ee76e87b974abab922f4 \
-    --hash=sha256:1ad86695c19b1d46fe106925db3c7a37f16be37669dcf58dcc70a9dd6e324676 \
-    --hash=sha256:1cc07c639e3a77ef1d32987464d3e408565b8a3be57b545d3542b191054d9923 \
-    --hash=sha256:1d398f372496152f1c6933a33566373f8d1b37b98b8c9d608fa6edc0976f23b2 \
-    --hash=sha256:2220af08163baf5fa36c2b8af079dc2cbe6e66ae061385267f9472362dfd53c6 \
-    --hash=sha256:24cc22070880cc57b830a65cde4e65fa884c6d9b28ae4803b5ee05911e7bafba \
-    --hash=sha256:2524a1e20d4c231d13b50f7cf39e44265b055669a64a7a4b9a2a44faa03f19b6 \
-    --hash=sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257 \
-    --hash=sha256:2d415f18becf6f153046ab6adc97da77e3643a0ee205dae61c4012604113a020 \
-    --hash=sha256:31ab1461c77a11461d703c88eb949e132a1c6515933cf675d97ec680f4bd18de \
-    --hash=sha256:31e3516a0f829d06ded4a2c0f3c7c5561993256bfa1c493975fb9dc7bfa828a1 \
-    --hash=sha256:322b2f0622230f526aeb1738149948a7ae357a9e2ceb1383c6fd1fdaecdafa16 \
-    --hash=sha256:3281ba1d1e60ee7a382a7b958513ba03c2c0d5fcbd9a6f7517c0a81251a23422 \
-    --hash=sha256:3409b50ddbc76377d938f40a7a4662cd449f743f2c6178fd6162b875bf9b0d4f \
-    --hash=sha256:347a93f2b4ce67ce61959665e32a7447c380f8347e55e100daa23766baacf0e5 \
-    --hash=sha256:3573a651d146912da9daa9e29e5fbc45994420daaa9ef1e2fa5823e1dc485513 \
-    --hash=sha256:363c139bf15e1ac5f136b981d3c077eb551299b1effede7f12faa010b8590a60 \
-    --hash=sha256:37d994d0ffe81ef087bb330d392caa809bb5853c77e22ea3f71db024a0543dba \
-    --hash=sha256:3afec3a336a2286601a437cb07562ab0227685e6fbb9ec17e8c18457ff348ecf \
-    --hash=sha256:3b6b3d28228af044ebcded71c4a3dd86e1dbd7e2f4645bf40f7b5da65bb5fb5a \
-    --hash=sha256:3bb5fd680c038fd5229e44e9c493782f90df9bef632fd0499d442374688ff70b \
-    --hash=sha256:3beb1de3b1e9694fcdd853e570ee64c631c7062435d2f8c69c1adf809bc086f0 \
-    --hash=sha256:3e1860f1e43d40e9d904cf22d93e587ea42e010ebce4160877e46bcab4bc232a \
-    --hash=sha256:418a463c3e6a590c0cdc890f8be19adb44a8c8acd175ca5b2a6de77e61d0b386 \
-    --hash=sha256:421da671f43a0189b57a4b8be694576308395f92f55ed3badcde67ab95acef81 \
-    --hash=sha256:43475925a766d01ca8cd9a857fd87f3d50406983c8506a4c07c4df12adcc867f \
-    --hash=sha256:44909f79fb7a4950ec7d96059398f46f634534cd95be9330a3827210af5aaebe \
-    --hash=sha256:44fba4a5f1d179b7ddc7b3dc40f56f9209046421679b57025d4d8821b376fd8d \
-    --hash=sha256:468f0fc114faaa4b36699f8e328bbc3bb11dc418ba94ac52c26dd736d4b6c637 \
-    --hash=sha256:48b542c347c2089f43dc5a6db31d2a6f3cdb04ee33505ec6e9f653834dbb0bde \
-    --hash=sha256:496736f86a9bedaf64b0dc70e3539d0766df01c71ea22032698e88f3f04a1ce9 \
-    --hash=sha256:49a88183a3e5ab0b69d9bbfc0180cbdb247e8bada19fd9403c538b3aa3c24176 \
-    --hash=sha256:49e556558eee5c8c9b2d5da03fd36cfa6c99cae95b3c3887ec64ee1a49ed517a \
-    --hash=sha256:4b6d6b33f141158692bd4eafbb96edbc5aa0dabdb593a962db01a91983d4f8fa \
-    --hash=sha256:4c2454448ce847c72635827bb75c15c5a3434b03ee1afd28cb6dc6fb2597d830 \
-    --hash=sha256:4e15cc9e2817f6481160f930c62842b3ff419e20e13072bcbab12230943092bc \
-    --hash=sha256:503722d52a615f2604f5e7611de7d43878df010dc0053094ef91cb9a9ac3d987 \
-    --hash=sha256:506a0b488f190f0a06769575e30caf71615c898ed93ab18b0dbcb6dec5c3713c \
-    --hash=sha256:50846b9b01f461ee0250d7a701a3d881e9c52ebce335d6e38e0224adc3369f50 \
-    --hash=sha256:50e879ebbac351c81565ca108db766d7832f5b8b6a5b14b8c0151f7190028e3d \
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+    --hash=sha256:36fc69160465ae75c6ec4ac9f781bb2aa16ae7ff869e73c26fee85fbb11b9887 \
+    --hash=sha256:37d5a56c36dcc0b9a87b814cd992598d33863ff683749de6c86081f278d5e629 \
+    --hash=sha256:38c887aedb696ef8bca19983206d270848558cfae4a91afa6a2fb05dde58ffc5 \
+    --hash=sha256:39c9d5b61508b0bb68f29e54546de0ed2a74943c6a18585535a7e37356f1dd12 \
+    --hash=sha256:3a800912a2e5e975d4128969d645c4a2a80aa886ccd6c9b1c6f44529e327e8cf \
+    --hash=sha256:3bc0fa90830df1e1277f33cc6e55de9990b83c0319fd8c7412866cfde38b025e \
+    --hash=sha256:3c0d84c5f2e086b120bae4e7f551cbda804c1deb10d958478bed4f89ba286dfe \
+    --hash=sha256:3c682fcd96eb4bf64be32a4d95f96107e1588005831bd8a741b324fdda01b913 \
+    --hash=sha256:402db908ea70eaf9800d9182a66596fc86f36655df8f63fdecf7c11da741d86f \
+    --hash=sha256:445e0f5a31f2f3546ae0895d4811e159518cdc9d824c11419898d40cfadb677e \
+    --hash=sha256:4482380b462ca9e59994d072a877ecadd1cf51102daeeab2db696f96ab763723 \
+    --hash=sha256:44c89d915a75c11d2547eaee9098fcd80398987c4bff2974a0497a925bf92c07 \
+    --hash=sha256:454d78e786602278a2a4383d08048482052f4f0c61fa677ca590af08914d9bca \
+    --hash=sha256:460261045936975193bfd20549a0de1cd52a33b405cbb972f0d80940c42266cd \
+    --hash=sha256:46b39976d008e2a845758650f0ff7136bca004f40da0c8798bd37ac37860154f \
+    --hash=sha256:498017fbf2d13a768b3110d084bde39f2bd8664c1de0b8084f8ccc84425b7c88 \
+    --hash=sha256:49aa8692507835dcc1e8ad8021f20c74c2dc13d83b5112e87877faa2a0035b20 \
+    --hash=sha256:4b512261801b1e5fde7b6ebf2fef7977339c620cbbca88a0040ad9ad134f4d02 \
+    --hash=sha256:4bec8b2c909bcfae9a0dc702346007e02a8c9ba5bbde83ffb224aa194f4f9efc \
+    --hash=sha256:4d365ee1892c1fa803536f8c6ce21d24b29c9718ec75eb856095c07830f8c478 \
+    --hash=sha256:4d6e88ddb3c741fbf29e1e7faf429880f8cd1d7aff4303247435a549726b4fb1 \
+    --hash=sha256:4df57c0b161ec1b3ed0526a67b0db0914b557e86ee8aae51887aec941b261542 \
+    --hash=sha256:4e0e1b0fb0259c1b75d1251ac0bb4d7ab675d36f7a6bf4ba6aa630dae94f9ffa \
+    --hash=sha256:4ef09bbc2519a93cd0f95f2ceb5f7b85919dffea643278e02362bf40e3c4bed1 \
+    --hash=sha256:5013be3bea7612852c62a7437f3302c1cfb91ca7e703b194459db0b2b2e0d792 \
+    --hash=sha256:5177aa44eddaa97c6ef0cc00c6d540edb64d51781d2f8fb941612ec61a92c9ed \
+    --hash=sha256:51f71a6e2ad071e70c937e41fcb6c19f82c3f9f49831eba850ed4a106ffbb647 \
+    --hash=sha256:538f5f865df6cd8c32dd63158a0e5b4f5dd08d732a7da8b7228a5a0776c8ce55 \
+    --hash=sha256:53f3ed9118397074ff63a79b66b7fec1c84c782eecde35c5bc94e420a971c231 \
+    --hash=sha256:559e3cabe522231909f9de98ef06929edbd53782046bd21aae0c72db6f2a0775 \
+    --hash=sha256:57189a69c0891e4818853feaa521c972d22c880a001453addea015f48e3c3398 \
+    --hash=sha256:57f80a898544db78ec6b0be6183bd1bc008933193d4199f5cde36b0e6bd5e062 \
+    --hash=sha256:58346024d47e84f7d8b3e7f5d6faa1d58acbbe49a8771497872059f58c1d8ea5 \
+    --hash=sha256:594131ce1aad18db3689781f806db1b065cdaa04f4df36b4c038d2013aefd0bf \
+    --hash=sha256:5b96f0024e9840f449bd91b2d005c921a4b666055a0d1b6492463799f32aae22 \
+    --hash=sha256:5c566b123dce7e4867ca518434cdfb9f84e5023771235b2e3107a26c9a41cbd8 \
+    --hash=sha256:5d3dfb1f0ff146da7952867a9414f0c7a29762f8825a84879592612fd6139342 \
+    --hash=sha256:5da703225374e3a4c8d4fd90e26fe7213a52004ec77f88b42b42e9e86d8c6d57 \
+    --hash=sha256:5db43f249b4be9f99ef4b967863f37094fb40e67effafb78ba4f0356b6396104 \
+    --hash=sha256:5eed32dad81d6ba8e62dc7b9ffa0500199385d7810a8dd9d4eafaceb8c6e20bb \
+    --hash=sha256:602efcad4a42c184e81d43a2b7e6e4f524d619878f2b6ee2ba469011f47c8147 \
+    --hash=sha256:614bca2c7cfa87ec95b703e691c3c5eb6c448b6dabbe9776ac53883152951729 \
+    --hash=sha256:632a34590c090d1285ed5efa5a02be919f3f9a56a64bd25f693fe1e2d27a27fb \
+    --hash=sha256:64af54dd1c3a45a27c04942f9a1a4683322bdd127f4745cca4e02549c1d2d2bb \
+    --hash=sha256:6536d8677d2fff7e64cd0b98b976df9de7aee0e69590044c2af5f51b76b7a170 \
+    --hash=sha256:656256c9f9303e47f07d5cb8ae4468285370adfafd7ba48aea33a458e7697626 \
+    --hash=sha256:6696c8752aded28ff3b16f33ef28ce28fb5d209b80c206746f943199fcf5fd65 \
+    --hash=sha256:6c7574528bc922f8757f34dd78ed60ab52b1c7973b630f5eae7ba33ec133ce71 \
+    --hash=sha256:6cee733fe4ccb1737e0997135283c82341e5cfa9cf214b165f9087fb663aaf4f \
+    --hash=sha256:6cf633fe83b1d4e6519d7259b33afe40fbba5d3f438730156971dd0cf7730610 \
+    --hash=sha256:714503083a1f2065c9ad15340dd49ac8a8e948a505a705ffa1750cb951519113 \
+    --hash=sha256:717b12fdc51819833704e85e6926d76981ffa3f780ef92e33ebb8b26d46bb230 \
+    --hash=sha256:7258ee276e8772599bc19e14b36f6260306e21b637190cd7cb489a2449d48684 \
+    --hash=sha256:72eb5ae575cc7ae2b23f6f8064a8b10f638c7149819ae9cc6d20ebd4d37a1629 \
+    --hash=sha256:7345007c12780985de4fd740148776d1eee18c0d41407c6fa1e48c5450304fe5 \
+    --hash=sha256:747476436f6891b9773374ce8d48edcc8b12cb5b61b67c6fb6289633747d088f \
+    --hash=sha256:77f74e45a1e5574bbbf80181c8027b3a4c65c2248fffbd557bd596fff13102f9 \
+    --hash=sha256:7801b7223db017b9c0c9ccf37e44524edb35a1544a1c032add22c061c6af0276 \
+    --hash=sha256:78c794b643d214f1522e7a288bcf5a2de120d26cd170516749a4009dc92722c9 \
+    --hash=sha256:7b5f97ecfede10d5b2870383620e2d25c8561e217c7bf9081073802b54248d2b \
+    --hash=sha256:7dc4bdf008f77c88d544849c48c1a40faf25a5eff6cc466de2e8edc37c191fce \
+    --hash=sha256:81f4ed9ca9644bc95cd976bfe10f7a4cafab8ffdc3aed52877d4600e445be7ef \
+    --hash=sha256:82c0cedd280eab2e8291270e6c04894dbc096f8159a39dcf1807429f026ca3cc \
+    --hash=sha256:8304be0982130954b7fd3aad18e2c6f8ee40254bc3d2e635991c16d77c91e2bd \
+    --hash=sha256:83697b0ea1f10e7f5d8b26a4906fa851393c61546c63839643a2b7fe2d868061 \
+    --hash=sha256:836f11d4474d3228e9909d97216faa4f7505df41cfaf3927eb29809de785a78d \
+    --hash=sha256:83b9130b80b216d56fdf9e87131946b353c9627930c061955a101ea82b09fed9 \
+    --hash=sha256:83d879362ddd0fedd3f2ab8ce7cce3da2049a6d51d16da8af73011c6edf4752f \
+    --hash=sha256:848182a391fffdc25605443e832f5b443f25498edeccf9a64343fd84421ca04b \
+    --hash=sha256:852bfe059720632e2f16a6a4745e41d20937b2bf2a42a401e2412046bb6971cc \
+    --hash=sha256:868a8dcaff1a84ba78038e1cef14fc88ccf84d9b4d12ea604696e0693296aa56 \
+    --hash=sha256:89b11a5cdd441aa463f6d34ca0241602bc09b001a76994b6059828494108c673 \
+    --hash=sha256:89df64c10adfe340fb00330042537cdd6bf0d8d78bad73f29cfe5427eed7b084 \
+    --hash=sha256:8ea8a141eeced4f6262ab6dd71c681ac546a558c30bb586abe087d814b5f85ea \
+    --hash=sha256:8f454166c2ffed45636c8d501741e649851ba2f346c4eb73a64c07ac00428f20 \
+    --hash=sha256:8f759eed402448c2bdbb492e4fba1f20668ffe29688605ea61f0f67f9e4e386d \
+    --hash=sha256:9043877a917be88ccf230aa5667c1bd059bce80f4c2727e4defa1b29b7f48b08 \
+    --hash=sha256:942bc86e9be6fdd6e1175048f5fe8f8fdaaf2309dd1323ef1e155a69cd346780 \
+    --hash=sha256:947a585bcaa235702b7c59433b485489397f9a163b3f56058b9463a46fd9b74c \
+    --hash=sha256:950ac754d16daea42038f38e7465eb84cda4d08d7343c1c915771b29470f065a \
+    --hash=sha256:98d8ac1129b4dd39098cffed94d1284aceb61c3aa396757ccc736ac392e4cee5 \
+    --hash=sha256:98ee81b4b7f3023c9cb04a78cc67610baffcb5812d92f2096cb5a5efc6f19437 \
+    --hash=sha256:9b2ce44bf8f4a1d01f418b3110ff8dff32fd3f3e836c0e06333c3725f243fa6c \
+    --hash=sha256:9d45eee3a95a8b61e5b568580caac91f1502ddb731aaf8f4aa448a98660b2fb4 \
+    --hash=sha256:9db455cb649dcfe4504d6d68a6d83a7315a99a3ca59871dc3ff840671f99adba \
+    --hash=sha256:9df56e6df96a60590935e22373041cccc91fd55858763dcffb55bf63b3a2b396 \
+    --hash=sha256:9e80238259655bf69d7bcd08226a970d7f42605f3157786bfa76dd13472d7fa0 \
+    --hash=sha256:9f23083e1bd9d901f844af7a126727c486e7eada9a1a6791c8f7e73f94fac656 \
+    --hash=sha256:a2489d3a776fa380cb8e71f54c7fda268a9baf3de9b1395093fd280f95735907 \
+    --hash=sha256:a5cd96f6dcdf4fa657b2d95668d71d58455248f98712ecffaa9c528edf40ccae \
+    --hash=sha256:a5eed9d41995a83f3332b4e3396abb7f433cac584222bd7e305b606d8353861e \
+    --hash=sha256:a6617f30641ba0d8baa1635fbefb1dffc5165ec36d26921bd5cee13497cd937a \
+    --hash=sha256:a6e088bd7870775624256a0d84c2a6714afd223b2eeb56b0ca58398e52a32fda \
+    --hash=sha256:a98b2f95cab589e0f5e92c48431afb4d56238b8bf6668edcc66166180e9b509b \
+    --hash=sha256:ad52a0e4bcc0ba956a953a169d1feec2734a64981d689e4fc8f490f7bf91af60 \
+    --hash=sha256:af0c9fedc4a2c24e8664953882fe8185f3790b8338c9c700f76f5ad660817711 \
+    --hash=sha256:afe6380a0e9653a87aa1e6e88fb47718113e5563c7a1cb2bcc23c1d8e17e3961 \
+    --hash=sha256:affb37f152e55b5e4494bb9d0107f7bb08515c6704fbed82d9f61214d74adc17 \
+    --hash=sha256:b0093cf7eeb91b84776e8742113afa4bdf47533d36cf719179aaaf1f56f6f8bf \
+    --hash=sha256:b0de4bf3aa66363552d52c6a89003c479911f12098cd48a53d44a0f7a25f7c46 \
+    --hash=sha256:b30e01a0b97a4bc3f519a4d7a82da3dc53251fb0de5eeea8660dcd4ff094c0c2 \
+    --hash=sha256:b3ba794c3d885803db6c3116686923f1ec13bc86e621e169a375282b63ea1cc6 \
+    --hash=sha256:b3e1107fe5ca030f946dfa59fdbb66b5df121c8432f14b0bdd282d17b297f4eb \
+    --hash=sha256:b5196cc2574cfec572a5f3fb7cfa5ade27305ae3d06516a082132441aff4c83a \
+    --hash=sha256:b6fa3116e40e14e7782fb1a9f872f94b5997de21127c95545ce40196ac1351c5 \
+    --hash=sha256:bb70573d2995d23932e2871120f78d798ebc3572e54c09e694a18ced95c5f8d9 \
+    --hash=sha256:bbcdf9c92d21c65bc75426eecea724c8fa0d35a6e201fdf1630011d4cc3aa685 \
+    --hash=sha256:bcab50a389cc04d87f90092af78a6adba2ab3deca63175a3344ca83514045315 \
+    --hash=sha256:bf28f55e427e0483acb1f666bd0d869b6d5e5a716680c216ad7befe3d4cfba2e \
+    --hash=sha256:bfcd82852c62a60e314670a9602de354c4460f8adad916e2e42a20860c7870bc \
+    --hash=sha256:c240939e963653054fc7e4a17c382829cda4aa88a7daf0af841715dbded1b497 \
+    --hash=sha256:c31a2649bcf1fe97cf11c79848d761df33ac46b3896942d31b640557b486ff6b \
+    --hash=sha256:c4ed42965c2cd9081f011be22f69d0e65d3b6165fe7734072fd0c232840bbd4e \
+    --hash=sha256:c73b6f652f0745425aa6378319c331293b5341756262e9408ed3d45f183375e6 \
+    --hash=sha256:c85949d02c85adf6d786eb94858e124989a632a4e65739835b2fc5761827fac3 \
+    --hash=sha256:c919f38cd3f0b5e8d30b81fd6cac688cf9221560340f0c35cbbb8b2bd77ad6ac \
+    --hash=sha256:c959f88160b13b4e730b0d75b459b7929fc0d2225c284c9683ac95d6feeeac6a \
+    --hash=sha256:cb3fe820c27593f170770d6c8d791936cf6275d9269405fbb7b30a55363c10c8 \
+    --hash=sha256:cf399fac542a1c7a4734a435b93df2c55e858c7d31abf6c1bdf46f9ae67fbfd0 \
+    --hash=sha256:d0b48cdf690a64cedf7258c3dc9506cc41fc86edd7739c40e3098952265dc068 \
+    --hash=sha256:d247b34bf433c92b41689318fd25d246313cab2275a6a47e2efac178b80d6efe \
+    --hash=sha256:d48acabb1e5cb0071009f80d71d7f01b6ba2c1d4b869b1352bb5df3f11bf7dfd \
+    --hash=sha256:d5006c65ec507a333479e76e00e2c368781f16c24ededa764763956b32a0e93e \
+    --hash=sha256:d58ce8b6cfa9c4d2f230557f69caf7c06369e318015d0b19485095bc2c5963ab \
+    --hash=sha256:d59e71153fe9ff85648d00e18649b07e9b22c797291abb7e27274fa06df8b838 \
+    --hash=sha256:d6a5c0bce213b23b0166fe0d35bcbbe23ce4b968f257cc7eb6fd57cb8e1e6297 \
+    --hash=sha256:daa86e4b68221d38e669bb236ba112d0335353829fb627c82e5909e4bbe8694c \
+    --hash=sha256:db77278a6eddadbf44ce5aae2fee5ebb4d061f026b1ce2130d058cd4d7a7b670 \
+    --hash=sha256:dfe0580fbfd5e4af87d0cc52d2044f155d55ebd8c8a93568758a2ea7d8e15975 \
+    --hash=sha256:e14800b9b10bb39d7a60ad4a310e403164d7b8988a27ae933d4e40618a44088e \
+    --hash=sha256:e2a845687219ba3214126f14a8a5861f97c9e065a7d0b8252adb6df13eea86fb \
+    --hash=sha256:e3b87cbd974512c0c5fc7b469c36b2cdc9ee6d76e4ec78bccb2c7184611c49b0 \
+    --hash=sha256:e4a6443968c4e8dc69967e12776776a5952c119cc1bd94168ad1c5ad667c2be1 \
+    --hash=sha256:e605e0b8abca9457abd5bee737e086ab145a20c25083ef1113013612268872ff \
+    --hash=sha256:e6e49370822c1f4d8d90e678b06dbcb08b51a026a7c4b55479e7d467f2e813bc \
+    --hash=sha256:e710ad822c493fb80a4fbc1e3d0a807b1422cb90adbe64378f98291b7fa48fef \
+    --hash=sha256:ea6a3e734b0fd41b82784a400be946821900daebe610c050a5e0760838a34f99 \
+    --hash=sha256:ec55d80e9b8a519d742669e0b49e8ce9e6747be42bf3c138158b6543a9c8e489 \
+    --hash=sha256:ed8bcdab6692fd4ad0dd6241807a24a640a376764460023b8d462d745e6b7b27 \
+    --hash=sha256:f377012b86c0a23a1df0cf5a1b05aa7187649e472f71c7892e5f2c2815bbe74f \
+    --hash=sha256:f6114692261eff4266386cdec0f7d87eee24e317ab397c218b7ae6a76b4c6339 \
+    --hash=sha256:f8044cf4c77f37968b8c4cbcbf7a0f355d8a437877ae18eba23e3aad953a6cc7 \
+    --hash=sha256:f8ed8940435834141061da26d27c4dd0d18fb69777bf431f5c6cc46b43349113 \
+    --hash=sha256:f93e408255ddce525189bf11feaa1be7ee35e55f486c299c97d9caa68d724a5b \
+    --hash=sha256:fb9e256a357dfcede7818c6d34e70db2d6b664394803d1de4b6984d2de76c0f1
     # via datasets
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
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+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
@@ -7509,6 +7564,10 @@ zstandard==0.25.0 \
     --hash=sha256:fd7a5004eb1980d3cefe26b2685bcb0b17989901a70a1040d1ac86f1d898c551 \
     --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01
     # via
-    #   clickhouse-connect
     #   pyiceberg
     #   trino
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.10-minimal-requirements.txt b/sdk/python/requirements/py3.10-minimal-requirements.txt
index bde9f558a11..06b7b6f1402 100644
--- a/sdk/python/requirements/py3.10-minimal-requirements.txt
+++ b/sdk/python/requirements/py3.10-minimal-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.10 --no-strip-extras pyproject.toml --extra minimal --generate-hashes --output-file sdk/python/requirements/py3.10-minimal-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
-    --hash=sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95 \
-    --hash=sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3 \
-    --hash=sha256:6fd35beba67c4183b09375c5fff9accb47524191a244a99f95fd4472f5402c2b \
-    --hash=sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444 \
-    --hash=sha256:73f05ea02013e02512c3bf42714f1208c57168c779cc6fe23516e4543089d0a6 \
-    --hash=sha256:764457a7be60825fb770a644852ff717bcbb5042f189f2bd16df61a81b3f6573 \
-    --hash=sha256:797457503c2d426bee06eef808d07b31ede30b65e054444e7de64cad0061b7af \
-    --hash=sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15 \
-    --hash=sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe \
-    --hash=sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2 \
-    --hash=sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496 \
-    --hash=sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876 \
-    --hash=sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817 \
-    --hash=sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448 \
-    --hash=sha256:8f6bb621e5863cfe8fe5ff5468002d200ec31f30f1280b259dc505b02595099e \
-    --hash=sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6 \
-    --hash=sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd \
-    --hash=sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f \
-    --hash=sha256:94da27378da0610e341c4d30de29a191672683cc82b8f9556e8f7c7212a020fe \
-    --hash=sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c \
-    --hash=sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca \
-    --hash=sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c \
-    --hash=sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa \
-    --hash=sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc \
-    --hash=sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0 \
-    --hash=sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0 \
-    --hash=sha256:aa00140699487bd435fde4342d85c94cb256b7cd3a5b9c3396c67f19922afda2 \
-    --hash=sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844 \
-    --hash=sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719 \
-    --hash=sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1 \
-    --hash=sha256:b238af795833d5731d049d82bc84b768ae6f8f97f0495963b3ed9935c5901cc3 \
-    --hash=sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178 \
-    --hash=sha256:b6feea921016eb3d4e04d65fc4e9ca402d1a3801f562aef94989f54694917af3 \
-    --hash=sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95 \
-    --hash=sha256:b821a1f7dedf7e37450654e620038ac3b2e81e8fa6ea269337e97101978ec730 \
-    --hash=sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842 \
-    --hash=sha256:bb33777ea21e8b7ecde0e6fc84f598be0a1192eab1a63bc746d75aa75d38e7bd \
-    --hash=sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d \
-    --hash=sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96 \
-    --hash=sha256:bedb0cd073cc2dc035e30aeb99444389d3cd2113afe4ef9fcd23d439f5bade85 \
-    --hash=sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1 \
-    --hash=sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199 \
-    --hash=sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a \
-    --hash=sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588 \
-    --hash=sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec \
-    --hash=sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004 \
-    --hash=sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480 \
-    --hash=sha256:d3b1a184a9a8f548a6b73f1e26b96b052193e4b3175ed7342aaf1151a1f00a04 \
-    --hash=sha256:d44ec478e713ee7f29b439f7eb8dc2b9d4079e11ae114d2c2ac3d5daf30516c8 \
-    --hash=sha256:d9d4e294455b23a68c9b8f042d0e8e377a265bcb15332753695f6e5b6819e0ce \
-    --hash=sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087 \
-    --hash=sha256:e4e5e0ae56914ecdbf446493addefc0159053dd53962cef37d7839f37f73d505 \
-    --hash=sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780 \
-    --hash=sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4 \
-    --hash=sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d \
-    --hash=sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca \
-    --hash=sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665 \
-    --hash=sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296 \
-    --hash=sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c \
-    --hash=sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a \
-    --hash=sha256:f7a16ef45b081454ef844502d87a848876c490c4cb5c650c230f6ec79ed2c1e7 \
-    --hash=sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451 \
-    --hash=sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3
+aiohttp==3.14.3 \
+    --hash=sha256:03cd2bde3d7f085b64e549c985f4bb928cad7e8ecf5323bfca320db548d81b39 \
+    --hash=sha256:041badb8f84396357c4d3ad26de6afd7a32b112f43d3c63045c0c8278cfd2043 \
+    --hash=sha256:0a5ff2dfbb9ce645fa5b8ef3e02c6c0b9cc3f6030ff863d0c51fffc50cb5541b \
+    --hash=sha256:0fdea2281997af69da84c77ffa6f5938a0285f21fb3887c249d67419ca865b3d \
+    --hash=sha256:11fb37ef075669eee52ab1928fbf6e1741fada40409fa309ebde9607a962aebf \
+    --hash=sha256:134ac5ddcf61c6fad984b9a5727d83492ada43d63471db20fb73042c13fca62f \
+    --hash=sha256:152516815ef926786a0b6ae2b8f1fd2e0c71582dee0b435636865316fd4891b7 \
+    --hash=sha256:1576145bdceeb92382d899751e12743a3a5b8e460a841e3e50543859e54864dc \
+    --hash=sha256:16100ad3ab8d649fdfbee87602d9d2dcdca9df0b9eda8a1b5fdc0d41f96da559 \
+    --hash=sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f \
+    --hash=sha256:18c441d0a8fca6de8d1f546849b9f0ab20d435993e2c5b59562b2fae6be2f929 \
+    --hash=sha256:18cb43369747b2ae007bd2655fb8e63a099c2ff1d207962943636dac989b3147 \
+    --hash=sha256:1b59533861b70a2185c8f4f350f791f39d64358ef6944ce71c5240c9ec0982c9 \
+    --hash=sha256:1c5281acc88b92396f88c7e1e2748f8466689df22b80170e4f51efa712fb47a8 \
+    --hash=sha256:1c5ec8fb1bcc31a8466f74aaf26c345d5c386fa4bd08a3f0eb9c7a4a3fe8b5bf \
+    --hash=sha256:1caa7b0d05f3e3a36f87788c59e970a7ee1cefcfcbb924a9f138c4a6551c9cb7 \
+    --hash=sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8 \
+    --hash=sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85 \
+    --hash=sha256:25bd2708db6bdf6a6630dd37bdcdfcb47c4434d22ac69c64665b802910140b30 \
+    --hash=sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553 \
+    --hash=sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7 \
+    --hash=sha256:2e9878ae68e4a5f1c0abe4dd497dbc3d51946f5837b56759e2a02e78fa90ef86 \
+    --hash=sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e \
+    --hash=sha256:33a2d7c28d33797a2e99923dffa63f83d908a19b6bf26cfe80fa790aa5e1a75a \
+    --hash=sha256:362a3fd481769cac1a824514bcd86fda51c65e8fe6e051099e008fddde6db17c \
+    --hash=sha256:38901a84da3ce22249f6e860bf8f90d141bcab7da090cc398f8bb58c0e44b7da \
+    --hash=sha256:39aded8c7f3b935b54aab1d8d73c70ec0ee2d3ec3b943e0e86611bc150ba47f5 \
+    --hash=sha256:3a26434dafe408229ff3403458ca58de24fb51936504decac49ce6755f77e59d \
+    --hash=sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100 \
+    --hash=sha256:3d4f72af88ac2474bb5bca640030320e3d38a0163a1d7533500e87be458eef71 \
+    --hash=sha256:3f42e9b78301f11c8f861746175d8b9c1ccef713fcad9eab396e2f6db8ed4a22 \
+    --hash=sha256:42a67efc36300d052fb4508a53e8b6901b9284b599ae63945c377569c5fcc1e1 \
+    --hash=sha256:48d67b87db6279c044760787eb01f6413032c2e6f3ba1cafaa492b1c8e578479 \
+    --hash=sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb \
+    --hash=sha256:49f7325beb0f85ef4aef5f48f490269575f83e6e2acad00a1d80b807eb027062 \
+    --hash=sha256:4e3ac92d90e92773b2362d506068e9a948192bd553e743c5b2429e28527c8661 \
+    --hash=sha256:530125ee1163c4219af35dc3aa1206e541e7b31b6efc1a3f93b70a136f65d427 \
+    --hash=sha256:5373dc80ad1aa2fb9ad95c83f24eef418bbda3a61375f128e5b0192e4f3f9b32 \
+    --hash=sha256:53e5179d8abb5710f8e83ba207c41c8d1261fcffd4616500e15ca2b7a33be10a \
+    --hash=sha256:53e7b4ce82b54a8bcc71b3b67a5cbd177ca1d7f592cbc92cd38b7349f73482db \
+    --hash=sha256:543906c127fb1d929b95076db19b83fa2d46751006ff1e23b093aa5ac4d8db42 \
+    --hash=sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a \
+    --hash=sha256:55bdcc472aafe2de4a253045cc128007a64f1e0264fb675791e132ea5edaa3bd \
+    --hash=sha256:56f355e79f71aef2a85c80305cc915f894b170dba76de5fe84f6351939b83c06 \
+    --hash=sha256:5895ef58c4620afe02fa16044f023dc4dafec08158f9d08874a46a7dbc0341b8 \
+    --hash=sha256:5bcb6ff3fdab1258a192679ff1a05d44f59626430aa05cd1a9d2447423599228 \
+    --hash=sha256:5f08ec777f35ee70720233b8b9811d3bb5d728137f30ac91b7457709c3261ac0 \
+    --hash=sha256:614c61d478b83953e261d02bb2df750f17227cd33ef8002945bf5aebbde21919 \
+    --hash=sha256:617105e2c3018ee38d0c8ce5ee3c84f621a6d8b9f723202aacaff28449ca91ee \
+    --hash=sha256:6debfa7312ff9d4c124dc71d72e9a0a4b9e0879e48ba6fcb42bef5c3300289e2 \
+    --hash=sha256:7041d52c3a7fa20c9e8c182b534704abb19502c8bdcbde7ab23bfda6f642394f \
+    --hash=sha256:70c987b27534f9ae1a723f47ae921571d616da21d3208282bf4c52af5164ac43 \
+    --hash=sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098 \
+    --hash=sha256:78253b573e6ffab5028924fc98bc281aae05445969982a10864bc360dea2016c \
+    --hash=sha256:7a75aa63cbf9b21cfaf60dc2657e19df2c2867d91707d653fee171ffeedd1371 \
+    --hash=sha256:8800c996b01c2772a783e3e46f3e1abd5823029adca0df54231960de9bfefa5b \
+    --hash=sha256:89176250f686cb9853c0fb7ead90e639e915b84a6f43eedc2a4e7ec21f1037f0 \
+    --hash=sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100 \
+    --hash=sha256:8f2f1c4c032c7cedd7d8da6f54c97b70266c6570c3108d3fdffee7188bb70529 \
+    --hash=sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc \
+    --hash=sha256:9aa6e61fdf20105c4144e755bd586008ff450791d67b1c8146fdc15959c4d51c \
+    --hash=sha256:9d9edccfe496b476db5f398d97b865e9a6752bcf8aec4eef8390ce20fb64bb41 \
+    --hash=sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716 \
+    --hash=sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33 \
+    --hash=sha256:a3a8296e7ab5c295f53f1041487cb088e1480775aafbf7fe545d93b770a0f96f \
+    --hash=sha256:a3e22975f905b89a55a488c2a08f2fdb2186175349e917d48985cc468a3d4c6e \
+    --hash=sha256:a4af35c443e0b1a1bd6a8af3f3485d7fda15c142751a00f3ff8090f0b93346fa \
+    --hash=sha256:a94dbaae5ae27bd849c93570669bff91e0510f33a80805738e3de72a7be0447b \
+    --hash=sha256:ac74facc01463f138b0da5580329cfcc82818dea5656e83ddcd11268fc12ff80 \
+    --hash=sha256:ad4c8b7488d745d2ca4838ebd8ae5ba9b56341d30b1da43640e4ce87f9f49646 \
+    --hash=sha256:b014a6ed7cf912e787149fdc529166d3ceabac23f26efeea3158c9aba2354e7e \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b \
+    --hash=sha256:b2466434105a4e03113c36ec775cc2ebe6676b62eae326fa670bb607ef788c1c \
+    --hash=sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963 \
+    --hash=sha256:ba59d59aba08ac02fc03b0c8983ccd5ee39a199d0552ce9e6d2b4845b34d59ae \
+    --hash=sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25 \
+    --hash=sha256:bdd0e2834dce1a26c1bbe26464861e16bbe217042cbff619247c11594472518c \
+    --hash=sha256:c23ec8ee9d5ab2f5421f9c7fffce208435607af27fd46d4a44e031954352838f \
+    --hash=sha256:c39846c3aad97a8530c89d7a3869a8f8e9e3762c6ac0504481e5c80948f7e807 \
+    --hash=sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a \
+    --hash=sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f \
+    --hash=sha256:c8653fd547c93a61aadc612007790f5555cdd18946fa48cf45e26d8ea4ea473d \
+    --hash=sha256:cc7cb243a68167172f48c1fd43cee91ec4b1d40cefd190edd43369d1a6bc9c82 \
+    --hash=sha256:ccd4893707b3e2a13e39c90d43cf80edf2e4d0457935bcc103bf2346214c3f15 \
+    --hash=sha256:cd817772b2fcf2b8c0905795318485f9ec16eae60b29feb7f4c77085311637f0 \
+    --hash=sha256:cda5fd5c95ad7a125a2e8464acc78b98b94c475a3780d6aa0aa157c93f470f4d \
+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -139,21 +139,22 @@ aiosignal==1.4.0 \
     --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \
     --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7
     # via aiohttp
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -162,40 +163,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 async-timeout==5.0.1 \
     --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
@@ -215,261 +217,241 @@ attrs==26.1.0 \
     #   aiohttp
     #   jsonschema
     #   referencing
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -534,13 +516,13 @@ cryptography==49.0.0 \
     #   pyjwt
     #   pyopenssl
     #   snowflake-connector-python
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -548,42 +530,42 @@ dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
     --hash=sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c
     # via feast (pyproject.toml)
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -606,9 +588,9 @@ faiss-cpu==1.14.3 \
     --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
     --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
     # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -616,9 +598,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 frozenlist==1.8.0 \
     --hash=sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686 \
@@ -754,15 +736,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -772,9 +754,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -792,9 +774,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -802,9 +784,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -814,9 +796,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -878,58 +860,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -944,17 +926,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -967,6 +949,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -1086,6 +1069,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1141,12 +1128,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1158,6 +1143,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1184,101 +1170,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1379,17 +1367,19 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 mmh3==5.2.1 \
     --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \
@@ -1651,51 +1641,52 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1770,6 +1761,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -1939,9 +1934,9 @@ pathspec==1.1.1 \
     --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
     # via mypy
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 prometheus-client==0.24.1 \
     --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
@@ -2072,25 +2067,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2140,57 +2133,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2204,9 +2190,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2224,6 +2210,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2350,9 +2337,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2370,8 +2355,9 @@ pyjwt[crypto]==2.13.0 \
     #   feast (pyproject.toml)
     #   mcp
     #   snowflake-connector-python
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -2380,9 +2366,7 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+    # via snowflake-connector-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
@@ -2404,9 +2388,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2644,9 +2628,9 @@ rpds-py==0.30.0 \
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2655,7 +2639,6 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
     --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
@@ -2666,33 +2649,33 @@ six==1.17.0 \
     # via
     #   kubernetes
     #   python-dateutil
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -2758,13 +2741,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -2838,9 +2821,9 @@ tomli==2.4.1 \
     #   fastapi-mcp
     #   milvus-lite
     #   mypy
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -2849,25 +2832,31 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiobotocore
     #   aiohttp
@@ -2877,10 +2866,13 @@ typing-extensions==4.15.0 \
     #   exceptiongroup
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   multidict
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -2902,9 +2894,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -2915,17 +2907,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3091,268 +3083,321 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
     --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
     # via importlib-metadata
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt b/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt
index 168cecdc06e..f7837102091 100644
--- a/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt
+++ b/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt
@@ -4,130 +4,147 @@
 #
 #    pybuild-deps compile --generate-hashes --output-file=sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
 #
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via trove-classifiers
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via cryptography
 coherent-licensed==0.5.2 \
     --hash=sha256:d8071403ce742d3ac3592ddc4fb7057a46caffb415b928b4d52802e5f208416d \
@@ -270,46 +287,46 @@ cython==3.1.1 \
     --hash=sha256:e851ab66a31794e40df1bc6f649cdc56c998c637f5a1b9410c97a90f6b6cb855 \
     --hash=sha256:fd689910002adfac8734f237cdea1573e38345f27ed7fd445482813b65a29457
     # via grpcio
-cython==3.2.5 \
-    --hash=sha256:05c22cd606ac8d14a9cf17e48668bb37734c803978bf4d793c7f11ef54c4451f \
-    --hash=sha256:0a81220817ff954eddf4512a5b82089094a2f523eb1dc4ad555efd6f07b009b4 \
-    --hash=sha256:0bc29c7f870b09efdb1f583fbec9592b33af81a7ce273b89c8f5163d7572d5c1 \
-    --hash=sha256:220e8b160b2a4ddc362ad8a8c2ab885aa7156099702cdc48f6518a5de921b553 \
-    --hash=sha256:224149d18d980e6ea5001b70fc7ce096c1891d59035dfa9cc5ede50f55804913 \
-    --hash=sha256:268aecadcabcdad9f773b8a5694746e0b9ee7894b56b84e2e3a2ccb6c929ea79 \
-    --hash=sha256:29243859d6824e2d33bae92fc83d591c3671b6d9ac1b757fa264b894ae906c2b \
-    --hash=sha256:34d21aeb08477c9173e8be7a566b19e880a7c8109ec6bb47a4b20cb680141114 \
-    --hash=sha256:3795237ab49753647e329181b140c424e8aa97543074f171f8d2c45e5014a06e \
-    --hash=sha256:382122de8d6b6024fc374fabc3a2b14ba5860ed981c25055ed14fe44278b9dc7 \
-    --hash=sha256:3864da4ca2ebe4660d8f672f2143b02840bf3045655222f6090486171c84298f \
-    --hash=sha256:39acb30eba78ba6d995d5cf3d97d57d450663d93aac6f8b93753d2b89d768c60 \
-    --hash=sha256:3dd42e4cf36ad15f265bdfec2337cc00c688c8eb6d374ffd13bb19437c27bba1 \
-    --hash=sha256:3e5e519bad217a0b96fc281666720ed7d339da618acaa012bea712980b8fe6c9 \
-    --hash=sha256:45baf00cb8b222a2ca7e9c48add5dac3ceb6e65be4f591150a6b6767ce1f86b0 \
-    --hash=sha256:4d00e2c976ee96da4deff50506c7882ccebb4a932fc178ef27eb42bfde959839 \
-    --hash=sha256:561613ddd1ee83088eb126e80a5a7d73ee6eb82e0b1aea09afbe170287e5e27f \
-    --hash=sha256:56c97c5e43782ec9d9e66c465e253d2ccde0c578c364c46445efe484965524f0 \
-    --hash=sha256:5887c24ebd19604b7a76d8ea57446cb562a590f7f2557e5954a69aae38b3195e \
-    --hash=sha256:605c447188aecf2941709f53a2ce44862be256e54601c01b38ab710d83db8047 \
-    --hash=sha256:677bb60fd8f5949e26c0a7898983967dbbb65f7628481d8480956b85ca766554 \
-    --hash=sha256:69cd71b90d4e0f142fd15b2353982c3f9171fc5e613001f16bcb366ffb29004b \
-    --hash=sha256:6e5d7a60835345a8bd29d3aa57070880cc3ce017ea0ade7b9f771ce4bf539b1f \
-    --hash=sha256:75f5295dc1b32d084fec598f9507e6f264311d78c07da640bc9a05dc47f7ac2c \
-    --hash=sha256:85b2944c3eddfc230f9082720195a2e9f869908e5a8b3185be1be832755ee7fc \
-    --hash=sha256:8d7b81e6a52a84a02993f01aa5873786ba1dd593c892d93d5fe9866da0bad297 \
-    --hash=sha256:91cb5b9ff599612737b3fd0dddcd401acdf904b78c2caf8cd1049501d0a53f2d \
-    --hash=sha256:992a50e90d01813333752f374a4405863113059ec67102ab8d6a431a171ee328 \
-    --hash=sha256:a3a423468ee77c3c5b26494f57d9c52e9318991fb7142f4c49fb01b99373e8d6 \
-    --hash=sha256:a636c8b7824f3cb587eb2fdde59d8f4a14d433565508081cc290198e37567910 \
-    --hash=sha256:b4bfb00baef07106a1e5e7252ace18de91225322f7fa29970995aea7c380fa21 \
-    --hash=sha256:b8bc1325cf3e4394cc08a3c1ea7fa24f02f405eef0e8c156d5055f6f9a7a1565 \
-    --hash=sha256:c4c79e697db55f082a2d3ba97702e71881d5bb1f56f0a80fa338e69101e4c59b \
-    --hash=sha256:c80e1e5cba5b4b9890364e9360939fc298c474f25754bb4bb861270d24bda6d6 \
-    --hash=sha256:cce98a9011ac6a2560b3587db22912bd0138267669ec567b0d57eddd2d741b8b \
-    --hash=sha256:dc1c8cebb7df5bce37f5f8dc1e5bf04313272a5973d50a55c0ec76c83812911b \
-    --hash=sha256:eb38b89e5a8eb2508a1a0832063826b0703dfb02be84e4aa34b8818ce0ca50fe \
-    --hash=sha256:f4e722ceab6d795b4682d693656218671c873d4aa74119c54a2b62de0e7c48ce \
-    --hash=sha256:f9b564f67b01bffa2521f475794b49f2787709cec1f91d5935a38eba37f2b359
+cython==3.2.9 \
+    --hash=sha256:114b2dee0fa1daa48a59574d848da0ff1b6bdb725a755e9b92fad14962e1ff8d \
+    --hash=sha256:1c2974742433be5c36ae1df1e761ce0063753fc2702316d5a3062b0a4e94a1df \
+    --hash=sha256:23e80bc885c599e72072e18d0746df82d394b73100c1e153cda7359e6e59fe09 \
+    --hash=sha256:2751b7c0cb13135aadcc1cc8fe223be98d458cd1132611d31675e768a5e4a2e9 \
+    --hash=sha256:2b1756ddc3bc0cd4341a515fc420c3e25e13c249f5537159b3fb0bff8d19e55c \
+    --hash=sha256:41637c644d7224d2d3170ee312077c2173693f0d4a0da1c82a0cffa3680a42dc \
+    --hash=sha256:44b7fc417933d65bf31bce00337ff318efa3ea59daed21d10fe842d41e657c08 \
+    --hash=sha256:4b1fd5a9c03f72a18618668a8e90d569442ed742f910e3ad003dcc9348e9598b \
+    --hash=sha256:4b871ad97dd7fb1cbf56f6238c54423febd310afc1d9d9bc70c69c89b7ce57fc \
+    --hash=sha256:522e277c29ebee304e73f3a78307549d09908b0c63098421a12dffc8d779fd74 \
+    --hash=sha256:56d95c0674c25f281c6ae8f1d17bd425d6c2818bb304ff781831bb5d00d04b0b \
+    --hash=sha256:57a6a78d14f7dd7d6062d9bca694e2a8c1c14113b6ceceea076abcd1161fdc5a \
+    --hash=sha256:61d4abbf84f77c8d19361d05d9f51d65d8d95e74f736eae55fa1aed8a1430469 \
+    --hash=sha256:63a42e131112072f912b66734088abc946c6bc42cb7454461a6dfdd2d09d3bae \
+    --hash=sha256:681980fcc82b346ac83bc7d59e68ca1eba74ed9576f5d8584761d0c6c68c45d0 \
+    --hash=sha256:788ea800618d20158166d09f60835aab50922ae1cfe3108c93fa72e173b7002d \
+    --hash=sha256:7c534d782757710e39f3c9582214d7a28a0d68c86e78ee3df1d729cbc270e133 \
+    --hash=sha256:7d41baea51ea00f9237f75af498577827493bca5e9b45bbd4e351543727e589a \
+    --hash=sha256:8c843dd85857cd0d0da055489f448d032866120cfb094ce16205a1ff54d06353 \
+    --hash=sha256:92989da161a7d18a7ad4baebc49289b2b77556d5a94916f90140ba26aecf6892 \
+    --hash=sha256:944dc8747f640b3527649c566a5fc75ee0c15e80642ea2fdae4fe6378e1a9d4a \
+    --hash=sha256:9d3cba9c4770cf76370fead8d2ae71bc474f3ef67ae4119e455d025726bcdc1c \
+    --hash=sha256:a2b0e87f6b80790c929308ca0831d686f7a180feab684fe8cd4a4380bd96aaca \
+    --hash=sha256:a3fc783d12202d1b064b6f125772d85f00e36e62eee6b2e415f56d8fd2d2e7b2 \
+    --hash=sha256:a5cd9c5f138cb052130b40ad3b6976d2180c35348410995812678f4636bd8f94 \
+    --hash=sha256:c6d4a92a87d238231564b5cbf27a8d1e46b7e62040c66b5ff33778a16b22295e \
+    --hash=sha256:cac792b0bde1c86d8f832e513cd061b7e682181cc5a6d843d487e6c8ae9d5fcb \
+    --hash=sha256:ccb0bc6b8437cfcb04459a02bc5ecc58bf161ea11659438945ab5a1392ee39fe \
+    --hash=sha256:d15c4d4ba8a3ad284124384f769465bfba45512aaa4c81caea8a165f79fc042a \
+    --hash=sha256:d249c9022ab13286b17bd66f30609e800c5f95efeecb06168990c7a66cecde6c \
+    --hash=sha256:ddb43637b7749b88644df4319e1c36f767e7fb71a92bb9942558c8de2f1cc5f4 \
+    --hash=sha256:e75ec625d8f8781ced690b7a2f5c2d138067711cf24bb8fb68c872c30c2fefe5 \
+    --hash=sha256:e8ec2d5a7b798c84d6779e7ca5318fd928b8fe9dd021106d714dc2e77cdc7555 \
+    --hash=sha256:e9b6ebc6c74b4318eaa4e51e520dc8b95ebc7b262953c3ecb24131104681f14e \
+    --hash=sha256:e9c39962f749bd40c6e8c5063d498bd3749947888306ffedb99a0cab3a69f995 \
+    --hash=sha256:efd54fe07f808e7e82f6a04f370457ca02e770c948f0e2f83345ccc7ec8bb829 \
+    --hash=sha256:f25b402a6f1eed34af2af57603a9aadcf594dacaced1655e925eb317fba3f337 \
+    --hash=sha256:f2fe4bc1b8fa4130563b94a3614db9ea17e92a455bed00e6a5d03eaff434b33c \
+    --hash=sha256:f815cd3387bd88ca9eeabc357ce4bdf884eef0ab2949db0fbd5e0b69fe5ee422
     # via
     #   pyarrow
     #   uvloop
@@ -354,6 +371,7 @@ flit-core==3.12.0 \
     #   sphinxcontrib-qthelp
     #   sphinxcontrib-serializinghtml
     #   tomli
+    #   truststore
     #   typing-extensions
     #   wheel
 flit-scm==1.7.0 \
@@ -366,7 +384,9 @@ hatch-fancy-pypi-readme==25.1.0 \
     # via
     #   attrs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   jsonschema
     #   pydantic
 hatch-vcs==0.4.0 \
@@ -386,9 +406,9 @@ hatch-vcs==0.5.0 \
     # via
     #   filelock
     #   platformdirs
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   annotated-types
     #   atpublic
@@ -402,12 +422,15 @@ hatchling==1.30.1 \
     #   hatch-fancy-pypi-readme
     #   hatch-vcs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   ibis-framework
     #   jsonschema
     #   jsonschema-specifications
     #   mcp
-    #   milvus-lite
+    #   mcp-types
+    #   opentelemetry-api
     #   platformdirs
     #   pyarrow-hotfix
     #   pydantic
@@ -494,97 +517,99 @@ libcst==1.8.6 \
     --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \
     --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4
     # via pyarrow
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 markupsafe==3.0.3 \
     --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
@@ -828,9 +853,9 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -907,9 +932,9 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via libcst
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via
     #   duckdb
     #   patchelf
@@ -924,15 +949,15 @@ setuptools-git-versioning==3.1.0 \
     --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \
     --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172
     # via toolz
-setuptools-rust==1.12.1 \
-    --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \
-    --hash=sha256:b7ebd6a182e7aefa97a072e880530c9b0ec8fcca8617e0bb8ff299c1a064f693
+setuptools-rust==1.13.0 \
+    --hash=sha256:666439c4d90e968bb625bcf87ec0aa02b4f49e599d2f5dc255c633a04e8eca99 \
+    --hash=sha256:f2afcf4baeee689910ce49cfa8aad4e08cce72f417449bcc32891b8664fdc726
     # via
     #   libcst
     #   maturin
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via
     #   anyio
     #   cachetools
@@ -940,7 +965,6 @@ setuptools-scm==10.1.2 \
     #   duckdb
     #   flit-scm
     #   hatch-vcs
-    #   httpx-sse
     #   importlib-metadata
     #   libcst
     #   pluggy
@@ -1023,9 +1047,9 @@ tomli==2.4.1 \
     #   vcs-versioning
     #   versioneer
     #   yarl
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via uv-dynamic-versioning
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
@@ -1035,13 +1059,13 @@ types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via mypy
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via mypy
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   mypy
     #   scikit-build-core
@@ -1050,10 +1074,14 @@ typing-extensions==4.15.0 \
 uv-dynamic-versioning==0.14.0 \
     --hash=sha256:574fbc07e87ace45c01d55967ad3b864871257b98ff5b8ac87c261227ac8db5b \
     --hash=sha256:e087c346a786e98d41292ac2315180fb700cedfb30565fc973d64ce11a112387
-    # via mcp
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+    # via
+    #   httpcore2
+    #   httpx2
+    #   mcp
+    #   mcp-types
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 versioneer==0.29 \
     --hash=sha256:0f1a137bb5d6811e96a79bb0486798aeae9b9c6efc24b389659cebb0ee396cb9 \
@@ -1071,7 +1099,6 @@ wheel==0.47.0 \
     #   grpcio-health-checking
     #   grpcio-reflection
     #   grpcio-status
-    #   httpx-sse
     #   libcst
     #   meson
     #   mmh3
@@ -1119,7 +1146,6 @@ setuptools==80.10.2 \
     #   grpcio-status
     #   gunicorn
     #   httptools
-    #   httpx-sse
     #   importlib-metadata
     #   libcst
     #   librt
@@ -1167,17 +1193,17 @@ setuptools==80.10.2 \
     #   versioneer
     #   websockets
     #   wrapt
+    #   yarl
     #   zipp
 setuptools==80.3.1 \
     --hash=sha256:31e2c58dbb67c99c289f51c16d899afedae292b978f8051efaf6262d8212f927 \
     --hash=sha256:ea8e00d7992054c4c592aeb892f6ad51fe1b4d90cc6947cc45c45717c40ec537
     # via psycopg-c
-setuptools==82.0.1 \
-    --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \
-    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+setuptools==83.0.0 \
+    --hash=sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
     # via
     #   propcache
     #   python-dateutil
     #   types-pymysql
     #   types-setuptools
-    #   yarl
diff --git a/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
index 13ffd932b11..cbf49c72792 100644
--- a/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
+++ b/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile -p 3.10 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --generate-hashes --output-file sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+#    uv pip compile -p 3.10 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --no-emit-package faiss-cpu --generate-hashes --output-file sdk/python/requirements/py3.10-minimal-sdist-requirements.txt
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
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+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -143,21 +143,22 @@ alabaster==1.0.0 \
     --hash=sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
     # via sphinx
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -166,40 +167,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 async-timeout==5.0.1 \
     --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
@@ -223,265 +225,245 @@ babel==2.18.0 \
     --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
     # via sphinx
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
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+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -612,13 +594,13 @@ cython==3.0.12 \
     --hash=sha256:feb86122a823937cc06e4c029d80ff69f082ebb0b959ab52a5af6cdd271c5dc3 \
     --hash=sha256:ff5c0b6a65b08117d0534941d404833d516dac422eee88c6b4fd55feb409a5ed
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -630,42 +612,42 @@ docutils==0.21.2 \
     --hash=sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f \
     --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -677,22 +659,9 @@ exceptiongroup==1.3.1 \
     # via
     #   anyio
     #   scikit-build-core
-faiss-cpu==1.14.3 \
-    --hash=sha256:0a5eb27184123c7ac1060c6b862978eabf0e30c1369ccf8bdb1497d35c06ad3d \
-    --hash=sha256:1d734cfa9ac90b6a5dfed3a27cb706d05f22824703dafc3969b4e2071877a31c \
-    --hash=sha256:20414d5c98fb6ab9eedfb3df79841865911c2d67b6efe829dc46adfeab6f51b1 \
-    --hash=sha256:54b0ea832be5bce75ef9abf1297fe4613d760bf7cfe7a963da040cb0314e8f58 \
-    --hash=sha256:8780b526c06e57aad90a8c4655dfba2ff1b3195bd600ff4499752fc45159c9fc \
-    --hash=sha256:a9369863290a3f0e033757e4c10577b6ef7431f1cede394dabd0a137e4e2ed45 \
-    --hash=sha256:b28ba083e8c02f2c9be03783402537fd3f00d27e68799c44bf88931500ee12ec \
-    --hash=sha256:cdcb90850cb4b7c27d270839b37bcc0dc8d1fb6a62d1e13053e51ac95061ca25 \
-    --hash=sha256:ea2340f675db59af8db6da4535b541ce6948d68a008989c656c292c7b0c77127 \
-    --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
-    --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
-    # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -700,9 +669,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 flit-core==3.12.0 \
     --hash=sha256:18f63100d6f94385c6ed57a72073443e1a71a4acb4339491615d0f16d6ff01b2 \
@@ -842,15 +811,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -860,9 +829,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -880,9 +849,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -890,9 +859,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -902,9 +871,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -962,143 +931,143 @@ googleapis-common-protos[grpc]==1.75.0 \
     #   google-api-core
     #   grpc-google-iam-v1
     #   grpcio-status
-greenlet==3.5.2 \
-    --hash=sha256:01e32e9d2b1714a2b06184cb3071ff2a2fd9bc7d065e39198ab21f7253dad421 \
-    --hash=sha256:0488ca77c94da5e09d1d9958f98b58cebba1b8fd9664c24898499133de927574 \
-    --hash=sha256:049827baab63dda8ab8ec5a6d07fc6eb0f418319cfc757fc8737a605e99ca1ad \
-    --hash=sha256:0629377725977252159de1ebd3c6e49c170a63856e585446797bb3d66d4d9c34 \
-    --hash=sha256:09201fa698768db245920b00fdc86ee3e73540f01ca6db162be9632642e1a473 \
-    --hash=sha256:0977af2df83136f81c1f76e76d4e2fe7d0dc56ea9c101a86af26a95190b9ca32 \
-    --hash=sha256:120b77c2a18ebf629c3a7886f68c6d01e065654844ad468f15bb93ace66f2094 \
-    --hash=sha256:1587ff8b58fdf806993ed1490a06ac19c22d47b219c68b30954380029045d8d4 \
-    --hash=sha256:1724499fc08388208408681c53c5062e9803c334e5a0bdaeb616228ba882aac8 \
-    --hash=sha256:1adc23c50f22b0f5979521909a8360ab4a3d3bef8b641ce633a04cf1b1c967ea \
-    --hash=sha256:1c31219badba285858ba8ed117f403dea7fafee6bade9a1991875aae530c3ceb \
-    --hash=sha256:1d554cd96841a68d464d75a3736f8e87408a7b02b1930a75fa32feb408ad62f8 \
-    --hash=sha256:1f052fff492c52fdfa99bd3b3c1389a53de37dae76a0562741417f0d018f02b3 \
-    --hash=sha256:24c59cb7db9d5c694cb8fd0c76eef8e456b2123afdfa7e4b8f2a67a0860d7682 \
-    --hash=sha256:26aed8d9503ca78889141a9739d71b383efea5f472a7c522b5410f7eb2a1b163 \
-    --hash=sha256:2c3b3311af72b3d3b03cc0f1ffd11f072e834be5d0444105cf715fc44434e39c \
-    --hash=sha256:2c6d6bfa4fdd7c39a0dbf112cdf28edbd19c517c810eefb6e4e71b0d55933a4c \
-    --hash=sha256:2debcd0ef9455b7d4879589903efc8e497d4b8fb8c0ae772309e44d1ca5e957f \
-    --hash=sha256:2ee6288f1933d698b4f098127ed17bda2910a75d2807915bd16294a972055d6c \
-    --hash=sha256:30252d191d6959df1d040b559a38fc017139606c5ecc2ad00416557c0355d742 \
-    --hash=sha256:36cfea2aa075d544617176b2e84450480f0797070ad8799a8c41ada2fe449d32 \
-    --hash=sha256:3be00501fb4a8c37f6b4b3c4773808ceb26ea65c7ea64fd5735d0f330b3786de \
-    --hash=sha256:3c2315045f9983e2e50d7e89d95405c21bddb8745f2da4487bc080ab3525f904 \
-    --hash=sha256:3c417cd6c593bbbef6f7aa31a79f37d3db7d18832fc56b694a2150130bde784e \
-    --hash=sha256:3dff6cd3aac35f6cd3fc23460105acf576f5faf6c378de0bc088bf37c913864a \
-    --hash=sha256:423167363c510a75b649f5cd58d873c29498ea03598b9e4b1c3b73e0f899f3d5 \
-    --hash=sha256:4e554809538bd4867f24421b43abde170f9c9b8192149b30df5e164bcac6124f \
-    --hash=sha256:537c5c4f30395020bb9f48f53146070e3b997c3c75da14011ab732aaa19ce3ef \
-    --hash=sha256:561dd919c02236a613fbf226791cbd77ee5002cbd5cb7e838869aa3ac7a71e16 \
-    --hash=sha256:5795e883e915333c0d5648faaa691857fbc7180136883edc377f50f0d509c2a8 \
-    --hash=sha256:5930d3946ecae99fa7fc0e3f3ae515426ad85058ebd9bfc6c00cca8016e6206b \
-    --hash=sha256:5eba55076d79e8a5176e6925295cfb901ebc95dae493342ede22230f75d8bee2 \
-    --hash=sha256:6d78b5c1c178dad90447f1b8452262709d3eef4c98f825569e74c9d0b2260ac9 \
-    --hash=sha256:6d9e19257794e28821c9ebd5e23f86d7c267cd9d390089374f068d2049f949e3 \
-    --hash=sha256:6e9e49d732ee92a189bb7035e293029244aeba648297a9b856dc733d17ca7f0d \
-    --hash=sha256:6f1e473c06ae8be00c9034c2bb10fa277b08a93287e3111c395b839f01d27e1f \
-    --hash=sha256:6f96ed6f4adc1066954ae95f45717657cb67468ef3b89e9a3632e14a625a8f39 \
-    --hash=sha256:711028c953cd6ce5dc01bbb5a1747e3ad6bd8b2f7ded73778bb936e8dab9e3b6 \
-    --hash=sha256:76dae33e97b52743a19210931ee3e78a88fe1438bc2fc4ee5e7512d289bfad4f \
-    --hash=sha256:7a7bfc200be40d04961d7e80e8337d726c0c1a50777e588123c3ed8ba731dcb9 \
-    --hash=sha256:7bb811753703739ad318112f16eccfaabdac050037b6d092debaa8b23566b4ce \
-    --hash=sha256:7fe6062b1f35534e1e8fb28dfed406cf4eeff3e0bca3a0d9f8ff69f20a4abb00 \
-    --hash=sha256:87359c23eb4e8f1b16da68faad29bf5aeb80e3628d7d8e4aa2e41c36879ddedd \
-    --hash=sha256:89da99ee8345b458ea2f16831dad31c88ddcdec454b48704d569a0b8fb28f146 \
-    --hash=sha256:9558cae989faeab6fbb425cd98a0cfa4190a47fba6443973fbee0a1eb0b0b6c3 \
-    --hash=sha256:98a52d6a50d4deaba304331d83ee3e10ebbdc1517fcca40b2715d1de4534065c \
-    --hash=sha256:9dc23f0e5ad76415457212a4b947d22ebe4dc80baf02adf7dd5647a90f38bb4e \
-    --hash=sha256:9df9daae96848508450011d0d86ed7c95f8829a354ce438284a77b24896fd1f8 \
-    --hash=sha256:9e194b996aa1b89d933cfe136e5eb39b22a8b72ba59d376ef39a55bca4dbf47f \
-    --hash=sha256:a0314aa832c94633355dc6f3ee54f195159533355a323f26926fc63b98b2ccbb \
-    --hash=sha256:a1759fa4f14c398508cf20dc8037de55cc23ae8bd14c185c2718257837195ca5 \
-    --hash=sha256:a1789a6244ea1ba61fd4386c9a6a31873e9b0234762103364be98ef87dcb19f3 \
-    --hash=sha256:a207023f1cf8695fd82580b8099c09c5809be18bc2282362cdfb965dd884a317 \
-    --hash=sha256:a2ddf9eddc617681108dd071b3feabf3f4a4cd64846254aec4d4ceda098b639a \
-    --hash=sha256:a3f76a94e2d6e1fee8f302265679d8cc47d71a203936dd03c6e2ace0f9cfd46d \
-    --hash=sha256:a850f6224088ef7dcc70f1a545cb6b3d119c35d6dca63b925b9f35da0635cdad \
-    --hash=sha256:a9476cbead736dc48ce89e3cd97acff95ecc48cbf21273603a438f9870c4a014 \
-    --hash=sha256:a96457a30384de52d9c5d2fd33abf6c1daae3db392cd556738f408b1a79a1cf0 \
-    --hash=sha256:b4ac902af825cbac8e9b2fccab8122236fd2ba6c8b71a080116d2c2ec72671b1 \
-    --hash=sha256:b4cad42662c796334c2d24607c411e3ed82481c1fb4e1e8ec3a5a8416060092e \
-    --hash=sha256:b9318cdeb9abdbfdd8bc8464ee4a06dffde2c7846e1def138365a6240ab2c9a5 \
-    --hash=sha256:bc18b8d33e6976804b9b792fe11cb3b1fee8b646e8a9e20bf521a429ddf73520 \
-    --hash=sha256:bf493b3c1c0a2324c49b0472e2280ba4665f3510d8115f6f807759a6163b15f7 \
-    --hash=sha256:c0ea4eb3de23f0bac1d75205e10ccfa9b418b17b01a2d7bf19e3b69dda08900a \
-    --hash=sha256:c1b906220d83c140361cdd12eef970fb5881a168b98ee58a43786426173da14c \
-    --hash=sha256:c1c1e5ad80f1f38ea479b83b39dccb20874cfe9ad5e52f87225fa294ba4d39a1 \
-    --hash=sha256:c674a1dd4fe41f6a93febe7ab366ceabf15080ea31a9307811c56dac5f435f73 \
-    --hash=sha256:ca92411942154023c65851e6077d8ca0d00f19de5fa80bb2c6f196ff6c920ba9 \
-    --hash=sha256:d7792398872f89466c6671d5d193537eff163ecf7fac78d82e6ddc25017fb4f5 \
-    --hash=sha256:db548d5ab6c2a8ead82c013f875090d79b5d7d2b67fc513934ce6cf66492ad7f \
-    --hash=sha256:dbebc038fcdda8f8f21cce985fd04e34e0f42007e7fc7ab7ad285caf77974b95 \
-    --hash=sha256:e063263ce9047878480d7e536012fc8b7c8e1922989eb5f03b9ab998a2ee7b7e \
-    --hash=sha256:e4af5d4961818ab651d09c1448a03b1ba2a1726a076266ebb62330bab9f3238c \
-    --hash=sha256:e976f9f6941f57d87a194c91868622c8b22a142a741d2fde31655c319133ade6 \
-    --hash=sha256:f41feb9f2b59e2e61ac9bea4e344ddd9396bf3cacb2583f73a3595ed7df6f8e7 \
-    --hash=sha256:f4d67c1684db3f9782c37ee4bade3f86f5a23a8fcf3f8359224106018ca40728 \
-    --hash=sha256:f9bbd6216c45a563c2a61e478e038b439d9f248bde44f775ea37d339da643af4 \
-    --hash=sha256:f9ed777c6891d8253e54468576f55e27f8fc1a662a664f946a191003574c0a74 \
-    --hash=sha256:feb721811d2754bfd16b48de151dd6b1f222c048e625151f2ca44cfdfd69f59c
+greenlet==3.5.4 \
+    --hash=sha256:0232ae1de90a8e07867bb127d7a6ba2301e859145489f25cda8a6096dabe1d20 \
+    --hash=sha256:07bd44616608d873d06735b63ef1a88191d6ca57c8d291d6559c71bc14c0893c \
+    --hash=sha256:08fc36de8442d5c3e95b044550dbea9bf144d31ec0cc58e36fb241cb6ef6a994 \
+    --hash=sha256:0fa53040b78b578120eecdc0265e3f1051487cc425d11a2b7c761daadf4feaa8 \
+    --hash=sha256:123aa379c962ed5fe90a880327e0c3066124ac64ec99e12a238be9fd8eb3db3d \
+    --hash=sha256:12cda9122e03341f1cb6b8207a19d7a9d375e52f1b4e9243918375f40fd7b4b9 \
+    --hash=sha256:13b980043cb1b3134e81ea469da1250ddcc6bfe6d245bbaa59168d9cdc8f228f \
+    --hash=sha256:178111881dd7a6c946471fda85485ec796e1043c2b939f694b096e2ecf986809 \
+    --hash=sha256:1833637f17d5e7472548a48575c394fe39f1b1890d676d162d86593610f44d8c \
+    --hash=sha256:188e4d142f243051d92a1f5c244a741da02dddc070a0620c842804d7b56d008c \
+    --hash=sha256:1e1a4a684b16c45ba324e60b32a4386a87722bcb815d2a149d2182f9b401ca72 \
+    --hash=sha256:1f17e362d78e37559e0506c5a7d066bdd45073c36a0127a543e8a0df27242ff3 \
+    --hash=sha256:24e61b88cb7e1b1d794b32a10cc346ac779681d6d74ff137a3e0a444d2bf1f02 \
+    --hash=sha256:27d3f00718634d4520a3a150154ac5da36f257869d41321953375b90bfbbc72c \
+    --hash=sha256:2a924f15d17957e252a810acefcb5942f5ca712298e8b6fcaed9a307d357522c \
+    --hash=sha256:2cdaadc3d31445a8f782bde3cd37e49a2c2a9c6da6daf76a3e34c683b271a3c7 \
+    --hash=sha256:2ffbc533e0eaf8e80d8471411646ab88fe58f641d508c0b02b24494479f4d9ec \
+    --hash=sha256:305f69e6c4523d7f6979ed001cff4e5853c063e5da04880296603aa0227e544c \
+    --hash=sha256:32802705c2c1ff25e8237b3bdacf2594fa02be80af8a66703eb7853ea7e68686 \
+    --hash=sha256:3529a8a933582ad19e224792cac7372489526576b75b4c124e8e4f29948f4861 \
+    --hash=sha256:39169a11d87a6a263afda3e9a27d1df16d0f919d40a4837cc73986c9884c0dd8 \
+    --hash=sha256:394de08dad5ffcb1f50c2159d93e398d9d2da3ed437645eaa54771fa720db9f0 \
+    --hash=sha256:3d66250e8b09f182ede05490998c818b5961f7a3640332d44c4927caec7bbfe4 \
+    --hash=sha256:3ef964f56dfcb6f9bbef2a190d9126795eac408716aeae47b5e7c73c32aafca9 \
+    --hash=sha256:41ddab54e4b238f4a6c323f39b4e59e176affd5a94d461a9fb7583dac74240a3 \
+    --hash=sha256:42afdc1ab5f66da8c586c32af9224a74a706b4f0ea0dc3a4188a0860a09c65c9 \
+    --hash=sha256:4ab9f0704bccf6d3b38e0d2130b7b33271cff11453690da074fa280c3aa8e8e7 \
+    --hash=sha256:57aa201b351f7c7c75627c60d29e4d5b97a07d37efeb62b903466fca42c097d7 \
+    --hash=sha256:58023945f421093de5e6fa108c0985a8659d43f49e0216da25099369a121bcbd \
+    --hash=sha256:60149df8f462d1b230038e6590c23c3b4768bb5d6c022b3b6e82532b34b0b8a3 \
+    --hash=sha256:60e0bc961d367df506660e9ac0177a76bc6d81305300704b0977d1634f76efe2 \
+    --hash=sha256:69173331fbc5d64bfac0065d7e22c39cfcd089e9b18d125bdcd5079363b09616 \
+    --hash=sha256:70bdfacdc183dac838b2a0aaff2dd6134a457c52fe68a9c6bbab435483d2b9df \
+    --hash=sha256:73b37afe369021423ea53dd3123e04bffa7e93ac64429b9f50835b2e4fcae7cf \
+    --hash=sha256:77d6ce04fed0d9aeed42e0f37923cc43eba9b027bdd9c34546bb4ccd143d0fe0 \
+    --hash=sha256:791fdfeeb9c6e0c7b10fa151bf110d2a6974866f13dcb5b1c7efae698245893a \
+    --hash=sha256:7c1303791d603080cac6fc3b34df51c3b75b723739c282c8029e48a0d241672f \
+    --hash=sha256:7e8afa5eac028f8140ceafe5ceec66e6aa127ddcb21452d2a564dcd2900b5f22 \
+    --hash=sha256:870d730fec833f5a06906a32596cc099b9161594642a92a520b7a88911c95356 \
+    --hash=sha256:89f3738167bab8c1084b94e23023d41d247117ac149fa0fbcb5bd4cf6262b353 \
+    --hash=sha256:91c26423753b92caf41ab3f98fd547d7374d4d9fc2d85be041886c1579d9255e \
+    --hash=sha256:9667862a2e38ad379f11b845daeda22c8989186def44f06962c9c4c05e556da7 \
+    --hash=sha256:99e8f8c4ebc4fd80aa26c1280ae9ad43a0976e786349703a181cf0bae60413e5 \
+    --hash=sha256:9c53ff01a5c53a40f2c16820ebc56d7c61a77f5fbe009dadd96292d5682f80f8 \
+    --hash=sha256:9f1467de1bb767f75db0aa34c195e3a496d8d1278c796e70c24ce205d3e99cde \
+    --hash=sha256:a2d614cb2372c7101a12ea8b96dd56f81c986d247c5a73db67063f3ed1ca4a52 \
+    --hash=sha256:ac5bf81d79d2c8eeb2ef6359b2e1687a1e9ebf46c2b1f970da9a9255df51d190 \
+    --hash=sha256:adf2244d7f69409925a8f22ed22cc5f93cdfe5c9dc87ff3476be2c2aaae61a05 \
+    --hash=sha256:ae53534b5dec0f4c2ec26f898f538dc8ea1ca3ef2927d597a9439e40a09da937 \
+    --hash=sha256:b3dabe3e2809013052c68bdf0b7fa5f5f2859c43a80803131ad61af9cabd7867 \
+    --hash=sha256:b7a5f095767c4493afcd06067f2bb3b8716e3f3f9e92b99c88e7e99f885b3d4d \
+    --hash=sha256:b7c895310363f310361e0fe2072af85269d2a2a285cd04c0c59e79a5e3670dcf \
+    --hash=sha256:bae2728e1897aa8df8cb1af38cd48b3a743aefe29372de7b8b7a9f532501e69f \
+    --hash=sha256:bd3d1145f603b2db19feb9078c2e6855eb7c67e15580c010ed815cee519b86fd \
+    --hash=sha256:c38c902a0986eba1f6e7ba1ab39ad5195926abde90f3fe080e08212db62176da \
+    --hash=sha256:c3fe76c2cac86b4f7a1e92865ac0a54384deb05c92986287c1a7110d9bd53071 \
+    --hash=sha256:c883d61f2282d72c767a14936641b3efcbde9d82f1080712aaea0b1d3126cb88 \
+    --hash=sha256:c90e930c9c192e5b3ee9fb8bcd920ea3926155e2e3ded39fc697323addecee17 \
+    --hash=sha256:ca5726c0b08ca35ae873557266a78b2c3f3b2b7d7401aa5ff886c2045dd0111c \
+    --hash=sha256:cbd60b5763c6543c1827e48faaf14ea9bfbad245f52b1a4d76a2a2d8884c6c66 \
+    --hash=sha256:cd320d998cbaa032932830448e39abf3c6a12901295e386e8114db926e10cffb \
+    --hash=sha256:cef589bc65fae02d10bca2ac341191c5b33acc2967892ebf4fcbd10eabb7a74c \
+    --hash=sha256:d83ae0e32d14957ab7170785a20f582635c8474deab1bfbb552b17e769a6ce25 \
+    --hash=sha256:d84d993f6e575c950d91a23c1345d18fe1a4310d447bf630849d7809196b52f0 \
+    --hash=sha256:d92df08dd65fede97fc37aad36c2e9dcda3b31c467f8e0c2c096456cb818e927 \
+    --hash=sha256:dc418cf4c873357964d6624445ed09472e50def990c65dd4e76fc3ba8cd9cef6 \
+    --hash=sha256:dfc41ae893d9ceaf22c824f2153a88b30651b20e8758c2cd9ac143f23640563c \
+    --hash=sha256:e849e6e139b9671adeac505f72fc05f4af7fd1921faef40295e214fc3b361b59 \
+    --hash=sha256:e883de250e299654b1f1680f72a1a9f9ba62c9bd1bce84099c90657349a8dfbb \
+    --hash=sha256:e9a5e3406e3ed8125ae1a3b37c12f3434e2b1f0fa053197c5557895b4fb09606 \
+    --hash=sha256:ec5ff0d1878df6af3bf9b638a5a92a7d5693291de77c91bff10fa48519c604ef \
+    --hash=sha256:ecca4d80d55a01ad6b23b33262662956149fbb7b2c6be2910f1705921958cbf3 \
+    --hash=sha256:ed17e5f3420360d5b459de8462efb52060399a5326a613d4cde31cef63ef95da \
+    --hash=sha256:ee032b91fd8ec29ec6c4cea2b8c561b178435134bd0752c7334b94e9c736c132 \
+    --hash=sha256:f00f910f0e7b35416c63b23ad78b769aeccfc1775f712b43c4ee525624a2eef7 \
+    --hash=sha256:f260930bbbbcf9caee661211235a5111c86dfe5832fdf6ae4570da1e0995320f \
+    --hash=sha256:f680e549edb3eaf21eea4e7fe101e15ec180c74b7879ab46adc080f22d4015d2 \
+    --hash=sha256:f88193799d43dbf8c8a806d6405c9c52fe2af40bf75072a606357b33cc336c7f \
+    --hash=sha256:f908898d6fa484ce4b6f447ce70ea99b52c503fee419e53cf74d60a16bc9e667
     # via feast (pyproject.toml)
 grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1113,17 +1082,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -1136,6 +1105,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hatch-fancy-pypi-readme==25.1.0 \
     --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \
@@ -1145,9 +1115,9 @@ hatch-vcs==0.4.0 \
     --hash=sha256:093810748fe01db0d451fabcf2c1ac2688caefd232d4ede967090b1c1b07d9f7 \
     --hash=sha256:b8a2b6bee54cf6f9fc93762db73890017ae59c9081d1038a41f16235ceaf8b2c
     # via feast (pyproject.toml)
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   feast (pyproject.toml)
     #   hatch-fancy-pypi-readme
@@ -1270,6 +1240,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1325,12 +1299,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1342,6 +1314,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1374,101 +1347,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1569,10 +1544,12 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
@@ -1847,51 +1824,52 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1966,6 +1944,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -2155,9 +2137,9 @@ pathspec==1.1.1 \
     #   hatchling
     #   mypy
     #   scikit-build-core
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
@@ -2292,25 +2274,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2360,57 +2340,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2424,9 +2397,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2448,6 +2421,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2574,9 +2548,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2602,12 +2574,10 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+    # via snowflake-connector-python
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
@@ -2630,9 +2600,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2871,13 +2841,13 @@ rpds-py==0.30.0 \
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2886,11 +2856,10 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
     #   setuptools-scm
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via hatch-vcs
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
@@ -2906,33 +2875,33 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -3026,13 +2995,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -3113,9 +3082,9 @@ tomli==2.4.1 \
     #   setuptools-scm
     #   sphinx
     #   vcs-versioning
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -3124,33 +3093,39 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
     --hash=sha256:c5132b4b61a829d11cfbd2d72e97f20a45ed6edb95e45c5efdeb5e00836b2745
     # via hatchling
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
 types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via feast (pyproject.toml)
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiobotocore
     #   aiohttp
@@ -3160,10 +3135,13 @@ typing-extensions==4.15.0 \
     #   exceptiongroup
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   multidict
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -3188,9 +3166,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -3201,17 +3179,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3264,9 +3242,9 @@ uvloop==0.22.1 \
     --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \
     --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42
     # via uvicorn
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 watchfiles==1.2.0 \
     --hash=sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9 \
@@ -3381,272 +3359,326 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
     --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
     # via importlib-metadata
 
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
+
 # The following packages were excluded from the output:
 # milvus-lite
 # pymilvus
+# faiss-cpu
diff --git a/sdk/python/requirements/py3.10-requirements.txt b/sdk/python/requirements/py3.10-requirements.txt
index f31a7da3787..ed4c78340eb 100644
--- a/sdk/python/requirements/py3.10-requirements.txt
+++ b/sdk/python/requirements/py3.10-requirements.txt
@@ -1,200 +1,165 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.10 --no-strip-extras pyproject.toml --generate-hashes --output-file sdk/python/requirements/py3.10-requirements.txt
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   starlette
     #   watchfiles
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via feast (pyproject.toml)
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via requests
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -207,9 +172,9 @@ colorama==0.4.6 \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
 dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
@@ -219,13 +184,13 @@ exceptiongroup==1.3.1 \
     --hash=sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219 \
     --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
     # via anyio
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via feast (pyproject.toml)
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via dask
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -303,97 +268,99 @@ jinja2==3.1.6 \
     --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -599,51 +566,52 @@ mmh3==5.2.1 \
     --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \
     --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b
     # via feast (pyproject.toml)
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -819,57 +787,50 @@ psutil==7.2.2 \
     --hash=sha256:eed63d3b4d62449571547b60578c5b2c4bcccc5387148db46e0c2313dad0ee00 \
     --hash=sha256:fd04ef36b4a6d599bbdb225dd1d3f51e00105f6d48a28f006da7f9822f2606d8
     # via feast (pyproject.toml)
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1017,9 +978,9 @@ python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
     # via uvicorn
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via pandas
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -1240,17 +1201,17 @@ toolz==1.1.0 \
     # via
     #   dask
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   anyio
     #   exceptiongroup
@@ -1270,23 +1231,23 @@ typing-inspection==0.4.2 \
     # via
     #   fastapi
     #   pydantic
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -1448,68 +1409,116 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
diff --git a/sdk/python/requirements/py3.11-ci-requirements.txt b/sdk/python/requirements/py3.11-ci-requirements.txt
index beba8ffb231..eb14d9ead37 100644
--- a/sdk/python/requirements/py3.11-ci-requirements.txt
+++ b/sdk/python/requirements/py3.11-ci-requirements.txt
@@ -4,140 +4,139 @@ accelerate==1.14.0 \
     --hash=sha256:41b9c4377a54e0b460a959b0defa1b736e4ca0a2373252d9a539964c2afe3c8d \
     --hash=sha256:e94390c2863b873be18f623f9df48a0d8fe5eff13ea7f1a00092b0a7904888c6
     # via docling-ibm-models
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
-    --hash=sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95 \
-    --hash=sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3 \
-    --hash=sha256:6fd35beba67c4183b09375c5fff9accb47524191a244a99f95fd4472f5402c2b \
-    --hash=sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444 \
-    --hash=sha256:73f05ea02013e02512c3bf42714f1208c57168c779cc6fe23516e4543089d0a6 \
-    --hash=sha256:764457a7be60825fb770a644852ff717bcbb5042f189f2bd16df61a81b3f6573 \
-    --hash=sha256:797457503c2d426bee06eef808d07b31ede30b65e054444e7de64cad0061b7af \
-    --hash=sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15 \
-    --hash=sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe \
-    --hash=sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2 \
-    --hash=sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496 \
-    --hash=sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876 \
-    --hash=sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817 \
-    --hash=sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448 \
-    --hash=sha256:8f6bb621e5863cfe8fe5ff5468002d200ec31f30f1280b259dc505b02595099e \
-    --hash=sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6 \
-    --hash=sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd \
-    --hash=sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f \
-    --hash=sha256:94da27378da0610e341c4d30de29a191672683cc82b8f9556e8f7c7212a020fe \
-    --hash=sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c \
-    --hash=sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca \
-    --hash=sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c \
-    --hash=sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa \
-    --hash=sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc \
-    --hash=sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0 \
-    --hash=sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0 \
-    --hash=sha256:aa00140699487bd435fde4342d85c94cb256b7cd3a5b9c3396c67f19922afda2 \
-    --hash=sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844 \
-    --hash=sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719 \
-    --hash=sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1 \
-    --hash=sha256:b238af795833d5731d049d82bc84b768ae6f8f97f0495963b3ed9935c5901cc3 \
-    --hash=sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178 \
-    --hash=sha256:b6feea921016eb3d4e04d65fc4e9ca402d1a3801f562aef94989f54694917af3 \
-    --hash=sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95 \
-    --hash=sha256:b821a1f7dedf7e37450654e620038ac3b2e81e8fa6ea269337e97101978ec730 \
-    --hash=sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842 \
-    --hash=sha256:bb33777ea21e8b7ecde0e6fc84f598be0a1192eab1a63bc746d75aa75d38e7bd \
-    --hash=sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d \
-    --hash=sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96 \
-    --hash=sha256:bedb0cd073cc2dc035e30aeb99444389d3cd2113afe4ef9fcd23d439f5bade85 \
-    --hash=sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1 \
-    --hash=sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199 \
-    --hash=sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a \
-    --hash=sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588 \
-    --hash=sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec \
-    --hash=sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004 \
-    --hash=sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480 \
-    --hash=sha256:d3b1a184a9a8f548a6b73f1e26b96b052193e4b3175ed7342aaf1151a1f00a04 \
-    --hash=sha256:d44ec478e713ee7f29b439f7eb8dc2b9d4079e11ae114d2c2ac3d5daf30516c8 \
-    --hash=sha256:d9d4e294455b23a68c9b8f042d0e8e377a265bcb15332753695f6e5b6819e0ce \
-    --hash=sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087 \
-    --hash=sha256:e4e5e0ae56914ecdbf446493addefc0159053dd53962cef37d7839f37f73d505 \
-    --hash=sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780 \
-    --hash=sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4 \
-    --hash=sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d \
-    --hash=sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca \
-    --hash=sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665 \
-    --hash=sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296 \
-    --hash=sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c \
-    --hash=sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a \
-    --hash=sha256:f7a16ef45b081454ef844502d87a848876c490c4cb5c650c230f6ec79ed2c1e7 \
-    --hash=sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451 \
-    --hash=sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3
+aiohttp==3.14.3 \
+    --hash=sha256:03cd2bde3d7f085b64e549c985f4bb928cad7e8ecf5323bfca320db548d81b39 \
+    --hash=sha256:041badb8f84396357c4d3ad26de6afd7a32b112f43d3c63045c0c8278cfd2043 \
+    --hash=sha256:0a5ff2dfbb9ce645fa5b8ef3e02c6c0b9cc3f6030ff863d0c51fffc50cb5541b \
+    --hash=sha256:0fdea2281997af69da84c77ffa6f5938a0285f21fb3887c249d67419ca865b3d \
+    --hash=sha256:11fb37ef075669eee52ab1928fbf6e1741fada40409fa309ebde9607a962aebf \
+    --hash=sha256:134ac5ddcf61c6fad984b9a5727d83492ada43d63471db20fb73042c13fca62f \
+    --hash=sha256:152516815ef926786a0b6ae2b8f1fd2e0c71582dee0b435636865316fd4891b7 \
+    --hash=sha256:1576145bdceeb92382d899751e12743a3a5b8e460a841e3e50543859e54864dc \
+    --hash=sha256:16100ad3ab8d649fdfbee87602d9d2dcdca9df0b9eda8a1b5fdc0d41f96da559 \
+    --hash=sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f \
+    --hash=sha256:18c441d0a8fca6de8d1f546849b9f0ab20d435993e2c5b59562b2fae6be2f929 \
+    --hash=sha256:18cb43369747b2ae007bd2655fb8e63a099c2ff1d207962943636dac989b3147 \
+    --hash=sha256:1b59533861b70a2185c8f4f350f791f39d64358ef6944ce71c5240c9ec0982c9 \
+    --hash=sha256:1c5281acc88b92396f88c7e1e2748f8466689df22b80170e4f51efa712fb47a8 \
+    --hash=sha256:1c5ec8fb1bcc31a8466f74aaf26c345d5c386fa4bd08a3f0eb9c7a4a3fe8b5bf \
+    --hash=sha256:1caa7b0d05f3e3a36f87788c59e970a7ee1cefcfcbb924a9f138c4a6551c9cb7 \
+    --hash=sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8 \
+    --hash=sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85 \
+    --hash=sha256:25bd2708db6bdf6a6630dd37bdcdfcb47c4434d22ac69c64665b802910140b30 \
+    --hash=sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553 \
+    --hash=sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7 \
+    --hash=sha256:2e9878ae68e4a5f1c0abe4dd497dbc3d51946f5837b56759e2a02e78fa90ef86 \
+    --hash=sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e \
+    --hash=sha256:33a2d7c28d33797a2e99923dffa63f83d908a19b6bf26cfe80fa790aa5e1a75a \
+    --hash=sha256:362a3fd481769cac1a824514bcd86fda51c65e8fe6e051099e008fddde6db17c \
+    --hash=sha256:38901a84da3ce22249f6e860bf8f90d141bcab7da090cc398f8bb58c0e44b7da \
+    --hash=sha256:39aded8c7f3b935b54aab1d8d73c70ec0ee2d3ec3b943e0e86611bc150ba47f5 \
+    --hash=sha256:3a26434dafe408229ff3403458ca58de24fb51936504decac49ce6755f77e59d \
+    --hash=sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100 \
+    --hash=sha256:3d4f72af88ac2474bb5bca640030320e3d38a0163a1d7533500e87be458eef71 \
+    --hash=sha256:3f42e9b78301f11c8f861746175d8b9c1ccef713fcad9eab396e2f6db8ed4a22 \
+    --hash=sha256:42a67efc36300d052fb4508a53e8b6901b9284b599ae63945c377569c5fcc1e1 \
+    --hash=sha256:48d67b87db6279c044760787eb01f6413032c2e6f3ba1cafaa492b1c8e578479 \
+    --hash=sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb \
+    --hash=sha256:49f7325beb0f85ef4aef5f48f490269575f83e6e2acad00a1d80b807eb027062 \
+    --hash=sha256:4e3ac92d90e92773b2362d506068e9a948192bd553e743c5b2429e28527c8661 \
+    --hash=sha256:530125ee1163c4219af35dc3aa1206e541e7b31b6efc1a3f93b70a136f65d427 \
+    --hash=sha256:5373dc80ad1aa2fb9ad95c83f24eef418bbda3a61375f128e5b0192e4f3f9b32 \
+    --hash=sha256:53e5179d8abb5710f8e83ba207c41c8d1261fcffd4616500e15ca2b7a33be10a \
+    --hash=sha256:53e7b4ce82b54a8bcc71b3b67a5cbd177ca1d7f592cbc92cd38b7349f73482db \
+    --hash=sha256:543906c127fb1d929b95076db19b83fa2d46751006ff1e23b093aa5ac4d8db42 \
+    --hash=sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a \
+    --hash=sha256:55bdcc472aafe2de4a253045cc128007a64f1e0264fb675791e132ea5edaa3bd \
+    --hash=sha256:56f355e79f71aef2a85c80305cc915f894b170dba76de5fe84f6351939b83c06 \
+    --hash=sha256:5895ef58c4620afe02fa16044f023dc4dafec08158f9d08874a46a7dbc0341b8 \
+    --hash=sha256:5bcb6ff3fdab1258a192679ff1a05d44f59626430aa05cd1a9d2447423599228 \
+    --hash=sha256:5f08ec777f35ee70720233b8b9811d3bb5d728137f30ac91b7457709c3261ac0 \
+    --hash=sha256:614c61d478b83953e261d02bb2df750f17227cd33ef8002945bf5aebbde21919 \
+    --hash=sha256:617105e2c3018ee38d0c8ce5ee3c84f621a6d8b9f723202aacaff28449ca91ee \
+    --hash=sha256:6debfa7312ff9d4c124dc71d72e9a0a4b9e0879e48ba6fcb42bef5c3300289e2 \
+    --hash=sha256:7041d52c3a7fa20c9e8c182b534704abb19502c8bdcbde7ab23bfda6f642394f \
+    --hash=sha256:70c987b27534f9ae1a723f47ae921571d616da21d3208282bf4c52af5164ac43 \
+    --hash=sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098 \
+    --hash=sha256:78253b573e6ffab5028924fc98bc281aae05445969982a10864bc360dea2016c \
+    --hash=sha256:7a75aa63cbf9b21cfaf60dc2657e19df2c2867d91707d653fee171ffeedd1371 \
+    --hash=sha256:8800c996b01c2772a783e3e46f3e1abd5823029adca0df54231960de9bfefa5b \
+    --hash=sha256:89176250f686cb9853c0fb7ead90e639e915b84a6f43eedc2a4e7ec21f1037f0 \
+    --hash=sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100 \
+    --hash=sha256:8f2f1c4c032c7cedd7d8da6f54c97b70266c6570c3108d3fdffee7188bb70529 \
+    --hash=sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc \
+    --hash=sha256:9aa6e61fdf20105c4144e755bd586008ff450791d67b1c8146fdc15959c4d51c \
+    --hash=sha256:9d9edccfe496b476db5f398d97b865e9a6752bcf8aec4eef8390ce20fb64bb41 \
+    --hash=sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716 \
+    --hash=sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33 \
+    --hash=sha256:a3a8296e7ab5c295f53f1041487cb088e1480775aafbf7fe545d93b770a0f96f \
+    --hash=sha256:a3e22975f905b89a55a488c2a08f2fdb2186175349e917d48985cc468a3d4c6e \
+    --hash=sha256:a4af35c443e0b1a1bd6a8af3f3485d7fda15c142751a00f3ff8090f0b93346fa \
+    --hash=sha256:a94dbaae5ae27bd849c93570669bff91e0510f33a80805738e3de72a7be0447b \
+    --hash=sha256:ac74facc01463f138b0da5580329cfcc82818dea5656e83ddcd11268fc12ff80 \
+    --hash=sha256:ad4c8b7488d745d2ca4838ebd8ae5ba9b56341d30b1da43640e4ce87f9f49646 \
+    --hash=sha256:b014a6ed7cf912e787149fdc529166d3ceabac23f26efeea3158c9aba2354e7e \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b \
+    --hash=sha256:b2466434105a4e03113c36ec775cc2ebe6676b62eae326fa670bb607ef788c1c \
+    --hash=sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963 \
+    --hash=sha256:ba59d59aba08ac02fc03b0c8983ccd5ee39a199d0552ce9e6d2b4845b34d59ae \
+    --hash=sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25 \
+    --hash=sha256:bdd0e2834dce1a26c1bbe26464861e16bbe217042cbff619247c11594472518c \
+    --hash=sha256:c23ec8ee9d5ab2f5421f9c7fffce208435607af27fd46d4a44e031954352838f \
+    --hash=sha256:c39846c3aad97a8530c89d7a3869a8f8e9e3762c6ac0504481e5c80948f7e807 \
+    --hash=sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a \
+    --hash=sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f \
+    --hash=sha256:c8653fd547c93a61aadc612007790f5555cdd18946fa48cf45e26d8ea4ea473d \
+    --hash=sha256:cc7cb243a68167172f48c1fd43cee91ec4b1d40cefd190edd43369d1a6bc9c82 \
+    --hash=sha256:ccd4893707b3e2a13e39c90d43cf80edf2e4d0457935bcc103bf2346214c3f15 \
+    --hash=sha256:cd817772b2fcf2b8c0905795318485f9ec16eae60b29feb7f4c77085311637f0 \
+    --hash=sha256:cda5fd5c95ad7a125a2e8464acc78b98b94c475a3780d6aa0aa157c93f470f4d \
+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   aiohttp-cors
     #   fsspec
     #   kubernetes
-    #   mlflow
     #   ray
 aiohttp-cors==0.8.1 \
     --hash=sha256:3180cf304c5c712d626b9162b195b1db7ddf976a2a25172b35bb2448b890a80d \
@@ -155,28 +154,29 @@ alabaster==0.7.16 \
     --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \
     --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92
     # via sphinx
-alembic==1.18.4 \
-    --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \
-    --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc \
+    --hash=sha256:1554982221dd17e9a749b53902407578eb305e453f71999e8c7f0a48389fff8e
     # via mlflow
 altair==4.2.2 \
     --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \
     --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87
     # via great-expectations
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   elasticsearch
     #   httpx
+    #   httpx2
     #   jupyter-server
     #   mcp
     #   sse-starlette
@@ -231,9 +231,9 @@ asn1crypto==1.5.1 \
 assertpy==1.1 \
     --hash=sha256:acc64329934ad71a3221de185517a43af33e373bb44dc05b5a9b174394ef4833
     # via feast (pyproject.toml)
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+asttokens==3.0.2 \
+    --hash=sha256:3ecdbd8f2cc195f53ccada3a613538bb5f9ef6f6869129f13e03c30a677b8fe2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
     # via stack-data
 async-lru==2.3.0 \
     --hash=sha256:89bdb258a0140d7313cf8f4031d816a042202faa61d0ab310a0a538baa1c24b6 \
@@ -281,6 +281,94 @@ babel==2.18.0 \
     # via
     #   jupyterlab-server
     #   sphinx
+backports-zstd==1.6.0 \
+    --hash=sha256:0308990ffc998df3c7ed35276bde049728b5c3956203cae40d80893576a41459 \
+    --hash=sha256:03b7c59c71f7a597e2bcb3f8368371e9a660a1bdf1c37afc1f1ad1496a013c19 \
+    --hash=sha256:0466b14723f3b7697669c00ee66fe16e30e25636b286b0a923fa86fa3d8a753c \
+    --hash=sha256:068ef3d8c18815a2e3a752f766313e19910e7c50939b956923748d9c04ebcb1b \
+    --hash=sha256:08793876172551a930ce4d65c712cd516184d1a97070d4a1193e05bf0cf7040d \
+    --hash=sha256:0eb4281f402b94d397b7482f6d9efd04c28274e4ed6eb57eb1f87bdd091a6a87 \
+    --hash=sha256:10b61850c4112952e05aa6e6cce8c9a5936fbeadb321e154216705cc76a14afa \
+    --hash=sha256:15b1aae0f64cd742df4bba1d989d0a09a6ec619202543fdba684640454541fd3 \
+    --hash=sha256:17efb3d11137de5166dd51eedab9c36ad633402acba386eee8d715213ea47e49 \
+    --hash=sha256:1a99710fbb225d459d66def4dc2bb2cd4a9a0bdc8b799fc0621cfdd863be9c93 \
+    --hash=sha256:1d146926e997d2d3de8212bdcbf4985344a2622ca3bec458d8908000a84fd883 \
+    --hash=sha256:1e20b3ecd0a711be82e964aca28554eabbc31ee69a20e5e7b8fd42268af46212 \
+    --hash=sha256:23a793f2fed4dbf0517319759a2cded0b0dd8e8d3797fe30badd5693e320c175 \
+    --hash=sha256:25b5ddc789480072551af571a746e9500356b2aff0499861cf2ca07ea7431e68 \
+    --hash=sha256:28eef3881164f3c23ce58ed59e4684103bdd279583eb2d299858c9e9b72fde9a \
+    --hash=sha256:28fecd73459d74910ae1987ab84b7bef690d3dd860948430dd5555108b006daf \
+    --hash=sha256:2914abea516704bdafb2090acd3f15b5f9debecfabd15b8dd8285b2ad3b92209 \
+    --hash=sha256:2ace939e4d620e119423606f2d3d7115f8707733bf57f279ad9a9383f875986f \
+    --hash=sha256:2ba9ac10fc393e5123a08802e0e895a107cb4a66b9973d2844dbd8a343111e59 \
+    --hash=sha256:2ddab55a5f54dec8acfad68ef70f1c704fd21919990ddc238afbd6f496e61c6a \
+    --hash=sha256:2f723219335387d7546412d8141e0303590600949b4184a1391a0c6a3c756058 \
+    --hash=sha256:30576f49b82328ec8af16c11100efe52ca88526f71bbe100ef6b4e707dc13bf2 \
+    --hash=sha256:32f04d54ec1fdf3aa648b24a10b1c9234ed2046cc4af7a8850cbc236c05d42f3 \
+    --hash=sha256:3b6713371f8987a1178df93cb36f29eef191f224021e2d656b2f11ce60d26816 \
+    --hash=sha256:3e689af303df287142770abe3a48bbefd24dab4a09da5807d0e1fa8c75bab026 \
+    --hash=sha256:460fd6b3f338c659507ae36cfd6b58ac9942a2ff233c5cf574416dfec0451a84 \
+    --hash=sha256:481a1e9bd8f419fdc625307aa20234687f99368c75df511ef589693c5fea4c6f \
+    --hash=sha256:4b6c8b02ab0ccb2431bb7bc238be91d158b308915e7b07937388e540466fe7e7 \
+    --hash=sha256:4c68a9ed2df0cca51d774c521e68a34d2e3d9ebfc687ef8096adfd4f345b551d \
+    --hash=sha256:5918fc6b31437208721276964323933cd86077b8d5b469c59c1b3fd2c8220a05 \
+    --hash=sha256:5e9a8370c8ed873083d5de956d6b2e60adbad31e52d7a11111c96ef01d1910ae \
+    --hash=sha256:6430b34a2ae6fcc604672f4f913102563473d9a015bdca1ce8c95041cc1f2677 \
+    --hash=sha256:64b94d7a836568926a3309ff510c7f8261b881b341fd4992cabf4f0998878f8a \
+    --hash=sha256:65048ed08c5124f05ff9f355ab9703014bb2dbe7f8d9948ce193685b1775f442 \
+    --hash=sha256:66cf8038893c7708ec345ffb3ac63c775d10f430f323ac2f0334fdb6a397c57c \
+    --hash=sha256:6c73ae37dbf9207727ac095dedef864c05d836eaec962a47b3b64eaadaf1c6b6 \
+    --hash=sha256:711e6b98f8924e8b4a61ff97ab6321f33de024e1ed6a32f5123763aeda8459be \
+    --hash=sha256:7293fefe15f0e5852bdb4ad1e0e26f3cbd4d3e61c19f751ecc4ff34bc1eb237d \
+    --hash=sha256:73000459db113a658c4fb0510100ef0e79137b5828bf957b7709aacae4eb1b87 \
+    --hash=sha256:75578c71644b031118ce938855a53530708db7f4af6e83e2f8840d5a1de990f8 \
+    --hash=sha256:7741e44f7938ec94f9a52678c8d19b7bc548522ffdc39c9e4481af8db545fa9a \
+    --hash=sha256:79284c1dd702f4f24ed1a36e51555c907dd237b6c0d829595978f4089a2aeea9 \
+    --hash=sha256:7c2b1f4a640c51130caa92cef5bf72bd3c3dbbcfbf814c37403aa0601b1811b0 \
+    --hash=sha256:7d3f64c503af7b60115b97c16feaf75bd191ef2c978d5c0c7725a6682bef63c5 \
+    --hash=sha256:80a7859ffe70bf239d7a2ce15293bdeb5b4280ff7dc326ffab312b0e254dbb24 \
+    --hash=sha256:8219d6fceae6b39535c4ac323dba0923d10f781d59962ff3504e693fdcafa92c \
+    --hash=sha256:83391ef5935cc0f329b1abca414ae20ffe40d335fc21a4b5e664f08a74317d5f \
+    --hash=sha256:83415af3c64550a56cc20b4cce59bbaa81f21d28466d7adf98feff011ecbc66d \
+    --hash=sha256:839faf90a7eb525a401978dc925df8c44bd12526e8ba1529b9f8a7106e729637 \
+    --hash=sha256:84f92e5a60a78c72ccda79d0417d311a1f6da18f446423ed411726d545bf7b56 \
+    --hash=sha256:8872a0e9f1af975966b5be6af7eebd3dc4046f15e470b719316516dc3d137cd6 \
+    --hash=sha256:8c298785e2fadeab82342040f2d9ce764ce500e6da6a6d99a2de514e63580b5a \
+    --hash=sha256:97e8a9674652496c7612b528085dd5a296c052a2edc466ca1bfb7b0b27820413 \
+    --hash=sha256:994167ff6551b9c1ce226e0aab16295b98c94507b5701aa60d2c32b7d50796b1 \
+    --hash=sha256:9cb75e33131946fabd6319061df3b8b1d588fe0963183280e9b5f49f7772fc09 \
+    --hash=sha256:a13cfa3410a75e4cb87abdb669aaf79da861cb79299159054ff8f77b9671bc40 \
+    --hash=sha256:a3c17e6a267d13de9cbf14bf2ebfa87e03d26692456fc67d2dbed9da4f479b18 \
+    --hash=sha256:a4ae7ed5a6d813450cc2d818284ea3db9721edcef50a56aae42ea06feec38c6e \
+    --hash=sha256:a838296f5b84c920172fb579cac894d255c1fc25457c7234613ddcfa385e49b7 \
+    --hash=sha256:ab70eace272d6f122b121c057e436709b50a28abf30d97aab28433c08f4a4095 \
+    --hash=sha256:ae106fe16e36efc60ab098d02478d30aa0e31e1420eb4ecf0116459253bc6361 \
+    --hash=sha256:aeef8563b82ed4af328f98e5041c1b4800d86f68f857ffd1577d4d47dc9aa6cd \
+    --hash=sha256:b067b1ef9c8e41fb0882c828aa37829938b5c0dab067eca72b23fc24c563b9da \
+    --hash=sha256:b0ddbcd2866b8ff1a2836e4b0e4d44788f5b992d83fac75a38cda8f9a2bee079 \
+    --hash=sha256:b4bddfcfb6679215d6f4dc5f79a1f9301af339480d70527a14b57a1f2e6b6cbf \
+    --hash=sha256:b7bc9a0b66097f03820a54316d2fdd0beb38859cf98f10d63e94c55450ed8920 \
+    --hash=sha256:b81b4cf3d6e0ad7ac92bef248f49fafc954262c5fb0f7e19d6aac497e5a856b2 \
+    --hash=sha256:b951113113ed4b8d173418a4f155c14b739dace626b3fa3f82be1831958d39e4 \
+    --hash=sha256:beb43e9885202c8d4f3762319ed4d5e98e197622afbff8439fbbdd81d08938b9 \
+    --hash=sha256:c14fa5dc39a804f1b92d63506f450eca5c59647a18d197d1a564b89dac1be1ce \
+    --hash=sha256:c2d1ccfe088e8279d605011a3575619a74526c261be357695b3258c0f636115a \
+    --hash=sha256:c4fc41b2df5529cad5ceb230319e82728096d4b353ce8d4df68a2ec37e291bb8 \
+    --hash=sha256:d6b9b06323e3ba947c0003b2d70e02f33c90c36bc6262a92eb8201afc4a1aa08 \
+    --hash=sha256:d6e78d5e28f812b39f92397806ecddd4a6f3bf35531a8c039a1f187abc931af8 \
+    --hash=sha256:dd085eafa2aac6f883afd28210a3231f717f25409a1e44a39bb7b04c8c5b5646 \
+    --hash=sha256:df27b57d214a3124fbe4e933ef5a903d4567f154260d9aece8c797a987f2a205 \
+    --hash=sha256:e39258a09b1c7ca70b5e94a5c5ccfe4700b4250b8077cfeab31d0f79565d4c9b \
+    --hash=sha256:e514c71ca72f3b56bd8fbda1a6a5b7d1100a2764b42a3c74a38841f25f9b00ab \
+    --hash=sha256:e73a550dbeb84e8fa50f8385f7735e9a4735b465851ef617d02f80ab10e44e7e \
+    --hash=sha256:e80bceebc9b58e959bede9b26cafe15b5b9526f3533a6dd06330c5da73cb9329 \
+    --hash=sha256:ece8e7288db5b827ef8c64b2f78519f1a173a8991a625978fce02eccd7654fe9 \
+    --hash=sha256:ef132cfb638e9a86bd5dc07fb4e1cb895bc55bce6bb5e759366e8b160d0747e2 \
+    --hash=sha256:f69365ee2b836939137de024a302395a1cb8654fb6dc5ffef6381105259c8f87 \
+    --hash=sha256:f8f5c1c7c69a4b00889e52d9304a918a5b49010f9645768eb5fd0ad404f790ba \
+    --hash=sha256:fa305a84087e10d7a85e8a8a3dcba8cdbda4868f2180173b264b7b488fd37c55 \
+    --hash=sha256:fbb746522ebfc11155f1cd688e2c48ef3d74125e38b63eabdaab068a055c3e88
+    # via clickhouse-connect
 bcrypt==5.0.0 \
     --hash=sha256:046ad6db88edb3c5ece4369af997938fb1c19d6a699b9c1b27b0db432faae4c4 \
     --hash=sha256:0c418ca99fd47e9c59a301744d63328f17798b5947b0f791e9af3c1c499c2d0a \
@@ -352,9 +440,9 @@ beautifulsoup4==4.15.0 \
     # via
     #   docling
     #   nbconvert
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
 bleach[css]==6.4.0 \
     --hash=sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452 \
@@ -364,16 +452,16 @@ blinker==1.9.0 \
     --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
     # via flask
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   moto
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
@@ -395,37 +483,37 @@ cachetools==6.2.6 \
     #   mlflow-tracing
     #   pyiceberg
     #   pymilvus
-cassandra-driver==3.30.0 \
-    --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \
-    --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \
-    --hash=sha256:136b46437b9902673264e101cdaab309d3e40607bff34430bda86b785badc6e4 \
-    --hash=sha256:137498e2a9b6f578d1902e1af8a988e50b8fe134c76a176f1b8a774e906bc66c \
-    --hash=sha256:17fb53587c9fc6a27b5c4a89b4f3d9169be43fc572d6f3f67494aa74708be936 \
-    --hash=sha256:1d64cbdce764c33e284d339b9a749736d68971edf8b537888f2d13c4b0d1313f \
-    --hash=sha256:212af4d8ff934c30538f4bdf7da61f14dc9a30349f6cac2161c8125e56fad928 \
-    --hash=sha256:2637644eac9274e46b0c2a7f729158bdf8582b6842dc48e18297211dd3ee1fec \
-    --hash=sha256:289e86c81be2543cb9055600c0819850db921e6e138a84e5c88ec160662c7207 \
-    --hash=sha256:2a0679ebcfdcecb3763c690b5bc6a517e0c0803f7bc88e0a6c793e5e421b558a \
-    --hash=sha256:385134eba72f048707cd800de0a61cf3c23246113edffe9bc6bc2eb86282d26b \
-    --hash=sha256:5c6cbb396ad6fe456efc799d3b8b6bda360ffc06552c5be2ce1a88ac381a305c \
-    --hash=sha256:61d7eeb17d8f76d5b4a9b1239145250f2a9f7bf949c30e2cc36196b5a0523ce1 \
-    --hash=sha256:6a5c8982f2b9eb4e789fc12cdd930b1e1511b6d046dde31d0703f855745556a3 \
-    --hash=sha256:6d449f49ce866ac20a1c3d80b1f9245ecdfd1e67b843dccd3d6eccdfe519c02e \
-    --hash=sha256:7e4cfd6ec3023576ed0ffa34882d9778e4bacfd918048ae9139ccdd00628ed85 \
-    --hash=sha256:83a9148d408a3dbb48ea1802d643d60fa53cd69dc7b9a244511ecf5b917e4f53 \
-    --hash=sha256:8c4acd28791854c23ca68be50a7a750c9413ba80fec0ca5c27c2be05f6f3fe0a \
-    --hash=sha256:8d5e3575ec01d8c043b56ff25de6f61ff4c9ed5cb3ea4c3d9df98def71ba710c \
-    --hash=sha256:923a6e1c3fa5f98f846a028b1a7207ec9e7d8cfa54ea47a507d41122efa2f54f \
-    --hash=sha256:c1b4aa6c7706dec839134adb6a2094d90c5f6f35efa08028ed6aae6e67c8643e \
-    --hash=sha256:c64e20bf46b49f8ef64569208d4a395b0928c27d5960559922a2d13471924d0d \
-    --hash=sha256:d2f9e00127f70dff42d4ef932df8a6b81170c2861d4e75c8b13f4b4816b4450c \
-    --hash=sha256:d73c0429813045ba86b92fc033fbcfd495aa10e9d4a40fe30b6e9dfe8b5d3ab4 \
-    --hash=sha256:e12dfcd3f0074c16f4bfe650242edb406b935864373ae86160e09e3f5e437e84 \
-    --hash=sha256:ff2e9fbdc1be54c1d041ea3f7d09812442f334be14bb5ad7aede175544765d25
+cassandra-driver==3.30.1 \
+    --hash=sha256:0c6a3e1428f7c6a9aa6c944b9c47a37cd2cdbeb5b5a82d42c33afdd56f14e398 \
+    --hash=sha256:0ea769cf9925206b8458db10477b78699660fbdaed7262157e43b8f21817f838 \
+    --hash=sha256:187bd1457e414bc019a0635603ea0001baada914942198ed23993198e44dec74 \
+    --hash=sha256:222c704c72a5880cfe9c89f04b375d03d1152dbdb6ec8c25a325267b8bc2ca4e \
+    --hash=sha256:30686850b9e0d0d8326ee07219113170b4e1d041e4d1434521a2f342c471108e \
+    --hash=sha256:3c32513a2f2c6832d4fe3464e11be59dc21096dba296b18ec3454bc8354a78ba \
+    --hash=sha256:3cb90ec9ac9d44cbfe17f1e9cb643dbc5f401e62980835aa6669a2fd5792863b \
+    --hash=sha256:546ad047abf96a6d7922d057010b4cfb22e9d473db7b907956bc7c6a8029f7d9 \
+    --hash=sha256:61bf2ded460fb0d2e909b70c9d193588b71148540bd85e29fe6954e00bb1a869 \
+    --hash=sha256:6c5ae0218e52944f92ddde07a03cfa941fa4a10097d501a18cfa1b525c92d013 \
+    --hash=sha256:71f3ccc8c60f41c83306c60704f7b1ee1a8ccd312aae286bf75d318aa47d0e71 \
+    --hash=sha256:799af594364475656d9eea69606713fbaa98b10da82cc6d90286322477c72828 \
+    --hash=sha256:80df7b705f71e1a6dae77aaea682cbe45fdd74b962cfcc6c6b0c05195f48b7c2 \
+    --hash=sha256:84b2cc578f542332b678fc3fcc801c6ef8110a377d3fd38c27eab5ec5f2d2b79 \
+    --hash=sha256:87822d6cce2c586aa72733a9dd1858276cee795834f7ad949c783bf19cf7a3a7 \
+    --hash=sha256:8f43abccb5b5a761582e4ba6d44a7ef4274b61b0bd3f8e3159af40ca2c10c0fa \
+    --hash=sha256:921403aa76c66d78d00c4a3dff542f989fa584b7450e3cb1dd2c267b4a5a55f0 \
+    --hash=sha256:9b54f7c6cbb1d9bb6a8b9f8ab6034e6f761527e97af0603aa1e9635720df03a0 \
+    --hash=sha256:9ff317f79b09eba52a44d46d8c4773e47533dfdd8b9ba4984268dc4a1fe5206e \
+    --hash=sha256:ab853bd2806899c5612c3e4ac2a355a7811084d06692e4460255e3b0a4fa556a \
+    --hash=sha256:af5c6f5d7d5a86725b908aba12d9554df60234c15bfe053a8175b15db791ada8 \
+    --hash=sha256:c0995dccff3df739a1df6e10da9f3fc95bbbc8b38bacc4cfb6172655f8351cba \
+    --hash=sha256:e10784b4f7d77332dc1a5c72855977a0d797160fd8ba50785414caed07fce95b \
+    --hash=sha256:e43d873de5f8dadf4c8dcc4fab87d66a8495137e844ae3c184fbc90a54c05bc0 \
+    --hash=sha256:eba7931a615207aab84ebaa000330024f1c614aa86ca58d119556edd338883ce \
+    --hash=sha256:ec04eebfadc74039b1f7df84356a822539992c7dc0b013fedbb5a33d9295af86
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   clickhouse-connect
     #   docling
@@ -436,91 +524,107 @@ certifi==2026.6.17 \
     #   minio
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   argon2-cffi-bindings
@@ -530,142 +634,106 @@ cfgv==3.5.0 \
     --hash=sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0 \
     --hash=sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132
     # via pre-commit
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -678,67 +746,67 @@ click==8.4.1 \
     #   ray
     #   typer
     #   uvicorn
-clickhouse-connect==1.3.0 \
-    --hash=sha256:016cdfe4c17d898044f618963d11cc9604e98b239e269b5e69dcabcf2625ace9 \
-    --hash=sha256:059f0ef645734cd5425b6af3bdac87c57f93e9c0dd1c86ef01da68846e2dd949 \
-    --hash=sha256:150ce2329e821652fd7875c013dc00837ac6e1892f0a40403b5b25a4e8df60bf \
-    --hash=sha256:17cd08c84f7c24f79bb3543a8d231c504ee98af1e1b66a939ac5a48cb759dd89 \
-    --hash=sha256:1f32d29a9b620ce911101c08c422ab96d09ece02f1237fe583e26dbb20fda323 \
-    --hash=sha256:219230675f255626340674d8a393ac0abf68810c2269e9c73afb35673facea7e \
-    --hash=sha256:225de4ab00609e599f2529a8a5256da5f473ce9544a04ab9b18b8fdd5baf9005 \
-    --hash=sha256:2432a22aab181a483f3dc6b398c8f641099f2d71bb9289ec84de9643a3b96493 \
-    --hash=sha256:2d1645af60860edb2f61b474daf5aa0af6b48724eb4d2c748edfa4027fdbe58a \
-    --hash=sha256:32a94f9b682f9bfaf6cc8f1608ac0b9c3184361fdd7354f5adb8c9e1f8256f51 \
-    --hash=sha256:32e780ff3de62dbff2ff21eaf0501582b5365fba6c42227e203664379312e33e \
-    --hash=sha256:331d2aaadd1ef7fe238209da1d6bdbcb9244da6bb94f581beed8193d6b04ac2d \
-    --hash=sha256:358418fb63ba4320ff3e19113e8000854617ef7e31158e92ee6d96539023a88d \
-    --hash=sha256:3954d59ced274163e1243549994eeaa6ae7fb46c1635ebd661eefefd25ce7c3d \
-    --hash=sha256:4a8f2158400e8e7603ff011bdcc4273eae3fd47c78e4b2a359798cb32a3540b8 \
-    --hash=sha256:532d0ad2994c5f0f225ce04f14bcbf53530901125c694081c8f9881b208f36db \
-    --hash=sha256:54f3fad4447df2bf023280b61db0bbe85762f3c6a4a38a9f8f76ffaf6d6f7cbe \
-    --hash=sha256:5a294365cda07869ea30ef00ea07b542e50cc77ca7f329ebf3e1bcdce5b0afb8 \
-    --hash=sha256:61240b9a722aae5341dc3bdc1931cb39c4769da549cadeebac58245c0d1616b8 \
-    --hash=sha256:61f2f32403ac23354a572b160fa0a51ad5e76ba88aea37ebe5371b8863659339 \
-    --hash=sha256:6447aaa3cda9a01580bffd821519199901124e979673a76f8c00d353293b2bd2 \
-    --hash=sha256:68b3183641b4249081d66507bce336cd82262a31c80eef2df2c1e7c45902a8fb \
-    --hash=sha256:69c6f9b3f2fb766ff87fa0c432c27c67b5b7de643ace33f4c4635ce1722d86ad \
-    --hash=sha256:6c26e0175dddc2e3eafb606781c0a10be4fee13831117375f645eb70db722319 \
-    --hash=sha256:6d7816bada44c2bfb9be6e9d86c0a32029d8832c28125cea8cdc9c118d3c8b6c \
-    --hash=sha256:7139165a4beccf7604c66849cd5da1cc2be97de76e39ca03fb93c34dc9a4c570 \
-    --hash=sha256:7340ec456ae9785f18c82170d00f84a23eb8919ad9595cf8f816da729f3031fa \
-    --hash=sha256:735482344b93275ddc81123d67f8bd30fa5c614d48ebce86bd47824834bcff83 \
-    --hash=sha256:73b089407354a0a2903561a5c86c2cb359705d38e9701dbef5fe13bbf69d94fd \
-    --hash=sha256:80e7eff3774a370f14ae0155d2772732c126ba58ad6fa5e4a09097e6c03fbb52 \
-    --hash=sha256:84bd4a8cdf697b4cc3db884d26d9b991d51b76758fa9a12c0842bded1ae69487 \
-    --hash=sha256:86cf31110bfc8c9f3941a23229b906fc3e54ef88751c7b14b1afdb20871e75d2 \
-    --hash=sha256:892db69bc3f3b51445cde66441e8a8c5f11b333a7690d070a35541029c4d5b5c \
-    --hash=sha256:900e4bd920b34a8ce3c21616dc55da869e4cfdae900e80fc00cfab2ae0f571e1 \
-    --hash=sha256:9022aefacb10ab9cb56944e24322736a3917a40527e1b3853c33b9497ea06a7f \
-    --hash=sha256:9164b2d021eb4f8474767a301e196ffdb045ee960e9b68fc00c53b975ea10e79 \
-    --hash=sha256:a1dedea8cc2a6edf89e6b6c6cc7d81c89bbc844560b384d6242f0f0591c4b8df \
-    --hash=sha256:a63c5f646142679b9288cf9ab1cc6af028389c894a67efa372f9cf60f2d97264 \
-    --hash=sha256:a76f4af7a9822b2464219d1c168ae335874233ca6e062e959c9d72fce6c7f963 \
-    --hash=sha256:a9a47a44fd6bb9f60e103903c3712f2732724f472130092693bc05cda2654f74 \
-    --hash=sha256:a9bce3cd4af89d6a0271938f1fabfc10a8889e1a7c4dbc4a866d2a804c4ed506 \
-    --hash=sha256:ab4380888830b92878231415fabab0b1b90bb3982d599e8444f8f9aa22174249 \
-    --hash=sha256:ac62f270da013a6bb224a135fbebb8cefbc7137371d9fca9c3a58b55daa7b023 \
-    --hash=sha256:b5b0c03fcd363bc5c0e2104c5a7a7401c17f5d272a5d18cdc1288b99eb1abca2 \
-    --hash=sha256:b9a48762ccff33cb1583f0e77eb254f19d3fbaece4db25286432ec602cee33c7 \
-    --hash=sha256:b9d973fbc29f5d1ec3a41c58c8a3a28d191e17bbfa243ac7b588786d4f21abcd \
-    --hash=sha256:bf99dc475626d1fc1720c3cbc8bd6154d26f829cf272c3c2524e5b7ce132fca1 \
-    --hash=sha256:c18c0773a85f26c7eaeb59e0fd0a142e464312fda1c54fc7feae6115eb1759d4 \
-    --hash=sha256:ca830ec1c574d1c184e551ab39524a17bb80f20727028276f47c0828013644df \
-    --hash=sha256:cc5bc6e5b662fe854c193177df4bc281bbcee5b1a01a33be80cdc346d398fdbb \
-    --hash=sha256:da6435d0618fcbdc0734347a48c144547196233eb60bc8fb4e3ad4b7d37deb1b \
-    --hash=sha256:dee1b1d91258859260b7a2059fea87e1ee52f006e4a99a76ef21aa67a31face5 \
-    --hash=sha256:df2ca5489ad9972503700d45b1d8d4e8c64ae3bcb5205c9ae43e7aa37446ccf3 \
-    --hash=sha256:e655403a35d016ac2100ca49fece73d1f293c6623809a04e530aa05c0369d69c \
-    --hash=sha256:ed34ac11cd4dfd3c9d9ea6ce8916fd7b37e4efdb2b67ab2e550240ae9b69c630 \
-    --hash=sha256:f0c5c92497909b299c4c48e767943fe5b86c90101ade768bf9f0428fb5078954 \
-    --hash=sha256:f3b44d2147ba0c6a892b977fe47e9add91b6080cf865381e4551add7a1756e8e \
-    --hash=sha256:f9341e3072d353bb834300c2a27e88a6fcde7a6c259c27c99fb530b97fcbc788 \
-    --hash=sha256:f9afc060d8f001f05097a16ce05baf52900ec575a07049d9a16966f412a273f8 \
-    --hash=sha256:fbb19aba0d474576ae594b55aeb969f594d3718cae6f20a3f08da25daca6bebc
+clickhouse-connect==1.6.0 \
+    --hash=sha256:01367cc75ddd3081f750ccba65c252385feff72f38f68613ea02dd056d047922 \
+    --hash=sha256:064144e1a7f6075ade3c13b8ce49517ca92f86c0c4842bd2abb52a475c026025 \
+    --hash=sha256:069f105173cd04263d3bb710381edae341dc9a3aa42fb4673017a617a5a1237a \
+    --hash=sha256:06bd2e045a7ec1406f9bd39c92bcc77027258d8969128033cea5adb8602111bd \
+    --hash=sha256:0856f42be01ab4957789b8cec99e91311d88bfe82be37ef2d230d36a6a111cff \
+    --hash=sha256:163eb12e7aaeefe9e51a483d3ad40502e15ac2ef94cf1f5b7fe8e9f5303d161b \
+    --hash=sha256:1a84eb6d545e2647a51b3b4ffa0da4a49f308aaaa096e58c44fb749c171a7d4a \
+    --hash=sha256:2d5888d76be3bf1ddea5a210522572d66abcaf651b45ff7c5a1014ec08fe7565 \
+    --hash=sha256:2f8b8060a8277509db77b14a01ed70683a0d9becba7a9994a5e59e42e9f98b37 \
+    --hash=sha256:30a183095bc367dcc4695869754e36ce2177264d0ef79421990ee24700810ee0 \
+    --hash=sha256:30bb77e7aa842550d5265c4aaa3e432b01440fd116d63e7e79ae79c380971ade \
+    --hash=sha256:34969b2a57d9372921aef2b0b51fb858d81ce952c5249b6cb5a0d459e846854c \
+    --hash=sha256:3cc6bdeafc743739f809671eb3c8fe9af1701981a43c624d9f5bea1e1409e5c4 \
+    --hash=sha256:4372dbcbd7b1c897c8d7062832468f82af27fa731c7488421ec7f0a882e1580b \
+    --hash=sha256:444564bad257b8923005431d661e347e5360cd686aae67091de3796a465cfec1 \
+    --hash=sha256:483e34a7841dbf3d2863e784a129503cc37a910a05464f2f48ce3e9b2f0fc007 \
+    --hash=sha256:508d3b7cc893b5d889b92702cc7dc4a1c975f59ee8da383054076969e4cb17c3 \
+    --hash=sha256:5135f91841e9df5827faa24f3b2436d4ac8242e74a88a8d47922e31a4383b712 \
+    --hash=sha256:51905921e7c98a11e7551663d263f28a715b14fdda191569fc71ddcde964ce52 \
+    --hash=sha256:6570d07223ea5e4c4c21fece323cc8741b7711d31c6cb3fda8d1a62fa2d5b8d4 \
+    --hash=sha256:691782a911a0696bb1ff644a309f4c6940473ee48d6c5171b13dab96d8cf8ecd \
+    --hash=sha256:6bcdb6039bb55870229ec46784840f1420362e3979c74abdc6a53d1ae95718eb \
+    --hash=sha256:7043480f1459ddd791480e3ea560a1def81dfd6462eab0c9ada54946e72918af \
+    --hash=sha256:743787fd9d1505f55854b333b81b3fa92bf950d988b66a553aaa55c7bfd2f70c \
+    --hash=sha256:75390e6ff6b398a88e0cac4907f785763fc9e476314cbafcfb24553bdbd92d28 \
+    --hash=sha256:794735a62d0a46688d50652876bcb50116c5e912577e9a469ef6ed1aa52b4d7b \
+    --hash=sha256:79caafbd2b1364d4b63c2e7c625cb424c8572b9cedc62b4ac2289cfbdf875487 \
+    --hash=sha256:7fdea3ba73b77c636a30fc74c7f2c4c53ed0fcbf0da13498ff4122c701f10362 \
+    --hash=sha256:80ca5778ce35d1f658741b993a9e7e17457d3f7a854e904aff72354b29990079 \
+    --hash=sha256:8128dfe4a17aef265d5ba2bb5f2f5a0d5fa76e6aca357c71a17da378c1b30ea6 \
+    --hash=sha256:8a5c244a31dd2f2d512c7b306e41e592dcaf9550926a96e05bd3222c6a44dacc \
+    --hash=sha256:8bdef691c6c66a28301cb1f070f633dfbd60ccdca9580df96984325f1f79e803 \
+    --hash=sha256:8d4303987b36ca075cbbe2cff3439ad017f56e1cf2bd936f83b2e6be222ae62f \
+    --hash=sha256:9090c972f3d3ab40fc046913cf51c611345d603c922483e3239633f2cda16a3c \
+    --hash=sha256:9a7af9bf7b992e5098ed9a0c2edf18d19c6acb2ccc77ee1d2da4e7e5d9dc7ddc \
+    --hash=sha256:9dac7ce419ced91f035bd26a86dd49067461547cb9e3b9b1d7c5975b460b650c \
+    --hash=sha256:9e64e332983fb268350abc76119c14da7b0640373a77ecf4f310240c3fdb4b6d \
+    --hash=sha256:a337751b60c9d15eb9865cfaa32caeb6d81497a9fd3dad248ae112765e97c7f1 \
+    --hash=sha256:a34e72d1ae6f71be491b2d44bd10d082d04c9e2e2a04d4774498e965d933b21d \
+    --hash=sha256:a5285b9005d5a3ba41d6f148c957e4df8e37a38ad27835a4ad9c31fe21083149 \
+    --hash=sha256:a7cf3b7ddffbf0b0bb77cb65935561ae48c49b4e6d0db11188279b068c297862 \
+    --hash=sha256:b94bf383735abb90b1a6dc9e89a44f09b84a71a73348be0f01c7c2fb8500fdea \
+    --hash=sha256:bd8de68d176a807fd16b85c3c5639c25bbdc81c203217f9e985e9560357fecd5 \
+    --hash=sha256:bdd153037df79b684a30372395681bd673b562e9d6c5159c3a08bffc38ad8185 \
+    --hash=sha256:c62bd3cc58aa0f6d4cac7012d6e5698cdc23111e3938a809596a5af8459470bd \
+    --hash=sha256:c793706c87ab04b29a58e5bc2c0f53806c257859e9ceb859b2840c5aabe56402 \
+    --hash=sha256:c924a2dea34578eda62e99a95988134ddaf4f66aa3f842ebd0980973b6acad56 \
+    --hash=sha256:ca3d4b70d1fa92e62ab130dec495b470de6e0e56a944cd3c8ea049cb0f137c20 \
+    --hash=sha256:cc03b0dd248faca290bced68a575e41331752bfd5863e3ab126382caa547aa1b \
+    --hash=sha256:cd4c1dee496ad3a811237ff8066084c18cdaa46a046f9e0eeacce107ac29c83c \
+    --hash=sha256:cf66e5bcfba8a183e40485efcfc80329ec75104e22dd02485fe73c0ab9073b19 \
+    --hash=sha256:d541a1a75f08d62b7e0059f77efeff26f2b0829fa0d543e1e1edcce270c78a06 \
+    --hash=sha256:d56348f1a39c8bd872106c4af92faa532fbdd8d66e72c588e9b4dd676ca2dbbd \
+    --hash=sha256:e02c6abbfe777f4d0afdf7726ac30168514c46390b15e12ecf95d873c7b20969 \
+    --hash=sha256:e4eb8b83b848f4ca4b984899acd62b0a60f310cbaa559d83519b7477968392ed \
+    --hash=sha256:ed28787dd00a34b003fe24de4953e15b172058d875279336d4ee5d8f585acc50 \
+    --hash=sha256:effd020411e4669f21d8b9f7f95d2342145ff6a2e32b49eae416fbd733334e53 \
+    --hash=sha256:f8957fa2fd400d1f002dded822b3e667b7941e48107d8d2470e1935a12af9937 \
+    --hash=sha256:fe2736f4cb520c4403f1f6b078ed3ed6f41a6ee8972328082240001853d8639e \
+    --hash=sha256:fe4bdd4e09f52bff46c2f920877a08a26a44d91fdb5fc0be76edb67395440192
     # via feast (pyproject.toml)
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
@@ -746,9 +814,9 @@ cloudpickle==3.1.2 \
     # via
     #   dask
     #   mlflow-skinny
-codeflare-sdk==0.37.0 \
-    --hash=sha256:2106118d9341db7e329da59f296bc635c08e365d4a644013bb9a55ce38c54da5 \
-    --hash=sha256:a5f86b9541a3ef2498bc920465b0e106c4e58bfa2004d14ff177f83761afd469
+codeflare-sdk==0.38.2 \
+    --hash=sha256:4b2b7e005fdf86181b89c9e75f31613ad56d58e3ca068eb24ce450946f7d5548 \
+    --hash=sha256:4e17c7c5f970f21733fc12169cfa13d6198d03374fb0320c62c20712dc9f3ae7
     # via feast (pyproject.toml)
 colorama==0.4.6 \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
@@ -906,149 +974,146 @@ couchbase-columnar==1.0.0 \
     --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \
     --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38
     # via feast (pyproject.toml)
-coverage[toml]==7.14.3 \
-    --hash=sha256:0096fd7559178f0cc9cf088f2dbd2a02ef85bacaa69732c633517286b4494610 \
-    --hash=sha256:02c41de2a88011b893050fc9830267d927a50a215f7ad5ec17349db7090ccf26 \
-    --hash=sha256:0423d64c013057a06e70f070f073cec4b0cbc7d2b27f3c7007292f2ff1d52965 \
-    --hash=sha256:0ee68f5c34812780f3a7063382c0a9fcbb99985b7ddcdcaa626e4f3fb2e0783a \
-    --hash=sha256:11a7ec9f97ab950f4c5af62229befc7faf208fdbc0116d3902d7e306cf2c5abd \
-    --hash=sha256:1551b4caac3e3ec9f2bfcec6bf3776e01c0edbdd2e240431a50ca1a1aac72c27 \
-    --hash=sha256:16b206e521feb8b7133a45754643dead0538489cf8b783b90cf5f4e3299625fd \
-    --hash=sha256:1a7563a443f3d53fdeb040ec8c9f7466aed7ca3dc5891aa09d3ca3625fa4387f \
-    --hash=sha256:1bb93c2aa61d2a5b38f1526546d95cf4132cb681e541a337bf8dfd092be816e5 \
-    --hash=sha256:1e3b91f9c4740aeb571ecf82e5e8d8e4ab62d34fcb5a5d4e5baa38c6f7d2857c \
-    --hash=sha256:2415902f385a23dcc4ccd26e0ba803249a169af6a930c003a4c715eeb9a5444e \
-    --hash=sha256:27d07a46500ba23515b838dbcf52512026af04090755cf6cc64166d88c9b9a1a \
-    --hash=sha256:2bfc4dd0a912329eccc7484a7d0b2a38032b38c40663b1e1ac595f10c457954b \
-    --hash=sha256:2e41fd3aab806770008279a93879b0924b16247e09ab537c043d08bbca53b4ab \
-    --hash=sha256:338b19131ab1a6b767b462bfcbaa692e7ae22f24463e39d49b02a83410ff6b37 \
-    --hash=sha256:360bec1f58e7243e3405d3bdf7a1a8115aa9b448d54dc7cd6f7b7e0e9406b62e \
-    --hash=sha256:39e1dbbb6ff2c338e0196a482558a792a1de3aa64261196f5cdb3da016ad9cda \
-    --hash=sha256:3c68df8e61f1e09633fefc7538297145623957a048534368c9d212782aa5e845 \
-    --hash=sha256:3d74ff26299c4879ce3a4d826f9d3d4d556fd285fde7bbce3c0ef5a8ab1cec24 \
-    --hash=sha256:3e5b550a128419373c2f6cec28a244207013ef15f5cbcff6a5ca09d1dfaaf027 \
-    --hash=sha256:41de778bd41780586e2b04912079c73089ab5d839624e28db3bdb26de638da92 \
-    --hash=sha256:47968988b367990ae4ab17523790c38cd125e02c6bfd379b6022be2d40bdc38c \
-    --hash=sha256:4b60ca6d8af70473491a15a343cbabab2e8f9ea66a4376e81c7aa24876a6f977 \
-    --hash=sha256:4d310baf69a4fbe8a098ce727e4808a34866ac718a6f759ae659cbd3221358bc \
-    --hash=sha256:526ce9721116af23b1065089f0b75046fe521e7772ab94b641cd66b7a0421889 \
-    --hash=sha256:583d50d59142f8549470bd6390471d0fe8b8c8d69d6a0f28ac71e05380cef640 \
-    --hash=sha256:5952f8c1bda2a5347154450379316e6dfa4d934d62ca35f6784451e6f55074fb \
-    --hash=sha256:5d788e5fd55347eef06ca0732c77d04a264de67e8ff24631270cdff3767a60cf \
-    --hash=sha256:605ab2b566a22bd94834529d66d295c364aba84afd3e5498285c7a524017b1fc \
-    --hash=sha256:611e62cb9386096d81b63e0a05330750268617231e7bd598e1fe77482a2c58a5 \
-    --hash=sha256:6197e5a00183c11a8ce7c6abd18be1a9189fd8399084ffc95196f4f0db4f2137 \
-    --hash=sha256:621e13c6108234d7960aaf5762ab5c3c00f33c30c15af06dcbff0c73bf112727 \
-    --hash=sha256:62c7f79db2851c95ef020e5d28b97afde3daf9f7febcd35b53e05638f729063f \
-    --hash=sha256:64b2055bb6e0dc945af35cdeceb3633e6ed9273475ef3af85592410fd6803803 \
-    --hash=sha256:68520c90babfa2d560eca6d497921ed3a4f469623bd709733124491b2aa8ef3f \
-    --hash=sha256:69918344541ed9c8368566c2adc03c0e33d4550d7faa87d1b35e49b6a3286ea9 \
-    --hash=sha256:6a3693b4153394d265f44fb855fdc80e72403024d4d6f91c4871b334d028e4e0 \
-    --hash=sha256:74fdd718d88fe144f4579b8747873a07ec3f04cb837d5faec5a25d9e22fa31a8 \
-    --hash=sha256:7b27c822a8161afbe48e99f1adfb098d270ae7e0f7d7b0555ce110529bdb69cc \
-    --hash=sha256:7dfe427045520d6abca33687dfef767b4f635015893a1816c5decb12eb72ce18 \
-    --hash=sha256:7ea52fc08f007bcc494d4bb3df3851e95843d881860ba38fe2c64dc100db5e7d \
-    --hash=sha256:830c1fca669c572dec37ce9c838224ee45aac5be0f6961edf871e82e49d6537c \
-    --hash=sha256:8427f370ca67db4c975d2a26acfc0e5783ca0b52444dbc50278ace0f35445949 \
-    --hash=sha256:878832eaac515b62decfa76965aed558775f86bf1fc8cca76993c0c84ae31aed \
-    --hash=sha256:8ac012839ff7e396030f1e94e10553a431d14e4de2ab65cb3acb72bbd5628ca2 \
-    --hash=sha256:8cec0ad652ec57790970d817490105bd917d783c2f7b38d6b58a0ca312e1a336 \
-    --hash=sha256:8cf0f2509acb4619e2471a1951089054dd58ebea7a912066d2ea56dd4c24ca4a \
-    --hash=sha256:90f7608aeb5d9b60b523b9fb2a4ee1973867cc4865a3f26fe6c7577073b70205 \
-    --hash=sha256:92c22e19ce64ca3f2ad751f16f14df1468b4c231bd6af97185063a9c292a0cb3 \
-    --hash=sha256:96150a9cf3468ea20f0bc5d0e21b3df8972c31480ef90fa7614b773cc6429665 \
-    --hash=sha256:98a0859b0e98e43e1178a9402e19c8127766b14f7109a374d976e5a62c0e5c73 \
-    --hash=sha256:9973ef2463f8e6cfb61a6324126bb3e17d67a85f22f58d856e583ea2e3ca6501 \
-    --hash=sha256:9a3f142070eb7b82fc4085a55d887396f9c4e21250bccebe2ba22502c45b9647 \
-    --hash=sha256:9be4e7d4c5ca0427889f8f9d614bd630c2be741b1de7699bca3b2b6c0e41003e \
-    --hash=sha256:a090cbf9521e78ffdb2fcf448b72902afe9f5923ff6a12d5c0d0120200348af9 \
-    --hash=sha256:a2335ea5fed26af2e831094964fa3f8fae60b45f7e37fcc2d3b615b2add3ad87 \
-    --hash=sha256:a3c2134809e80fac091bfed18a6991b5a5eb5df5ae32b17ac4f4f99864b73dd7 \
-    --hash=sha256:a571bd889cd36c5922ce8e42e059f9d37d02301531d11374afa4c87a578625d5 \
-    --hash=sha256:a574912f3bde4b0619f6e97d01aa590b70998859244793769eb3a6df78ee56d3 \
-    --hash=sha256:a64caee2193563601dbaaa55fe2dcf597debef04a2f8f1fa8a07aa4bb7ac7a1e \
-    --hash=sha256:ac082660de8f429ba0ea363595abb838998570b9a7546777c60f413ab902bbde \
-    --hash=sha256:b3d77f7f196abdef7e01415de1bce09f216189e83e58159cfeef2b92d0464994 \
-    --hash=sha256:b3ff255799f5a1676c71c1c32ec01fd043aa09d57b3d95764b24992757184784 \
-    --hash=sha256:b488bd4b23397db62e7a9459129d01ff06a846582a732efd24834b24a6ada498 \
-    --hash=sha256:b75ee850fc2d7c831e883220c445b035f2224de2ba6103f1e56dbd237ab913f7 \
-    --hash=sha256:b7f300ac92cd4b570724c8ffbbd0c130fee298d2447f41d5a3abf58976fae1de \
-    --hash=sha256:beaab199b9e5ceaf5a225e16a9d4df136f2a1eae0a5c20de1e277c8a5225f388 \
-    --hash=sha256:c02efd507227bde9969cab0db8f48890eb3b5dcad6afac57a4792df4133543ce \
-    --hash=sha256:c66f9f9d4f1e9712eb9b1de5310f881d4e2188cfcba5065e1a8490f38687f2c4 \
-    --hash=sha256:c90a7cdd5e380e1ce02f19792e2ac2fbfbf177e35a27e69fd3e873b30d895c0c \
-    --hash=sha256:c946099774a7699de03cbd0ff0a64e21aed4525eed9d959adde4afe6d15758ef \
-    --hash=sha256:cc96aa922e21d4bc5d5ed3c915cef27dfcbc13686f47d5e378d647fbfba655a2 \
-    --hash=sha256:d20a15c622194234161535459affa8f7905830391c9ccfa060d495dbfe3a1c7f \
-    --hash=sha256:d48400185564042287dc487c1f016a3397f18ab4f4c5d5ec36edc218f7ffa35b \
-    --hash=sha256:d8e88f335544a47e22ae2e45b344772925ec65166555c958720d5ed971880891 \
-    --hash=sha256:dc9b4e35e7c3920e925ba7f14886fd5fbe481232754624e832ddba66c7535635 \
-    --hash=sha256:de76caefc8deabb0dd1678b6a980be97d14c8d87e213ac194dbf8b09e96d63fb \
-    --hash=sha256:e0bb8a6bc7015efdf8a928753b25da1b9ca2d6f24ef04d2ee0688e486f32aae7 \
-    --hash=sha256:e343fb086c9cd780b38622fea7c369acd64c1a0724312149b5d769c387a2b1f5 \
-    --hash=sha256:e4ed44705ca4bead6fc977a8b741f2145608289b33c8a9b42a95d0f15aedbf4d \
-    --hash=sha256:e574801e1d643561594aa021206c46d80b257e9853087090ba97bed8b0a509d3 \
-    --hash=sha256:e6230e688c7c3e65cedd41a774eb4ec221adc6bfee13768231015b702d5e4150 \
-    --hash=sha256:ea3169c7116eb6cdf7608c6c7da9ecfcb3da40688e3a510fac2d1d2bafd6dc35 \
-    --hash=sha256:eadea7aba74e40adee867a8c0eec17b820b061d308a4b014f7a0e118c2b0aa61 \
-    --hash=sha256:ed68faa5e85de2f3e400bc3f122e5c82735a58c8bb24b9f63a2215954ba17b2d \
-    --hash=sha256:f0a47095963cfe054e0df178daca95aec21e680d6076da807c3add28dfe920f7 \
-    --hash=sha256:f502e948e03e866538048bba081c075caaa62e5bda6ea5b7432e45f587eb462a \
-    --hash=sha256:f82b6bb7d75a2613e85d07cefa3a8c973d0544a8993337f6e2728e4a1e94c305 \
-    --hash=sha256:fa9e5c6857a7e80fa22ace5cf3550ae392bbfc322f1d8dd2d2d5a8be38cec027 \
-    --hash=sha256:fb7e18afb6e903c1a92401a2f0501ac277dca527bb9ca6fe1f691a8a0026a0e8 \
-    --hash=sha256:fbb8c3a98e779013786ae01d229662aeacbc77100efbd3f2f245219ace5af700
+coverage[toml]==7.15.2 \
+    --hash=sha256:075560438765b7a2ef43bf7aa7758661b53d889df47f062a31bda6c1ade553a2 \
+    --hash=sha256:0901cfe6c13bcd2302da4f83e884555d2a22bda6e4c476f09ef204ba20ca536e \
+    --hash=sha256:094dd37f3ef7b2da8b068b583d1f4c40f91c65197e16c52a71962d5d537fc5db \
+    --hash=sha256:09f5c6ec5901f667bd97dd140b5b9a2586b10efec66f46fb1e6d8135f8b95bdf \
+    --hash=sha256:0e55510bc98ae943cece9e667a6c0fe94c6a92913720dea34243657a17993d0c \
+    --hash=sha256:1121caa19159a38b5463eaae4b1e1fde81e525b15ecc5e000cd5b1a108f743a8 \
+    --hash=sha256:1268ac8fb9ddcd783d3948dbabaf80a5d53bfdaa0575e873e2139a692f797443 \
+    --hash=sha256:1473b3ba8e7ee0f076117b1a72c23f579a2b9e2bb742f48a8d86ea27ca93f91a \
+    --hash=sha256:17c432b5f73ad52ef46fb06019f6fa7c66ce381961cf0f7dfd1d3a4bd3a98145 \
+    --hash=sha256:1adac78e5abc7c5438f7a209c9ca69d06542f0bf481d728b6989ea80b813fdf9 \
+    --hash=sha256:1cd7a5beb7af3e864a13b1f0fb26efd3695da43ef0daf71e586adfffaf34d5b2 \
+    --hash=sha256:1d16e3a7104ea84f03e614611b3edbf6fb6892554b3ab0fe7fbb3f2b2ef04376 \
+    --hash=sha256:25fd15dd40a0a2c51a500d664ca29053c09c3259d998407bf982b6e114696138 \
+    --hash=sha256:2617f8799d268fabdeef42a7e89ac3a23e1deee9025427db2df970f99a89a578 \
+    --hash=sha256:26c3b04a6377fd7c09800921fa934e3a17c0020439cd59df73e73ae1d4b6a78c \
+    --hash=sha256:29c052f7c83ccfcc5c577eaae025d2e4a9bb80daf03c0ac31c996e83b000ce88 \
+    --hash=sha256:2f1ec6f304b156669cfde653b4e9a953f5de87e247ea02ac599bce0ab2744036 \
+    --hash=sha256:2fbeeeecea279727f8ac16c8e1133ddfeee793e985c86ae343d6a5ce744eef8c \
+    --hash=sha256:2ff08701be2d1556fc78b326c80a3e8042da09352ecb3819105f8e386c8a3071 \
+    --hash=sha256:38c9518b7103826c403a461544e3c2e77151e8676d06eaed85911a97e962584a \
+    --hash=sha256:3df60dc267f0a2ca23cb7a9ab1109c62b9335ffbf519fcfe167157c28c09b81d \
+    --hash=sha256:3ed010aa1b69cda8e827aabfca9866216c980e2dca82ab9a78c5f83689964c8b \
+    --hash=sha256:40f633c5c5fc783732f6312280122e859538fa24461235597c13d803ea9a108a \
+    --hash=sha256:42ec3d989421b174a2ab607c1539f24127ad362757b7f1c0c0d7a2993f7eb37b \
+    --hash=sha256:434e68d531858205895eb0d74b73d20b84260de426387d53c422a5acda2cf050 \
+    --hash=sha256:44826758cfe73fcd0e6af5deb4ba6d5417cc1d13df3acb35c93484a11160f846 \
+    --hash=sha256:4510fb9cdf6bb02dfa6af0be4a534b8102d086e22e4a33f8836df663da3d660d \
+    --hash=sha256:48ccc6395958eda89093ecdc35644c86f23a8b23a7f4d44958812b721aad67c1 \
+    --hash=sha256:4d3361879d736f469f45723c11ea1a5bbdaf1f6928f0e632c940378b5aa9b660 \
+    --hash=sha256:582edc45c2040543fef83341be23c43024a3ab3ae0c2d8bc498a06282905ad40 \
+    --hash=sha256:63022c4c8dec1d0342f05c3ede99842fe3d007689acc45e86f123a1746e4a026 \
+    --hash=sha256:67d7602480a47bdf5b675635403625553ebaa70d5a62a657c035149fd401cea0 \
+    --hash=sha256:68af907f595ab01a78f794932ff3bdf929c316d3000810d38dbc247129e26f8b \
+    --hash=sha256:6aa28cfb6488e5453b5b762d65f73aa586380f6693a04d58078ce228a29b06c0 \
+    --hash=sha256:6c0be82b4d4aa5b2704e08518e2252f3e3d110164bcca826816801052e48a7aa \
+    --hash=sha256:6f6966fc30e6f06ca8f98fb0ce51eda6b111b3ee8d066a8b1ec9e77fa06ab55d \
+    --hash=sha256:6fc448c377d6eeb00a47c673494bd9bae29280ca53987e1869e67ebedfe20658 \
+    --hash=sha256:728a33676d4c3f0db977990a4bd421dcaa3be3e53b5b6273036fff6666008e89 \
+    --hash=sha256:7466cc7ab6dc0db871d264bf99e8779f0917ee63d40730af0552f71535a6e072 \
+    --hash=sha256:77f091ea3a9cc611cd29f433565476bc1936c084ac8eee00ea0e7e70c27e4199 \
+    --hash=sha256:77f0ef5011df53a4bd1b35211ab122287f8d9b8d7aa1c4553e5c2deb24b1d446 \
+    --hash=sha256:7c63387e21ab21f512c69c9756a8c7dadd322c7275edb064064433c9a09c3743 \
+    --hash=sha256:7d29ca7bd67af6e12e74632d65f026eabc1364da5c254494cd914446a28a3ef7 \
+    --hash=sha256:7dc2950a2992cd676d35c20ae63522836deeb034f08874699d14068710af3dc1 \
+    --hash=sha256:7e8f27131dc7cd53de2c137dd207b3720919320b3c20d499dc30aa9ee6173287 \
+    --hash=sha256:81f382c5a94b434ec1f6da607edb904c76d7212e618cd4d1bc9f97bed4120ef5 \
+    --hash=sha256:835ec4e20b45f0a7f63ed78f94065aca00de033403df8377bfe8b9c6abc0a7be \
+    --hash=sha256:8bb9f4b4279187560796a4cdaca3b0a93dd97e48ee667df005f4ed9a97403688 \
+    --hash=sha256:8c726b232659cbd2ae57ade46509eb068c9bd7a06df9fcbff6fe484870006934 \
+    --hash=sha256:913b6c56e110da40e035bbd168353bf7aaa2544a5eaccea5d98a4629aac156c7 \
+    --hash=sha256:97a5c5457a9fb1d6c4e06cfb5dc835871fbfb6a6a51addc9e925bdeff5ef7440 \
+    --hash=sha256:9854ca62c152874b2060772503535be2e8f53f70b8aaa7686b094888d872f984 \
+    --hash=sha256:9911f31aad8906abe337c271343485cf20df5e70df5d2f57f9f136e7b55f26bc \
+    --hash=sha256:9b5bd92ff1ec22e535eab0de75fa6db021992791f461a2aceb7822c625a1187d \
+    --hash=sha256:9deddf09eecb717b7f980414b43d90a5b22ff3967d2949ab29cb0aa83d9e9098 \
+    --hash=sha256:9e36686f7a442185db2400b3df171aac520869faf9deb59df687d28659eda2a6 \
+    --hash=sha256:9f4432898c4bf2fba0435bbe35dd4437d7264565e5a88a21f5b49d8662a6b629 \
+    --hash=sha256:a0f47002c6eeb7c280228467a4cb0cc15ca2103a8421b986b2d3ec04a0f9bd8b \
+    --hash=sha256:a164b50081fc7357331c4024ef4d17b78ba325f8380d05f5a69599a7e05257ee \
+    --hash=sha256:a29ec5305a7335aacee2d799e3422e91e1c8a12474986e2b3b07e315c91be82f \
+    --hash=sha256:a300c6934e0989c327b9e8a1e110329da4641149f872bbe9f70168be66da76c1 \
+    --hash=sha256:a4c46b247b5d4b78f613bd89fea926d32b25c6cc61a50bd1e99ba310348f3dad \
+    --hash=sha256:a638db90c61cd219aeee65e83a24fdaa57269a741ae0cf773309208ac862cee3 \
+    --hash=sha256:a63b9e190711134d581c4d703df5df09851b1acf99792c7aacbbe9f41f0283c9 \
+    --hash=sha256:aaccad4129d735a8a4d526f26929894c9a4e8ef7034566f210b176749d6906e3 \
+    --hash=sha256:ae901f7e55ba405c84ee1cab3d3e962e4e871e4a2bcb9c90911adbd69b42ac5a \
+    --hash=sha256:afa29e2eff3d5729267e2cb2fd4ce9d61c952932fb2694e34ccb5d9540c6a296 \
+    --hash=sha256:affd532502d34c0472d0cdb181325c89f1d2c44992fef0c17e88e7b1576259a1 \
+    --hash=sha256:b171bdd71cb7ff792bf32e376173b0ace7e7963e7e57c58dfc42063a6a7174cd \
+    --hash=sha256:b868acc62aa5de3be7a9d05c2333bf8359ca987e43f9cb30ff8fbda6a024ab73 \
+    --hash=sha256:b9a6367e4aff723e8ee8190836836124284e8fcd4265e307c844010cfa074f3f \
+    --hash=sha256:bbc808daf4f5cd567af8075ecc72d21c6dfef9a254709a621a84c217c935ebc0 \
+    --hash=sha256:bbf44513ceb1589e31948e20eafbde9deaface90e1a1afa5f5f77b4423d17ce6 \
+    --hash=sha256:bcc0aae933921d03096f53b0b03eeb702129fd406dee59f08d2efacc68681fa5 \
+    --hash=sha256:bfd341ccf78128e72c094bc70cc25b3ef309c33c7c2c66ba3ed4309549e02de1 \
+    --hash=sha256:c6a98d698f9e2c8008d0370ec7fc452ebfcc530002ae2d0061170d768b992589 \
+    --hash=sha256:cb0fddaa6884be6aae36ced9544b5e90f7d5f03845a2853bf47a14953a4e8688 \
+    --hash=sha256:cee0f89f4767a6057c8fbf168f8135f18be651300496086bd873e3189fed0487 \
+    --hash=sha256:d17d7512151fedfcc64c1821a8977fc9be0dbf495754669afcab7b57abc98ae9 \
+    --hash=sha256:d46e62cb35d91e6e2589fda6d28074426b0e276422b5d2ebef2c6b11dc60dbfd \
+    --hash=sha256:d50dd325e18ec25bfcc10cd7f99b04df1ab9ec76b0918c260e60817ad0643dee \
+    --hash=sha256:db9c8438057e5b0f6a22a0af99c0c1d26b57fbbdbd1be5861ddb8f897fcc3a2d \
+    --hash=sha256:dee88b1ed88587abd8c0269a1fc1f4cc77f7750d1dfde2869e2a123af420e67d \
+    --hash=sha256:dfd3db045e95960ae3683059571e597fda7cc610106a8916f77c5839048c1deb \
+    --hash=sha256:e26ff680768b8095e8874aabe0e9d3a47a2a9f176a8340d05f8604c56457c23a \
+    --hash=sha256:e370c12133095ff18432de8c044962be85a5a96d90c6fcbce8e17e76236d2328 \
+    --hash=sha256:e38def96ad59853824c97953fdcd2c320a84ba3ce99b417db78af8bb6c3db635 \
+    --hash=sha256:e8f91bce78e32343af184c3b7fa28fcf5a9e2641f4b6623d392038f804939188 \
+    --hash=sha256:eb6bcae8d1a9d305351ecb108232441d11c5cfe9de840a04388ba5d2db8d735c \
+    --hash=sha256:f653e5d7248c1191ec988a85c72edeab46c3ff44f90639a4ed4874ec0be90243 \
+    --hash=sha256:fe41909c9515c3bfdb5f02c4d1f857dba322d9a9a1178069b91eea77889df63a
     # via pytest-cov
-cryptography==46.0.7 \
-    --hash=sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65 \
-    --hash=sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832 \
-    --hash=sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067 \
-    --hash=sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de \
-    --hash=sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4 \
-    --hash=sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0 \
-    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b \
-    --hash=sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968 \
-    --hash=sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef \
-    --hash=sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b \
-    --hash=sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4 \
-    --hash=sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3 \
-    --hash=sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308 \
-    --hash=sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e \
-    --hash=sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163 \
-    --hash=sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f \
-    --hash=sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee \
-    --hash=sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77 \
-    --hash=sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85 \
-    --hash=sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99 \
-    --hash=sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7 \
-    --hash=sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83 \
-    --hash=sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85 \
-    --hash=sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006 \
-    --hash=sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb \
-    --hash=sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e \
-    --hash=sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba \
-    --hash=sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325 \
-    --hash=sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d \
-    --hash=sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1 \
-    --hash=sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1 \
-    --hash=sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2 \
-    --hash=sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0 \
-    --hash=sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455 \
-    --hash=sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842 \
-    --hash=sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457 \
-    --hash=sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15 \
-    --hash=sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2 \
-    --hash=sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c \
-    --hash=sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb \
-    --hash=sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5 \
-    --hash=sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4 \
-    --hash=sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902 \
-    --hash=sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246 \
-    --hash=sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022 \
-    --hash=sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f \
-    --hash=sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e \
-    --hash=sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298 \
-    --hash=sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce
+cryptography==49.0.0 \
+    --hash=sha256:026ac7423e6fa66872d3bf889be5974507da3944f866f704fa200eadacd00001 \
+    --hash=sha256:07cab27cc7b7e0fd28e5e26bb9eeedde5c135c868b46de4a27845abe94af6122 \
+    --hash=sha256:084ef1af862eb07ec46d25f68689f2102a9fc0e05ce7b80f14f5fe51e4eef0f6 \
+    --hash=sha256:0b82e28ee398a386f0807bba7884d30f25218855690f45115831bcce5d90822c \
+    --hash=sha256:0e959b578856a3924bc0cbb710fc12c387b9412a951389f3ca61704a9e25f325 \
+    --hash=sha256:0f21641cf4b30fca7aee061ced0ec7ad7b073518088b7c9969a297c0ae796c69 \
+    --hash=sha256:196ecd6a36e4e9aa10270393bb98d8df88fccee0bf1e5128b91ae4eb4375896d \
+    --hash=sha256:2400ef9c9e2299a25614eb1dea3db54a69b1349efd043bfac9c67630d136df36 \
+    --hash=sha256:28d8b15e6275f12c8a207dc309dfa957903c927d08d0cc937ee3f63f200693cc \
+    --hash=sha256:2afe9051da7ae7bd5905da5a949280c7d2bb75682e188f650a9d0f2756b834c6 \
+    --hash=sha256:2eda353d8a27bcbcaa4cbed18994a74ab4d19a2ca897db188ea269ab9b71419b \
+    --hash=sha256:32703d93296f5c1f4b53349ad3a250c2cae0fdecd3a3dd5d47e616d8d616af27 \
+    --hash=sha256:33cd0565932807baddb67b96dbee92f2c374b5c89dee09fd74079aeb8c8dba61 \
+    --hash=sha256:35b151772baff2c74cba7fa290ceaff4c3b11c0c881eb93eb5dbc05a7cfbba18 \
+    --hash=sha256:36d1709f992593689b45bda411498d62c6e365f2ca00b84657d4dadd24de16db \
+    --hash=sha256:42b0684e0e40cf26122427802486f6d93aea593612603a94fbf260c7eb1e9c1b \
+    --hash=sha256:4ae387c9cb68ea569ca17e490d66d8142b81c3cc814bf179974b7d146e490bbb \
+    --hash=sha256:53ecee2e23f7169b6117e99fc8a944e5e50f79e69758a83b52a00cb98ab2b2d2 \
+    --hash=sha256:66ec79c3904820572d7e987abdf304281f141d37ad9a489b8e97066e7b9b6459 \
+    --hash=sha256:67e1d20ad9ef3a563c59ef22e7a8a0b8210bd26604369ea4a30a7c66aefe504e \
+    --hash=sha256:6f2debedf9ca60cf1d5bd466475638af5130f89965605cd818484d19987d3a21 \
+    --hash=sha256:6fc361c34fb6aac015ce19435876635e5c6d21db31998b0920f675f131e043b8 \
+    --hash=sha256:73a205dce83953d131a4aa1e0fd917a2fd1c5b1eef251e9d7152efefcbf5caf7 \
+    --hash=sha256:7abcee80084cda3f7691f3eb1ce480d8df49cec637b429aa35986c1de71738aa \
+    --hash=sha256:8c25ceb16df5b9435f3f6a9829204985b0e0cbee3b48aacd432c7d2c850b44d9 \
+    --hash=sha256:966fe0e9c67490071f14c0d2b1cb2dfb3023c5ce39457343931415f08382f2db \
+    --hash=sha256:9e82dcc8e56052715fb18b2429e3bca4823b1629136a2084fc45a9a5cecb9b64 \
+    --hash=sha256:b20133d204d2bb56ba047642199603876c872026ca53e79c35b83772ab2cc505 \
+    --hash=sha256:b39efa323140595abd3ecca8529d321ae50f55f3aa3ba9cc81ea56a6011953d5 \
+    --hash=sha256:b47db11c2c3525083296069b98ac5221907455e989ae0c2e3008bde851921615 \
+    --hash=sha256:b87e65d263b3e5d3bb92a57e2a6638e2f31110fa7aa890c7b2dbba42248d0a3f \
+    --hash=sha256:b970c6da94d5bb18629db453d14f2a1300f6bf59b61e9b82377931ef95504866 \
+    --hash=sha256:be9fcb48a55f023493482827d4f459bd263cc20efde64f204b97c123201850c6 \
+    --hash=sha256:c2bc30226390d60ea19d9f82b19db005fe0452154a23c1c410c12ea801e43561 \
+    --hash=sha256:c83782480a4a9da4d0feb51950131ba32e12e70813848b3343f6e18c28a66838 \
+    --hash=sha256:cbc77da8c523d5abd028635ba850a6966fcee2c82e2bf65a41d1d8afe0f98be9 \
+    --hash=sha256:ccac2bfebc306b862133e3bb71f3f6ee8bb525240089b2d952e4144b3a6d5da7 \
+    --hash=sha256:d0527ce944105f257f605a827d6ebead966c752038b6e8656abb9c5edee6fc68 \
+    --hash=sha256:d8ecde755e2e91bf773fc94e8c9d730cd7f2007004cb492263a794ec3899a1c8 \
+    --hash=sha256:e3fb64c420688e5319ae25113a354015abbd8dffbfbc41781a1ea66fc7622ac3 \
+    --hash=sha256:e5dfc1e64de5677cec922ffa8da89c546d0415bf6efdf081842e5d44c84e1f0e \
+    --hash=sha256:ec5e529fb80935c94fe7b729f9972b50e351a0e6b50aa294fd5cabb109fcc29a \
+    --hash=sha256:f37d847238971164fdbc68ade6f6574aecc9c0af714190e2083429ff68f4ce9d \
+    --hash=sha256:f78ff2c9ed8dc2d036b0f4d640e22522213d047c1b14e61205a7e55c80a494d4 \
+    --hash=sha256:f89660a348f4f78a92366240a61404e337586ef7f5909a2fef59ca88ef505493 \
+    --hash=sha256:fc1e275c2f1d97b1a6450b8b0ea3ebfa6e087a611c2b26cb2404d48588abab7b
     # via
     #   feast (pyproject.toml)
     #   azure-identity
@@ -1057,7 +1122,6 @@ cryptography==46.0.7 \
     #   google-auth
     #   great-expectations
     #   jwcrypto
-    #   mlflow
     #   moto
     #   msal
     #   oracledb
@@ -1071,29 +1135,29 @@ cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
     --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
     # via matplotlib
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-databricks-sdk==0.118.0 \
-    --hash=sha256:7931c7147315902e4347863074c2e2bc1d389338e15d1b60bbf49bc5ebabcbe0 \
-    --hash=sha256:cd049b7a9612d957e53d842631800f1974406fc3bec78bc51d429387046a0287
+databricks-sdk==0.122.0 \
+    --hash=sha256:7d998ec47f580be6be1cfe066be78038054767575b7437af5e4f76b67dde49c2 \
+    --hash=sha256:eb11be13f0c02fc4ffc6e2672ad47478ce26ac4b310bd26916af8ba56e374e98
     # via
     #   mlflow-skinny
     #   mlflow-tracing
-datasets==5.0.0 \
-    --hash=sha256:7dd34927a0fd7046e98aad5cb9430e699c373238a15befa7b9bf22b991a7fee6 \
-    --hash=sha256:83dbbbdb07a33b82192b8c419deb18739b138ee2ce1a322d55ce6b100954ec1a
+datasets==5.0.1 \
+    --hash=sha256:9fbf73688f8c18f7529b4fe592abd04015f81d1e58001e4bac73ffb2b39d7cc4 \
+    --hash=sha256:ce22bb851efd7494f08aad33b940803784434f6e77763d00679a0dc45fcf686a
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
-dbt-artifacts-parser==0.13.2 \
-    --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \
-    --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4
+dbt-artifacts-parser==0.14.0 \
+    --hash=sha256:c4da799afa80a3c2c6c7e51c3b5d2681be9fdd53174b3909a3ce71cfb43d5148 \
+    --hash=sha256:e983510193cacaf6e6152e41cccfafc6cece592899f306f3143dc2f8b15ea394
     # via feast (pyproject.toml)
 debugpy==1.8.21 \
     --hash=sha256:0042da0ecd0a8b50dc4a54395ecd870d258d73fa18776f50c91fdcabdcad2675 \
@@ -1171,9 +1235,9 @@ dnspython==2.8.0 \
     # via
     #   feast (pyproject.toml)
     #   pymongo
-docker==7.1.0 \
-    --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \
-    --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0
+docker==7.2.0 \
+    --hash=sha256:a3f45fdeb9165e2d25d9a1d02ddf3bc70fb572cf5ebbf9b58558c22caf29b71f \
+    --hash=sha256:cebb93773d334f778e023a7ee352a8d6e13ab1bd3b863a4d4a59dec897df43ac
     # via
     #   mlflow
     #   testcontainers
@@ -1181,9 +1245,9 @@ docling==2.27.0 \
     --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \
     --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d
     # via feast (pyproject.toml)
-docling-core[chunking]==2.83.1 \
-    --hash=sha256:154db6d6be5ac0bc0affa272a39e81346dc953ea7ce5cd6f20809cc5272499c6 \
-    --hash=sha256:e09ce91d18522bb161b45ca79b9bd2c94f0b38ca744a1f8605f3e1d9bff26902
+docling-core[chunking]==2.84.0 \
+    --hash=sha256:2aee881b94138234c703298066b5ed94999490323ae6a29cbe5110f9248b83dd \
+    --hash=sha256:331035d5032be683a6d66d476146652491d2c75e4562e04da3f1a8d989d74bfc
     # via
     #   docling
     #   docling-ibm-models
@@ -1225,42 +1289,42 @@ docutils==0.19 \
     --hash=sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6 \
     --hash=sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -1324,9 +1388,9 @@ faiss-cpu==1.10.0 \
     # via
     #   feast (pyproject.toml)
     #   milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -1335,13 +1399,13 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-fastjsonschema==2.21.2 \
-    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463 \
-    --hash=sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de
+fastjsonschema==2.22.1 \
+    --hash=sha256:0b83d1ce8d7845b959dcb20e1a5c3c8883b6541d9c52ab02cce5166b75ec805f \
+    --hash=sha256:cf377ff5c9a6f4f3125fb35f75a2c5767bd824ffbcf62c209a93cd48d1453999
     # via nbformat
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via
     #   datasets
     #   huggingface-hub
@@ -1357,12 +1421,6 @@ filetype==1.2.0 \
 flask==3.1.3 \
     --hash=sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb \
     --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c
-    # via
-    #   flask-cors
-    #   mlflow
-flask-cors==6.0.5 \
-    --hash=sha256:30c5031552cd59f620ac0c8211dac45b345d3b2df310e7721879e4f46ef9c601 \
-    --hash=sha256:68fcf75693e961f3af26683b23c4b9a8fb6b64de17d20d0c37b95e8de7ab2ed8
     # via mlflow
 fonttools==4.63.0 \
     --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \
@@ -1554,9 +1612,9 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec[http]==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+fsspec[http]==2026.6.0 \
+    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
+    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1575,13 +1633,13 @@ gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
     # via gitpython
-gitpython==3.1.50 \
-    --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \
-    --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9
+gitpython==3.1.57 \
+    --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
+    --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
     # via mlflow-skinny
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -1592,9 +1650,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-storage
     #   opencensus
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   databricks-sdk
     #   google-api-core
@@ -1613,9 +1671,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -1623,9 +1681,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -1635,9 +1693,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -1717,58 +1775,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1795,9 +1853,9 @@ grpcio-reflection==1.81.1 \
     --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
     --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 grpcio-testing==1.81.1 \
     --hash=sha256:69792db25781cefd2479d12285ca6bebe589e2aa1d64b4b8d18cf35f58c6b810 \
@@ -1856,9 +1914,9 @@ grpcio-tools==1.81.1 \
     --hash=sha256:f8cb64f87c45ccca8234fa47e6b21f09e43801ff11b556deecb461b3b3e9f292 \
     --hash=sha256:fc3d2a41a7a4467fa03b391394fffada9291fe8feebc8679b526f6bc36942b25
     # via feast (pyproject.toml)
-gunicorn==26.0.0 \
-    --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
-    --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf
+gunicorn==23.0.0 \
+    --hash=sha256:ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d \
+    --hash=sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec
     # via
     #   feast (pyproject.toml)
     #   mlflow
@@ -1868,45 +1926,38 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
-h2==4.3.0 \
-    --hash=sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1 \
-    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
+h2==4.4.0 \
+    --hash=sha256:46b551bdcdc7e83cf5c04d0bf93badb8a939bd2287d9fee1abb23a445b9e0580 \
+    --hash=sha256:6acffe1aeab79098d7eb0f8385c1add11f2c7a94815f6fa2b7060eeddee3d87c
     # via httpx
 happybase==1.3.0 \
     --hash=sha256:43b6275d2865fc1364680a03f085491cd85d8b84db3c5aa94d25186685dfd87e \
     --hash=sha256:f2644cf1ef9d662fbe6f709fcfd66bf13e949f3efd4745a3230cf5f904fb7839
     # via feast (pyproject.toml)
-hazelcast-python-client==5.6.0 \
-    --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \
-    --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c
+hazelcast-python-client==5.7.0 \
+    --hash=sha256:6a218295af38730bd1781a6b2fefbf24851f1d6abb472f0bfe927a281b3f83b7 \
+    --hash=sha256:79e7c6e77453e53af29bb2454504e1b8d3a422527813116ee44379c18ee9849f
     # via feast (pyproject.toml)
-hf-xet==1.5.1 \
-    --hash=sha256:0c97106032ef70467b4f6bc2d0ccc266d7613ee076afc56516c502f87ce1c4a6 \
-    --hash=sha256:3474760d10e3bb6f92ff3f024fcb00c0b3e4001e9b035c7483e49a5dd17aa70f \
-    --hash=sha256:4f561cbbb92f80960772059864b7fb07eae879adde1b2e781ec6f86f6ac26c59 \
-    --hash=sha256:51ef4500dab3764b41135ee1381a4b62ce56fc54d4c92b719b59e597d6df5bf6 \
-    --hash=sha256:6071d5ccb4d8d2cbd5fea5cc798da4f0ba3f44e25369591c4e89a4987050e61d \
-    --hash=sha256:6208adb15d192b90e4c2ad2a27ed864359b2cb0f2494eb6d7c7f3699ac02e2bf \
-    --hash=sha256:6762d89b9e3267dfd502b29b2a327b4525f33b17e7b509a78d94e2151a30ce30 \
-    --hash=sha256:6abd35c3221eff63836618ddfb954dcf84798603f71d8e33e3ed7b04acfdbe6e \
-    --hash=sha256:6f7a04a8ad962422e225bc49fbbac99dc1806764b1f3e54dbd154bffa7593947 \
-    --hash=sha256:8298485c1e36e7e67cbd01eeb1376619b7af43d4f1ec245caae306f890a8a32d \
-    --hash=sha256:892e3a3a3aecc12aded8b93cf4f9cd059282c7de0732f7d55026f3abdf474350 \
-    --hash=sha256:93d090b57b211133f6c0dab0205ef5cb6d89162979ba75a74845045cc3063b8e \
-    --hash=sha256:94e761bbd266bf4c03cee73753916062665ce8365aa40ed321f45afcb934b41e \
-    --hash=sha256:97f212a88d14bbf573619a74b7fecb238de77d08fc702e54dec6f78276ca3283 \
-    --hash=sha256:a93df2039190502835b1db8cd7e178b0b7b889fe9ab51299d5ced26e0dd879a4 \
-    --hash=sha256:bf67e6ed10260cef62e852789dc91ebb03f382d5bdc4b1dbeb64763ea275e7d6 \
-    --hash=sha256:c6b6cd08ca095058780b50b8ce4d6cbf6787bcf27841705d58a9d32246e3e47a \
-    --hash=sha256:d48199c2bf4f8df0adc55d31d1368b6ec0e4d4f45bc86b08038089c23db0bed8 \
-    --hash=sha256:dbf48c0d02cf0b2e568944330c60d9120c272dabe013bd892d48e25bc6797577 \
-    --hash=sha256:e1af0de8ca6f190d4294a28b88023db64a1e2d1d719cab044baf75bec569e7a9 \
-    --hash=sha256:e78e4e5192ad2b674c2e1160b651cb9134db974f8ae1835bdfbfb0166b894a43 \
-    --hash=sha256:e7dbb40617410f432182d918e37c12303fe6700fd6aa6c5964e30a535a4461d6 \
-    --hash=sha256:f4ad3ebd4c32dd2b27099d69dc7b2df821e30767e46fb6ee6a0713778243b8ff \
-    --hash=sha256:f61e3665892a6c8c5e765395838b8ddf36185da835253d4bc4509a81e49fb342 \
-    --hash=sha256:f7b3002f95d1c13e24bcb4537baa8f0eb3838957067c91bb4959bc004a6435f5
+hf-xet==1.5.2 \
+    --hash=sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed \
+    --hash=sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d \
+    --hash=sha256:4a5ecb9cda8512ba2aa8ee5d37c87a1422992165892d653098c7b90247481c3b \
+    --hash=sha256:580e59e29bf37aece1f2b68537de1e3fb04f43a23d910dcf6f128280b5bfbba4 \
+    --hash=sha256:6395cfe3c9cbead4f16b31808b0e67eac428b66c656f856e99636adaddea878f \
+    --hash=sha256:73044bd31bae33c984af832d19c752a0dffb67518fee9ddbd91d616e1101cf47 \
+    --hash=sha256:7db73c810500c54c6760be8c39d4b2e476974de85424c50063efc22fdda13025 \
+    --hash=sha256:8764488197c1d7b1378c8438c18d2eea902e150dbca0b0f0d2d32603fb9b5576 \
+    --hash=sha256:8d7446f72abbf7e01ca5ff131786bc2e74a56393462c17a6bf1e303fbab81db4 \
+    --hash=sha256:bee28c619622d36968056532fd49cf2b35ca75099b1d616c31a618a893491380 \
+    --hash=sha256:cde8cd167126bb6109b2ceb19b844433a4988643e8f3e01dd9dd0e4a34535097 \
+    --hash=sha256:d6f9c58549407b84b9a5383afd68db0acc42345326a3159990b36a5ca8a20e4e \
+    --hash=sha256:db78c39c83d6279daddc98e2238f373ab8980685556d42472b4ec51abcf03e8c \
+    --hash=sha256:e396ab0faf6298199ad7a95305c3ca8498cb825978a6485be6d00587ee4ec577 \
+    --hash=sha256:ecf63d1cb69a9a7319910f8f83fcf9b46e7a32dfcf4b8f8eeddb55f647306e65 \
+    --hash=sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799 \
+    --hash=sha256:fd3add255549e8ef58fa35b2e42dc016961c050600444e7d77d030ba6b57120e
     # via huggingface-hub
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -2022,14 +2073,18 @@ hiredis==3.4.0 \
     --hash=sha256:ff28eca77a57751488df90b0f385b472fd78e140a4d45097224648a5737acdf5 \
     --hash=sha256:ff6217da86a63a6a5ea954d9b9ed67916d9d94a566b44aa98e68ae34b40ebbbf
     # via feast (pyproject.toml)
-hpack==4.1.0 \
-    --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496 \
-    --hash=sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca
+hpack==4.2.0 \
+    --hash=sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0 \
+    --hash=sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986
     # via h2
 httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -2090,18 +2145,13 @@ httpx[http2]==0.27.2 \
     #   datasets
     #   fastapi-mcp
     #   jupyterlab
-    #   mcp
     #   openlineage-python
     #   python-keycloak
     #   qdrant-client
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
-huey==3.0.3 \
-    --hash=sha256:1a17fef95fc8432f75413f1b77439cef5f3493c1ddbfba9151756b31a1b2dad3 \
-    --hash=sha256:d1c687734778b8282c035a943eead8368c1736bb28abc006596fbbc01bdc96dc
-    # via mlflow
 huggingface-hub==0.36.2 \
     --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \
     --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270
@@ -2132,21 +2182,22 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   jsonschema
     #   requests
     #   snowflake-connector-python
     #   yarl
-imageio==2.37.3 \
-    --hash=sha256:46f5bb8522cd421c0f5ae104d8268f569d856b29eb1a13b92829d1970f32c9f0 \
-    --hash=sha256:bbb37efbfc4c400fcd534b367b91fcd66d5da639aaa138034431a1c5e0a41451
+imageio==2.37.4 \
+    --hash=sha256:1ab2e22c8debf700f24c3ac43e8f95f3b3a8110c83b93411e97b4b0b2cd1c7e6 \
+    --hash=sha256:e45cbc5e83502047fb138f7f585f7f105a136a57eea5f4b3cfc6ce1b52720bd3
     # via scikit-image
 imagesize==2.0.0 \
     --hash=sha256:5667c5bbb57ab3f1fa4bc366f4fbc971db3d5ed011fd2715fd8001f782718d96 \
     --hash=sha256:8e8358c4a05c304f1fccf7ff96f036e7243a189e9e42e90851993c558cfe9ee3
     # via sphinx
-importlib-metadata==9.0.0 \
-    --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \
-    --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc
+importlib-metadata==8.9.0 \
+    --hash=sha256:58850626cef4bd2df100378b0f2aea9724a7b92f10770d547725b047078f99ee \
+    --hash=sha256:e0f761b6ea91ced3b0844c14c9d955224d538105921f8e6754c00f6ca79fba7f
     # via
     #   dask
     #   mlflow-skinny
@@ -2263,9 +2314,9 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-jupyter-builder==1.0.2 \
-    --hash=sha256:6155d78a5325010532a6419ffcba89eac643fd1aa56ea83115e661924d6f6aab \
-    --hash=sha256:b024f65d36e1d530542db597b00dd513261aa59842e0d0fbbb1015a9f1935e9c
+jupyter-builder==1.1.1 \
+    --hash=sha256:1a13977912b08deda77fce2c803940131c27cf77a27ed64b9ffca25aa0ed7e6c \
+    --hash=sha256:f9c14bc55c0488a073f62af12d468936fcf9ecb7e9dd802f6f9c33de46ad70db
     # via
     #   jupyterlab
     #   notebook
@@ -2309,9 +2360,9 @@ jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14 \
     --hash=sha256:bbda128ed41d0be9020349f9f1f2a4ab9952a73ed5f5ac9f1419794761fb87f5
     # via jupyter-server
-jupyterlab==4.6.0 \
-    --hash=sha256:6a8b88f2aae7ed4d012c634fc957c1a27f3aa217c32f0ced0175fac9ee17f9e5 \
-    --hash=sha256:b6938cb8a1ef3d43860ff4745a680c62cc0a9385f9672295bb56cd2e7cfeebe2
+jupyterlab==4.6.2 \
+    --hash=sha256:5964447036629adfcd3fc0969effc1da6f47d2cbd0a60b2c2eea7c31be0ec6a8 \
+    --hash=sha256:e18ce8b34f3de350e93cd5b2c4f3ae884cbe266eb76bf5d6825a4ed34c13bcff
     # via notebook
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d \
@@ -2327,9 +2378,9 @@ jupyterlab-widgets==3.0.16 \
     --hash=sha256:423da05071d55cf27a9e602216d35a3a65a3e41cdf9c5d3b643b814ce38c19e0 \
     --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
     # via ipywidgets
-jwcrypto==1.5.7 \
-    --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \
-    --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0
+jwcrypto==1.5.8 \
+    --hash=sha256:85aeb475f808d56bbc2f2ed1f6f73e6a317c4011a4321505f02f0aed695a3742 \
+    --hash=sha256:c3d7114b6f6e65b52f6b7da817eb8cb8423e1da31e1ef13508447c81ecbdcc34
     # via python-keycloak
 kiwisolver==1.5.0 \
     --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \
@@ -2454,9 +2505,9 @@ kube-authkit==0.4.0 \
     --hash=sha256:1df61ac392fca96c8f5ae8c3d6e9918f1e1655d212434b3c3da5f92cc23b660d \
     --hash=sha256:3bf5fc6ddc882498040118c907628ea68789f9a947454c241972008be59601a3
     # via codeflare-sdk
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via
     #   feast (pyproject.toml)
     #   codeflare-sdk
@@ -2791,53 +2842,53 @@ marshmallow==3.26.2 \
     --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \
     --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57
     # via great-expectations
-matplotlib==3.11.0 \
-    --hash=sha256:03acfeddf87b0dddb11b081ef7740ad445a3ca8bcb6b8e3011b08f2cf802b75c \
-    --hash=sha256:0515d495124be3124340e59f164d901ed4484e2246a5b74cfa483cac3b80bd97 \
-    --hash=sha256:06b5872e9cf11adc8f589ded3ce11bc3e1061ad498259664fabc1f6615beb918 \
-    --hash=sha256:126f256df600652d7e4b394cf3164ff75210a00038f287c95a012a6f58d0e83f \
-    --hash=sha256:15b0d160079cb10699a0e98b5989c70677b2df7cacdc62af67c30f2facec46d9 \
-    --hash=sha256:1644db30e759199443493ac5e5caec24fdb775a8f6123021f85ba47c4133c3cb \
-    --hash=sha256:19c16c61dea63b3582918503e6b294193961261d9daa806d4ae2151f1ad05430 \
-    --hash=sha256:1c02da0a629dfa9debf52725ea06866b74c1fb70a895bae05e4493d34074f9f2 \
-    --hash=sha256:25c2e5455efd8d99f41fb79871a31feb7d301569642e332ec58d72cfe9282bc3 \
-    --hash=sha256:2746cd2c113742ff6ce37a864c5ac5fd7aa644568f445e66166e457ac78e40e0 \
-    --hash=sha256:2d72ea8b7924f3cb955e61518d21e43b3df1e6c8a793b480a0c1214f185d30ba \
-    --hash=sha256:3338e3e3de128cf50d0d2fb92a122815daf9c755bd882a474343c05f8fd7ec79 \
-    --hash=sha256:3489c3dc487669b4a980bc3068f87856de7a1564248d3f6c629efb2a58b03f24 \
-    --hash=sha256:373db8f91214e8ccaf35ac833cc1dd59dd961e148bbd55dd027141591dde1313 \
-    --hash=sha256:3d68266213e73823ac3be90615bab0cf31f88851e114cdb1dd25dacf3b01e1a7 \
-    --hash=sha256:41635d7909d19e52e924a521dde6d8f670b0f53ab1d0e8c331fa831554f681d1 \
-    --hash=sha256:446307e6b04b57b1f1239e228a1ec2af0d589a1008cebc3dfa3f5441d095cfb6 \
-    --hash=sha256:4d7aea652b58e686444079be3376ef546bffa1eee9b9bb9c472b9fcf6cf410d3 \
-    --hash=sha256:5106c444d0bf966eee2853548c03772af4ab7199118e086c62fbac8ccb07c055 \
-    --hash=sha256:565af866fd63e4bd3f987d580afe27c44c2552a3b3305f4ecbb85133601ea6f3 \
-    --hash=sha256:57baa92fdc82948ed716eae6d2579d4d6f40965cd8d2f416755b4a72580a3233 \
-    --hash=sha256:630eee0e67d35cce2019a0e670719f4816e3b86aff0fa72729f6c69786fceb45 \
-    --hash=sha256:652fb5696271d4c50f196d22a5ff4f8e4444c74f847423570d7dc0aa2bbd0159 \
-    --hash=sha256:68c0c7be01b30dcca3638934f7f591df73401235cbdbf0d1ab1c71e7db7f8b57 \
-    --hash=sha256:6a98f5476ce784a50ce09998f4ae1e6a9f25043cef8a480c98949902eda74620 \
-    --hash=sha256:6ce3b839b34ae1f430b4616893a2945a2999debaa7e94e7e29a2a8bbf286f7b5 \
-    --hash=sha256:70a5b3e9a5dab708c0f039709ae7c68d5b4d254e291ef76492cdba230c8bb5e4 \
-    --hash=sha256:81ae77077a1e16d37a5b61096ccb07c8d90a99b518fa8256b8f21578932f2f62 \
-    --hash=sha256:942b37c5db1899610bd1543ce8e13e4ecff9a4633e7f63bb6aa9205d2644ebd1 \
-    --hash=sha256:94f5000f67ca9faa300863ea17f8bce9175cb67b88bec4bc7780502d53dd7c9e \
-    --hash=sha256:9dd11fb612ce7bc60b1de5b4fc87ff959d22317b5de42aabf392f66f97af22eb \
-    --hash=sha256:a9d8c6e7cd2f0ddf11d8d92e520dd1d9d2abb0cf6ac8831e338666c81e905847 \
-    --hash=sha256:aa55d73b3117d4b07f959cd9eb6f69b375d8df3414139c479388e551aa5d999d \
-    --hash=sha256:ab3722f04f3ff34c23b5012c5873d2894174e06c3822fcdac3610965a5ac7d06 \
-    --hash=sha256:ac6f1ef39f3d0f9e2463303013094992cdbe0f85f43bc54155bc472b2042768e \
-    --hash=sha256:be050fcf32f729eda99f7f75a80bf67612ce16ab9ac1c23a387dcaede95cb70e \
-    --hash=sha256:be152b7570324dc8d01574cc9474dd2d803237acf528bcbb5b211fa347461a09 \
-    --hash=sha256:be5f93a1d21981bfb802ded0d77a0caa92d4342a47d45754fac77e314a506344 \
-    --hash=sha256:c08e649a6313e1291e713623b97a38e5bb4aa580b2a100a94a3309bc6b9c8eb3 \
-    --hash=sha256:c945824670fb8915b4ac879e5e61f3c58e0913022f70a0de4c082b17372f8771 \
-    --hash=sha256:cf662e5ac5707658cb931e19972c4bd99f7b4f8b7bf79d3c821d239fa6b71e64 \
-    --hash=sha256:d9695457a467ff86d23f35037a43deb6f1134dd6d3e2ac8ce1e2087cff09ffb9 \
-    --hash=sha256:ddef37840695f5eef65f9f070fe2d2f510f584c2156203f9f622a5b0584efffd \
-    --hash=sha256:dfabef0230d0697aa0d717385194dd41162e00207a68bf4abf94c2bf4c27dca0 \
-    --hash=sha256:e6b3e64dea5062c570f04358e2711859f3531b459f29516274fbad889079e4f3 \
-    --hash=sha256:f857524b442f0f36e641868ce2171aafa88cb0bc0644f4e1d8a5df9b32649fef
+matplotlib==3.11.1 \
+    --hash=sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2 \
+    --hash=sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464 \
+    --hash=sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1 \
+    --hash=sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb \
+    --hash=sha256:1ac697e591c11b6ad04679a73c2d2f9980fe9d9f0311fb414a2e329706343dfb \
+    --hash=sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a \
+    --hash=sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b \
+    --hash=sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1 \
+    --hash=sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3 \
+    --hash=sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2 \
+    --hash=sha256:427258425f9a3fc4ed79a91f9e9b9aaf5a82cb6571e85dc14063cc6fbb993741 \
+    --hash=sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a \
+    --hash=sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987 \
+    --hash=sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be \
+    --hash=sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf \
+    --hash=sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f \
+    --hash=sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191 \
+    --hash=sha256:67e4c3cd578c65ebd81bdc09a1b6592ceafee6dfafe116dc85dfcb647b5bbb18 \
+    --hash=sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b \
+    --hash=sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30 \
+    --hash=sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f \
+    --hash=sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e \
+    --hash=sha256:7f33a781e12b1e53b278deb2f5373c2e55ec4f10727be3440c0cfb5cda9f944f \
+    --hash=sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f \
+    --hash=sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f \
+    --hash=sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda \
+    --hash=sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481 \
+    --hash=sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6 \
+    --hash=sha256:96f4bdeea33a8d15a071dbfe6d119451b1d719c733ac666d65357082901a9099 \
+    --hash=sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78 \
+    --hash=sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2 \
+    --hash=sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319 \
+    --hash=sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685 \
+    --hash=sha256:aee55e9041211bf84302ab55ec3965df18dd90ae19f8b58332a7feaf208bfe83 \
+    --hash=sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3 \
+    --hash=sha256:b4c78ceb2f11bcac7389d305cda17aeb1f4586a857854ab5780bd3dd8dbfc407 \
+    --hash=sha256:b7cf158e7add54a8d51ac9b5a84abd6d4e13ed4951b4f25f1c5139f41c2addb2 \
+    --hash=sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d \
+    --hash=sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea \
+    --hash=sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472 \
+    --hash=sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f \
+    --hash=sha256:d2ace7273b9a5061a3b420918a16fae1f2dc5dfee1abcc13aba71b5d94b1820c \
+    --hash=sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae \
+    --hash=sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74 \
+    --hash=sha256:e4b9ac2f1f607ecda2af90a5232beee2af7582fce1cc30c4b6a1b012dc21ee99 \
+    --hash=sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb
     # via mlflow
 matplotlib-inline==0.2.2 \
     --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
@@ -2845,39 +2896,41 @@ matplotlib-inline==0.2.2 \
     # via
     #   ipykernel
     #   ipython
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 minio==7.2.11 \
     --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \
     --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5
     # via feast (pyproject.toml)
-mistune==3.3.2 \
-    --hash=sha256:a678a56387d487db7368ede4647cb2ba1deff22ce61f92343e4ebe0ddfce4f2d \
-    --hash=sha256:e12ee4f1e74336e91aa1141e35f913b337c40bdf7c0cc49f21fb853a27e8b62f
+mistune==3.3.4 \
+    --hash=sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe \
+    --hash=sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a
     # via
     #   great-expectations
     #   nbconvert
-mlflow==3.14.0 \
-    --hash=sha256:5a1f818fa003035c724162096ce3ded7bc7bc47a1cae595df6173961983f4718 \
-    --hash=sha256:dbf77f7cdb5b5c0ec59b4671c61730b1b914b4dff7a2892e267a547cb5454f56
+mlflow==3.2.0 \
+    --hash=sha256:db97b925cc8afba15caf3749dcb4a95be83f9608e974f23253fbbc1d675247ea \
+    --hash=sha256:e96bd42238ea8b477691c8a8f6e8bdbf9247415ad7892e6e885994c6940bcf74
     # via feast (pyproject.toml)
-mlflow-skinny==3.14.0 \
-    --hash=sha256:a4880e086365871ef9d78e727a34ea5fb1ce615689579998d48e8c65ee1665a9 \
-    --hash=sha256:e50f4506422c7737157ae6643c165122af7898345f2e828fa93c4f10128653cf
+mlflow-skinny==3.2.0 \
+    --hash=sha256:b359ec082a0a966e4e8e80f03d850da7fa677ebe57e67b1c0877029e5eeee443 \
+    --hash=sha256:ec33a6fc164973e3b4d208e4ab8bec118ea93ff890ffbd08817b66468235ed71
     # via mlflow
-mlflow-tracing==3.14.0 \
-    --hash=sha256:854488dd18068f15e2a56f1cc7b8868c611d09ea39068d0a691a3f07e0048cae \
-    --hash=sha256:c2f701e001d35964f23fbbdfdda36c818a76c157b912ae83781199fd714be09a
+mlflow-tracing==3.2.0 \
+    --hash=sha256:4180d48b6b68a70b3e37987def3b0689d3f4ba722f5d2b98344c3717d2289b99 \
+    --hash=sha256:6f3dd940752ca28871b09880e9426d1293460822faa8706b33af1d50c29a0355
     # via mlflow
 mmh3==5.2.1 \
     --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \
@@ -3294,9 +3347,9 @@ mypy-protobuf==3.3.0 \
     --hash=sha256:15604f6943b16c05db646903261e3b3e775cf7f7990b7c37b03d043a907b650d \
     --hash=sha256:24f3b0aecb06656e983f58e07c732a90577b9d7af3e1066fc2b663bbf0370248
     # via feast (pyproject.toml)
-narwhals==2.22.1 \
-    --hash=sha256:60567d774edf77db53906f89d9fbd164e66e56d66d388e1e6990f17ac33cfb53 \
-    --hash=sha256:d62920805a0a43b7ff8b54b0c0d3142d796f8a9301836ada37e573d6a33cbcd9
+narwhals==2.24.0 \
+    --hash=sha256:42fdedf44e5b2ca7505630d45b4ac3058f38d8485cba9fe1652ca23152df7489 \
+    --hash=sha256:b5c0f684ccd9d7475b564111e319a4964abcf2baf79d3cf6b1003d06ac9b828d
     # via scikit-learn
 nbclient==0.11.0 \
     --hash=sha256:04a134a5b087f2c5887f228aca155db50169b8cd9334dee6942c8e927e56081a \
@@ -3349,9 +3402,9 @@ nodeenv==1.10.0 \
     --hash=sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827 \
     --hash=sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb
     # via pre-commit
-notebook==7.6.0 \
-    --hash=sha256:98aa2811b54ac191321d5dfce12ca700f8a511a33a26e4de2fa106a357c43d6a \
-    --hash=sha256:ea13e79e601bf273074895fdfb17dd3f2da916d3c045e0b9c47d18b16ab62481
+notebook==7.6.1 \
+    --hash=sha256:0b45fd1010668dd4808c40914d957706dbf044a677d28764dc881b74dfcede82 \
+    --hash=sha256:6ea1e4c926f0dc490444ddcc335797a3dacda470a805d01031872fb119988ba2
     # via great-expectations
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef \
@@ -3460,7 +3513,6 @@ numpy==2.4.6 \
     #   scipy
     #   sentence-transformers
     #   shapely
-    #   skops
     #   tifffile
     #   torchvision
     #   transformers
@@ -3476,18 +3528,19 @@ opencensus-context==0.1.3 \
     --hash=sha256:073bb0590007af276853009fac7e4bab1d523c3f03baf4cb4511ca38967c6039 \
     --hash=sha256:a03108c3c10d8c80bb5ddf5c8a1f033161fa61972a9917f9b9b3a18517f0088c
     # via opencensus
-opencv-python-headless==4.13.0.92 \
-    --hash=sha256:0525a3d2c0b46c611e2130b5fdebc94cf404845d8fa64d2f3a3b679572a5bd22 \
-    --hash=sha256:0bd48544f77c68b2941392fcdf9bcd2b9cdf00e98cb8c29b2455d194763cf99e \
-    --hash=sha256:1a7d040ac656c11b8c38677cc8cccdc149f98535089dbe5b081e80a4e5903209 \
-    --hash=sha256:3e0a6f0a37994ec6ce5f59e936be21d5d6384a4556f2d2da9c2f9c5dc948394c \
-    --hash=sha256:5c8cfc8e87ed452b5cecb9419473ee5560a989859fe1d10d1ce11ae87b09a2cb \
-    --hash=sha256:77a82fe35ddcec0f62c15f2ba8a12ecc2ed4207c17b0902c7a3151ae29f37fb6 \
-    --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \
-    --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d
+opencv-python-headless==5.0.0.93 \
+    --hash=sha256:030ca5e0837a2963ab36ef896baa9767eb8d2b83353fb28af5a521e40dd8756f \
+    --hash=sha256:09a872a157c1376ab922a69bbf22f9a95bcc7b658a9d8b436a60212b02b2eeb4 \
+    --hash=sha256:10818d91510e05c04568ae12b5cd120779c70c01bf897b001a6221fe430df80f \
+    --hash=sha256:1e55af3abfb462eeeabe5c775f12bdb36216d8a93a3583d69e6bd6e1d6ba7d00 \
+    --hash=sha256:829717b6a95554f273e49e357cee3b3a2a26b6f4842fbc1bed2b45bdd8f87e0e \
+    --hash=sha256:840bd717c21e5c11cadadc022a823315ea417f961213d06b4df010e019eb16f4 \
+    --hash=sha256:b82f9831daab90b725c7c1ee1b36cb5732c367096ac76d119e64e14eb70d5f3c \
+    --hash=sha256:c6bcd96b185975ea240d22cfdb15a1f6d080cc95264cfbe2621f21bb144d89b9 \
+    --hash=sha256:ed709fdf9aa0bd1f2ed8549e71d19449b03a675bb581eb292285f6861953be37
     # via easyocr
-openlineage-python==1.50.0 \
-    --hash=sha256:90edf51b3a42046c6d5aa663eed394a5853b2e0c2f9d3e9019df18014c5a20b2
+openlineage-python==1.52.0 \
+    --hash=sha256:e1bd73b3066021eecf69cc5c3571f6fd7e253768ea941f2c76f18969ea0ecb20
     # via feast (pyproject.toml)
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
@@ -3497,86 +3550,84 @@ openshift-client==1.0.18 \
     --hash=sha256:be3979440cfd96788146a3a1650dabe939d4d516eea0b39f87e66d2ab39495b1 \
     --hash=sha256:d8a84080307ccd9556f6c62a3707a3e6507baedee36fa425754f67db9ded528b
     # via codeflare-sdk
-opentelemetry-api==1.42.1 \
-    --hash=sha256:51a69edacadbc03a8950ace1c4c21099cacc538820ac2c9e36277e78cebba714 \
-    --hash=sha256:56c63bea9f77b62856be8c47600474acad853b2924b99b1687c4cb6297166716
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
     # via
+    #   mcp
     #   mlflow-skinny
     #   mlflow-tracing
     #   opentelemetry-exporter-prometheus
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
-opentelemetry-exporter-prometheus==0.63b1 \
-    --hash=sha256:0efd00aa6b1939345ddcc6de141b83ebffa2b4401a37a68f880e54217602701d \
-    --hash=sha256:31902e22c89431058a95b6dcdb644f9309f226aa4872cc755f0a780d2895e97f
+opentelemetry-exporter-prometheus==0.65b0 \
+    --hash=sha256:2777cbf41c403c119e10f418fce5d645c956b47f673a2ee120285d1d0c6df2d5 \
+    --hash=sha256:3b3d24b586d0ad9712c7b52b7d19c8a9dfbb318b9b284121b5f95e90ed019367
     # via ray
-opentelemetry-proto==1.42.1 \
-    --hash=sha256:c6a51e6b4f05ae63565f3a113217f3d2bfaec68f78c02d7a6c85f9010d1cfca6 \
-    --hash=sha256:dedb74cba2886c59c7789b227a7a670613025a07489040050aedff6e5c0fb43c
-    # via
-    #   mlflow-skinny
-    #   mlflow-tracing
-    #   ray
-opentelemetry-sdk==1.42.1 \
-    --hash=sha256:083cd4bbfaa5aa7b5a9e552430d9951219967cfb27aa61feb13a77aba1fc839d \
-    --hash=sha256:8c834e8f8c9ba4171d4ec843d0cb8a67e4c7394d3f9e9297e582cbd9456ddbf7
+opentelemetry-proto==1.44.0 \
+    --hash=sha256:898b155a0e1557afd867478fb6158e8122a46329ca0bb8dc53cc55e98f017f56 \
+    --hash=sha256:c547a79c2f8c0c515d31509154682e5921c7cfd5ca67b70e1f9266e2c3e103f3
+    # via ray
+opentelemetry-sdk==1.44.0 \
+    --hash=sha256:cebe7f65dc12f26ead75c6064de12fd2a9052e5060c0272d402cfa203aae123b \
+    --hash=sha256:df081c4c6bcfdb1211e3e86140376792643128a25f8d72d1d27675936e7e96ad
     # via
     #   mlflow-skinny
     #   mlflow-tracing
     #   opentelemetry-exporter-prometheus
     #   ray
-opentelemetry-semantic-conventions==0.63b1 \
-    --hash=sha256:3daf963611334b365e98a57438183eb012d3bfb40b2d931a9af613476b8701a9 \
-    --hash=sha256:dfe5ef4dee82586b746f522b818ceb298d00b3d59f660042bd79404bff8d0682
+opentelemetry-semantic-conventions==0.65b0 \
+    --hash=sha256:1cacde7b0ad306f84c5ef08c3dbe1bbaf20165bba6f8bff43b670e555a086bcb \
+    --hash=sha256:f9b2b81e9d5b64f11bc952075e7e9c7fb0aab075c7fd1c46d597f1b919852d60
     # via opentelemetry-sdk
-oracledb==4.0.1 \
-    --hash=sha256:032ca4f558b05f03fa1bef1b04e59ec350ae0b22e6d85c47f4ac62ae98315823 \
-    --hash=sha256:03afeda85bec3eca983ebf3ad9910d0f217d99300258366d287e015a041d6c13 \
-    --hash=sha256:08e84a6af1b6e5921dba088dd9fc0738927206eafe5ce9763c34195f87556849 \
-    --hash=sha256:0d3c6ed987df64b914ece0722692419fe494d07f15bb4d7715adeada4f914c3a \
-    --hash=sha256:0ece951553c106a0896c8e1690bcdf69d472761fa65fec9b8152cbce13ab8b81 \
-    --hash=sha256:10204432f0eea8707a79c75bdccb84071e43fd19c658cb3b34d1746b12c6e7fe \
-    --hash=sha256:20a10f903c8da59e9689a98bd68012f78fa19bed950ad9f19cd8f5b8b97e73a0 \
-    --hash=sha256:29ae0ff517a3241060eeee15a321b710c3f83a688cf2da7d5729adbe212e2b00 \
-    --hash=sha256:34bbea44423ed8b24093aa859ca7ee9b6e76ea490f9acdc5f6ff01aa1083e343 \
-    --hash=sha256:3b5ef1676a27b7e0a7ec55be27fd8f6d28d1601f5e8dfdae78705909f25b7c0a \
-    --hash=sha256:416b324cd7715073cf5f3d577330387ffd59741463995c25bdc2d82b3e80b88e \
-    --hash=sha256:443b2f03461e873ccd73dff3d8541fcf974c05e13e296a6687ffbb0c4a72c0a1 \
-    --hash=sha256:4b42725337f80d433a3bd2928c08667e5b89da9ce05cf9ae3a4189c4fc4805ea \
-    --hash=sha256:523b3356cde9d588ba250cefafdfc34869233d65c179f805ea6e4d3d6b209a7f \
-    --hash=sha256:5332a4499d61c3cd659ed09bbd0d3c9a4c74a70bd51136d5c3de9127dc6d7434 \
-    --hash=sha256:5646c126d4ab506ee2bda261e792f0036231ee929296057e79857ec678d86d4f \
-    --hash=sha256:7156ef112a901967b3ee89b6c582bafc5a3082c47ca566de1a79e9ac3b48da32 \
-    --hash=sha256:73ba32597fe1da72e0824aaa4b1900ec08a3b77268cb4eb45c733ae7e7043e70 \
-    --hash=sha256:7bbe5611f9196f0ec15d4bf838ec728d89586a962a20d65cad898aec020e11c4 \
-    --hash=sha256:7db5a43c29a23ed23923a29816c65c7a81fe00f2abfe6bf36d83ad952abd9b89 \
-    --hash=sha256:8159c5bd8f25b0ca0ce30f21e7a732a2bdfb4adb81b9c8ea1ca75339d8ec8398 \
-    --hash=sha256:828dd4c981b286f0467feab1c035fae8d3888cfdc707706841734821877ae1f3 \
-    --hash=sha256:86a06d0afb3bb3a24bace0e72fb9abca2093efe0fa3457c65c13ba4eb5000b0b \
-    --hash=sha256:86ac65cbc8d29626b1d9d203f9151566c26a78e55bdfc030c06169ae8017f458 \
-    --hash=sha256:873fcca53306e2b3b445a7d657cddc19e415a7aa7e392c473dfd1a3ae3970989 \
-    --hash=sha256:8e13ff1e6f28fdb863180d23fa94cb42c619c29d2981e24992431e51b97caa54 \
-    --hash=sha256:8fcad6d9628923281bf21e48a391ac2f87ec6950dc63381d8fea470e3128aef0 \
-    --hash=sha256:90586b3c7729b9cf3d40df902e81257f01e15e3408d8b6b9dbf91e939b64f72c \
-    --hash=sha256:9f521b3f3f14fa9b8e748aeb79b064ae6767fcb0e8ff969a9aba7a852f059658 \
-    --hash=sha256:a029dcee759bca56a8c95e952040c3d3f57e5ec05965355293b21930a66967fb \
-    --hash=sha256:ae894ca2705929eb0ac228329336fd03388ad6e3b54002be6f5d4400a8feaf52 \
-    --hash=sha256:b05bfadbfe462c39cc97258a973972f5bbbc9f8e2e9a4c2e0efcb1ec86b91088 \
-    --hash=sha256:b09eec35681d72c9476e6d715b89bb775724a31e7363df6beba7470494ea8040 \
-    --hash=sha256:b73820521eccd290506af94e1ffb9a8a5941b4018e3861df9b040652a7cef123 \
-    --hash=sha256:c05a01d6ad610a88c2aa1a43b1dc0a8485f5fbd4374d2b36908859d4205de192 \
-    --hash=sha256:c24b174aac8163065736072a726a50091791f6d30ac5c44965cf7044e86fbaf8 \
-    --hash=sha256:c2d394453f669858bec942ff0da18b6ebade296ece823d582ad2b464ed5c6c90 \
-    --hash=sha256:cb7727f93ff962ab826bc3d0bca4b0e5bf45ecb7c525551c70c9e094f0f27027 \
-    --hash=sha256:ce3f25552fe58df5c266874f8b13f0a8ab7fcd09ab4b476bc15520a67527ca4b \
-    --hash=sha256:ce6319ee01dcbb4d74f0e2a5794c6a566f339958ecac9830c67c7070521620e2 \
-    --hash=sha256:cf61e42b9ef723dbdd0b23032b695e872009ed7341003df59d9a97cd960df977 \
-    --hash=sha256:d132af7d95474d207632363575c7968b09e2d33dd24af3a36f539254433f4ae8 \
-    --hash=sha256:d7cd278d59780e22e0a7451d208460756d779dc62b55bdbd95652f9640fbf8c3 \
-    --hash=sha256:dbe8b44fea57385617838f2acfce8cc19f6c95cd9e65e7235e86b5932af1acd9 \
-    --hash=sha256:e36581bb10e719d928dad12018c2d42606db2c34f49d6665b06f701f049255f0 \
-    --hash=sha256:e3d54b624748cfe42248c4bc62c3f788632a2077058485a9acb3150312b1c396 \
-    --hash=sha256:e4926e699a42c526137724960fa4303ecb0b542186b11d3705ac84414a896508
+oracledb==4.0.2 \
+    --hash=sha256:0101b88c15ae628af556506840ae876e12bdb75506ef342e4990ac1758bad1eb \
+    --hash=sha256:04fd67692b3cdea2ac7135e6f87c82ce9035f3caa0891a26710a4c654f1e375e \
+    --hash=sha256:087fdf5bc36b03dc3c55f7abc944a163ba8edc9c802bc8baf91698a52041ee13 \
+    --hash=sha256:0a0be8111db80bb697ec66a34688a6985589e3f72789afe28e3b162b2c4cdd2b \
+    --hash=sha256:0a380ab72853487ea2764c5df772f35026b4219868fc3eba68e193c9aea230ac \
+    --hash=sha256:14124b5e8e4ba087f105ee389ee43e407840220a0ba2504de68eed903f51a711 \
+    --hash=sha256:1b89c02670bafc9b1fcc0d15175f097bdc1968bc36ee4d66aa63aee09bfbbe30 \
+    --hash=sha256:1d8933cfb94d9e947cb88dfc87bb2696120b388b89db14394133990585277fb3 \
+    --hash=sha256:33bcb765bf97056764c38481dc1dd959e4b61f3a240baacc645d7f06038ce225 \
+    --hash=sha256:36e72ffaaf589041dac72ddf589d694c0a9ac4576662a04628966d4ea089d6ea \
+    --hash=sha256:3bde3d507d8f50faa9480e99222fe5fa04dc0db2cb8b57746092022ac69ae93d \
+    --hash=sha256:41bb34ba8fe76019a958f6d0beba2baf9169ede0bf94e1a22f05f3ca7676f8d7 \
+    --hash=sha256:543a7398ebd778d40a839b76a331afa93f506ac143691a6de59ee31ae2e1c4aa \
+    --hash=sha256:567c093138d32f06512572de5b5d52459bea82b4e47098e9d668dae759965ccb \
+    --hash=sha256:579f2c568433523a990cde5bea73c980d144754dc54d3ab2cd37efd670dc31d6 \
+    --hash=sha256:58e71a3c1e294a99e39b086adf42074d48287548bf8edfa720c9507106186bbb \
+    --hash=sha256:5c1f13ba535d9f0fc61e1987720988612cf9424667d491fc344ba681f3336a17 \
+    --hash=sha256:5fe6e07ed29f84a6656e0580b4e662109d3bb90fc13d8f98ae3a56a67c75b80e \
+    --hash=sha256:60cd8a6045674ab481ff33b0bed448f656e7d9abd7fc88c8f349abda5351aad7 \
+    --hash=sha256:60f4a4847024f42e8b3be3c7d2597d682ef24f9342b5ebf1695a1bef2aa5be96 \
+    --hash=sha256:6444be4991f33754cd98f624cecef3eb98db3e87f8ac14e9b65bd3591c9dd252 \
+    --hash=sha256:6c8f3e34a077d7d2d39aa25c28b1aa53fd4fd6aa2437e4d48d9f18b2b28b95e4 \
+    --hash=sha256:6d4effb098af3dbcc1fcf785b304523afee1b9a311a8bd9c62bd3b4669198970 \
+    --hash=sha256:756db3529dc0f88251f9cbc349cc9c144af2424aae12c1ce24be2fbd9c1b1610 \
+    --hash=sha256:78d4a1cc1482b5927a9962c7766aeeae616a85eedbe49af8b797148ac1c1ac32 \
+    --hash=sha256:7d023f02f678937bcb6acce7c976569233d193e00c918d7e7b68580db1f68f45 \
+    --hash=sha256:864ad6a838e8d41031f117052ee2fac85453b6ecd483d1da6e8fd87701807e5e \
+    --hash=sha256:8a7a45fb1042f7258dfbd0b58044a6743c2e8112d0ef5ef9064e17a52968520f \
+    --hash=sha256:93b4d2cd17a93224711fadd28f77e956e5c6575cd923f24bfe0b1a2a581beb79 \
+    --hash=sha256:9d11723018b6aeae035f4e1feae4150b7cca1161023c2d68d957d7310fe0dd56 \
+    --hash=sha256:a1f46b01a089e0e0dd44c4ac4c5c79903760976346c74a698955c1fb76d68bf5 \
+    --hash=sha256:a45a13e33509db5bd3622a05cb2e4a6cb41d56d1bfd2a32caeacd26f4ce8b988 \
+    --hash=sha256:a814307ca8a6bf0649d8bf0a650a72f23030d9af052a2d4a481b94b6ab50d5a4 \
+    --hash=sha256:af4121112f0b68e8d61ce46a086c6aec8256fa2ca32d2e6467195a6c575c207b \
+    --hash=sha256:b14d52c09b3c7a8273b3640ba06675acec5000dab0356ef288587c46c30bbbb4 \
+    --hash=sha256:b4f2b51837248d4acfb323a64c48d89b62467b0f73d1211c99db9b80df0cdfbc \
+    --hash=sha256:b5d203426f0d191842b4cfd87c223163ccc57f7e7875ec7ed073f163de2229af \
+    --hash=sha256:b82d3d83bdc6246e53f8ad8b598d2508e9f5d983e352ce2e8a71a020200ba2d6 \
+    --hash=sha256:c193d2636f9c2e8549d24cc53947a8381c7b9488e0dae9cea5cf5bce30dc7313 \
+    --hash=sha256:cb70b231254ad82ff0639b8688e0e528100a984df65fcd7624bae88fb930e700 \
+    --hash=sha256:cbe3a75b463a334da9b3d76026062bcfb24ec563b7df291f700c9f7eefcbeefe \
+    --hash=sha256:d5a82a449d96fb89a93346d88128ad618526ffa290376d4b57fbcee1eedcd19f \
+    --hash=sha256:d8a83c120d8177f344bedf7698bc1af5f6fd031851031d3e20ced632286e3e84 \
+    --hash=sha256:db0d76199b6dffd721bda48dad4eeea6603942ce2e246f3b9301d85af6bda0ee \
+    --hash=sha256:f5ed684ab419603d53981e0f32b51da673e21a42d7dce1bf3f215a9301c7c108 \
+    --hash=sha256:f8ac435434193a1d88fcda6bfd9387c5562240d4f2e8de1f9ed20c64d5f0ff90 \
+    --hash=sha256:ff8a239de950acb600ab4fbe1b349fb085a75383bc9a163e50cab362293fc936
     # via ibis-framework
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
@@ -3660,9 +3711,9 @@ overrides==7.7.0 \
     --hash=sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a \
     --hash=sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49
     # via jupyter-server
-packaging==26.2 \
-    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
-    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
+    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
     # via
     #   accelerate
     #   build
@@ -3692,7 +3743,6 @@ packaging==26.2 \
     #   pytest
     #   ray
     #   scikit-image
-    #   skops
     #   snowflake-connector-python
     #   sphinx
     #   transformers
@@ -3928,9 +3978,9 @@ pip==26.1.2 \
     --hash=sha256:382ff9f685ee3bc25864f820aa50505825f10f5458ffff07e30a6d96e5715cab \
     --hash=sha256:f49cd134c61cf2fd75e0ce2676db03e4054504a5a4986d00f8299ae632dc4605
     # via pip-tools
-pip-tools==7.5.3 \
-    --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \
-    --hash=sha256:8fa364779ebc010cbfe17cb9de404457ac733e100840423f28f6955de7742d41
+pip-tools==7.6.0 \
+    --hash=sha256:4bd99155b6d8de358a214b0865e1a2855a453570c1a83d40f7b564870b8657be \
+    --hash=sha256:c1c59f7844df4866fa9542d3f50d1f44be537ac0027cb50b2563d6a992853981
     # via feast (pyproject.toml)
 platformdirs==3.11.0 \
     --hash=sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3 \
@@ -3958,10 +4008,6 @@ pre-commit==3.3.1 \
     --hash=sha256:218e9e3f7f7f3271ebc355a15598a4d3893ad9fc7b57fe446db75644543323b9 \
     --hash=sha256:733f78c9a056cdd169baa6cd4272d51ecfda95346ef8a89bf93712706021b907
     # via feast (pyproject.toml)
-prettytable==3.18.0 \
-    --hash=sha256:439217116152244369caf3d9f1caf2f9fe29b03bd79e88d2928c8e718c95d680 \
-    --hash=sha256:b3346e0e6f79180833aebaac088ae926340586cf6d7d991b9eb125b65f72313a
-    # via skops
 prometheus-client==0.24.1 \
     --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
     --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9
@@ -3970,9 +4016,9 @@ prometheus-client==0.24.1 \
     #   jupyter-server
     #   opentelemetry-exporter-prometheus
     #   ray
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+prompt-toolkit==3.0.53 \
+    --hash=sha256:01c0891d7f9237d5e339f7d3e42cdae80b7534abb1c7c0e3352efba6231492f2 \
+    --hash=sha256:9ec8a0ad96d5c56148b3f914aa79c1564c3fde5d2e6b876e7bc327e353cf8fa6
     # via ipython
 propcache==0.5.2 \
     --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
@@ -4099,9 +4145,9 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
@@ -4274,57 +4320,50 @@ py4j==0.10.9.9 \
     --hash=sha256:c7c26e4158defb37b0bb124933163641a2ff6e3a3913f7811b0ddbe07ed61533 \
     --hash=sha256:f694cad19efa5bd1dee4f3e5270eb406613c974394035e5bfc4ec1aba870b879
     # via pyspark
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==21.0.0 \
+    --hash=sha256:067c66ca29aaedae08218569a114e413b26e742171f526e828e1064fcdec13f4 \
+    --hash=sha256:072116f65604b822a7f22945a7a6e581cfa28e3454fdcc6939d4ff6090126623 \
+    --hash=sha256:0c4e75d13eb76295a49e0ea056eb18dbd87d81450bfeb8afa19a7e5a75ae2ad7 \
+    --hash=sha256:186aa00bca62139f75b7de8420f745f2af12941595bbbfa7ed3870ff63e25636 \
+    --hash=sha256:1e005378c4a2c6db3ada3ad4c217b381f6c886f0a80d6a316fe586b90f77efd7 \
+    --hash=sha256:203003786c9fd253ebcafa44b03c06983c9c8d06c3145e37f1b76a1f317aeae1 \
+    --hash=sha256:222c39e2c70113543982c6b34f3077962b44fca38c0bd9e68bb6781534425c10 \
+    --hash=sha256:26bfd95f6bff443ceae63c65dc7e048670b7e98bc892210acba7e4995d3d4b51 \
+    --hash=sha256:3a302f0e0963db37e0a24a70c56cf91a4faa0bca51c23812279ca2e23481fccd \
+    --hash=sha256:3a81486adc665c7eb1a2bde0224cfca6ceaba344a82a971ef059678417880eb8 \
+    --hash=sha256:3b4d97e297741796fead24867a8dabf86c87e4584ccc03167e4a811f50fdf74d \
+    --hash=sha256:40ebfcb54a4f11bcde86bc586cbd0272bac0d516cfa539c799c2453768477569 \
+    --hash=sha256:479ee41399fcddc46159a551705b89c05f11e8b8cb8e968f7fec64f62d91985e \
+    --hash=sha256:5051f2dccf0e283ff56335760cbc8622cf52264d67e359d5569541ac11b6d5bc \
+    --hash=sha256:555ca6935b2cbca2c0e932bedd853e9bc523098c39636de9ad4693b5b1df86d6 \
+    --hash=sha256:585e7224f21124dd57836b1530ac8f2df2afc43c861d7bf3d58a4870c42ae36c \
+    --hash=sha256:58c30a1729f82d201627c173d91bd431db88ea74dcaa3885855bc6203e433b82 \
+    --hash=sha256:6299449adf89df38537837487a4f8d3bd91ec94354fdd2a7d30bc11c48ef6e79 \
+    --hash=sha256:65f8e85f79031449ec8706b74504a316805217b35b6099155dd7e227eef0d4b6 \
+    --hash=sha256:689f448066781856237eca8d1975b98cace19b8dd2ab6145bf49475478bcaa10 \
+    --hash=sha256:69cbbdf0631396e9925e048cfa5bce4e8c3d3b41562bbd70c685a8eb53a91e61 \
+    --hash=sha256:731c7022587006b755d0bdb27626a1a3bb004bb56b11fb30d98b6c1b4718579d \
+    --hash=sha256:7be45519b830f7c24b21d630a31d48bcebfd5d4d7f9d3bdb49da9cdf6d764edb \
+    --hash=sha256:898afce396b80fdda05e3086b4256f8677c671f7b1d27a6976fa011d3fd0a86e \
+    --hash=sha256:8d58d8497814274d3d20214fbb24abcad2f7e351474357d552a8d53bce70c70e \
+    --hash=sha256:9b0b14b49ac10654332a805aedfc0147fb3469cbf8ea951b3d040dab12372594 \
+    --hash=sha256:9d9f8bcb4c3be7738add259738abdeddc363de1b80e3310e04067aa1ca596634 \
+    --hash=sha256:a7a102574faa3f421141a64c10216e078df467ab9576684d5cd696952546e2da \
+    --hash=sha256:a7f6524e3747e35f80744537c78e7302cd41deee8baa668d56d55f77d9c464b3 \
+    --hash=sha256:b6b27cf01e243871390474a211a7922bfbe3bda21e39bc9160daf0da3fe48876 \
+    --hash=sha256:b7ae0bbdc8c6674259b25bef5d2a1d6af5d39d7200c819cf99e07f7dfef1c51e \
+    --hash=sha256:bd04ec08f7f8bd113c55868bd3fc442a9db67c27af098c5f814a3091e71cc61a \
+    --hash=sha256:c077f48aab61738c237802836fc3844f85409a46015635198761b0d6a688f87b \
+    --hash=sha256:cdc4c17afda4dab2a9c0b79148a43a7f4e1094916b3e18d8975bfd6d6d52241f \
+    --hash=sha256:cf56ec8b0a5c8c9d7021d6fd754e688104f9ebebf1bf4449613c9531f5346a18 \
+    --hash=sha256:d2fe8e7f3ce329a71b7ddd7498b3cfac0eeb200c2789bd840234f0dc271a8efe \
+    --hash=sha256:dc56bc708f2d8ac71bd1dcb927e458c93cec10b98eb4120206a4091db7b67b99 \
+    --hash=sha256:e563271e2c5ff4d4a4cbeb2c83d5cf0d4938b891518e676025f7268c6fe5fe26 \
+    --hash=sha256:e72a8ec6b868e258a2cd2672d91f2860ad532d590ce94cdf7d5e7ec674ccf03d \
+    --hash=sha256:e99310a4ebd4479bcd1964dff9e14af33746300cb014aa4a3781738ac63baf4a \
+    --hash=sha256:f522e5709379d72fb3da7785aa489ff0bb87448a9dc5a75f45763a795a089ebd \
+    --hash=sha256:fc0d2f88b81dcf3ccf9a6ae17f89183762c8a94a5bdcfa09e05cfe413acf0503 \
+    --hash=sha256:fee33b0ca46f4c85443d6c450357101e47d53e6c3f008d658c27a2d020d44c79
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -4342,9 +4381,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -4454,6 +4493,7 @@ pydantic==2.13.4 \
     #   fastapi-mcp
     #   great-expectations
     #   mcp
+    #   mcp-types
     #   mlflow-skinny
     #   mlflow-tracing
     #   pydantic-settings
@@ -4589,7 +4629,6 @@ pydantic-settings==2.14.2 \
     #   docling
     #   docling-core
     #   fastapi-mcp
-    #   mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -4646,11 +4685,13 @@ pyjwt[crypto]==2.13.0 \
     #   msal
     #   singlestoredb
     #   snowflake-connector-python
-pylatexenc==2.10 \
-    --hash=sha256:3dd8fd84eb46dc30bee1e23eaab8d8fb5a7f507347b23e5f38ad9675c84f40d3
+pylatexenc==2.11 \
+    --hash=sha256:305a072a99ce736246049c9da05841b9d718c0f7ea8888f5f596cf15cb621053 \
+    --hash=sha256:e78e7391d6c104f1ed150e21cfaa58016cdb50aa54406a2eecb793649ffdfdd0
     # via docling
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymongo==4.17.0 \
     --hash=sha256:0ff6bd2f735ab5356541e3e57d5b7dbfbc3f2ee1ccb10b6b0f82d58af69d1d8e \
@@ -4725,65 +4766,50 @@ pymongo==4.17.0 \
     --hash=sha256:faf03e4c2aafd6de626dbd30ba246d369ae33f47f10629d1bbe40f72115027a6 \
     --hash=sha256:ff5aa3f1c7e3f08eb0e7a016c91ba468b1850ccfd63d9b1f12f56350f4974cef
     # via feast (pyproject.toml)
-pymssql==2.3.2 \
-    --hash=sha256:06883bc9bdb297ae9132d9371b5b1a3a223c8f93dd6a87d1c112c6a688f26d53 \
-    --hash=sha256:0768d90f96ae3267d7561d3bcfe94dd671d107489e870388b12570c3debbc552 \
-    --hash=sha256:0831c5c95aab0b9aba5142dc97e28f59c4130e1c34ffc13ecbfdd4d2fe45b8a0 \
-    --hash=sha256:08facd25a50a7279385d1ffcee9d6d83c4e361db1af38e14519a87d7b1cadb10 \
-    --hash=sha256:0a20a17db870fb0e446a6d6bf7664aaf84af7be58ab1fad025cafa4e092507a1 \
-    --hash=sha256:1037053e6c74d6fe14c428cc942968b4e4bf06854706a83fe8e822e475e3f107 \
-    --hash=sha256:148b7714fff5a5b7ce038e92b02dd9bf68fe442c181a3aae32148e7b13f6db95 \
-    --hash=sha256:18089641b687be1ebd0f64f0d1ff977478a397ffa1af372bdf10dbec29cf6d2e \
-    --hash=sha256:1afda7b7022eff9451bd83e3f64c450a1a8cdff4ba8b8e399866dcd2cb861a1e \
-    --hash=sha256:1bc33ed9af6d8ebea2d49144cd2317b7ae1105dd51dddfd46982c90c8f0cf6ab \
-    --hash=sha256:1c99dba4bf5b1ce10657e9e2885f18ba9179190251b63d1498e7d6d72e64f1ce \
-    --hash=sha256:1cdc2619e7b4192b8d6619fd52ba8a2eae18b38b376f8649fb8f0727c4e88ff9 \
-    --hash=sha256:22b1ce3a48f28ee7d06ebc9ed94276d0bf1c99051ee1df3d2377b74721bd62ef \
-    --hash=sha256:22fb0fdd3b889bc10abbe3aa2abe7a008b30a6367b9ba159412d185d7d8fda9d \
-    --hash=sha256:235c230e56d8c8c5f289e665c538f31d967fec302d05ad269dcd64fa9d6eb3b7 \
-    --hash=sha256:23f5e2e2bdba1cf7cecbac66dd07de7631a8efca5692efee18ff46ebc087b757 \
-    --hash=sha256:2568944db3888996e161b40ad06c1b9e0fbb6cfcb38279a3abb98ece7a8e1c4a \
-    --hash=sha256:26bdb7abd5f107b6be422635f03e2cecaa52a5f4c394a205014586abbff9e72a \
-    --hash=sha256:2a44a0898dacba4e25cac8778d0ed112e297883fe862204e447081888da78dc4 \
-    --hash=sha256:2f4093b95f1f3a1232687fc92f652aaf675eb423db8549c16d146b91ac2f0eba \
-    --hash=sha256:33ad813092f8fb8f74578c5b5e37c818c4ae130fd4047cb28f0b256f2f107367 \
-    --hash=sha256:3870085a49e5332bc67ecb24f217c586977d5352eb51598244fc7bc278eee3e1 \
-    --hash=sha256:41d09e1b2534229b288c37b88c1de3d964317af2c7eec58bfb97e01d679eba27 \
-    --hash=sha256:5904d78e61668ec89761d3ae01efd4b42b31d820f612929f449e93cd23ba3c54 \
-    --hash=sha256:6019d2939963112662288704f608f31634038bffcfd5cad1bc79cb167edb3cc1 \
-    --hash=sha256:72b6599963b6e066998c4b27b7bf207684c243b12b1e5dcc180b2af22802ae6c \
-    --hash=sha256:73fac766b448613d7ae26e6b304b2cb8a7ffebccaa373633bad3b3cbcc829935 \
-    --hash=sha256:793a93da1521fa66bf02b3b873065e22bf14bda5570e005ce3d5fae0776d7b92 \
-    --hash=sha256:79cdc3ed1da3129ba56232127db86279728c4328595e2532ed4d0da6379a5c72 \
-    --hash=sha256:82ed3dd560d3fb222d26ce3a7373f46dc3ad1d50b6e6417ef7399e87fa9aefe1 \
-    --hash=sha256:8cd806380d362d4cef2d925a6baee6a4b2b151a92cac2cab5c4bfabed4be4849 \
-    --hash=sha256:9361593a89c9162fc631baf648a87e2666373382d9d54aacfb19edab9ceb2007 \
-    --hash=sha256:97fbd8491ad3ece0adcb321acec6db48b8fe37bc74af4c91bb657d4d9347d634 \
-    --hash=sha256:9e3d6fada7fbe7a5f5fafc420673f777bab3f399c78fa44e29de6a8cbc36e515 \
-    --hash=sha256:a3f9e7eb813dfeab6d01bf6474049bb76b0521235159d3e969ec82df384eac49 \
-    --hash=sha256:aa08b6203b2b5ed5ce47f80d5c529459181300d7e0d0c1e84390a4d01d45e509 \
-    --hash=sha256:ab48de09864fa6f49c575ef569f6773981d0cd905ff7288b5b185f8079a5a21f \
-    --hash=sha256:ab912d1178d5977e421cf9c4d4071958b223cbe4a2b6dd64611d521aa6bb7187 \
-    --hash=sha256:ae02cc1594f0addd748bf5ac1ccc7a73c03846ada9c553663c381b242b586606 \
-    --hash=sha256:b0c2b11aca16617cacaf385fb94134e73ba0216a924f9b85778cc7e3d3713361 \
-    --hash=sha256:b14cc65369d1425f2fb517609113465a0f55f19a49648160f2d10be4cb43ff4d \
-    --hash=sha256:b156b15165f7a0bbb392a124d8e2d678145c93e5bfcfef3b637e4d87eadcc85b \
-    --hash=sha256:b16d5880f7028442d6c49c94801ce9bff3af8af0fbda7c6039febb936714aed5 \
-    --hash=sha256:b3eb201c402bcf4f5b9399df0bb20d522636d2e87d1c6957a0b6d772ee636c61 \
-    --hash=sha256:bac6f355c454f94b0e15a04b7841236e5c5c4ef44d2d1beed00a3ad7b50ccc53 \
-    --hash=sha256:c24ba6aedb9b5540b56f3e74bff92b687c6e90c00650823385729c7e55923cf5 \
-    --hash=sha256:cbe9058b6520be74463476ff2cdb17bbab5ff60b60b3ed7bd8bd2d086bdfd9bd \
-    --hash=sha256:cc13c2e0f1b8efc3a46941de9db768fa59937b5a54081ec0cb0ff0da17d1fff3 \
-    --hash=sha256:dd5fe7552edc81628e4242b4671f7bad5ff1ec790bae5c7615d989375620edac \
-    --hash=sha256:eb629b5fb0376fbf39d575cf1365e504b84877b19f9e8d53caa5228fed56894a \
-    --hash=sha256:ee8ee2c7c227c413ad9b88ddba1cb6a25e28c217ae73ecac1c7a6b8c29003604 \
-    --hash=sha256:ef0d29c705db552f9e75230f946b0ca9db0db903c5c9ee79ce8b88ad25ea9670 \
-    --hash=sha256:f1791f4627c42fe2d2833c884d036b0c5c8cf628f2cdfa3536191c217acf729e \
-    --hash=sha256:f282e701dca155b3e7f1644d7e3b60c201ca5f3be8045bce34042d3c737d63ee \
-    --hash=sha256:f2b1da4e68d618c7972e583ae19f386ae620258acb61564e8067c203f27cd769 \
-    --hash=sha256:f9737c06b13ca2012b9900185fa3af72a37941c532da2e6373dd7c9ab16abddf \
-    --hash=sha256:fb8a7b197aaf466a7577ca6690aa9d747081b653ab212d052d71f3cc10587c3b \
-    --hash=sha256:fdd774b26407babd0205ef85a098f90553e6b3da77a22322a1e7d2cb51f742c0
+pymssql==2.3.13 \
+    --hash=sha256:0a7e6431925572bc75fb47929ae8ca5b0aac26abfe8b98d4c08daf117b5657f1 \
+    --hash=sha256:0fddd24efe9d18bbf174fab7c6745b0927773718387f5517cf8082241f721a68 \
+    --hash=sha256:123c55ee41bc7a82c76db12e2eb189b50d0d7a11222b4f8789206d1cda3b33b9 \
+    --hash=sha256:1493f63d213607f708a5722aa230776ada726ccdb94097fab090a1717a2534e0 \
+    --hash=sha256:152be40c0d7f5e4b1323f7728b0a01f3ee0082190cfbadf84b2c2e930d57e00e \
+    --hash=sha256:16c5957a3c9e51a03276bfd76a22431e2bc4c565e2e95f2cbb3559312edda230 \
+    --hash=sha256:17942dc9474693ab2229a8a6013e5b9cb1312a5251207552141bb85fcce8c131 \
+    --hash=sha256:1c6d0b2d7961f159a07e4f0d8cc81f70ceab83f5e7fd1e832a2d069e1d67ee4e \
+    --hash=sha256:2137e904b1a65546be4ccb96730a391fcd5a85aab8a0632721feb5d7e39cfbce \
+    --hash=sha256:2b056eb175955f7fb715b60dc1c0c624969f4d24dbdcf804b41ab1e640a2b131 \
+    --hash=sha256:30918bb044242865c01838909777ef5e0f1b9ecd7f5882346aefa57f4414b29c \
+    --hash=sha256:319810b89aa64b99d9c5c01518752c813938df230496fa2c4c6dda0603f04c4c \
+    --hash=sha256:476f6f06b2ae5dfbfa0b169a6ecdd0d9ddfedb07f2d6dc97d2dd630ff2d6789a \
+    --hash=sha256:48631c7b9fd14a1bd5675c521b6082590bf700b7961c65638d237817b3fde735 \
+    --hash=sha256:4aa18944a121f996178e26cadc598abdbf73759f03dc3cd74263fdab1b28cd96 \
+    --hash=sha256:4b834c34e7600369eee7bc877948b53eb0fe6f3689f0888d005ae47dd53c0a66 \
+    --hash=sha256:4d87237500def5f743a52e415cd369d632907212154fcc7b4e13f264b4e30021 \
+    --hash=sha256:51e42c5defc3667f0803c7ade85db0e6f24b9a1c5a18fcdfa2d09c36bff9b065 \
+    --hash=sha256:5c045c0f1977a679cc30d5acd9da3f8aeb2dc6e744895b26444b4a2f20dad9a0 \
+    --hash=sha256:5c2e55b6513f9c5a2f58543233ed40baaa7f91c79e64a5f961ea3fc57a700b80 \
+    --hash=sha256:612ac062027d2118879f11a5986e9d9d82d07ca3545bb98c93200b68826ea687 \
+    --hash=sha256:6a6c0783d97f57133573a03aad3017917dbdf7831a65e0d84ccf2a85e183ca66 \
+    --hash=sha256:79c759db6e991eeae473b000c2e0a7fb8da799b2da469fe5a10d30916315e0b5 \
+    --hash=sha256:7d7037d2b5b907acc7906d0479924db2935a70c720450c41339146a4ada2b93d \
+    --hash=sha256:7f9b1d5aef2b5f47a7f9d9733caee4d66772681e8f798a0f5e4739a8bdab408c \
+    --hash=sha256:8d66ce0a249d2e3b57369048d71e1f00d08dfb90a758d134da0250ae7bc739c1 \
+    --hash=sha256:910404e0ec85c4cc7c633ec3df9b04a35f23bb74a844dd377a387026ae635e3a \
+    --hash=sha256:a930adda87bdd8351a5637cf73d6491936f34e525a5e513068a6eac742f69cdb \
+    --hash=sha256:aa5e07eff7e6e8bd4ba22c30e4cb8dd073e138cd272090603609a15cc5dbc75b \
+    --hash=sha256:b0af51904764811da0bfe4b057b1d72dee11a399ce9ed5770875162772740c8a \
+    --hash=sha256:c0ea72641cb0f8bce7ad8565dbdbda4a7437aa58bce045f2a3a788d71af2e4be \
+    --hash=sha256:c690f1869dadbf4201b7f51317fceff6e5d8f5175cec6a4a813e06b0dca2d6ed \
+    --hash=sha256:cf4f32b4a05b66f02cb7d55a0f3bcb0574a6f8cf0bee4bea6f7b104038364733 \
+    --hash=sha256:d663c908414a6a032f04d17628138b1782af916afc0df9fefac4751fa394c3ac \
+    --hash=sha256:d94da3a55545c5b6926cb4d1c6469396f0ae32ad5d6932c513f7a0bf569b4799 \
+    --hash=sha256:db77da1a3fc9b5b5c5400639d79d7658ba7ad620957100c5b025be608b562193 \
+    --hash=sha256:e053b443e842f9e1698fcb2b23a4bff1ff3d410894d880064e754ad823d541e5 \
+    --hash=sha256:e7c31f192da9d30f0e03ad99e548120a8740a675302e2f04fa8c929f7cbee771 \
+    --hash=sha256:eb3275985c23479e952d6462ae6c8b2b6993ab6b99a92805a9c17942cf3d5b3d \
+    --hash=sha256:f1897c1b767cc143e77d285123ae5fd4fa7379a1bfec5c515d38826caf084eb6 \
+    --hash=sha256:f5d995a80996235ed32102a93067ce6a7143cce3bfd4e5042bf600020fc08456 \
+    --hash=sha256:fc5482969c813b0a45ce51c41844ae5bfa8044ad5ef8b4820ef6de7d4545b7f2 \
+    --hash=sha256:ff5be7ab1d643dbce2ee3424d2ef9ae8e4146cf75bd20946bc7a6108e3ad1e47
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -4884,12 +4910,10 @@ pyodbc==5.3.0 \
     # via
     #   feast (pyproject.toml)
     #   ibis-framework
-pyopenssl==26.2.0 \
-    --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \
-    --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+pyopenssl==26.3.0 \
+    --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
+    --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
+    # via snowflake-connector-python
 pyparsing==3.3.2 \
     --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
     --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
@@ -5005,8 +5029,8 @@ pyroaring==1.1.0 \
     --hash=sha256:fdf484d26016e0c016f23f2b635d2899daec034565fdcc062ed6b10f3b26a3f4 \
     --hash=sha256:fe0b9f0baf190663df37571cbb8a77370e7bd3a66068276d48f813c53ceba530
     # via pyiceberg
-pyspark==4.1.2 \
-    --hash=sha256:fa5d6159f700d0990a07f4f62df1b7449401dccee9cd7d5d6df8957530841602
+pyspark==4.2.0 \
+    --hash=sha256:5ad689d53570ee1674193fd4f9bda065f0db3be9363a27d2a3406cc457b70b61
     # via feast (pyproject.toml)
 pytest==7.4.4 \
     --hash=sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280 \
@@ -5059,146 +5083,132 @@ pytest-xdist==3.8.0 \
     --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \
     --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1
     # via feast (pyproject.toml)
-python-bidi==0.6.10 \
-    --hash=sha256:00e8f3504e63a7713bdc1367b3de46270ddc76551f1cf04510039d65a123fd53 \
-    --hash=sha256:038d29ba39a638a5aa904e3f86547f6f883ca16b3ea1db98fbc861e9644762fe \
-    --hash=sha256:0533a900b9b9fa94e1c906e8cdb15b579389ce3fa959af228a12e8527aaba8cc \
-    --hash=sha256:0675bdaceac9e2bd8ea99729d064435d1d1502e1875b87ed72ad93a8da153ff0 \
-    --hash=sha256:07de0d6b998184233e8f753cbff5e828e0204b38daa3deaa458af6cb53c0960d \
-    --hash=sha256:099b82f05557c1588973cceab0ebd2535800990850b4cbf8eae57682ef746a16 \
-    --hash=sha256:099c3c29d813e263e999205ec9d59658c519c3bc51256e8ab3761ff3dc46a1b3 \
-    --hash=sha256:09c90aca4713ed86422acfbaf90d8c5c9f64cbae02e737e7f82f13cd2ff4f34c \
-    --hash=sha256:09d70ad127cbcb9cc5e90c4f2f427d998450374870f305345a8c23338a0bca55 \
-    --hash=sha256:0c63bf9de0646eb7cf8d520e258701e5086c010e18cbc32e8ab884e29d5ff12f \
-    --hash=sha256:0e404d7e027bd47553e48d9e3f207f3ee255698cac1fa80380d4703d4397ffe5 \
-    --hash=sha256:0ef816ef2a04ce92108cdcc61c7710860e0f2b11906d493e14c6e5b403b09a01 \
-    --hash=sha256:0f1c310774819302fba49b0608126033ba4b2bd0fb01d23b2c232df6d31003a4 \
-    --hash=sha256:0f6a5c7b00ce285a3389e261db3f0477c2c3e893b352e65889410d995ff5ee13 \
-    --hash=sha256:15298befde960a80885729c3603a95058f611b7d71de645cfbdd875f98146e14 \
-    --hash=sha256:153a2f75648ceb583a09e66b4da99ec54b82e3226e5c0992f79e05d2d00d5a6e \
-    --hash=sha256:1552aad47e65e8458346307e8b3fe7ae8eb0fcf3ea4ce3aba5cf44c50117e30b \
-    --hash=sha256:15f0deadc4e8bf4d5458d62c4c94f7716c1d29f106751f2d9f5a478698465df0 \
-    --hash=sha256:19c06c20f47f4a3daad14b5e7c2b4e23e76f4277883ef43616ecd9a8eff73203 \
-    --hash=sha256:1a156226a8723942b50ffa210d1840688da158c185e3d0840743345003249875 \
-    --hash=sha256:1d7714b96ab30df31337f5d100bf71ebe637976e2464761c81ab05787c4bacff \
-    --hash=sha256:22f51e0e5c64e18f5f9b6ac2d01fcbbecdfa6a2d571ae71323d3051d0635b9c6 \
-    --hash=sha256:2371afc3f50da896212b2d1ea7f461134ef292e1737c87d7547dd0384c092388 \
-    --hash=sha256:2598937e05401111ade68cd6e2212fa556fe8cc401b541d19dcd039496a0cfdd \
-    --hash=sha256:27fc502f2e368ffcedb97b674956f8306573f43cd0204e2ed9fbe7f41d116a7b \
-    --hash=sha256:29a476af5efbe7fedfb53c8d05d1447e4f4149da8d88fa0643716a374b6abf27 \
-    --hash=sha256:2a2013623ea8713e4bc712922d37449a4a86a504275b42447e1d2f22eb565f9d \
-    --hash=sha256:322bea01cd3f9c1cc153ea4ca3b8f82d27efe5ae8c4bd81cc981420e25490bd4 \
-    --hash=sha256:327e570f10443995d3697e8096bc337970dfc32cd5339759fa4e87093cf5cdf9 \
-    --hash=sha256:32c6075f2b44c1b3d01e7d0c8a5bb519bdbbc832bee2d4b01a06908117d3b050 \
-    --hash=sha256:32eb932af02b2dec7d3043daed84a80e34a3f46327a7cacf6a813773369fceb8 \
-    --hash=sha256:341d75c8b0e107bd5188e30a8a340ec5e1a26066f21de3c761b53fde54e6cd7d \
-    --hash=sha256:3a2fcfc6be1917695cd6f7c9626481aa81ade7e3ef3f79c0f7a286edf68e4463 \
-    --hash=sha256:3a485820e499c74332929eb9fe9246cec92fd4e6b8c2abde03e8d8f0fea00728 \
-    --hash=sha256:3d0c48305c58a5ed0017500dbeedbfc62fc8b9cd552d582ea578a10f77eed1c1 \
-    --hash=sha256:3ebbf3915c39ed8d0095e3672ed4f824dfe9544e950a273513956b147528a18b \
-    --hash=sha256:3ff3bc2221d8c32427cf90999b60ee9bd5e31e2e0b7f54b63ad54a05912725b8 \
-    --hash=sha256:441d931609adfb2d213892e2da0326a5c5048f05e36497d5e37087b97a3287dd \
-    --hash=sha256:446f1cd15783b14a280fc6c8e8931afa3f4ec1edc0b341b82cfca1537886cf28 \
-    --hash=sha256:44caa945d27b7634bb4fdfe8fbeaa27b33fb12b66418e326e5a491d235b5c61b \
-    --hash=sha256:44e21c6dc51b88ede76aafe730a208ef5a23cf7275d30d7870ff46e3a6ad4314 \
-    --hash=sha256:44e6566093397def4e72f85e47d246d442838c497e6be3b14be0bca7d9761a50 \
-    --hash=sha256:452a7ff78909edef965d1f2dc87e8cf04e6d4234771eef9b876688fdd821ab1d \
-    --hash=sha256:473e718a86e5a9290ee240cf0cf49093ec0ca841d709f0fef191b7f5ea4e8b3b \
-    --hash=sha256:48af3fc3bee49c3be03bbd47b503dc794474c52db249c57d230a4616cf13cf52 \
-    --hash=sha256:4ed6794f07fcb4374e74a1a973350c5997c2088ba6143a8fedb533010f379502 \
-    --hash=sha256:5040b6595e6a9d1cbca5fc2298684994cc5f1036ff2015eaf30063f015f31540 \
-    --hash=sha256:5899a244bc0b60d71ae80dcf0dfad16c72e742857c13c0d040d1c975bb758983 \
-    --hash=sha256:5d11a3eb283fbde362c4b1faa32a4053413a83aa6abc2274827e1f03c89f53f4 \
-    --hash=sha256:5e4752fc7228a2d70b69dc81fe4bbe602eca44a520b3d7ff46b50fb2b68d435e \
-    --hash=sha256:5f3febf9b547b3b237429fb8c214ff8faa50972c6de0fc0fbaf060fc29e4696d \
-    --hash=sha256:5fdea42e1356d428cdc1771e3468327cf776da51c44a8ced855b67b02809ea56 \
-    --hash=sha256:6054e1b9920a917749fb4e7547b378e0647c25095c012a2a7c184493b9204ef1 \
-    --hash=sha256:644d068e01071c7af565a70269f8c93f6434c031df2b1428625ed8f6040b94b4 \
-    --hash=sha256:64d4adc41eb79de0561874bbbe74e8f7974b3bb947070d0edd73d388c98e1234 \
-    --hash=sha256:6a75d9ab145003094475bc955120b4577d70f34ee02f0b69696d7f216b513479 \
-    --hash=sha256:6c5be3141bf22d2908d6269e613c2bc3824db0f31560a61b95be75d224812c67 \
-    --hash=sha256:6e2b535558cad96805b58695353a628471e455f4f30e346d1d0a10468c991d0e \
-    --hash=sha256:704c76e64aa0f7c0d4b8dff04ce9e8fb38314bddd1426985856e2533e66d7d21 \
-    --hash=sha256:732ad1ebff85d4669152ec8c0bbeebdf945a3460e26ae852a30d39d93765765c \
-    --hash=sha256:73bc12f9599cf1dbc39e3792abaa8fc62656cff30340308c3341583631ea5fcc \
-    --hash=sha256:78248580e38051ba799076bffa5d0498d2550a4fa6d2ec733c38e4ec5a2d8039 \
-    --hash=sha256:7965b1c468b986a1bbb9fd3ba8641b51f4f93352cefc83eec851fdf15850019f \
-    --hash=sha256:79ba6f914436c674cb0a25d4e1356e54b3b788ccd1498e1b130edd6ba1ad2f8e \
-    --hash=sha256:7a3f20dca786d493c1383273992ca87ff78942456898b136e2973a682dad73ae \
-    --hash=sha256:7a5452fda554628660eb4c1c4da6187986c5497f34fbeb07f920c867b6daa943 \
-    --hash=sha256:7ae97eed360514e229b0c407095a4184d8a0e6383bc87962972ae27f6ecb96e6 \
-    --hash=sha256:8012aed843d01a96fbd5c2fe4d8062696f8720d38990d68eaf871aa692652e98 \
-    --hash=sha256:81b27ffd3e40e2d8f274e1acbf5967873e53d6f32bf677899e0d8421170703da \
-    --hash=sha256:82897bacfd8fc2fb1157b1828a011af954c24b1dc25adb2aec33fdbcacd3935f \
-    --hash=sha256:84f6975f51d2af2e9b474669f26673486899138ea985f9967db4f6ab9a431b95 \
-    --hash=sha256:86dea78bc3953853afb701b7bf3531f062e7aa7d0a4bdb1a59f496200967bbf7 \
-    --hash=sha256:8af0d7059829d43e5b9e4072103f09d3869d3da9fc6db66b51e93da0ed0b1161 \
-    --hash=sha256:8f95878c574eb603942561ad76d09ed8b05e2ffd46917b32f15bb83878f7f40e \
-    --hash=sha256:903b8e4ea0fed7d453e7e437d41ba0357be55572a108f8d6110ab74cbe3b2bb0 \
-    --hash=sha256:916688bcee55ce613879751a27b25977f75403c681e6d110cdf301edb48027a1 \
-    --hash=sha256:929c705687f506fed02aa1fbd6781fb310203d7a20420dd7f106cd87fe1d01c5 \
-    --hash=sha256:9545c3cd8238a79ab7e0ff7b27326bef3439001207984ea47fa3be31551d364e \
-    --hash=sha256:97692e9fb3271a637f18d728d5db4ff729c82ae25356e35d371fada2fe0ff006 \
-    --hash=sha256:9c2ae7649b77a4354b6db6423c495bd57ac5727d62266dfe98254896eb573b25 \
-    --hash=sha256:a06a6e54a95b5c5864e117af2479113bb367660b0d95295b4adf314b3dff77af \
-    --hash=sha256:a0df4cb0fe94de7565c3fc875888431ef774d643f00b030bd041fdebbdcd189b \
-    --hash=sha256:a2e1da56d841ae506c49df41e16893428b96d3c8c255f096b1aa83c512302c94 \
-    --hash=sha256:a50b1ce6c5a2aaa4febbd72cf030ec7d9bd63a063977850e484fb4a7983f7eaf \
-    --hash=sha256:a51922e22ab237431c3d5505b2511732748f936349ab65d0c1a4a13e224144fc \
-    --hash=sha256:a5aac3c9648872dcf11543751e2a8970ab0e8e3192fdf83ed507838917f50d70 \
-    --hash=sha256:a7853e894f723675489ac49aa4b52dc8eac87d7a67b5940631c8c9d2aab46f90 \
-    --hash=sha256:a7871f1226a062c641c500f81f05c2c00274c23de26707d747ce16ede43a6fdb \
-    --hash=sha256:a84f26e55770a9326cedf79c005c2e7f9c13da9e0cbb65bc36890382a793bda9 \
-    --hash=sha256:a9b83026c2907ad207eff37d5d302ecdd20441ba87d89401a79fa4b9af11f24d \
-    --hash=sha256:afd28c86da0968996595b3dcc1166b24367954d69242c186c0916721fe36274d \
-    --hash=sha256:b048ba7ec56dfd0eb37bee34d395771d1ce444fd7a32c6e8ddd3bfc92090a1d8 \
-    --hash=sha256:b0c77d935abdd7e3bee0f9b8a7d0ae8a7c230e5aca3a7b9948576b2e151c9985 \
-    --hash=sha256:b223d1f5493530777475fc40e4a47b6854a5ac56ea3211196d7a91809fa565f3 \
-    --hash=sha256:b35b3c7e2c91f67dbf49de4513adf80ee052b06f15dcb9e7e5c6cd6f37373114 \
-    --hash=sha256:b35ff4e825c4ad912a30909f2922eddd684c84bffc48e713c8bf22a4f3d7794f \
-    --hash=sha256:b45368872b3770b20d101a87364ffeec5c0cf02d8aaee1834c30167fe29ddaaa \
-    --hash=sha256:b47233bf36749ab63561ece99b8b32684043558415f1e4ca6c540f1793fa12f3 \
-    --hash=sha256:b497a46082c3b0e0f9a2571d573e745686ed1a6f7a9c631ebe2b9d6f55ecc87a \
-    --hash=sha256:b528e71c3f4b867e207418ea4ed465a111306ac6c2838bf75ff1e465c74ea933 \
-    --hash=sha256:b5c66316296044bcdda0fa37296322973c73b708eac737565d5bbc2f6fd51037 \
-    --hash=sha256:b6bbca74b7d39d4f259c0eebb6d62fd970999c0beae553db7232319d151fa533 \
-    --hash=sha256:b6ff61cd6e3a60ae9bd559aa5ab5a7018e8d26067e7f80ca0ac30e08c76bf983 \
-    --hash=sha256:b97376c559d90d80976a2b3c2d1f7699b6e3ae69ffd2bfdefaacf1eb4bc45f8e \
-    --hash=sha256:bca06cdbd6d90a939af253ddeed232e7e122a1e027942c2ebd431307e6471be6 \
-    --hash=sha256:bd1247b5138e23824b62f96aa03f1d45084dee6c76c46019784546cc432a85ee \
-    --hash=sha256:c1726465626bcad9518ff878be9edb6897b42d57c1bfb9e4a00ffd4000980c48 \
-    --hash=sha256:c267e531392cbdd900e46796d410dda380c7b311434bf5090ee261bb05650bcc \
-    --hash=sha256:c2960742693ee19663bc448328b6b7035f6ae4ad28f57379568d22180911c7d5 \
-    --hash=sha256:c55787b0274b1e06530817fe6d375a5443a0e32d5ee55071244fe5af3483fcbc \
-    --hash=sha256:c5fb03df1d641d19cec53ee9eb5b89f659d0087d03ae94f06e78e2663824d013 \
-    --hash=sha256:c7aa354a62e727b592cfa181a5d435d9a946aba4dd2349bb18fc52c869d470f1 \
-    --hash=sha256:c7b849fa2ed07cb59ed5e76d3cf0e3527b7d7bfa2e70d4fcb6df048a9c9177ee \
-    --hash=sha256:cac7477518b8cfd53e78527a873be7de5a69183397124f7ebcae295cc39187c1 \
-    --hash=sha256:cdc2933960f9b1b160551ff4a0cc543ec3866550ad13f35f1881c22f08b5ad82 \
-    --hash=sha256:ce576c6e9a548e09c853e47cb88a95bb29363586c6ec7778ead517e61449b275 \
-    --hash=sha256:d698d1354d7e30d3a3fbfb91b7b6c904e13875b4ed2dc40c726ca23d82b5089a \
-    --hash=sha256:d6ec69bd053def14e4538b15dcd28bc9528c820b644687c0d38afc38e81fe8e8 \
-    --hash=sha256:d717dc455632ab75284969106c4f40cc1533709f852c50d6db643b20e903b23d \
-    --hash=sha256:d7d9b2602cccbb92fc6a8b8ab2b1f0f03c77c126e089f22f7747b19499cb3e1d \
-    --hash=sha256:de06759a2b223599a98a200b01b9fdafec7e346b513ce6a31632f7089234eca3 \
-    --hash=sha256:de7f4782b4381ae5b0dfa36ce1e4b0a925ccecd4f52330fcc50bcd73430b99fd \
-    --hash=sha256:df0a3aa46c78e56ebed8c5be33da34c0408d4114c6b782103208fecbd3b6cac0 \
-    --hash=sha256:e0fe5c41dac834dfbf1f93f29438393fef13ce250e699d67d2c066da6a0eb8af \
-    --hash=sha256:e13dc08bcf7ef257d0635400e3377d3a776ec57ea25e985e903b00bf5ea06911 \
-    --hash=sha256:e2e81871fa3353376a35260bf0313e631624eac6997d8fa4d60f38beee3f633f \
-    --hash=sha256:e4871a8955ba6c4d80eaffc0f44af6ab724a99f4ec2ad6499243fe542027494f \
-    --hash=sha256:e65f8b3029e64af05323cc630550b27649d8b1b612387c2e88411ae32c6a5b59 \
-    --hash=sha256:e75704f210e8fbcfbe9546f33d4ef86ff9932830d74726108b45dad72d5c1b55 \
-    --hash=sha256:e7f1fa876d3b7c09c1c6be627338502e78d3cc6e9b21ea94f8eeec6ad4157afa \
-    --hash=sha256:edec736cfe6b5421e6c0fbf3e4fc70b5db30263d22e070526c7c540f5895f9fb \
-    --hash=sha256:f3386c4370515f7acb3372ca49b4bd6652b65c381f50e772b5de96da7df2dbad \
-    --hash=sha256:f53dbcc5b1ab75ee593f9ccdd474f9091e21b2051ade79db9930540188f3c9e3 \
-    --hash=sha256:f6dad7fe7f004900a45b04ab2ef51dd11a46c7be4b182c2e533810435e197249 \
-    --hash=sha256:f6e8fca537eb348409549b75f8721fe911cc001124cc7cbfa1a4722e641584c3 \
-    --hash=sha256:f6fb6b3fef1b611841f50688c46d722ad5bd9bb5b9beec9d7c51885519f6026c \
-    --hash=sha256:fc012f8738e21462b8b173278ef9278a822373a64f558ac1bfa36eceb56296df \
-    --hash=sha256:fedf838627e262a5a3b9312a144582e7c81ff3be986a3b0ecd51b9d904747c0b \
-    --hash=sha256:ff693056db843b5e4de6d8e50b4847c116481406492d10517dfe4d7c573c8f82
+python-bidi==0.6.11 \
+    --hash=sha256:034090c597af250d699299d7e7f1e83eb016f9e47b3b707bd89ab2bdec77bce0 \
+    --hash=sha256:0608bddcc1c53dfa5293499de13ca9935b31aa46d1c722c404a88c703d1a4e47 \
+    --hash=sha256:0d339c4ebf3c2501d7569971a22e762fb45d8af7e19a0573afe260d69b35fb0d \
+    --hash=sha256:0d496f9fc21b7457e12395e54088ab99776966c663b4cd4a74770c7a6418ab59 \
+    --hash=sha256:19bae96ff1ee76b3a7dc962598b69426538e3021460cf85a4017437548ab6947 \
+    --hash=sha256:19d13c70b1f7bb5dc69866a11624f3b78123807b4ede18f4f99f656ed86babec \
+    --hash=sha256:1a639a2c62f825e72eb42901fd1c69296d09c192ae003195e6cf773f92d6bb42 \
+    --hash=sha256:1ad5f712a32be30d28eb96e119e85818747a43cea253de6c3160b464b62a5619 \
+    --hash=sha256:1b41cc6bc9ad78a12da5f987da15e931c771f18ceca58f2fe8ed50f253490a97 \
+    --hash=sha256:1ffd728f1f7866ff7399906bbc17ef5cf010b90ce56a1e94937b28a1a4cf5a7d \
+    --hash=sha256:20ab47a4098577fc9a82816c330c89ff597c31ba69c98bc6a1b6a5737b03de05 \
+    --hash=sha256:239a00b2adb5f897d11d7b7a491d759fb9883e71a71cfd90c4147a733b4df4d3 \
+    --hash=sha256:2b208fc26ab2c7adfd2c4d84753a5045f664e0bec19ca462af2406132e62f92e \
+    --hash=sha256:2d6970b09f5a3102c0aa192f5258c585742ab4ebd94f637a635ad3448ccba567 \
+    --hash=sha256:2ff75d1befc335cbe85f834e81554a024f94d9b5d1dd75a5bd99af81a1cb783c \
+    --hash=sha256:302f4ca7dabfe447e707d40e98520551181036c15750bdd1e73292ad8b3d8e75 \
+    --hash=sha256:30d543b5baf9fca5ef5ec95647aa07c5e38fc7fa0f18be0c61d1d6c0a1032c6c \
+    --hash=sha256:337ec315f8b286399e411f5bfc339fc2124db07757409b0595ceb46de087c4cd \
+    --hash=sha256:3611d13b53d4c899c4f2a7cd8eb897064e8b5546c3c5d1037dd6209c82858a27 \
+    --hash=sha256:36f23f12d9b1c56ed8d82e11f56c6cba7bc3f614ee73374bc7772bb2270e0966 \
+    --hash=sha256:380b70d615647646dbe06f7d95dc30b8fdc9b596dbfa1cd3814feb9805c0c8f2 \
+    --hash=sha256:397f7f289eba6ce25d99dbea99f873d699bf9aa030074e7fb746d8f93c2fb6f9 \
+    --hash=sha256:3bdb64ee0a74951465cd4a761e1029e73806ff43b2fe5be98643e52da5cabb66 \
+    --hash=sha256:3da9e536546f7c62c0da595c8f71a096e0b9a80e94cfd0f329b7b200ef81e7d5 \
+    --hash=sha256:41c7d1914c1f33954aa2ab0e2c309be5d1d4afc75ce524762eaab4dd825c5ab8 \
+    --hash=sha256:43f3e81bdd36f49171b7de6cf471086df503c29555f6f7f035ebe8f8ec1da779 \
+    --hash=sha256:490118f4af5a3535923c76be07e937ef1cb4cf84c489b37471aa95455fe923b3 \
+    --hash=sha256:493655043ebea6fec0edb76053bdad46f1f7352a759ca4deb733f13b3c09839c \
+    --hash=sha256:495a76c881d78ab87b57c5270679c9bc3c1de36d8c6596d5e3a5a1b5f9c57471 \
+    --hash=sha256:4ac819cac1abb15486c48af3399a5c726e89f0977a3aff205ac162533186e756 \
+    --hash=sha256:4ccf1fe9ecb3b02a1a11b103cd2557e2653d82c141b6e2dccec8177e6af5c4bb \
+    --hash=sha256:4d00757ef7bbbf14d8628f9bdb6b0e168d5e7b03fec20da3226624f11bffce89 \
+    --hash=sha256:51915502898c45e9cb36636e974aca068fc5cdb9f06b794f49abea5b12f02016 \
+    --hash=sha256:519eb90bedb04b5cbba0bfc8062984a5ba054a019d81ada34053dc67397d61cb \
+    --hash=sha256:539d99efe02f4981171ed57bbc085094ef780405ca14663550a56c6c3e265c34 \
+    --hash=sha256:555cdf9303c40bae1ab512ca427f1f0316a574bc0a48db22eec76ec0fd1213cf \
+    --hash=sha256:55f27bd2cdeca96f46448a741d393575fbedfc70e38e09dbb030ed98dba8cf2a \
+    --hash=sha256:55fa5b22cc8c220a6daf077570a8e29d3b607bd978bd3dbc04b445d01a17de57 \
+    --hash=sha256:565d819fddb2bbc58c42ca5c97d73da7567f181115011e8f04c76b9d08378dcd \
+    --hash=sha256:56807e0dde88d5ab96880c9d668bda7bca1df83cd30d20cbff5d6b6e6c1e9276 \
+    --hash=sha256:56dfa3c1c13cb89da39a4e8f2f9442e4291de01877511a13f830125d36e9ce5b \
+    --hash=sha256:56f27c1edfd15c12c9c348378ccd79166930d720cf316b1181a0a0ade2146253 \
+    --hash=sha256:57aa56b1eca5f63ebdd25fe8fad02eab7797fc45ad1efc5eed2a830e2bd2038d \
+    --hash=sha256:5dd49c11ae87ee6ced68594faa78b34a89a1a3c43647fa6157765f9726f9daf3 \
+    --hash=sha256:5f3e1743b2d43377c4da5d687a03430a27f5769e158a9f75a50b05e7e82f4d21 \
+    --hash=sha256:5f9ed312d445a691c0afec995ca4f726abe357d8da500e389f77fb874fa7ef76 \
+    --hash=sha256:60150bffbe43bfc1e356c0c2900ba643a02ce09c37bc0c553c4d83e5c3de63ad \
+    --hash=sha256:60d9bf6c60c022657637f64897e63dc3f5b1c07cb7f0e1ead6150aff5150c5ab \
+    --hash=sha256:619ee3fe03daec8d3ce12239f0c22455676a063b2bcde361caecd788fae5b8d5 \
+    --hash=sha256:62a6b700f3d7a2c4d52a5dccca765711a2414e734360b00365e155698a26e461 \
+    --hash=sha256:63d9dcc714d549a5118ebc93b7a7c903a0c1feec8e57f5fcacf98d984b76325b \
+    --hash=sha256:6623683fe39b9fbf508e3069f17e8e9cab26143f9d9f89c8a8f45424c052df4f \
+    --hash=sha256:68c3e570f2908ac39db0b269f5648e257fab5204344b9bf6dae80852ae4cbe1c \
+    --hash=sha256:69d1f4ee17644e8aeac93a7238ee2f28d79b0180815441eb511b77e6585aa971 \
+    --hash=sha256:6c92d1cad16f9ec2f2a3ae439a0bc3a8e4189ec227987bed03d5b4056d5eb9c5 \
+    --hash=sha256:6ca92a4e460f7e25e434a6d7982d94a4765ca242f527995da70abb5a32003b8a \
+    --hash=sha256:6d9ef69c108b31f38e1f281a55fdedad7774bc1e952a45c8c14a18e891eee397 \
+    --hash=sha256:6dc112e2239f69913273cbb0c050ca816b145b32037d4266c430159c5ddcdab2 \
+    --hash=sha256:721697187f4da67dafc26f63488f463fa35ff2de8668d959fda773cccdbef0eb \
+    --hash=sha256:73c38c604bfc01647c69ce38e5cf8b4206e2ede91ca3eb8e5d79b7409f17e0b3 \
+    --hash=sha256:74457b43db34f984252e915828b5d1a4042a771f44e853a5643506d01562eccb \
+    --hash=sha256:7738cfc7ee9fcdff3fef76b40007982ce7704010a51df307c4a51d378f5ff1ba \
+    --hash=sha256:777fb44a6f1e91d6adde36e815024c210b0208f35d00762880257b8fb04dc849 \
+    --hash=sha256:788c11c84b520ea973992cc95751d56b783ff5857df504c1347d99cacd2fcfe7 \
+    --hash=sha256:79df1099a08e53edb678236d4d76d8de4e3901bafc84ce1788b71f9b96547325 \
+    --hash=sha256:7c4dc0d1328321aeb08054be654e1d39f171d5aae8dca931c9332860f18f57d7 \
+    --hash=sha256:7cb34dd8d22ca1847653c0e1cbba8fd96de09c24b8c83b7805eab270c81e863a \
+    --hash=sha256:8013c1e6267a929be98d10c3a617171709c8226bd33c6180ec65e560c35b6df8 \
+    --hash=sha256:80cfe97e2d65981be877ae5bd2338c6919a7cc1171fc308c8b8c7c306ba6ffd8 \
+    --hash=sha256:83c780f7e4c3dd3f020db75dc425567981e65c6d5571b3c0372203d0df92c834 \
+    --hash=sha256:83ee87feb5eafc0442e1db0014dad20d52a2a7a140b6cddc8f7bc65918f0a7b4 \
+    --hash=sha256:879c3fba3e7511c7d01020449d970ca7d6a593f20cfc47c014d3d229a38930b2 \
+    --hash=sha256:8b6b7fce8f47578be9aebf5a0b6b2d6c157b4e97af7586ecf13bfca5d128deea \
+    --hash=sha256:8eb09af209cd660fa9689f6ce9e61e73c8afa4829ae61801deea7f6e32263800 \
+    --hash=sha256:8fbb6d222b50324fb9d49b6ff0f8566fa97b907a68c00e6622fcf34463104f4a \
+    --hash=sha256:9435acc52438c3c8f5142b9a17a622927618e80a32eed707343bc375cb51cebe \
+    --hash=sha256:946b7dbec4e64017680f1a66b3a8534659d889018ac83bd2abf958278e6f62b0 \
+    --hash=sha256:94f7f66bd7680d3f2085adaeea91c01b3281a79bb5041db1a51cbe8af36a9d88 \
+    --hash=sha256:959335cd3814cb767fb832c5c71cbc838ccd9231a812ef2cb43092a216a91d5b \
+    --hash=sha256:969ee7db3e169fcc0b2d2d094826e03cc5798dfd6b3571a340ea883672396cb1 \
+    --hash=sha256:9af2b5c26a3eb960699dff040535a86dc2c0f708087b2d63bcfd6452fe9d0664 \
+    --hash=sha256:9d18916c97855d68515ca2b3581948b6d864c304cd386210ab5aff5e0fb9be2c \
+    --hash=sha256:a1115f3f02eb836b39e0c986a6b9e92c4377a1e5a680409650b02ec6b1a795e6 \
+    --hash=sha256:a1b5ee069001bf7f4fff109598a9396caa96bb35e1b906b2c6d1bab9f9b2c4bd \
+    --hash=sha256:a4f4a0cd24c09df748bfdc207b089c00e7af19f3151063f4cd74ac658290186b \
+    --hash=sha256:a52f7ad9ef9091e81869e5d255e796755ccf542ade14dda17647cb7d7ffe1b9c \
+    --hash=sha256:a873e6f8ab28b5a56201d5cdb98f4c7d2ff88e636a58659c5ac271e287001658 \
+    --hash=sha256:a9aa2890661b238730e680ccd6eb06f4da625b2dbc1730052dae6f2d88957192 \
+    --hash=sha256:ab8af1cc29c3f400a0f781d50f8ab52a8c63adf2fcef16f14641cd97e06a80e0 \
+    --hash=sha256:acccb6d90e694684db2d314db2e2b0d3b8949bf1cfaec6d9808a8889f548add7 \
+    --hash=sha256:ad5d9b8e8a6c330208eba413db506de58f21dbf88a1f1d5d75ef5f9e0e714adf \
+    --hash=sha256:af7711cc6eeeadcb1aae877e0736a68e111c73a29562da6106c5e2fbb4dd83b2 \
+    --hash=sha256:b2c759e13ebb81edaac3041697328bb1ca8433b55281723879f6b54e74881240 \
+    --hash=sha256:b433840a924c8788f0abbda15d22c71dc636e2078d7d3ba39369cebe4bef74b8 \
+    --hash=sha256:bde89739a979d9eb3ac48c4882c8a42dd528a7708b0faa99b90b551588bd5f8d \
+    --hash=sha256:c17393753ddb77377f754ba2a88cacfe3056040a8a5dff8d43f9d5e51bbe1edc \
+    --hash=sha256:c26cd9d81f820159026b1c99905ca12bf13892e3f6a9303359fef42fe6f39e50 \
+    --hash=sha256:c6aca20472d7040bc1f0aadb510cb20d40b3d6caa4c8bf82d075ba2650a41652 \
+    --hash=sha256:c6b3c853f99172ef22e5a16c8114cf243e351c8e70f72a894164088c2c99d9cb \
+    --hash=sha256:caee7ee3662eab1411b44fef8571b87273cb5235061d7463ebd10e412ac07986 \
+    --hash=sha256:cd564b8c583eba2d230d02d0467fd840045f08856b6524555cfff7f32af63c72 \
+    --hash=sha256:ce2ef68dce82ae4067cf28910224d77b45eb2c2b3904db6eb670d1cddb8d0eb2 \
+    --hash=sha256:cf4e88a6fec81b7155a487cbbea7753a3d9a76dc4d391b4f8958b37227ef2c12 \
+    --hash=sha256:d14f2d400c75e07d1154299463a3d4d14aa5565b05088b2d9b314ccd9fd6dc3a \
+    --hash=sha256:d52ec8ccdc2fd5c61749d876a9d1eb0ea6543c1676722e1e3fb9d7800852131c \
+    --hash=sha256:d5695d87969fed5b3799b8a98848cb04fe2873fded46efe9f3f2f341efd1b829 \
+    --hash=sha256:d7291e13496cb74fc1b71f7f1e3628586afefa531102bb4fa7af9c2d543efc3c \
+    --hash=sha256:d73a821873c52635321196cfb8d3a231d7917ca284cf2bcd9422f6deb19db7ca \
+    --hash=sha256:da51a3a2940478219f19249fcf7cd45e8ddc197982be22efa43c4763e9d2eb57 \
+    --hash=sha256:dc69d594682fbedec7d0cc81cd4d5f14fb40b6b365587238fafb91509cfea020 \
+    --hash=sha256:dfbb9ba8343a60daf4ced67c11d551dafe9a3c94892c326e4c216fa2e6eca802 \
+    --hash=sha256:e142820537e08d567c2c017e26df05f88856a03f0f3948209cfcdc39617df363 \
+    --hash=sha256:e4ebc24ac38e50676f65daf7ba6c568789660cb60d6dcf2606d4310dba826721 \
+    --hash=sha256:e6c474618a7b6a50c10007f8a9edb50def6d98d297a07a34dc2fb82c344f2b8b \
+    --hash=sha256:f0ee4e80dd3b2a46868dcc73e00aa59f99c0e1de54a2ba783faf0fddba2ccce2 \
+    --hash=sha256:f237ebb570fd8bbe479b6967374d82b7f0b26f9452c276bdd5f793d83e7062bd \
+    --hash=sha256:f400a30573774a1e90c0d50d43c35d9c004afcf53de801bbfd259f84ea80f31c \
+    --hash=sha256:f563d20481f7d316adf605bb94d5b7182acecdbc4d431d60473e9b1d526d0210 \
+    --hash=sha256:f7a8429d0d65232e314b4f494825c1205abcc3039f42bf7da80424a15b731709 \
+    --hash=sha256:f8655ac559dcfce7179b150ebcc207982d4d60e67b3089b2032eed3a0a78c07a \
+    --hash=sha256:f99162d6c6c9522c46eb213f1bc932829c2602131676c92f081cb865b8ef6784 \
+    --hash=sha256:fa2848c3116d619870d114471fcd4a9f1aa43587a002111d7af1e6582f1b57e9 \
+    --hash=sha256:fc3b0a6e2460f68de9ab98f71e3098bb21bb984563417ad104dec7ab08ebcadc \
+    --hash=sha256:fccd1808bb427d6a6d34168461bef551faa93ce3dda489fcef9073bcd9b34a5e \
+    --hash=sha256:ff675d036823bff05a2e0f8cdb13f5414274ff517d13b0d57c15527015eb6acb
     # via easyocr
 python-dateutil==2.9.0 \
     --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \
@@ -5229,7 +5239,6 @@ python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
     # via
-    #   mlflow-skinny
     #   pydantic-settings
     #   pymilvus
     #   testcontainers
@@ -5250,9 +5259,9 @@ python-pptx==1.0.2 \
     --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \
     --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095
     # via docling
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   great-expectations
     #   pandas
@@ -5453,22 +5462,25 @@ qdrant-client==1.18.0 \
     --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \
     --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4
     # via feast (pyproject.toml)
-ray[data, default]==2.54.1 \
-    --hash=sha256:054985194bd32f4464c93f9318d247fac61e1f32ac221565ecfdc81ab8c75d0b \
-    --hash=sha256:0c3ae2943176e7b239c78b825a5b2bf4135d90280083a0e19c0a75a5db4d836f \
-    --hash=sha256:2766f0230806480c38a9a94502087f1d4aea919f38521a28781690613b0290a4 \
-    --hash=sha256:2ea650e648acc6e76edd98c694657fd1fcb1cd97700d944a7d20da90269e9810 \
-    --hash=sha256:4c6f7e23dda62a32f94083141c3f97e9c4246e3ae4ae2bc488bcd8fd0311f54a \
-    --hash=sha256:512587412e2f5e1753adabfdfa4dd9cff1dc509601e36fd5fab671e448ae4dac \
-    --hash=sha256:6425f15cfe6a298366b53c8658350f94ced2c548802ca3b69f94b87db16e97c5 \
-    --hash=sha256:645ebfb73cfd32bd510a05ed9f2738a18d6db69929cae9701d749f2740dbfd9a \
-    --hash=sha256:673a895c0c4a716ed772552baa3f5b8d7d1f7a4b34e04787fdfe6fe3049ed0d8 \
-    --hash=sha256:86c51eafd3e84dad59c1ef4cf97b3ac8c088af0705782ee915e31bca5880597a \
-    --hash=sha256:c0240496af274af7cd3b1b1d015f23b88e5fdafe59bfdc040e5f229e0aff5dff \
-    --hash=sha256:cd452b61ae2e0daf9271f5a554614397429cc2731681bae10fe72316dadc2749 \
-    --hash=sha256:d05f477d1518a00fd5880644e889a7a3eaf64ae5d1f8f239a682d052ad2a383d \
-    --hash=sha256:e095dfe9c521a04e5930520b4a82ea82d61903d4cd2f3270fbc5dfbdb41b9c72 \
-    --hash=sha256:ea90bed0110e0ce3ff6571e7a0c800920a3c6d299d29b8eac020dac362667169
+ray[data, default]==2.55.1 \
+    --hash=sha256:0053fd5b400f7ac56263aa1bbd3d68fb79341b08b8dc697c88782d5aca7b3ed4 \
+    --hash=sha256:0ea2f670a7725833ad2333a8c46ab69865ad06c8e5de9f65695e0f8f35331cec \
+    --hash=sha256:137f9006eee28caab8260803cca314f37bbda3fc94fdfa31c770b5d019626ad8 \
+    --hash=sha256:1380e043eb57cde69b7e9199c6f2558ceeb8f0fc41c97d1d5e50ea042115f302 \
+    --hash=sha256:156ed3e72ad95b645d2006cd71a8dddbcc89b56bfc00027f6225adf78bd9cb74 \
+    --hash=sha256:263705f6bab29e7622a94f82da25fd7f9cead76cdf89a07aab28f79cdf8f9d95 \
+    --hash=sha256:26541f69bb55607ef8335baac75b2ed12ff2ce02d56313219b29eda003039221 \
+    --hash=sha256:2d5786661e192148719accc959def6cdcabd7a24cd9008005bf3d0e3c8cfd529 \
+    --hash=sha256:4e618d61e1b14b6fde9a586151f3fd9d435b0b85048b997bcaa7f4a533747b2b \
+    --hash=sha256:5e56d2e8f304cafe990c198a2b894f5b813de018998cd7212869201f6dc17cff \
+    --hash=sha256:86e618e9ad8c6a24331c788eb599cee9838a62d2e10dfca0227743be06cf551c \
+    --hash=sha256:9ad56704c8bd7e92130162f9c58e4ef473609515637673d5a36e761f95335206 \
+    --hash=sha256:b062045c64c2bce39a51661624f7292c7bbf30f2a9d878627aae31d46da5712d \
+    --hash=sha256:b415d590e062f248907e0fe42994943f11726b7178fcf4b1cf5546721fb1a5f8 \
+    --hash=sha256:baf2ec89df7838cabdef493ff9bdbec1e6a6452f8bc696ad0c1b8a6198721745 \
+    --hash=sha256:bb49fbbe53a1d931e1f92d17f9271338f0b738885f8f70b7f531aa33f019d8af \
+    --hash=sha256:d5382da181c03ee2f502ef46cf0ae4bbc30157b5bd9a67d7651f6a272528a85a \
+    --hash=sha256:f9844a9272ef2e6eb5771025866072cf4234cf4c7cc1a31e235b7de7111864be
     # via codeflare-sdk
 redis==7.4.1 \
     --hash=sha256:1a1df5067062cf7cbe677994e391f8ee0840f499d370f1a71266e0dd3aa9308e \
@@ -5481,121 +5493,121 @@ referencing==0.37.0 \
     #   jsonschema
     #   jsonschema-specifications
     #   jupyter-events
-regex==2026.5.9 \
-    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
-    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
-    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
-    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
-    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
-    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
-    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
-    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
-    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
-    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
-    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
-    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
-    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
-    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
-    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
-    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
-    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
-    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
-    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
-    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
-    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
-    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
-    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
-    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
-    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
-    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
-    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
-    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
-    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
-    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
-    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
-    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
-    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
-    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
-    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
-    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
-    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
-    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
-    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
-    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
-    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
-    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
-    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
-    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
-    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
-    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
-    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
-    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
-    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
-    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
-    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
-    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
-    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
-    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
-    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
-    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
-    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
-    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
-    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
-    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
-    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
-    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
-    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
-    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
-    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
-    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
-    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
-    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
-    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
-    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
-    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
-    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
-    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
-    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
-    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
-    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
-    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
-    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
-    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
-    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
-    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
-    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
-    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
-    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
-    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
-    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
-    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
-    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
-    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
-    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
-    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
-    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
-    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
-    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
-    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
-    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
-    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
-    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
-    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
-    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
-    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
-    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
-    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
-    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
-    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
-    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
-    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
-    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
-    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
-    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
-    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
-    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
-    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
-    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
+regex==2026.7.19 \
+    --hash=sha256:062f8cb7a9739c4835d22bd96f370c59aba89f257adcfa53be3cc209e08d3ae0 \
+    --hash=sha256:064f1760a5a4ade65c5419be23e782f29147528e8a66e0c42dd4cedb8d4e9fc6 \
+    --hash=sha256:09523a592938aa9f587fb74467c63ff0cf88fc3df14c82ab0f0517dcf76aaa62 \
+    --hash=sha256:09d3007fc76249a83cdd33de160d50e6cb77f54e09d8fa9e7148e10607ce24af \
+    --hash=sha256:09f3e5287f94f17b709dc9a9e70865855feee835c861613be144218ce4ca82cc \
+    --hash=sha256:0c41c63992bf1874cebb6e7f56fd7d3c007924659a604ae3d90e427d40d4fd13 \
+    --hash=sha256:0e9554c8785eac5cffe6300f69a91f58ba72bc88a5f8d661235ad7c6aa5b8ccd \
+    --hash=sha256:1123ef4211d763ee771d47916a1596e2f4915794f7aabdc1adcb20e4249a6951 \
+    --hash=sha256:15b364b9b98d6d2fe1a85034c23a3180ff913f46caddc3895f6fd65186255ccc \
+    --hash=sha256:1649eb39fcc9ea80c4d2f110fde2b8ab2aef3877b98f02ab9b14e961f418c511 \
+    --hash=sha256:17ed5692f6acc4183e98331101a5f9e4f64d72fe58b753da4d444a2c77d05b12 \
+    --hash=sha256:199535629f25caf89698039af3d1ad5fcae7f933e2112c73f1cdf49165c99518 \
+    --hash=sha256:1c398716054621aa300b3d411f467dda903806c5da0df6945ab73982b8d115db \
+    --hash=sha256:1d3372064506b94dd2c67c845f2db8062e9e9ba84d04e33cb96d7d33c11fe1ae \
+    --hash=sha256:1d58561843f0ff7dc78b4c28b5e2dc388f3eff94ebc8a232a3adba961fc00009 \
+    --hash=sha256:1d793a7988e04fcb1e2e135567443d82173225d657419ec09414a9b5a145b986 \
+    --hash=sha256:1ebac3474b8589fce2f9b225b650afd61448f7c73a5d0255a10cc6366471aed1 \
+    --hash=sha256:20568e182eb82d39a6bf7cff3fd58566f14c75c6f74b2c8c96537eecf9010e3a \
+    --hash=sha256:22a992de9a0d91bda927bf02b94351d737a0302905432c88a53de7c4b9ce62e2 \
+    --hash=sha256:2955907b7157a6660f27079edf7e0229e9c9c5325c77a2ef6a890cba91efa6f0 \
+    --hash=sha256:2c4e61e2e1be56f63ec3cc618aa9e0de81ef6f43d177205451840022e24f5b78 \
+    --hash=sha256:2cc3460cedf7579948486eab03bc9ad7089df4d7281c0f47f4afe03e8d13f02d \
+    --hash=sha256:2ce9e679f776649746729b6c86382da519ef649c8e34cc41df0d2e5e0f6c36d4 \
+    --hash=sha256:2ef7eeb108c47ce7bcc9513e51bcb1bf57e8f483d52fce68a8642e3527141ae0 \
+    --hash=sha256:3080a7fd38ef049bd489e01c970c97dd84ff446a885b0f1f6b26d9b1ad13ce11 \
+    --hash=sha256:343a4504e3fb688c47cad451221ca5d4814f42b1e16c0065bde9cbf7f473bd52 \
+    --hash=sha256:36aacfb15faaff3ced55afbf35ec72f50d4aee22082c4f7fe0573a33e2fca92e \
+    --hash=sha256:3d3143f159261b1ce5b24c261c590e5913370c3200c5e9ebbb92b5aa5e111902 \
+    --hash=sha256:40b34dd88658e4fedd2fddbf0275ac970d00614b731357f425722a3ed1983d11 \
+    --hash=sha256:4458124d71339f505bf1fb94f69fd1bb8fa9d2481eebfef27c10ef4f2b9e12f6 \
+    --hash=sha256:4896db1f4ce0576765b8272aa922df324e0f5b9bb2c3d03044ff32a7234a9aba \
+    --hash=sha256:4a0530bb1b8c1c985e7e2122e2b4d3aedd8a3c21c6bfddae6767c4405668b56e \
+    --hash=sha256:4aa5435cdb3eb6f55fe98a171b05e3fbcd95fadaa4aa32acf62afd9b0cfdbcac \
+    --hash=sha256:4c3501bfa814ab07b5580741f9bf78dfdfe146a04057f82df9e2402d2a975939 \
+    --hash=sha256:4e5413bd5f13d3a4e3539ca98f70f75e7fca92518dd7f117f030ebedd10b60cb \
+    --hash=sha256:4e6883a021db30511d9fb8cfb0f222ce1f2c369f7d4d8b0448f449a93ba0bdfc \
+    --hash=sha256:52579c60a6078be70a0e49c81d6e56d677f34cd439af281a0083b8c7bc75c095 \
+    --hash=sha256:555497390743af1a65045fa4527782d10ff5b88970359412baa4a1e628fe393b \
+    --hash=sha256:56ad4d9f77df871a99e25c37091052a02528ec0eb059de928ee33956b854b45b \
+    --hash=sha256:571fde9741eb0ccde23dd4e0c1d50fbae910e901fa7e629faf39b2dda740d220 \
+    --hash=sha256:572fc57b0009c735ee56c175ea021b637a15551a312f56734277f923d6fd0f6c \
+    --hash=sha256:59787bd5f8c70aa339084e961d2996b53fbdeab4d5393bba5c1fe1fc32e02bae \
+    --hash=sha256:5a2721c8720e2cb3c209925dfb9200199b4b07361c9e01d321719404b21458b3 \
+    --hash=sha256:5cc26a66e212fa5d6c6170c3a40d99d888db3020c6fdab1523250d4341382e44 \
+    --hash=sha256:5ebee1ee89c39c953baac6924fcde08c5bb427c4057510862f9d7c7bdb3d8665 \
+    --hash=sha256:60be8693a1dadc210bbcbc0db3e26da5f7d01d1d5a3da594e99b4fa42df404f5 \
+    --hash=sha256:618a0aed532be87294c4477b0481f3aa0f1520f4014a4374dd4cf789b4cd2c97 \
+    --hash=sha256:61bb1bd45520aacd56dd80943bd34991fb5350afdd1f36f2282230fd5154a218 \
+    --hash=sha256:6383cd2ed53a646c659ba1fe65727db76437fdaa069e697a0b44a51d5843d864 \
+    --hash=sha256:64729333167c2dcaaa56a331d40ee097bd9c5617ffd51dabb09eaddafb1b532e \
+    --hash=sha256:64b6ca7391a1395c2638dd5c7456d67bea44fc6c5e8e92c5dc8aa6a8f23292b4 \
+    --hash=sha256:65dcd28d3eba2ab7c2fd906485cc301392b47cc2234790d27d4e4814e02cdfda \
+    --hash=sha256:65fa6cb38ed5e9c3637e68e544f598b39c3b86b808ed0627a67b68320384b459 \
+    --hash=sha256:66bd62c59a5427746e8c44becae1d9b99d22fb13f30f492083dfb9ad7c45cc18 \
+    --hash=sha256:6e44c0e7c5664be20aee92085153150c0a7967310a73a43c0f832b7cd35d0dd3 \
+    --hash=sha256:6f8c6e7a1cfa3dc9d0ee2de0e65e834537fa29992cc3976ffec914afc35c5dd5 \
+    --hash=sha256:7322ec6cc9fba9d49ab888bb82d67ac5625627aa168f0165139b17018df3fb8a \
+    --hash=sha256:73b133a9e6fb512858e7f065e96f1180aa46646bc74a83aea62f1d314f3dd035 \
+    --hash=sha256:73f272fba87b8ccfe70a137d02a54af386f6d27aa509fbffdd978f5947aae1aa \
+    --hash=sha256:7e77b324909c1617cbb4c668677e2c6ae13f44d7c1de0d4f15f2e3c10f3315b5 \
+    --hash=sha256:80115dd39481fd3a4b4080220799dbcacb921a844de4b827264ececacbe17c78 \
+    --hash=sha256:87ccab0db8d5f4fbb0272642113c1adb2ffc698c16d3a0944580222331fa7a20 \
+    --hash=sha256:89dfee3319f5ae3f75ebd5c2445a809bb320252ba5529ffdafea4ef25d79cf1a \
+    --hash=sha256:8ac59a0900474a52b7c04af8196affc22bd9842acb0950df12f7b813e983609a \
+    --hash=sha256:8cae6fd77a5b72dae505084b1a2ee0360139faf72fedbab667cd7cc65aae7a6a \
+    --hash=sha256:8d3469c91dd92ee41b7c95280edbd975ef1ba9195086686623a1c6e8935ce965 \
+    --hash=sha256:90c633e7e8d6bf4e992b8b36ce69e018f834b641dd6de8cea6d78c06ffa119c5 \
+    --hash=sha256:93db40c8de0815baab96a06e08a984bac71f989d13bab789e382158c5d426797 \
+    --hash=sha256:9724e6cb5e478cd7d8cabf027826178739cb18cf0e117d0e32814d479fa02276 \
+    --hash=sha256:98c6ac18480fcdb33f35439183f1d2e79760ab41930309c6d951cb1f8e46694c \
+    --hash=sha256:9a15e785f244f3e07847b984ce8773fc3da10a9f3c131cc49a4c5b4d672b4547 \
+    --hash=sha256:9b60d7814174f059e5de4ab98271cc5ba9259cfea55273a81544dceea32dc8d9 \
+    --hash=sha256:9be2a6647740dd3cca6acb24e87f03d7632cd280dbce9bbe40c26353a215a45d \
+    --hash=sha256:9c7472192ebfad53a6be7c4a8bfb2d64b81c0e93a1fc8c57e1dd0b638297b5d1 \
+    --hash=sha256:9dce8ec9695f531a1b8a6f314fd4b393adcccf2ea861db480cdf97a301d01a68 \
+    --hash=sha256:9e50d748a32da622f256e8d505867f5d3c43a837c6a9f0efb149655fadd1042a \
+    --hash=sha256:a81758ed242b861b72e778ba34d41366441a2e10b16b472784c88da2dea7e2dd \
+    --hash=sha256:ac777001cdfc28b72477d93c8564bb7583081ea8fb45cdca3d568e0a4f87183c \
+    --hash=sha256:b2b506b1788df5fecd270a10d5e70a95fe77b87ea2b370a318043f6f5f817ee6 \
+    --hash=sha256:b2ea4a3e8357be8849e833beeae757ac3c7a6b3fc055c03c808a53c91ad30d82 \
+    --hash=sha256:bf1516fe58fc104f39b2d1dbe2d5e27d0cd45c4be2e42ba6ee0cc763701ec3c7 \
+    --hash=sha256:c0d702548d89d572b2929879bc883bb7a4c4709efafe4512cadee56c55c9bd15 \
+    --hash=sha256:c10b82c2634df08dfb13b1f04e38fe310d086ee092f4f69c0c8da234251e556e \
+    --hash=sha256:c42572142ed0b9d5d261ba727157c426510da78e20828b66bbb855098b8a4e38 \
+    --hash=sha256:c4585c3e64b4f9e583b4d2683f18f5d5d872b3d71dcf24594b74ecc23602fa96 \
+    --hash=sha256:c639ea314df70a7b2811e8020448c75af8c9445f5a60f8a4ced81c306a9380c2 \
+    --hash=sha256:c670fe7be5b6020b76bc6e8d2196074657e1327595bca93a389e1a76ab130ad8 \
+    --hash=sha256:cc1b2440423a851fad781309dd87843868f4f66a6bcd1ddb9225cf4ec2c84732 \
+    --hash=sha256:cd3584591ea4429026cdb931b054342c2bcf189b44ff367f8d5c15bc092a2966 \
+    --hash=sha256:d15df07081d91b76ff20d43f94592ee110330152d617b730fdbe5ef9fb680053 \
+    --hash=sha256:d19662dbedbe783d323196312d38f5ba53cf56296378252171985da6899887d3 \
+    --hash=sha256:d24ecb4f5e009ea0bd275ee37ad9953b32005e2e5e60f8bbae16da0dbbf0d3a0 \
+    --hash=sha256:d446c6ac40bb6e05025ccee55b84d80fe9bf8e93010ffc4bb9484f13d498835f \
+    --hash=sha256:d51ffd3427640fa2da6ade574ceba932f210ad095f65fcc450a2b0a0d454868e \
+    --hash=sha256:d6ce43a0269d68cee79a7d1ade7def53c20f8f2a047b92d7b5d5bcc73ae88327 \
+    --hash=sha256:d721e53758b2cca74990185eb0671dd466d7a388a1a45d0c6f4c13cef41a68ac \
+    --hash=sha256:d7da47a0f248977f08e2cb659ff3c17ddc13a4d39b3a7baa0a81bf5b415430f6 \
+    --hash=sha256:db47b561c9afd884baa1f96f797c9ca369872c4b65912bc691cfa99e68340af2 \
+    --hash=sha256:dbe6493fbd27321b1d1f2dd4f5c7e5bd4d8b1d7cab7f32fd67db3d0b2ed8248a \
+    --hash=sha256:dbece16025afda5e3031af0c4059207e61dcf73ef13af844964f57f387d1c435 \
+    --hash=sha256:ddd67571c10869f65a5d7dde536d1e066e306cc90de57d7de4d5f34802428bb5 \
+    --hash=sha256:de9208bb427130c82a5dbfd104f92c8876fc9559278c880b3002755bbbe9c83d \
+    --hash=sha256:e30d40268a28d54ce0437031750497004c22602b8e3ab891f759b795a003b312 \
+    --hash=sha256:e8b0abe7d870f53ca5143895fef7d1041a0c831a140d3dc2c760dd7ba25d4a8b \
+    --hash=sha256:f035d9dc1d25eff9d361456572231c7d27b5ccd473ca7dc0adfce732bd006d40 \
+    --hash=sha256:f04b9f56b0e0614c0126be12c2c2d9f8850c1e57af302bd0a63bed379d4af974 \
+    --hash=sha256:f0fa4fa9c3632d708742baf2282f2055c11d888a790362670a403cbf48a2c404 \
+    --hash=sha256:f2e7f8e2ab6c2922be02c7ec45185aa5bd771e2e57b95455ee343a44d8130dff \
+    --hash=sha256:f8f6fa298bb4f7f58a33334406218ba74716e68feddf5e4e54cd5d8082705abf \
+    --hash=sha256:fbf300e2070bb35038660b3be1be4b91b0024edb41517e6996320b49b92b4175 \
+    --hash=sha256:fce7760bf283405b2c7999cab3da4e72f7deca6396013115e3f7a955db9760da \
+    --hash=sha256:fcee38cd8e5089d6d4f048ba1233b3ad76e5954f545382180889112ff5cb712d \
+    --hash=sha256:fe31f28c94402043161876a258a9c6f757cb485905c7614ce8d6cd40e6b7bdc1 \
+    --hash=sha256:ffd8893ccc1c2fce6e0d6ca402d716fe1b29db70c7132609a05955e31b2aa8f2
     # via
     #   feast (pyproject.toml)
     #   parsimonious
@@ -5645,9 +5657,9 @@ requests-toolbelt==1.0.0 \
     --hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \
     --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
     # via python-keycloak
-responses==0.26.1 \
-    --hash=sha256:2eb3218553cc8f79b57d257bac23af5e1bf381f5b9390b1767816f0843e01dc2 \
-    --hash=sha256:8aacc4586eb08fb2208ef64a9eb4258d9b0c6e6f4260845f2f018ab847495345
+responses==0.26.2 \
+    --hash=sha256:6fdfeabd58e5ec473b98dfe02e6d46d3173bd8dd573eff2ccccf1a05a5135364 \
+    --hash=sha256:9c9259b46a8349197edebf43cfa68a87e1a2802ef503ff8b2fecbabc0b45afd8
     # via moto
 rfc3339-validator==0.1.4 \
     --hash=sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b \
@@ -5674,137 +5686,123 @@ rich==14.3.4 \
     #   ibis-framework
     #   pyiceberg
     #   typer
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
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+    --hash=sha256:ae50181a047c871561212bb97f7932a2d45fb53e947bd9b57ebad85b529cbc53 \
+    --hash=sha256:ae6dd8f10bd17aad820876d24caec9efdafd80a318d16c0a48edb5e136902c6b \
+    --hash=sha256:af05d726809bff6b141be124d4c7ce998f9c9c7f30edb1f46c07aa103d540b41 \
+    --hash=sha256:afd70d95892096cdb26f15a00c45907b17817577aa8d1c76b2dcc2788391f9e9 \
+    --hash=sha256:b5c2dc92304aa48a4a60443b548bb12f12e119d4b72f314015e67b9e1be97fca \
+    --hash=sha256:bc0011654b91cc4fb2ae701bec0a0ba1e552c0714247fa7af6c59e0ccfa3a4e1 \
+    --hash=sha256:bcfbcf66006befb9fd2aeaa9e01feaf881b4dc330a02ba07d2322b1c11be7b5d \
+    --hash=sha256:bdbd97738551fca3917c1bd7188bec1920bb520104f28e7e1007f9ceb17b7690 \
+    --hash=sha256:c60924535c75f1566b6eb75b5c31a48a43fef04fa2d0d201acbad8a9969c6107 \
+    --hash=sha256:c7b9a2f8f4d8e90af72571d3d495deebdd7e3c75451f5b41719aee166e940fc2 \
+    --hash=sha256:ca6546b66be9dc4738b1b043d5ebd5488c66c578c5ff0fd0e8065313fe3afb76 \
+    --hash=sha256:ccffae9a092a00deb7efd545fe5e2c33c33b88e7c054337e9a74c179347d0b7d \
+    --hash=sha256:cdc7e35386f3847df728fbcb5e887e2d79c19e2fa1eba9e51b6621d23e3243af \
+    --hash=sha256:d15fde0e6fb0d88a60d221204873743e5d9f0b7d29165e62cd86d0413ad74ba6 \
+    --hash=sha256:d34c20167764fbcf927194d532dd7e0c56772f0a5f943fa5ef9e9afbba8fb9db \
+    --hash=sha256:d483fe17f01ad64b7bf7cc38fcefff1ca9fb83f8c2b2542b68f97ffe0611b369 \
+    --hash=sha256:d7469697dce35be237db177d42e2a2ee26e6dcc5fc052078a6fefabd288c6edd \
+    --hash=sha256:db08f45aecde626498fb3df07bcf6d2ec040af42e859a4f5040d79c200342911 \
+    --hash=sha256:dc319e5a1de4b6913aac94bf6a2f9e847371e0a140a43dd4991db1a09bc2d504 \
+    --hash=sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a \
+    --hash=sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9 \
+    --hash=sha256:e059c5dde6452b44424bd1834557556c226b57781dee1227af23518459722b13 \
+    --hash=sha256:e4316bf32babbed84e691e352faf967ce2f0f024174a8643c37c94a1080374fc \
+    --hash=sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278 \
+    --hash=sha256:e55d236be29255554da47abe5c577637db7c24a02b8b46f0ca9524c855801868 \
+    --hash=sha256:ea7bb13b7c9a29791f87a0387ba7d3ad3a6d783d827e4d3f27b40a0ff44495e2 \
+    --hash=sha256:ea964164cc9afa72d4d9b23cc28dafae93693c0a53e0b42acbff15b22c3f9ddd \
+    --hash=sha256:ec829541c45bca16e61c7ae50c20501f213605beb75d1aba91a6ee37fbbb56a4 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:ed0c1e5d10cdc7135537988c74a0188da68e2f3c30813ba3744ab1e42e0480f9 \
+    --hash=sha256:f0840b5b17057f7fd918b76183a4b5a0635f43e14eb2ce60dce1d4ee4707ea00 \
+    --hash=sha256:f4d78253f6996be4901669ad25319f842f740eccf4d58e3c7f3dd39e6dde1d8f \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e \
+    --hash=sha256:f826877d462181e5eb1c26a0026b8d0cab05d99844ecb6d8bf3627a2ca0c0442 \
+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
@@ -5825,29 +5823,29 @@ ruamel-yaml==0.17.17 \
     --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \
     --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f
     # via great-expectations
-ruff==0.15.18 \
-    --hash=sha256:01a754cd6a1b630d3f97e33eb452cf7a98040482318e870f8bc52a5a30e62657 \
-    --hash=sha256:02299e6e9fa5b297a3f6d5d10d7bcd655c925b028bb8b9d4588214549c6b9ec4 \
-    --hash=sha256:08d4c86a68f2c3ec2c9d56380a71fb4a4f65373055cbb8caabd645e9102f38d4 \
-    --hash=sha256:2186d9e940ae332ab293623a75b5f4fe49565f449954d50a72a046683aa6b809 \
-    --hash=sha256:2330215f1f393fa8733f55edce04fcf94c36a2c460fcde31f78cc84e4951e9b1 \
-    --hash=sha256:2698a964c70e8bf402dcb99c8810472d270d141e7aa8c4e13599fd52033a2f33 \
-    --hash=sha256:37e5108745c2c0705da916d7d4de533ddf547051ef45f62888c31bae73f66318 \
-    --hash=sha256:3fccc153a85417dcd976883160cacce486997b0a0058dd18f54b8aaaac7d1ce2 \
-    --hash=sha256:56949a6ce8b3abde54c0bcb22cebfe57e8771cadc84b407ae8b8eaf67ebdcd43 \
-    --hash=sha256:5a2c40a41a4cadbcf5897b548ab29dfe248b20c540961c0247d98a3973c70403 \
-    --hash=sha256:5c2abf140438032bc77b2284a6c9944ecd8a19e5f1c7b52b1b8e4a0a80d19a7a \
-    --hash=sha256:5f0480ce690cbb6c4db6e5d08f19fce98e10ba131a8b60c1bcdac42771e3ae2d \
-    --hash=sha256:6ba7a07e03a44dbf10bb086ee06705b173625014ec99f73a7e6836a5e5590a0c \
-    --hash=sha256:8b6850172348c8381b8b3084c5915a4393c2373b9b54cd5b5e1ea15812bc10df \
-    --hash=sha256:a6aa6a3d979e48ae617578183674bf264fbe7d0114a796a26bd678d67963c7ff \
-    --hash=sha256:a81beadbbff2c9c245561ae3f77b16709d87f35eec650d0501679239d3449b22 \
-    --hash=sha256:b2c9257fcbd4a3e5b977a1904e6facca016bafe2edc17df24db67cfaee03b4e4 \
-    --hash=sha256:dac80dc8d26b2257dbefabed62f5d255c3937b4ccb122da1fc634794fa3578b3
+ruff==0.16.0 \
+    --hash=sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17 \
+    --hash=sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d \
+    --hash=sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af \
+    --hash=sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09 \
+    --hash=sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522 \
+    --hash=sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472 \
+    --hash=sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0 \
+    --hash=sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b \
+    --hash=sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9 \
+    --hash=sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213 \
+    --hash=sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb \
+    --hash=sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed \
+    --hash=sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717 \
+    --hash=sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a \
+    --hash=sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81 \
+    --hash=sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982 \
+    --hash=sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e \
+    --hash=sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4
     # via feast (pyproject.toml)
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 safetensors[torch]==0.8.0 \
     --hash=sha256:040070828e36dc8e122178bbbd5830ff9e97920affb84cbe0f46442497bed358 \
@@ -5959,7 +5957,6 @@ scikit-learn==1.9.0 \
     #   feast (pyproject.toml)
     #   mlflow
     #   sentence-transformers
-    #   skops
 scipy==1.17.1 \
     --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \
     --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \
@@ -6030,7 +6027,6 @@ scipy==1.17.1 \
     #   scikit-image
     #   scikit-learn
     #   sentence-transformers
-    #   skops
 scylla-driver==3.29.11 \
     --hash=sha256:0a93dd4af8995ac08335e581aca393a2bca64c3d4748ec359b9400797f2a7449 \
     --hash=sha256:17b19807a8690a4df2e52bb23327a746715e7076f5f28b45a6ce4556b2a00dd7 \
@@ -6076,9 +6072,9 @@ send2trash==2.1.0 \
     --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \
     --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459
     # via jupyter-server
-sentence-transformers==5.6.0 \
-    --hash=sha256:0e7164d051e416c1853ade7c274ff52af3f9da0f4be7f0b83d734c27699e1057 \
-    --hash=sha256:d2075b5e687a1611005e20ab04a6846994d51adfcf39610aed066af3c0c0b81f
+sentence-transformers==5.6.1 \
+    --hash=sha256:16af5d682ef66672b076d58599a23905800e850ec2bfb1865938306bf684ad72 \
+    --hash=sha256:cefbb17b6325a982a4732c8c49fb013375392687049d1de3d435c4b04060680b
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -6090,7 +6086,6 @@ setuptools==80.10.2 \
     #   pbr
     #   pip-tools
     #   pydata-google-auth
-    #   pymilvus
     #   singlestoredb
     #   torch
 shapely==2.1.2 \
@@ -6177,13 +6172,9 @@ six==1.17.0 \
     #   python-dateutil
     #   rfc3339-validator
     #   thriftpy2
-skops==0.14.0 \
-    --hash=sha256:60a5db78a9db46ccee2139a0ba13ab5afb1c96f4749b382e75a371291bbe3e36 \
-    --hash=sha256:6c8c0e047f691a3a582c3258943eecafcbfd79c8c7eef66260f3703e363254f0
-    # via mlflow
-smart-open==7.6.1 \
-    --hash=sha256:4347996e7ba21db7cd1e059632e0b30395407e4f6c660d2ddffc8f2a9ae5f990 \
-    --hash=sha256:b4de6aebef023aca91cc9fb372052e1343ba3f152de215bd22391a663e3ddd21
+smart-open==8.0.1 \
+    --hash=sha256:18b1c4496003c6902be17c15f032b5c319f307c89c6ae9e6b028b508bed8b2cf \
+    --hash=sha256:3e97f90e92a952cb57863dfe132082c400a52eeeb27c067692fb51dbcc5b0089
     # via ray
 smmap==5.0.3 \
     --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \
@@ -6200,41 +6191,41 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
     --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
     # via snowflake-connector-python
-soupsieve==2.8.4 \
-    --hash=sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e \
-    --hash=sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65
+soupsieve==2.9.1 \
+    --hash=sha256:4f4477399246b7a0c720a88ca2454b11cd6bb9ae4c9d170140786e916776c14c \
+    --hash=sha256:c33e6605bbc71dd628b00c632d58ae607c22bade247e52553928f83bbb75b4ba
     # via beautifulsoup4
 sphinx==6.2.1 \
     --hash=sha256:6d56a34697bb749ffa0152feafc4b19836c755d90a7c59b72bc7dfd371b9cc6b \
@@ -6327,35 +6318,35 @@ sqlalchemy[mypy]==2.0.51 \
     #   feast (pyproject.toml)
     #   alembic
     #   mlflow
-sqlglot[rs]==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot[rs]==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via
     #   feast (pyproject.toml)
     #   ibis-framework
     #   sqlglotc
-sqlglotc==30.11.0 \
-    --hash=sha256:20e662593a96c0086edc46b336bc772d213901fd09add99a3326661793ba7018 \
-    --hash=sha256:2f4bcc7b76634171edccc13aabba9c1bea51f97caf2187daacbe433004058dc3 \
-    --hash=sha256:2f6741bff8c92777ecdd05f97d5dcd61614c05b1a01dbf7b10198dfd176060d6 \
-    --hash=sha256:349e6b1e79baefebeda9ea457bb06a8f348aaacf0fc39c2f4b6a54ddef19cbb4 \
-    --hash=sha256:3fb6b4aa751485d5415539762ff16668978436eff946de51985d811c23aba1d4 \
-    --hash=sha256:44eb032a8ebd50bd7d835024f5f50363e1720fbbed1710bca8160f26ebeab59b \
-    --hash=sha256:5c36388963d82aacb4287c7859cc40a08c15fa0dfaf0ad055679b53ba602016b \
-    --hash=sha256:64f0a3d05a92aef5911a2aed058af3195ea08a11a68b3d7befe6dd04d3c2aa66 \
-    --hash=sha256:6ce71f4d31459df966f3752848f397e254ff5d4e2772594e539e23cff0f2bbc8 \
-    --hash=sha256:742c108c8089d39280c229eb7a57838fc907f3b01620de948502b2f3211cf301 \
-    --hash=sha256:76734c1684663fa2899a990446562c635c7057cc431bc1c79920e26423727488 \
-    --hash=sha256:8c6ed84d557772880a082ef29d18b0c2cfee2d177e6528b30df2b7eaf6adb585 \
-    --hash=sha256:9c1cdfc5544cc4e23d31b966f007cc2be16e697cef86b97cba2ffd246f344256 \
-    --hash=sha256:a2cbeec4ec4591268585e5ad5f55fbee30ccd68227b5d2f77d483cdd63b65963 \
-    --hash=sha256:a357a6bf6321796c8506520340feb5052bf76c658a2455aabbbdd7d85c8fd5da \
-    --hash=sha256:ba16b178d2ad9ab1eac38fb1415434abecaf342d3a487c3128649fe8c0d1e500 \
-    --hash=sha256:ba3a0f215ba81c276759a4e6331f8af1948d803d38c3f5ed684119c5d6f1d82a \
-    --hash=sha256:d49533b4a851f3603ecba9a724c32f227bca90cc0034b8a3ad66acdbde759a90 \
-    --hash=sha256:d5759b32f0492f5196f7611f9f5233ff636e91441d9b5cd2309c939cd532f11c \
-    --hash=sha256:eedab4e58c2baa2bf6b9864505aaf7bdbde92c0370854dfdbce5a3cf72bc4be4 \
-    --hash=sha256:ff9d1917f5238e6d8261c79bc911726787220fa85805beca348a36d4aecc71f8
+sqlglotc==30.14.0 \
+    --hash=sha256:0337b982675e17f6dd9a1ed7d944fdef4f81a2aaff6a4494d50492aa18fb0b4e \
+    --hash=sha256:07ee5ed7f8b13cc8e918a31c328933c3f4fd155f5b4360bbbf305445b0f88e73 \
+    --hash=sha256:13441a60a212faef4c658b61394cb22b922bf80c1bb544a5397bed67d5549aeb \
+    --hash=sha256:13f24fa61b21bf21d6734fd9eeaffa8965dc70228b39994005488688bbc033bc \
+    --hash=sha256:13ffa7852e59a6b12e3dbd96686c594847bd6bf4b1a41f1cd8975b0f90e2a522 \
+    --hash=sha256:17951d2587cdfb39086e2b06e6d3bfb15628232a295580c6aecda881a4770824 \
+    --hash=sha256:20c01558912dfc4a06b8484459337efa6fe98f3e45602e213d888fde56f0410e \
+    --hash=sha256:331c600908846a4fee6ffbda0cd82e4b1550612503c761166010a3776334aaf0 \
+    --hash=sha256:47f7ab74779572fd51f616522ca597b034158150a7a312a3dbe907d103f5d908 \
+    --hash=sha256:49157e4dca20cdab9187dec83f51268d2e3c883ebc9b31afe5e5cf11954bd38e \
+    --hash=sha256:5410ff65f26b57e6a9d60f57dd46e8d7aa96b70d1faca562b3931a2b03eb4d56 \
+    --hash=sha256:68c259b9ef4ac630c6c04f4e6217f130f0856abe6146133226442e82e1b54ce4 \
+    --hash=sha256:745bd364e8a5032c4ead9dd843bfa00c5b35a1d816801de7cfb1eeab08f24b8d \
+    --hash=sha256:849520c4b9057408e9198f019791538d5bb77c648b3fc6410db1727acdac90ad \
+    --hash=sha256:968f446a8304e782d6778389de561cad9f984b89c3efea0474d8ec89ae17f02c \
+    --hash=sha256:9918233d827dcc2b1842a8fe3cbc8d915ab71d9ce0100b566e283edb53950867 \
+    --hash=sha256:acb7f577a8e060fb1cb1c9df1b1de1187fc7c53d54539cb6cdc16bd558adf2a5 \
+    --hash=sha256:b1f414c6a6a3c3b56b981e51f9fdd1b1cf95dee5de2592c4b4547803309a57d4 \
+    --hash=sha256:bc3c4ff8f268e2558aed03638ee002d2187cdf4faa15bf34b6f40558abe29e6e \
+    --hash=sha256:c9c9cf31aac1414ccde5e69849bf438b3c74ae763db00651bdf71955ebadc214 \
+    --hash=sha256:dfe8296ee3e505c4f3ae22aee4b0556e1263410e02f274ead0bdb723cd1c4147
     # via sqlglot
 sqlglotrs==0.13.0 \
     --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \
@@ -6376,9 +6367,9 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \
     --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e
     # via mlflow-skinny
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 stack-data==0.6.3 \
     --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
@@ -6391,7 +6382,6 @@ starlette==1.3.1 \
     #   feast (pyproject.toml)
     #   fastapi
     #   mcp
-    #   mlflow-skinny
     #   sse-starlette
 strictyaml==1.7.3 \
     --hash=sha256:22f854a5fcab42b5ddba8030a0e4be51ca89af0267961c8d6cfa86395586c407 \
@@ -6420,9 +6410,9 @@ terminado==0.18.1 \
     # via
     #   jupyter-server
     #   jupyter-server-terminals
-testcontainers==4.15.0rc4 \
-    --hash=sha256:42e26bf7b26b65ed9357b6c58217688519050326cb625c5f04ed09641ae613f1 \
-    --hash=sha256:bf1be1f33b7e20d1d515c10d0df03ddb23fe35a208cb25cef131d80f1799da2b
+testcontainers==4.15.0 \
+    --hash=sha256:085cde086337632e19002719460b7b80bbab2bdd51bb3ea04f77d0de96504706 \
+    --hash=sha256:8796c14e76604031ad39cf0ed3b8e9806283a1fbf5270965c2b1c594caa31b74
     # via feast (pyproject.toml)
 threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
@@ -6499,9 +6489,9 @@ tifffile==2026.3.3 \
     --hash=sha256:d9a1266bed6f2ee1dd0abde2018a38b4f8b2935cb843df381d70ac4eac5458b7 \
     --hash=sha256:e8be15c94273113d31ecb7aa3a39822189dd11c4967e3cc88c178f1ad2fd1170
     # via scikit-image
-timm==1.0.27 \
-    --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \
-    --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89
+timm==1.0.28 \
+    --hash=sha256:3789d313fdd5541a327b60180d70dbb4bdec73db8ff0655e413db3c3d134a9a4 \
+    --hash=sha256:e577b88da96b3a722ea5e2f042455ce6f715d398304d8e63b17d126ed7d89968
     # via feast (pyproject.toml)
 tinycss2==1.5.1 \
     --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661 \
@@ -6588,9 +6578,9 @@ tomli==2.4.1 \
     # via
     #   coverage
     #   fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -6600,31 +6590,31 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-torch==2.12.1 \
-    --hash=sha256:107df6888624bdea41508f9aeb6149d9333c737a5530ceecb56c904e811369ae \
-    --hash=sha256:2af3d9cc866e0a15ae7635ff0a9c61d6624a353ad657f5bcd8d86c26cdc64693 \
-    --hash=sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d \
-    --hash=sha256:2de4e19b88a481482c6c75291f2d6a52eda3ce51f311b29aa9b68499c830c07c \
-    --hash=sha256:3867b861391701012adb2df93360efb88494dca245a185e3bb7624495cfe3f33 \
-    --hash=sha256:42cd7339bf266f14944710e8274be63e7e012bb937834a8d85a8327a9860eba6 \
-    --hash=sha256:649e4ced014ba646f76f8cb9c9726735a6323eb321b7919f942790a923f90921 \
-    --hash=sha256:6e29e7e74d05bda7d955c75e99459f878ebd970ef851b4057edbd3b34a5eb4a3 \
-    --hash=sha256:7973ccd3d2cd35c74449213f7bded199bec6c6247e705cbeda7407af79703d91 \
-    --hash=sha256:97eba061fcb042fed191400b15568990073d67eaacaa6ee9b7ca01dd8b790fe9 \
-    --hash=sha256:a513506cfda3c1c78dabeb6574c1597538c0254b3d39af174dde35d8177f4ce3 \
-    --hash=sha256:a7817f0f89a796d9de239d06f69faf5d7e19a6a5db6710a5ead777c912f9f50a \
-    --hash=sha256:c64ac4aac16be5e296dcd912305605804b203333c690bf98c55bc09494ee92ad \
-    --hash=sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650 \
-    --hash=sha256:d2dd0f2c5f7ccbddaf34cade0deaf476808368f902b9cdb7f36a2ab42301bc0e \
-    --hash=sha256:dd15595f8fc764cffde8c6361a3beb6ef69a028c851b1b3e70e077f615980d4e \
-    --hash=sha256:e86550597877fb272ddc52db2f85b82cb601ea7bd932576a0340152cae2200b3 \
-    --hash=sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece \
-    --hash=sha256:ec56e82be6a8b0c036771a77f7d32ad3c299770571af9815b3dafe61434389d5 \
-    --hash=sha256:ef81f503912effea2ce3d9b12a2e3a6ed488943e91271c90c7a829f60baf6aa2 \
-    --hash=sha256:f4afc8083dff08719edbea346644476e3cec0cf40ebe256be0ee5d5b7c7e8c0d \
-    --hash=sha256:f6dc4caf7eb4adb38a2d9f536b51db56310fdd1254e69a2d96767e1367c892b3 \
-    --hash=sha256:f92609e3b3ce72f25e2eb780d043ced2480c1a86c47c852604fc7a9108648386 \
-    --hash=sha256:fcb61ccd20784b62bdd78ec84238a5cfb383b4994902e03bac95505ab360884c
+torch==2.13.0 \
+    --hash=sha256:024c6cc0c1b085f2f91f20a3dc27b0471d021c31ce84b81be3afdc39f791fd9d \
+    --hash=sha256:092790c696a760c729fd5722835f50b9d81fd7c8f141571f3f3cf4081a8f664c \
+    --hash=sha256:0ab4b69f3ee03a62a002cfbf77b1ca5e88aceb4ea64cb4388bb28f638ddbb045 \
+    --hash=sha256:1e09d6a722504957c694faceca843acde562786df1144ebcc5a74075ec7f6005 \
+    --hash=sha256:2bd30b6b730d987fa386ce3898933762c5cb8cc82eb0535211d787cc3ce2dfeb \
+    --hash=sha256:2fe228aba290d14b9f31b049be550dbd469c3fd3013d7a19705b30454da97027 \
+    --hash=sha256:31061ff56ed8fbf26c749806905aeb749ebeb819810fd5d52508aa5afd90dddc \
+    --hash=sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09 \
+    --hash=sha256:49b58f1e2c52440abb6f17c28f0335fe6c6d01ad1a7f55b0183b81e4b34d64e6 \
+    --hash=sha256:49f1ea385c754e54919408a9bb3b5a72b0b755bbe2c916c1d6f70afbec4908a2 \
+    --hash=sha256:4f8573e3ce9ebcd53fe922f01077a6085ccdfbe5f12fd215883a9d87d7a744fd \
+    --hash=sha256:572df8be8ffb4599c88cbd6a0726f1f854f4da65d2e3c09f0e2c2283333cd6d4 \
+    --hash=sha256:60fcdcb2f3876e21146cb4524ef06397d727ca9ad5f020818547e25075fe3cb7 \
+    --hash=sha256:796633c4cdf0fe2cdced72d8f88f22e73dbcfce83132763162f6d4bff13b820b \
+    --hash=sha256:94f0de129916f77b8dc2c7a8eff644cfeddfe59e39c9f55e9f6e17543410281d \
+    --hash=sha256:a0d8b11f16a48d60e2015d8213aa0390744cbebb98e58b62b3514dddc656e330 \
+    --hash=sha256:a3893dc2da0a972a8ca5d698c85a9f967559ac5f8ee1797b77408aa8734d073c \
+    --hash=sha256:a3a9a21312872af8a26950b2c15680335a386a1f56ed03e780653d78b9607e9e \
+    --hash=sha256:a7de8a313090dc5c7d7ba4bfe5c3be222528f9a4dba1acc83bddb1157360c4b8 \
+    --hash=sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1 \
+    --hash=sha256:c78b7b4d04461855a764cf01bae9a462bb88bc93defcfa11235cbc8fdf3e12c4 \
+    --hash=sha256:cc26eead4cf51d0b544e31e364dcf000846549c273bd148936fe9d24d29acb92 \
+    --hash=sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c \
+    --hash=sha256:e76f9bcecc52b8ff711239a2f7547d5353df95878ab232f0773c1d95928b92f8
     # via
     #   feast (pyproject.toml)
     #   accelerate
@@ -6634,31 +6624,31 @@ torch==2.12.1 \
     #   sentence-transformers
     #   timm
     #   torchvision
-torchvision==0.27.1 \
-    --hash=sha256:08aa33bc8e062cca32aefa90ac714916c5a855cbe1ab4c6148fc0453eb40ca5a \
-    --hash=sha256:0b6e3aa98b7433506bbce1d0d05cb13ec787fc6eb8c5fbd998b26ce05f047543 \
-    --hash=sha256:12deaee20d0d9dec6302025d3f93354266befeb692f5c50bca0137b395598b9e \
-    --hash=sha256:18bc906235bfa901c135acd239f05b8c8ab90d502830cf1ef2cba3301e1f8a23 \
-    --hash=sha256:448abfc3baba984da4577f737209e445da6be93e3b5f4799d90162bf61e3f485 \
-    --hash=sha256:68ba63b48af92f06db995adb23d8411993dba1dee705a4e92411b83a00930b7f \
-    --hash=sha256:8abb6d5cacd56486ca2240e5580750e53ac559412e472ea6a3cee83231a77ca7 \
-    --hash=sha256:916448be4b19676677b0dbf47d08f68b7955ea0abec7fc79340c31e217a824ba \
-    --hash=sha256:9edfb5a549fc2f30ccadb24eca907901e92e426c91a59316be6703a9360e5098 \
-    --hash=sha256:9f5ef59ad60e695796eca6b64e97cb9b21b9d5463cac5ac0ef86cfb72b6e5db9 \
-    --hash=sha256:a1d6a123009af59ad288459f579f67a65cbe8f59372dc7b97e41bc01a6a9b767 \
-    --hash=sha256:a726707e4cbe438fcc507d787af7acf6bca52de30bf4b03579f1dfc0675da829 \
-    --hash=sha256:a9ea9a8abdd23466a5f1c09523cb27dc61e36c16fc7e5e88b337ca54f530b1ef \
-    --hash=sha256:aabe47970a00a3c0574360bfbd4ca3d6162a51f3fa1283a29cd528018dd13088 \
-    --hash=sha256:ab2f8047c2da5bf6742fec6da86840e5feaeb0cea76930d0536f3520df31e166 \
-    --hash=sha256:ad8743a9c12c8c124ad0a1491e54c3ca0c749e91e374e3d92136060b22c9e0f4 \
-    --hash=sha256:ae3d49e57c4abc8eafc1a1971f80fc4948a6268fa69340737ca4466936def080 \
-    --hash=sha256:b3e9bc71854fddbf94ddb69ed8d88983945f3f28f78ee104214b0088669af66a \
-    --hash=sha256:b44ef28ad1963f8cba5bf82f3564c454c74be300df9f79efa43f773312d17d6c \
-    --hash=sha256:c2fd9902f23b56b6ac667213171672fb6c89287ff011918b04af053852a2c4eb \
-    --hash=sha256:d0b00ae58379e6c936ce4816b1b8b94cefb1bd1c2a88eccbadfc993de7a430ca \
-    --hash=sha256:d11da1ce8a5cc7fc527f2d5e0fe25efba93687897fe9339382b593910b1d1c6e \
-    --hash=sha256:d60311a6d08df905f9656a3a312f0a8f55f0d46321bc737bad30a8dec9644309 \
-    --hash=sha256:f3b57a984283896f15c9698562418282f828332886c77315bf269936e6ba0280
+torchvision==0.28.0 \
+    --hash=sha256:028a3d481b37d785605620d7cdad897064c5a55bae2aa1f2658766333e291940 \
+    --hash=sha256:09ce8f56e81f19b9c378ae7bb109f83f6659fd8bc3cd14241a48e4af46e9ed49 \
+    --hash=sha256:2a1ef4b6f4bf5828b48cfad97372c8982db906830884b2868ba5c3df937a7d81 \
+    --hash=sha256:3557cc7b539f46dabcda2b6f2b14017ccbeef024de466d4fc5835fc3f287f769 \
+    --hash=sha256:36beb0782976906069ca03d4c9aacaf4b6b838b06ed6c20960ea9c51cce7acdd \
+    --hash=sha256:3bd9dba55224a9db4a2d77f6feaa5651770d8c8e86d3d0ddb0fa6bec54c8712b \
+    --hash=sha256:46f581979c010ad6da6bd85ee602aa707e1ff44312670223b7a0ee517ad06d47 \
+    --hash=sha256:546fd85345cf8652f6cd099d4f9884b0ca5c2f3fae78689a21dd2f35ea6b622f \
+    --hash=sha256:5a38bc6da3d72621be003400b66f66a2b4c6d644fde05f680c2cb7ca8cf8dd6c \
+    --hash=sha256:5cf78ebc401ce64ae19b8c55de866bb836797d559a4de9c25ccbe74cfa642d3a \
+    --hash=sha256:62c7d110f86a039245b587e4fae60278c649f3bd42ff79cfbc1178eca4e72542 \
+    --hash=sha256:6dfb0f45e2b4ceb4e76f158c3fbb5f44387099f3c466e3423a09ab665a194aba \
+    --hash=sha256:7e80f543b22503d9415e126db5f0ff3917036925e38560ee6b9ae38c571a4002 \
+    --hash=sha256:7e9dd6f60d6e15f8dc27d4f877fdb6002fc70d70272412135f1c2ff9cfa08d3b \
+    --hash=sha256:7fad44dc9582570c7d92c4487d36ac46998f40cc39b438e8b8f5111a935ce4e8 \
+    --hash=sha256:83fe6c020866a85acd7d97deccc45ff11d66daf42916d04396a4309c66c0ccb8 \
+    --hash=sha256:87dc16b2df427c1318ad335f1e2be2b3b15b2cf20f7934c83b0505a48425ee5d \
+    --hash=sha256:89f90e29b0966352811b12589f3a3c61943bf2bb9487b9d7bbec10efb1096bb5 \
+    --hash=sha256:904cf89af220f8c6b2ed0296bb5065b474ce43b77558e48b2bf9de8b0ba17204 \
+    --hash=sha256:9a45ea67235d965ef52187130d20002a4de20c54ea3d927a24286961d268dc37 \
+    --hash=sha256:ad7b3a439265cc3739a4ab5b4c998c0e38ea99c0ee7ca4dea35c5d0b099ec237 \
+    --hash=sha256:bb6dd6918460ed89cc7644adcc2402991474d6933cf1ce92b390641cb233fddf \
+    --hash=sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123 \
+    --hash=sha256:e9f54c30cd52e3ef7fd034cc69b7bb7e0964e1c8f8743e018ab92e95b40f9eee
     # via
     #   feast (pyproject.toml)
     #   docling-ibm-models
@@ -6682,9 +6672,9 @@ tornado==6.5.7 \
     #   jupyterlab
     #   notebook
     #   terminado
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via
     #   feast (pyproject.toml)
     #   datasets
@@ -6721,43 +6711,48 @@ transformers==4.57.6 \
     #   docling-core
     #   docling-ibm-models
     #   sentence-transformers
-tree-sitter==0.25.2 \
-    --hash=sha256:0628671f0de69bb279558ef6b640bcfc97864fe0026d840f872728a86cd6b6cd \
-    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
-    --hash=sha256:1799609636c0193e16c38f366bda5af15b1ce476df79ddaae7dd274df9e44266 \
-    --hash=sha256:20b570690f87f1da424cd690e51cc56728d21d63f4abd4b326d382a30353acc7 \
-    --hash=sha256:260586381b23be33b6191a07cea3d44ecbd6c01aa4c6b027a0439145fcbc3358 \
-    --hash=sha256:3e65ae456ad0d210ee71a89ee112ac7e72e6c2e5aac1b95846ecc7afa68a194c \
-    --hash=sha256:44488e0e78146f87baaa009736886516779253d6d6bac3ef636ede72bc6a8234 \
-    --hash=sha256:463c032bd02052d934daa5f45d183e0521ceb783c2548501cf034b0beba92c9b \
-    --hash=sha256:4973b718fcadfb04e59e746abfbb0288694159c6aeecd2add59320c03368c721 \
-    --hash=sha256:49ee3c348caa459244ec437ccc7ff3831f35977d143f65311572b8ba0a5f265f \
-    --hash=sha256:56ac6602c7d09c2c507c55e58dc7026b8988e0475bd0002f8a386cce5e8e8adc \
-    --hash=sha256:65d3c931013ea798b502782acab986bbf47ba2c452610ab0776cf4a8ef150fc0 \
-    --hash=sha256:6d0302550bbe4620a5dc7649517c4409d74ef18558276ce758419cf09e578897 \
-    --hash=sha256:72a510931c3c25f134aac2daf4eb4feca99ffe37a35896d7150e50ac3eee06c7 \
-    --hash=sha256:7712335855b2307a21ae86efe949c76be36c6068d76df34faa27ce9ee40ff444 \
-    --hash=sha256:7d2ee1acbacebe50ba0f85fff1bc05e65d877958f00880f49f9b2af38dce1af0 \
-    --hash=sha256:a0ec41b895da717bc218a42a3a7a0bfcfe9a213d7afaa4255353901e0e21f696 \
-    --hash=sha256:a925364eb7fbb9cdce55a9868f7525a1905af512a559303bd54ef468fd88cb37 \
-    --hash=sha256:b3d11a3a3ac89bb8a2543d75597f905a9926f9c806f40fcca8242922d1cc6ad5 \
-    --hash=sha256:b3f63a1796886249bd22c559a5944d64d05d43f2be72961624278eff0dcc5cb8 \
-    --hash=sha256:b43a9e4c89d4d0839de27cd4d6902d33396de700e9ff4c5ab7631f277a85ead9 \
-    --hash=sha256:b878e296e63661c8e124177cc3084b041ba3f5936b43076d57c487822426f614 \
-    --hash=sha256:b8ca72d841215b6573ed0655b3a5cd1133f9b69a6fa561aecad40dca9029d75b \
-    --hash=sha256:b8d4429954a3beb3e844e2872610d2a4800ba4eb42bb1990c6a4b1949b18459f \
-    --hash=sha256:bd88fbb0f6c3a0f28f0a68d72df88e9755cf5215bae146f5a1bdc8362b772053 \
-    --hash=sha256:bda059af9d621918efb813b22fb06b3fe00c3e94079c6143fcb2c565eb44cb87 \
-    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
-    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
-    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
-    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
-    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
-    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
-    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
-    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
-    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
-    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+tree-sitter==0.26.0 \
+    --hash=sha256:00289bfe7978f3e0dc0ce69813a20fa9f44ea4c100b3ec62043e5eb74ccfc3a2 \
+    --hash=sha256:0f8793fd18ad7eec276ed4b51c097b4bf2002b357259b66b0d75db1f3f41c754 \
+    --hash=sha256:10f0d4eb94aa7242dcb7f554bcd24dd7ba1c114f00d58759ba08c7a46c8ec51a \
+    --hash=sha256:17a1c5cfd3a05d5c7c86bf4282b6ef8092c91dc0a98390499669c3fedb7d1814 \
+    --hash=sha256:1d6fe0e8fb4df77b5ee816228e2c4475a63d8cc1d4d3a7ffd7097b2b87fc3e95 \
+    --hash=sha256:253df7ab82cc0a9d311cd65f06e9f99fb3eac55996ae9fc94da22f123a861b90 \
+    --hash=sha256:26c996c1edfee86e977bb3f5462e74fcec0d0b0db1e85a3c475875763caa03be \
+    --hash=sha256:2f941cea06128c1f74f8937a8e2a90c7db49cf4be6647cd9e07d92a306d91517 \
+    --hash=sha256:30a88be89ff1f2755297f81e8080d88b795dd98720c3f9fa2acf93873182cc95 \
+    --hash=sha256:335294ce0504fcefde5245dff596778ffaf820205b98ae0b549c72e48855f1d8 \
+    --hash=sha256:3f3c44339dd34fe8eb2b8d5aa7610660499a795f70376b130bbee7a437337280 \
+    --hash=sha256:514a9bf8993e5210e7970736aaf6020d1759b670e195ef17b1c48f586aa30736 \
+    --hash=sha256:526a165a2cb1d1f79e247d400f0e0acd8d49a817d6f312d543513af200b1f886 \
+    --hash=sha256:5a3c93a352b7e6f70f73e121bbfa2d0117ba7478bd51114ed35c91b0b78814fa \
+    --hash=sha256:5a6b333b0282d8bb0af741f9b018bd2523d4eecb2686bf6717066a625fecfaa4 \
+    --hash=sha256:5fc2f41bf246ff2f70a9cc3690be35ec7580a4923151873d898c8bcb1a4503d3 \
+    --hash=sha256:6189c6c340c7384357711e3d92645e96bfb79f7a502f86de1ebdb23eb43f7dab \
+    --hash=sha256:6cb2bd20efb2544c19ac54486ab7cb8ec7b36f913bbe1ce95df84acb96743d9c \
+    --hash=sha256:7075ef857ef86f327dbb72d1e2574dda78db5754b3a1fca6506acd7fe5d561a7 \
+    --hash=sha256:763627db05db34f12333081bd7422cc1c675893d373cc870b3e9249e200700e4 \
+    --hash=sha256:7bcbadfa614326debef581957d5c780a9d7f66065c13deea61aa21d1dd36263f \
+    --hash=sha256:823251c4b6725a7c03ed497a339135ede7ae4bdde75bb8be7ef5e305aeb4ff52 \
+    --hash=sha256:8ff2e0750b7daa722302838356d7b65e303829b7eb73c915df127ddba115e1d1 \
+    --hash=sha256:918d89529786873f0982a0f59c2a303cd065fbfd1b903d71a8e4e1584f67b42e \
+    --hash=sha256:93e220cab7e6a823efeb2046c49171427de92ef71c7c681c01820d14d8d3721f \
+    --hash=sha256:94550e13b6ae576969da40246f4c4abb206380b5375ad43f26dd9151d55438e3 \
+    --hash=sha256:a4033fecc8f606c7f2e8b8014d0057b74668a7f0152763606f7bc25c5f9ec64c \
+    --hash=sha256:b31a8195d2f224224c530ac814632d98c1dcc123d227442c07c736e86b70d564 \
+    --hash=sha256:b40c219edccc4564530c96f8f1556f6202b37cda964d1cbd7bd2b7e68b40a245 \
+    --hash=sha256:b8ea92a255c91671a7ec4625aba3ab7bb5220c423630ffbf83c45d7312abe084 \
+    --hash=sha256:bc6cb01d5ee75c85424aa1f1c72a82d8f07fd52539a0f3c4a6ed3e8721079b84 \
+    --hash=sha256:c56581ad256c4195a21bfe449fed5d44a02fe83a4a7d6e70e6ec302c881191c7 \
+    --hash=sha256:ca89e361a276dbc934b28a43dd881199e25d34ff5493ee0ce45f3c52a6124a37 \
+    --hash=sha256:dea4b4e27d49e9ec5b785d4f994da000e6726882fcc6ad05ec98478500c71aef \
+    --hash=sha256:e9e46b664887d8c1014f1fb33e09454bbdd9ec1fe29b7fd02dde7b46bc1bb81a \
+    --hash=sha256:ed0889dbed843ce45ede9f5169c0b2dea2222f12685844a03fadb81f12705867 \
+    --hash=sha256:f289be0225ba2ace8e87d6c9639b2bc9ff2b5271afb7c5d39282a4a00e248682 \
+    --hash=sha256:f665510f0fcf4636fb9696f1f7853bed7a3bd764b7bb0cb8494e619c14ed5a0c \
+    --hash=sha256:f9997ba61368c48ed54e715676afadf703947a1542464e39d047764fb3624b01 \
+    --hash=sha256:ff527388df14cb5009f9274faf78cc69a7393ae6acf3b04784b8acca249519c5 \
+    --hash=sha256:ff80d4833d330a73184a3ac5132abe93c575d2dea31975c6f15c0d21fef238aa
     # via docling-core
 tree-sitter-c==0.24.2 \
     --hash=sha256:1628584df0299b5a340aa63f8e67b6c97c91517f52fa7e7a4c557e40adb330a9 \
@@ -6802,13 +6797,19 @@ tree-sitter-typescript==0.23.2 \
     --hash=sha256:c7cc1b0ff5d91bac863b0e38b1578d5505e718156c9db577c8baea2557f66de8 \
     --hash=sha256:e96d36b85bcacdeb8ff5c2618d75593ef12ebaf1b4eace3477e2bdb2abb1752c
     # via docling-core
-trino==0.337.0 \
-    --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \
-    --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c
+trino==0.338.0 \
+    --hash=sha256:093952f8a53b6f47ab357b77cbe92f1d66453290f7d8bcc4b74bd662e5ff2704 \
+    --hash=sha256:1103d249cb96ba8f88f699588581965e2be088c16b9f8178e34cb64aa8a6c011
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
 typer==0.12.5 \
     --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \
@@ -6827,25 +6828,25 @@ types-protobuf==3.19.22 \
     # via
     #   feast (pyproject.toml)
     #   mypy-protobuf
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
 types-pyopenssl==24.1.0.20240722 \
     --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \
     --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54
     # via types-redis
-types-python-dateutil==2.9.0.20260518 \
-    --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \
-    --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8
+types-python-dateutil==2.9.0.20260716 \
+    --hash=sha256:1ae41d51a5c5f6bbeeb7f1f34df7086d55ff1605cf88d2ed71a7a276e1a7794e \
+    --hash=sha256:1d55d1c3024bdb4861bb6a6622c9ec800c433d87bdc5b16fb84cdd0eed4ef2cb
     # via feast (pyproject.toml)
-types-pytz==2026.2.0.20260518 \
-    --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \
-    --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16
+types-pytz==2026.3.1.20260727 \
+    --hash=sha256:42ac44e83645bfceb46597342c8fb8ec028a1407e2feae9c5c539986eab6b57a \
+    --hash=sha256:4364075b6867dd15b210bb8c1d29727d609917129b45600defe1d4b3eda5ecb9
     # via feast (pyproject.toml)
-types-pyyaml==6.0.12.20260518 \
-    --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \
-    --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466
+types-pyyaml==6.0.12.20260724 \
+    --hash=sha256:3c1ce1bb73cd5ec02e90390c2b1f00e810d241d8825fd73ff359696839271b6b \
+    --hash=sha256:d57db930a4b2efbc57cf430ec8882765d246929432fa253092f383902329a453
     # via feast (pyproject.toml)
 types-redis==4.6.0.20241004 \
     --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \
@@ -6855,9 +6856,9 @@ types-requests==2.30.0.0 \
     --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \
     --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31
     # via feast (pyproject.toml)
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via
     #   feast (pyproject.toml)
     #   types-cffi
@@ -6869,9 +6870,9 @@ types-urllib3==1.26.25.14 \
     --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \
     --hash=sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e
     # via types-requests
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
@@ -6887,12 +6888,15 @@ typing-extensions==4.15.0 \
     #   graphene
     #   great-expectations
     #   grpcio
+    #   httpx2
     #   huggingface-hub
     #   ibis-framework
     #   ipython
     #   jupyter-client
+    #   jupyterlab
     #   jwcrypto
     #   mcp
+    #   mcp-types
     #   minio
     #   mlflow-skinny
     #   mypy
@@ -6925,16 +6929,16 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   arrow
     #   ibis-framework
     #   pandas
-tzlocal==5.4.3 \
-    --hash=sha256:24ce97bb58e2a973f7640ec2553ab4e6f6d5a0d0d1aa9dc43bca21d89e1feb82 \
-    --hash=sha256:3a8c9bc18cf47e1dcde252ea0e6a72a6cde320a400b6ac6db1f1f8cccd553c00
+tzlocal==5.4.4 \
+    --hash=sha256:8dbb8660838688a7b6ba4fed31d18dedf842afb4d47ca050d6d891c2c15f3be4 \
+    --hash=sha256:aae09f0126a8a86fa736be266eb4a471380d26a0de3bc14844e7821fee3e2a15
     # via
     #   great-expectations
     #   trino
@@ -6960,18 +6964,18 @@ urllib3==2.7.0 \
     #   requests
     #   responses
     #   testcontainers
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   mlflow-skinny
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -7140,12 +7144,10 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-wcwidth==0.8.1 \
-    --hash=sha256:f453740b1e4a4f3291faa37944c555d71056c4da08d59809b307ef4feba695c8 \
-    --hash=sha256:faf5b4a5366a72dc49cad48cdf21f52bdf63bdda995178e483ba247ff79089b9
-    # via
-    #   prettytable
-    #   prompt-toolkit
+wcwidth==0.8.2 \
+    --hash=sha256:91fbef97204b96a3d4d421609b80340b760cf33e26da123ff243d76b1fda8dda \
+    --hash=sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85
+    # via prompt-toolkit
 webcolors==25.10.0 \
     --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d \
     --hash=sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf
@@ -7162,75 +7164,122 @@ websocket-client==1.9.0 \
     # via
     #   jupyter-server
     #   kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
 werkzeug==3.1.8 \
     --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \
     --hash=sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44
     # via
     #   flask
-    #   flask-cors
     #   moto
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
@@ -7242,97 +7291,97 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366 \
     --hash=sha256:de8610639996f1567952d763a5a41af8af37f2575a41f9852a38f947eb82a3b9
     # via ipywidgets
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via
     #   aiobotocore
     #   deprecated
@@ -7346,300 +7395,300 @@ xmltodict==1.0.4 \
     --hash=sha256:6d94c9f834dd9e44514162799d344d815a3a4faec913717a9ecbfa5be1bb8e61 \
     --hash=sha256:a4a00d300b0e1c59fc2bfccb53d7b2e88c32f200df138a0dd2229f842497026a
     # via moto
-xxhash==3.7.0 \
-    --hash=sha256:01cf5c5333aed26cc8d5eea33b8d6398e085e365a704b7372fabdf7ab06441a9 \
-    --hash=sha256:030c0fd688fce3569fbb49a2feefd4110cbb0b650186fb4610759ecfac677548 \
-    --hash=sha256:03f8ff4474ee61c845758ce00711d7087a770d77efb36f7e74a6e867301000b8 \
-    --hash=sha256:040ea63668f9185b92bc74942df09c7e65703deed71431333678fc6e739a9955 \
-    --hash=sha256:05ece0fe4d9c9c2728912d1981ae1566cfc83a011571b24732cbf76e1fb70dca \
-    --hash=sha256:05fd1254268c59b5cb2a029dfc204275e9fc52de2913f1e53aa8d01442c96b4d \
-    --hash=sha256:073c23900a9fbf3d26616c17c830db28af9803677cd5b33aea3224d824111514 \
-    --hash=sha256:082c87bfdd2b9f457606c7a4a53457f4c4b48b0cdc48de0277f4349d79bb3d7a \
-    --hash=sha256:0c36f89ba026ccc6fde8f48479a2fd9fc450a736cc7c0d5650acfcff8636282e \
-    --hash=sha256:0c72fe9c7e3d6dfd7f1e21e224a877917fa09c465694ba4e06464b9511b65544 \
-    --hash=sha256:0d23fd49fdc5c8af61fb7104f1ad247954499140f6cb6045b3aa5c99dadbbf28 \
-    --hash=sha256:0ff71596bd79816975b3de7130ab1ff4541410285a3c084584eeb1c8239996fd \
-    --hash=sha256:1061bc6cec00adf75347b064ee62b220d66d9bc506acaad1418c79eec45a318c \
-    --hash=sha256:11dd69b1a34b7b9af29012f390825b0cdb0617c0966560e227ca74daa7478ba9 \
-    --hash=sha256:1295325c5a98d552333fa53dc2b026b0ef0ec9c8e73ca3a952990b4c7d65d459 \
-    --hash=sha256:12c249621af6d50a05d9f10af894b404157b15819878e18f75fcbb0213a77d07 \
-    --hash=sha256:12eca820a5d558633d423bf8bb78ce72a55394823f64089247f788a7e0ae691e \
-    --hash=sha256:13805f0461cba0a857924e70ff91ae6d52d2598f79a884e788db80532614a4a1 \
-    --hash=sha256:14bf7a54e43825ec131ee7fe3c60e142e7c2c1e676ad0f93fc893432d15414af \
-    --hash=sha256:151d7520838d4465461a0b7f4ae488b3b00de16183dd3214c1a6b14bf89d7fb6 \
-    --hash=sha256:153c3a4f73563101d4c8102cbff6a5b46f7aa9dbe374eedf1cd3b15fda750566 \
-    --hash=sha256:157c49475b34ecea8809e51123d9769a534e139d1247942f7a4bc67710bb2533 \
-    --hash=sha256:178959906cb1716a1ce08e0d69c82886c70a15a6f2790fc084fdd146ca30cd49 \
-    --hash=sha256:17f8ae90c8e00f225be4899c3023704f23ee6d5638a00c54d6cbe9980068e6f9 \
-    --hash=sha256:1910df4756a5ab58cfad8744fc2d0f23926e3efcc346ee76e87b974abab922f4 \
-    --hash=sha256:1ad86695c19b1d46fe106925db3c7a37f16be37669dcf58dcc70a9dd6e324676 \
-    --hash=sha256:1cc07c639e3a77ef1d32987464d3e408565b8a3be57b545d3542b191054d9923 \
-    --hash=sha256:1d398f372496152f1c6933a33566373f8d1b37b98b8c9d608fa6edc0976f23b2 \
-    --hash=sha256:2220af08163baf5fa36c2b8af079dc2cbe6e66ae061385267f9472362dfd53c6 \
-    --hash=sha256:24cc22070880cc57b830a65cde4e65fa884c6d9b28ae4803b5ee05911e7bafba \
-    --hash=sha256:2524a1e20d4c231d13b50f7cf39e44265b055669a64a7a4b9a2a44faa03f19b6 \
-    --hash=sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257 \
-    --hash=sha256:2d415f18becf6f153046ab6adc97da77e3643a0ee205dae61c4012604113a020 \
-    --hash=sha256:31ab1461c77a11461d703c88eb949e132a1c6515933cf675d97ec680f4bd18de \
-    --hash=sha256:31e3516a0f829d06ded4a2c0f3c7c5561993256bfa1c493975fb9dc7bfa828a1 \
-    --hash=sha256:322b2f0622230f526aeb1738149948a7ae357a9e2ceb1383c6fd1fdaecdafa16 \
-    --hash=sha256:3281ba1d1e60ee7a382a7b958513ba03c2c0d5fcbd9a6f7517c0a81251a23422 \
-    --hash=sha256:3409b50ddbc76377d938f40a7a4662cd449f743f2c6178fd6162b875bf9b0d4f \
-    --hash=sha256:347a93f2b4ce67ce61959665e32a7447c380f8347e55e100daa23766baacf0e5 \
-    --hash=sha256:3573a651d146912da9daa9e29e5fbc45994420daaa9ef1e2fa5823e1dc485513 \
-    --hash=sha256:363c139bf15e1ac5f136b981d3c077eb551299b1effede7f12faa010b8590a60 \
-    --hash=sha256:37d994d0ffe81ef087bb330d392caa809bb5853c77e22ea3f71db024a0543dba \
-    --hash=sha256:3afec3a336a2286601a437cb07562ab0227685e6fbb9ec17e8c18457ff348ecf \
-    --hash=sha256:3b6b3d28228af044ebcded71c4a3dd86e1dbd7e2f4645bf40f7b5da65bb5fb5a \
-    --hash=sha256:3bb5fd680c038fd5229e44e9c493782f90df9bef632fd0499d442374688ff70b \
-    --hash=sha256:3beb1de3b1e9694fcdd853e570ee64c631c7062435d2f8c69c1adf809bc086f0 \
-    --hash=sha256:3e1860f1e43d40e9d904cf22d93e587ea42e010ebce4160877e46bcab4bc232a \
-    --hash=sha256:418a463c3e6a590c0cdc890f8be19adb44a8c8acd175ca5b2a6de77e61d0b386 \
-    --hash=sha256:421da671f43a0189b57a4b8be694576308395f92f55ed3badcde67ab95acef81 \
-    --hash=sha256:43475925a766d01ca8cd9a857fd87f3d50406983c8506a4c07c4df12adcc867f \
-    --hash=sha256:44909f79fb7a4950ec7d96059398f46f634534cd95be9330a3827210af5aaebe \
-    --hash=sha256:44fba4a5f1d179b7ddc7b3dc40f56f9209046421679b57025d4d8821b376fd8d \
-    --hash=sha256:468f0fc114faaa4b36699f8e328bbc3bb11dc418ba94ac52c26dd736d4b6c637 \
-    --hash=sha256:48b542c347c2089f43dc5a6db31d2a6f3cdb04ee33505ec6e9f653834dbb0bde \
-    --hash=sha256:496736f86a9bedaf64b0dc70e3539d0766df01c71ea22032698e88f3f04a1ce9 \
-    --hash=sha256:49a88183a3e5ab0b69d9bbfc0180cbdb247e8bada19fd9403c538b3aa3c24176 \
-    --hash=sha256:49e556558eee5c8c9b2d5da03fd36cfa6c99cae95b3c3887ec64ee1a49ed517a \
-    --hash=sha256:4b6d6b33f141158692bd4eafbb96edbc5aa0dabdb593a962db01a91983d4f8fa \
-    --hash=sha256:4c2454448ce847c72635827bb75c15c5a3434b03ee1afd28cb6dc6fb2597d830 \
-    --hash=sha256:4e15cc9e2817f6481160f930c62842b3ff419e20e13072bcbab12230943092bc \
-    --hash=sha256:503722d52a615f2604f5e7611de7d43878df010dc0053094ef91cb9a9ac3d987 \
-    --hash=sha256:506a0b488f190f0a06769575e30caf71615c898ed93ab18b0dbcb6dec5c3713c \
-    --hash=sha256:50846b9b01f461ee0250d7a701a3d881e9c52ebce335d6e38e0224adc3369f50 \
-    --hash=sha256:50e879ebbac351c81565ca108db766d7832f5b8b6a5b14b8c0151f7190028e3d \
-    --hash=sha256:54876a4e45101cec2bf8f31a973cda073a23e2e108538dad224ba07f85f22487 \
-    --hash=sha256:54a675cb300dda83d71daae2a599389d22db8021a0f8db0dd659e14626eb3ecc \
-    --hash=sha256:565df64437a9390f84465dcca33e7377114c7ede8d05cd2cf20081f831ea788e \
-    --hash=sha256:5886ad85e9e347911783760a1d16cb6b393e8f9e3b52c982568226cb56927bdc \
-    --hash=sha256:5a6ddec83325685e729ca119d1f5c518ec39294212ecd770e60693cdc5f7eb79 \
-    --hash=sha256:5b1bde10324f4c31812ae0d0502e92d916ae8917cad7209353f122b8b8f610c3 \
-    --hash=sha256:5bf2f1940499839b39fef1561b5ecb6ede9ac34ef4457474e1337fc7ef07c2f3 \
-    --hash=sha256:5de686e73690cdaf72b96d4fa083c230ec9020bcc2627ce6316138e2cf2fe2d1 \
-    --hash=sha256:5e7ce913b61f35b0c1c839a49ac9c8e75dd8d860150688aed353b0ce1bf409d8 \
-    --hash=sha256:5ec1e080a3d02d94ea9335bfab0e3374b877e25411422c18f51a943fa4b46381 \
-    --hash=sha256:6318d8b6f6c6c21058928c23289686fc74f37d794170f14b35fecceb515d5e37 \
-    --hash=sha256:646a69b56d8145d85f7fd2289d14fba07880c8a5bda406aa256b407481a61f35 \
-    --hash=sha256:646b8aa66cf0cec9295dfc4e3ac823ee52e338bada9547f5cf2d674212d04b58 \
-    --hash=sha256:6741564a923f082f3c2941c8bb920462ed5b25eaebdd1e161f162233c9a10bc5 \
-    --hash=sha256:693d02c6dc7d1aa0a45921d54cd8c1ff629e09dfdc2238471507af1f7a1c6f04 \
-    --hash=sha256:6be4d70d9ab76c9f324ead9c01af6ff52c324745ea0c3731682a0cf99720f1fe \
-    --hash=sha256:6cc4eefbb542a5d6ffd6d70ea9c502957c925e800f998c5630ecc809d6702bae \
-    --hash=sha256:6e83179bbb208fb72774c06ba227d6e410fa3797de33d0d4c00e3935f81da7d2 \
-    --hash=sha256:6e934bbae1e0ec74e27d5f0d7f37ef547ce5ff9f0a7e63fb39e559fc99526734 \
-    --hash=sha256:6f31143e18e6db136455b16f0e4e6eba943e1889127dd7c649b46a50d54dd836 \
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+    --hash=sha256:4d6e88ddb3c741fbf29e1e7faf429880f8cd1d7aff4303247435a549726b4fb1 \
+    --hash=sha256:4df57c0b161ec1b3ed0526a67b0db0914b557e86ee8aae51887aec941b261542 \
+    --hash=sha256:4e0e1b0fb0259c1b75d1251ac0bb4d7ab675d36f7a6bf4ba6aa630dae94f9ffa \
+    --hash=sha256:4ef09bbc2519a93cd0f95f2ceb5f7b85919dffea643278e02362bf40e3c4bed1 \
+    --hash=sha256:5013be3bea7612852c62a7437f3302c1cfb91ca7e703b194459db0b2b2e0d792 \
+    --hash=sha256:5177aa44eddaa97c6ef0cc00c6d540edb64d51781d2f8fb941612ec61a92c9ed \
+    --hash=sha256:51f71a6e2ad071e70c937e41fcb6c19f82c3f9f49831eba850ed4a106ffbb647 \
+    --hash=sha256:538f5f865df6cd8c32dd63158a0e5b4f5dd08d732a7da8b7228a5a0776c8ce55 \
+    --hash=sha256:53f3ed9118397074ff63a79b66b7fec1c84c782eecde35c5bc94e420a971c231 \
+    --hash=sha256:559e3cabe522231909f9de98ef06929edbd53782046bd21aae0c72db6f2a0775 \
+    --hash=sha256:57189a69c0891e4818853feaa521c972d22c880a001453addea015f48e3c3398 \
+    --hash=sha256:57f80a898544db78ec6b0be6183bd1bc008933193d4199f5cde36b0e6bd5e062 \
+    --hash=sha256:58346024d47e84f7d8b3e7f5d6faa1d58acbbe49a8771497872059f58c1d8ea5 \
+    --hash=sha256:594131ce1aad18db3689781f806db1b065cdaa04f4df36b4c038d2013aefd0bf \
+    --hash=sha256:5b96f0024e9840f449bd91b2d005c921a4b666055a0d1b6492463799f32aae22 \
+    --hash=sha256:5c566b123dce7e4867ca518434cdfb9f84e5023771235b2e3107a26c9a41cbd8 \
+    --hash=sha256:5d3dfb1f0ff146da7952867a9414f0c7a29762f8825a84879592612fd6139342 \
+    --hash=sha256:5da703225374e3a4c8d4fd90e26fe7213a52004ec77f88b42b42e9e86d8c6d57 \
+    --hash=sha256:5db43f249b4be9f99ef4b967863f37094fb40e67effafb78ba4f0356b6396104 \
+    --hash=sha256:5eed32dad81d6ba8e62dc7b9ffa0500199385d7810a8dd9d4eafaceb8c6e20bb \
+    --hash=sha256:602efcad4a42c184e81d43a2b7e6e4f524d619878f2b6ee2ba469011f47c8147 \
+    --hash=sha256:614bca2c7cfa87ec95b703e691c3c5eb6c448b6dabbe9776ac53883152951729 \
+    --hash=sha256:632a34590c090d1285ed5efa5a02be919f3f9a56a64bd25f693fe1e2d27a27fb \
+    --hash=sha256:64af54dd1c3a45a27c04942f9a1a4683322bdd127f4745cca4e02549c1d2d2bb \
+    --hash=sha256:6536d8677d2fff7e64cd0b98b976df9de7aee0e69590044c2af5f51b76b7a170 \
+    --hash=sha256:656256c9f9303e47f07d5cb8ae4468285370adfafd7ba48aea33a458e7697626 \
+    --hash=sha256:6696c8752aded28ff3b16f33ef28ce28fb5d209b80c206746f943199fcf5fd65 \
+    --hash=sha256:6c7574528bc922f8757f34dd78ed60ab52b1c7973b630f5eae7ba33ec133ce71 \
+    --hash=sha256:6cee733fe4ccb1737e0997135283c82341e5cfa9cf214b165f9087fb663aaf4f \
+    --hash=sha256:6cf633fe83b1d4e6519d7259b33afe40fbba5d3f438730156971dd0cf7730610 \
+    --hash=sha256:714503083a1f2065c9ad15340dd49ac8a8e948a505a705ffa1750cb951519113 \
+    --hash=sha256:717b12fdc51819833704e85e6926d76981ffa3f780ef92e33ebb8b26d46bb230 \
+    --hash=sha256:7258ee276e8772599bc19e14b36f6260306e21b637190cd7cb489a2449d48684 \
+    --hash=sha256:72eb5ae575cc7ae2b23f6f8064a8b10f638c7149819ae9cc6d20ebd4d37a1629 \
+    --hash=sha256:7345007c12780985de4fd740148776d1eee18c0d41407c6fa1e48c5450304fe5 \
+    --hash=sha256:747476436f6891b9773374ce8d48edcc8b12cb5b61b67c6fb6289633747d088f \
+    --hash=sha256:77f74e45a1e5574bbbf80181c8027b3a4c65c2248fffbd557bd596fff13102f9 \
+    --hash=sha256:7801b7223db017b9c0c9ccf37e44524edb35a1544a1c032add22c061c6af0276 \
+    --hash=sha256:78c794b643d214f1522e7a288bcf5a2de120d26cd170516749a4009dc92722c9 \
+    --hash=sha256:7b5f97ecfede10d5b2870383620e2d25c8561e217c7bf9081073802b54248d2b \
+    --hash=sha256:7dc4bdf008f77c88d544849c48c1a40faf25a5eff6cc466de2e8edc37c191fce \
+    --hash=sha256:81f4ed9ca9644bc95cd976bfe10f7a4cafab8ffdc3aed52877d4600e445be7ef \
+    --hash=sha256:82c0cedd280eab2e8291270e6c04894dbc096f8159a39dcf1807429f026ca3cc \
+    --hash=sha256:8304be0982130954b7fd3aad18e2c6f8ee40254bc3d2e635991c16d77c91e2bd \
+    --hash=sha256:83697b0ea1f10e7f5d8b26a4906fa851393c61546c63839643a2b7fe2d868061 \
+    --hash=sha256:836f11d4474d3228e9909d97216faa4f7505df41cfaf3927eb29809de785a78d \
+    --hash=sha256:83b9130b80b216d56fdf9e87131946b353c9627930c061955a101ea82b09fed9 \
+    --hash=sha256:83d879362ddd0fedd3f2ab8ce7cce3da2049a6d51d16da8af73011c6edf4752f \
+    --hash=sha256:848182a391fffdc25605443e832f5b443f25498edeccf9a64343fd84421ca04b \
+    --hash=sha256:852bfe059720632e2f16a6a4745e41d20937b2bf2a42a401e2412046bb6971cc \
+    --hash=sha256:868a8dcaff1a84ba78038e1cef14fc88ccf84d9b4d12ea604696e0693296aa56 \
+    --hash=sha256:89b11a5cdd441aa463f6d34ca0241602bc09b001a76994b6059828494108c673 \
+    --hash=sha256:89df64c10adfe340fb00330042537cdd6bf0d8d78bad73f29cfe5427eed7b084 \
+    --hash=sha256:8ea8a141eeced4f6262ab6dd71c681ac546a558c30bb586abe087d814b5f85ea \
+    --hash=sha256:8f454166c2ffed45636c8d501741e649851ba2f346c4eb73a64c07ac00428f20 \
+    --hash=sha256:8f759eed402448c2bdbb492e4fba1f20668ffe29688605ea61f0f67f9e4e386d \
+    --hash=sha256:9043877a917be88ccf230aa5667c1bd059bce80f4c2727e4defa1b29b7f48b08 \
+    --hash=sha256:942bc86e9be6fdd6e1175048f5fe8f8fdaaf2309dd1323ef1e155a69cd346780 \
+    --hash=sha256:947a585bcaa235702b7c59433b485489397f9a163b3f56058b9463a46fd9b74c \
+    --hash=sha256:950ac754d16daea42038f38e7465eb84cda4d08d7343c1c915771b29470f065a \
+    --hash=sha256:98d8ac1129b4dd39098cffed94d1284aceb61c3aa396757ccc736ac392e4cee5 \
+    --hash=sha256:98ee81b4b7f3023c9cb04a78cc67610baffcb5812d92f2096cb5a5efc6f19437 \
+    --hash=sha256:9b2ce44bf8f4a1d01f418b3110ff8dff32fd3f3e836c0e06333c3725f243fa6c \
+    --hash=sha256:9d45eee3a95a8b61e5b568580caac91f1502ddb731aaf8f4aa448a98660b2fb4 \
+    --hash=sha256:9db455cb649dcfe4504d6d68a6d83a7315a99a3ca59871dc3ff840671f99adba \
+    --hash=sha256:9df56e6df96a60590935e22373041cccc91fd55858763dcffb55bf63b3a2b396 \
+    --hash=sha256:9e80238259655bf69d7bcd08226a970d7f42605f3157786bfa76dd13472d7fa0 \
+    --hash=sha256:9f23083e1bd9d901f844af7a126727c486e7eada9a1a6791c8f7e73f94fac656 \
+    --hash=sha256:a2489d3a776fa380cb8e71f54c7fda268a9baf3de9b1395093fd280f95735907 \
+    --hash=sha256:a5cd96f6dcdf4fa657b2d95668d71d58455248f98712ecffaa9c528edf40ccae \
+    --hash=sha256:a5eed9d41995a83f3332b4e3396abb7f433cac584222bd7e305b606d8353861e \
+    --hash=sha256:a6617f30641ba0d8baa1635fbefb1dffc5165ec36d26921bd5cee13497cd937a \
+    --hash=sha256:a6e088bd7870775624256a0d84c2a6714afd223b2eeb56b0ca58398e52a32fda \
+    --hash=sha256:a98b2f95cab589e0f5e92c48431afb4d56238b8bf6668edcc66166180e9b509b \
+    --hash=sha256:ad52a0e4bcc0ba956a953a169d1feec2734a64981d689e4fc8f490f7bf91af60 \
+    --hash=sha256:af0c9fedc4a2c24e8664953882fe8185f3790b8338c9c700f76f5ad660817711 \
+    --hash=sha256:afe6380a0e9653a87aa1e6e88fb47718113e5563c7a1cb2bcc23c1d8e17e3961 \
+    --hash=sha256:affb37f152e55b5e4494bb9d0107f7bb08515c6704fbed82d9f61214d74adc17 \
+    --hash=sha256:b0093cf7eeb91b84776e8742113afa4bdf47533d36cf719179aaaf1f56f6f8bf \
+    --hash=sha256:b0de4bf3aa66363552d52c6a89003c479911f12098cd48a53d44a0f7a25f7c46 \
+    --hash=sha256:b30e01a0b97a4bc3f519a4d7a82da3dc53251fb0de5eeea8660dcd4ff094c0c2 \
+    --hash=sha256:b3ba794c3d885803db6c3116686923f1ec13bc86e621e169a375282b63ea1cc6 \
+    --hash=sha256:b3e1107fe5ca030f946dfa59fdbb66b5df121c8432f14b0bdd282d17b297f4eb \
+    --hash=sha256:b5196cc2574cfec572a5f3fb7cfa5ade27305ae3d06516a082132441aff4c83a \
+    --hash=sha256:b6fa3116e40e14e7782fb1a9f872f94b5997de21127c95545ce40196ac1351c5 \
+    --hash=sha256:bb70573d2995d23932e2871120f78d798ebc3572e54c09e694a18ced95c5f8d9 \
+    --hash=sha256:bbcdf9c92d21c65bc75426eecea724c8fa0d35a6e201fdf1630011d4cc3aa685 \
+    --hash=sha256:bcab50a389cc04d87f90092af78a6adba2ab3deca63175a3344ca83514045315 \
+    --hash=sha256:bf28f55e427e0483acb1f666bd0d869b6d5e5a716680c216ad7befe3d4cfba2e \
+    --hash=sha256:bfcd82852c62a60e314670a9602de354c4460f8adad916e2e42a20860c7870bc \
+    --hash=sha256:c240939e963653054fc7e4a17c382829cda4aa88a7daf0af841715dbded1b497 \
+    --hash=sha256:c31a2649bcf1fe97cf11c79848d761df33ac46b3896942d31b640557b486ff6b \
+    --hash=sha256:c4ed42965c2cd9081f011be22f69d0e65d3b6165fe7734072fd0c232840bbd4e \
+    --hash=sha256:c73b6f652f0745425aa6378319c331293b5341756262e9408ed3d45f183375e6 \
+    --hash=sha256:c85949d02c85adf6d786eb94858e124989a632a4e65739835b2fc5761827fac3 \
+    --hash=sha256:c919f38cd3f0b5e8d30b81fd6cac688cf9221560340f0c35cbbb8b2bd77ad6ac \
+    --hash=sha256:c959f88160b13b4e730b0d75b459b7929fc0d2225c284c9683ac95d6feeeac6a \
+    --hash=sha256:cb3fe820c27593f170770d6c8d791936cf6275d9269405fbb7b30a55363c10c8 \
+    --hash=sha256:cf399fac542a1c7a4734a435b93df2c55e858c7d31abf6c1bdf46f9ae67fbfd0 \
+    --hash=sha256:d0b48cdf690a64cedf7258c3dc9506cc41fc86edd7739c40e3098952265dc068 \
+    --hash=sha256:d247b34bf433c92b41689318fd25d246313cab2275a6a47e2efac178b80d6efe \
+    --hash=sha256:d48acabb1e5cb0071009f80d71d7f01b6ba2c1d4b869b1352bb5df3f11bf7dfd \
+    --hash=sha256:d5006c65ec507a333479e76e00e2c368781f16c24ededa764763956b32a0e93e \
+    --hash=sha256:d58ce8b6cfa9c4d2f230557f69caf7c06369e318015d0b19485095bc2c5963ab \
+    --hash=sha256:d59e71153fe9ff85648d00e18649b07e9b22c797291abb7e27274fa06df8b838 \
+    --hash=sha256:d6a5c0bce213b23b0166fe0d35bcbbe23ce4b968f257cc7eb6fd57cb8e1e6297 \
+    --hash=sha256:daa86e4b68221d38e669bb236ba112d0335353829fb627c82e5909e4bbe8694c \
+    --hash=sha256:db77278a6eddadbf44ce5aae2fee5ebb4d061f026b1ce2130d058cd4d7a7b670 \
+    --hash=sha256:dfe0580fbfd5e4af87d0cc52d2044f155d55ebd8c8a93568758a2ea7d8e15975 \
+    --hash=sha256:e14800b9b10bb39d7a60ad4a310e403164d7b8988a27ae933d4e40618a44088e \
+    --hash=sha256:e2a845687219ba3214126f14a8a5861f97c9e065a7d0b8252adb6df13eea86fb \
+    --hash=sha256:e3b87cbd974512c0c5fc7b469c36b2cdc9ee6d76e4ec78bccb2c7184611c49b0 \
+    --hash=sha256:e4a6443968c4e8dc69967e12776776a5952c119cc1bd94168ad1c5ad667c2be1 \
+    --hash=sha256:e605e0b8abca9457abd5bee737e086ab145a20c25083ef1113013612268872ff \
+    --hash=sha256:e6e49370822c1f4d8d90e678b06dbcb08b51a026a7c4b55479e7d467f2e813bc \
+    --hash=sha256:e710ad822c493fb80a4fbc1e3d0a807b1422cb90adbe64378f98291b7fa48fef \
+    --hash=sha256:ea6a3e734b0fd41b82784a400be946821900daebe610c050a5e0760838a34f99 \
+    --hash=sha256:ec55d80e9b8a519d742669e0b49e8ce9e6747be42bf3c138158b6543a9c8e489 \
+    --hash=sha256:ed8bcdab6692fd4ad0dd6241807a24a640a376764460023b8d462d745e6b7b27 \
+    --hash=sha256:f377012b86c0a23a1df0cf5a1b05aa7187649e472f71c7892e5f2c2815bbe74f \
+    --hash=sha256:f6114692261eff4266386cdec0f7d87eee24e317ab397c218b7ae6a76b4c6339 \
+    --hash=sha256:f8044cf4c77f37968b8c4cbcbf7a0f355d8a437877ae18eba23e3aad953a6cc7 \
+    --hash=sha256:f8ed8940435834141061da26d27c4dd0d18fb69777bf431f5c6cc46b43349113 \
+    --hash=sha256:f93e408255ddce525189bf11feaa1be7ee35e55f486c299c97d9caa68d724a5b \
+    --hash=sha256:fb9e256a357dfcede7818c6d34e70db2d6b664394803d1de4b6984d2de76c0f1
     # via datasets
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
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+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
@@ -7746,6 +7795,10 @@ zstandard==0.25.0 \
     --hash=sha256:fd7a5004eb1980d3cefe26b2685bcb0b17989901a70a1040d1ac86f1d898c551 \
     --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01
     # via
-    #   clickhouse-connect
     #   pyiceberg
     #   trino
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.11-minimal-requirements.txt b/sdk/python/requirements/py3.11-minimal-requirements.txt
index 1a46b3cf5bb..1ce22bc00da 100644
--- a/sdk/python/requirements/py3.11-minimal-requirements.txt
+++ b/sdk/python/requirements/py3.11-minimal-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.11 --no-strip-extras pyproject.toml --extra minimal --generate-hashes --output-file sdk/python/requirements/py3.11-minimal-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
-    --hash=sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95 \
-    --hash=sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3 \
-    --hash=sha256:6fd35beba67c4183b09375c5fff9accb47524191a244a99f95fd4472f5402c2b \
-    --hash=sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444 \
-    --hash=sha256:73f05ea02013e02512c3bf42714f1208c57168c779cc6fe23516e4543089d0a6 \
-    --hash=sha256:764457a7be60825fb770a644852ff717bcbb5042f189f2bd16df61a81b3f6573 \
-    --hash=sha256:797457503c2d426bee06eef808d07b31ede30b65e054444e7de64cad0061b7af \
-    --hash=sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15 \
-    --hash=sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe \
-    --hash=sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2 \
-    --hash=sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496 \
-    --hash=sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876 \
-    --hash=sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817 \
-    --hash=sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448 \
-    --hash=sha256:8f6bb621e5863cfe8fe5ff5468002d200ec31f30f1280b259dc505b02595099e \
-    --hash=sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6 \
-    --hash=sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd \
-    --hash=sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f \
-    --hash=sha256:94da27378da0610e341c4d30de29a191672683cc82b8f9556e8f7c7212a020fe \
-    --hash=sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c \
-    --hash=sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca \
-    --hash=sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c \
-    --hash=sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa \
-    --hash=sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc \
-    --hash=sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0 \
-    --hash=sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0 \
-    --hash=sha256:aa00140699487bd435fde4342d85c94cb256b7cd3a5b9c3396c67f19922afda2 \
-    --hash=sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844 \
-    --hash=sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719 \
-    --hash=sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1 \
-    --hash=sha256:b238af795833d5731d049d82bc84b768ae6f8f97f0495963b3ed9935c5901cc3 \
-    --hash=sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178 \
-    --hash=sha256:b6feea921016eb3d4e04d65fc4e9ca402d1a3801f562aef94989f54694917af3 \
-    --hash=sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95 \
-    --hash=sha256:b821a1f7dedf7e37450654e620038ac3b2e81e8fa6ea269337e97101978ec730 \
-    --hash=sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842 \
-    --hash=sha256:bb33777ea21e8b7ecde0e6fc84f598be0a1192eab1a63bc746d75aa75d38e7bd \
-    --hash=sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d \
-    --hash=sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96 \
-    --hash=sha256:bedb0cd073cc2dc035e30aeb99444389d3cd2113afe4ef9fcd23d439f5bade85 \
-    --hash=sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1 \
-    --hash=sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199 \
-    --hash=sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a \
-    --hash=sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588 \
-    --hash=sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec \
-    --hash=sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004 \
-    --hash=sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480 \
-    --hash=sha256:d3b1a184a9a8f548a6b73f1e26b96b052193e4b3175ed7342aaf1151a1f00a04 \
-    --hash=sha256:d44ec478e713ee7f29b439f7eb8dc2b9d4079e11ae114d2c2ac3d5daf30516c8 \
-    --hash=sha256:d9d4e294455b23a68c9b8f042d0e8e377a265bcb15332753695f6e5b6819e0ce \
-    --hash=sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087 \
-    --hash=sha256:e4e5e0ae56914ecdbf446493addefc0159053dd53962cef37d7839f37f73d505 \
-    --hash=sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780 \
-    --hash=sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4 \
-    --hash=sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d \
-    --hash=sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca \
-    --hash=sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665 \
-    --hash=sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296 \
-    --hash=sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c \
-    --hash=sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a \
-    --hash=sha256:f7a16ef45b081454ef844502d87a848876c490c4cb5c650c230f6ec79ed2c1e7 \
-    --hash=sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451 \
-    --hash=sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3
+aiohttp==3.14.3 \
+    --hash=sha256:03cd2bde3d7f085b64e549c985f4bb928cad7e8ecf5323bfca320db548d81b39 \
+    --hash=sha256:041badb8f84396357c4d3ad26de6afd7a32b112f43d3c63045c0c8278cfd2043 \
+    --hash=sha256:0a5ff2dfbb9ce645fa5b8ef3e02c6c0b9cc3f6030ff863d0c51fffc50cb5541b \
+    --hash=sha256:0fdea2281997af69da84c77ffa6f5938a0285f21fb3887c249d67419ca865b3d \
+    --hash=sha256:11fb37ef075669eee52ab1928fbf6e1741fada40409fa309ebde9607a962aebf \
+    --hash=sha256:134ac5ddcf61c6fad984b9a5727d83492ada43d63471db20fb73042c13fca62f \
+    --hash=sha256:152516815ef926786a0b6ae2b8f1fd2e0c71582dee0b435636865316fd4891b7 \
+    --hash=sha256:1576145bdceeb92382d899751e12743a3a5b8e460a841e3e50543859e54864dc \
+    --hash=sha256:16100ad3ab8d649fdfbee87602d9d2dcdca9df0b9eda8a1b5fdc0d41f96da559 \
+    --hash=sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f \
+    --hash=sha256:18c441d0a8fca6de8d1f546849b9f0ab20d435993e2c5b59562b2fae6be2f929 \
+    --hash=sha256:18cb43369747b2ae007bd2655fb8e63a099c2ff1d207962943636dac989b3147 \
+    --hash=sha256:1b59533861b70a2185c8f4f350f791f39d64358ef6944ce71c5240c9ec0982c9 \
+    --hash=sha256:1c5281acc88b92396f88c7e1e2748f8466689df22b80170e4f51efa712fb47a8 \
+    --hash=sha256:1c5ec8fb1bcc31a8466f74aaf26c345d5c386fa4bd08a3f0eb9c7a4a3fe8b5bf \
+    --hash=sha256:1caa7b0d05f3e3a36f87788c59e970a7ee1cefcfcbb924a9f138c4a6551c9cb7 \
+    --hash=sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8 \
+    --hash=sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85 \
+    --hash=sha256:25bd2708db6bdf6a6630dd37bdcdfcb47c4434d22ac69c64665b802910140b30 \
+    --hash=sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553 \
+    --hash=sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7 \
+    --hash=sha256:2e9878ae68e4a5f1c0abe4dd497dbc3d51946f5837b56759e2a02e78fa90ef86 \
+    --hash=sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e \
+    --hash=sha256:33a2d7c28d33797a2e99923dffa63f83d908a19b6bf26cfe80fa790aa5e1a75a \
+    --hash=sha256:362a3fd481769cac1a824514bcd86fda51c65e8fe6e051099e008fddde6db17c \
+    --hash=sha256:38901a84da3ce22249f6e860bf8f90d141bcab7da090cc398f8bb58c0e44b7da \
+    --hash=sha256:39aded8c7f3b935b54aab1d8d73c70ec0ee2d3ec3b943e0e86611bc150ba47f5 \
+    --hash=sha256:3a26434dafe408229ff3403458ca58de24fb51936504decac49ce6755f77e59d \
+    --hash=sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100 \
+    --hash=sha256:3d4f72af88ac2474bb5bca640030320e3d38a0163a1d7533500e87be458eef71 \
+    --hash=sha256:3f42e9b78301f11c8f861746175d8b9c1ccef713fcad9eab396e2f6db8ed4a22 \
+    --hash=sha256:42a67efc36300d052fb4508a53e8b6901b9284b599ae63945c377569c5fcc1e1 \
+    --hash=sha256:48d67b87db6279c044760787eb01f6413032c2e6f3ba1cafaa492b1c8e578479 \
+    --hash=sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb \
+    --hash=sha256:49f7325beb0f85ef4aef5f48f490269575f83e6e2acad00a1d80b807eb027062 \
+    --hash=sha256:4e3ac92d90e92773b2362d506068e9a948192bd553e743c5b2429e28527c8661 \
+    --hash=sha256:530125ee1163c4219af35dc3aa1206e541e7b31b6efc1a3f93b70a136f65d427 \
+    --hash=sha256:5373dc80ad1aa2fb9ad95c83f24eef418bbda3a61375f128e5b0192e4f3f9b32 \
+    --hash=sha256:53e5179d8abb5710f8e83ba207c41c8d1261fcffd4616500e15ca2b7a33be10a \
+    --hash=sha256:53e7b4ce82b54a8bcc71b3b67a5cbd177ca1d7f592cbc92cd38b7349f73482db \
+    --hash=sha256:543906c127fb1d929b95076db19b83fa2d46751006ff1e23b093aa5ac4d8db42 \
+    --hash=sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a \
+    --hash=sha256:55bdcc472aafe2de4a253045cc128007a64f1e0264fb675791e132ea5edaa3bd \
+    --hash=sha256:56f355e79f71aef2a85c80305cc915f894b170dba76de5fe84f6351939b83c06 \
+    --hash=sha256:5895ef58c4620afe02fa16044f023dc4dafec08158f9d08874a46a7dbc0341b8 \
+    --hash=sha256:5bcb6ff3fdab1258a192679ff1a05d44f59626430aa05cd1a9d2447423599228 \
+    --hash=sha256:5f08ec777f35ee70720233b8b9811d3bb5d728137f30ac91b7457709c3261ac0 \
+    --hash=sha256:614c61d478b83953e261d02bb2df750f17227cd33ef8002945bf5aebbde21919 \
+    --hash=sha256:617105e2c3018ee38d0c8ce5ee3c84f621a6d8b9f723202aacaff28449ca91ee \
+    --hash=sha256:6debfa7312ff9d4c124dc71d72e9a0a4b9e0879e48ba6fcb42bef5c3300289e2 \
+    --hash=sha256:7041d52c3a7fa20c9e8c182b534704abb19502c8bdcbde7ab23bfda6f642394f \
+    --hash=sha256:70c987b27534f9ae1a723f47ae921571d616da21d3208282bf4c52af5164ac43 \
+    --hash=sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098 \
+    --hash=sha256:78253b573e6ffab5028924fc98bc281aae05445969982a10864bc360dea2016c \
+    --hash=sha256:7a75aa63cbf9b21cfaf60dc2657e19df2c2867d91707d653fee171ffeedd1371 \
+    --hash=sha256:8800c996b01c2772a783e3e46f3e1abd5823029adca0df54231960de9bfefa5b \
+    --hash=sha256:89176250f686cb9853c0fb7ead90e639e915b84a6f43eedc2a4e7ec21f1037f0 \
+    --hash=sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100 \
+    --hash=sha256:8f2f1c4c032c7cedd7d8da6f54c97b70266c6570c3108d3fdffee7188bb70529 \
+    --hash=sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc \
+    --hash=sha256:9aa6e61fdf20105c4144e755bd586008ff450791d67b1c8146fdc15959c4d51c \
+    --hash=sha256:9d9edccfe496b476db5f398d97b865e9a6752bcf8aec4eef8390ce20fb64bb41 \
+    --hash=sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716 \
+    --hash=sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33 \
+    --hash=sha256:a3a8296e7ab5c295f53f1041487cb088e1480775aafbf7fe545d93b770a0f96f \
+    --hash=sha256:a3e22975f905b89a55a488c2a08f2fdb2186175349e917d48985cc468a3d4c6e \
+    --hash=sha256:a4af35c443e0b1a1bd6a8af3f3485d7fda15c142751a00f3ff8090f0b93346fa \
+    --hash=sha256:a94dbaae5ae27bd849c93570669bff91e0510f33a80805738e3de72a7be0447b \
+    --hash=sha256:ac74facc01463f138b0da5580329cfcc82818dea5656e83ddcd11268fc12ff80 \
+    --hash=sha256:ad4c8b7488d745d2ca4838ebd8ae5ba9b56341d30b1da43640e4ce87f9f49646 \
+    --hash=sha256:b014a6ed7cf912e787149fdc529166d3ceabac23f26efeea3158c9aba2354e7e \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b \
+    --hash=sha256:b2466434105a4e03113c36ec775cc2ebe6676b62eae326fa670bb607ef788c1c \
+    --hash=sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963 \
+    --hash=sha256:ba59d59aba08ac02fc03b0c8983ccd5ee39a199d0552ce9e6d2b4845b34d59ae \
+    --hash=sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25 \
+    --hash=sha256:bdd0e2834dce1a26c1bbe26464861e16bbe217042cbff619247c11594472518c \
+    --hash=sha256:c23ec8ee9d5ab2f5421f9c7fffce208435607af27fd46d4a44e031954352838f \
+    --hash=sha256:c39846c3aad97a8530c89d7a3869a8f8e9e3762c6ac0504481e5c80948f7e807 \
+    --hash=sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a \
+    --hash=sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f \
+    --hash=sha256:c8653fd547c93a61aadc612007790f5555cdd18946fa48cf45e26d8ea4ea473d \
+    --hash=sha256:cc7cb243a68167172f48c1fd43cee91ec4b1d40cefd190edd43369d1a6bc9c82 \
+    --hash=sha256:ccd4893707b3e2a13e39c90d43cf80edf2e4d0457935bcc103bf2346214c3f15 \
+    --hash=sha256:cd817772b2fcf2b8c0905795318485f9ec16eae60b29feb7f4c77085311637f0 \
+    --hash=sha256:cda5fd5c95ad7a125a2e8464acc78b98b94c475a3780d6aa0aa157c93f470f4d \
+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -139,21 +139,22 @@ aiosignal==1.4.0 \
     --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \
     --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7
     # via aiohttp
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -162,40 +163,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 async-timeout==5.0.1 \
     --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
@@ -213,261 +215,241 @@ attrs==26.1.0 \
     #   aiohttp
     #   jsonschema
     #   referencing
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -532,13 +514,13 @@ cryptography==49.0.0 \
     #   pyjwt
     #   pyopenssl
     #   snowflake-connector-python
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -546,42 +528,42 @@ dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
     --hash=sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c
     # via feast (pyproject.toml)
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -600,9 +582,9 @@ faiss-cpu==1.14.3 \
     --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
     --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
     # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -610,9 +592,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 frozenlist==1.8.0 \
     --hash=sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686 \
@@ -748,15 +730,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -766,9 +748,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -786,9 +768,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -796,9 +778,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -808,9 +790,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -872,58 +854,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -938,17 +920,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -961,6 +943,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -1080,6 +1063,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1135,12 +1122,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1152,6 +1137,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1178,101 +1164,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1373,17 +1361,19 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 mmh3==5.2.1 \
     --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \
@@ -1645,51 +1635,52 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1781,6 +1772,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -1950,9 +1945,9 @@ pathspec==1.1.1 \
     --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
     # via mypy
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 prometheus-client==0.24.1 \
     --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
@@ -2083,25 +2078,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2151,57 +2144,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2215,9 +2201,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2235,6 +2221,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2361,9 +2348,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2381,8 +2366,9 @@ pyjwt[crypto]==2.13.0 \
     #   feast (pyproject.toml)
     #   mcp
     #   snowflake-connector-python
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -2391,9 +2377,7 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+    # via snowflake-connector-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
@@ -2415,9 +2399,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2536,143 +2520,129 @@ rich==15.0.0 \
     #   fastapi-mcp
     #   ibis-framework
     #   typer
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
-    --hash=sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf \
-    --hash=sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2 \
-    --hash=sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f \
-    --hash=sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf \
-    --hash=sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049 \
-    --hash=sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3 \
-    --hash=sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964 \
-    --hash=sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291 \
-    --hash=sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14 \
-    --hash=sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc \
-    --hash=sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47 \
-    --hash=sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5 \
-    --hash=sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d \
-    --hash=sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb \
-    --hash=sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df \
-    --hash=sha256:a05fa4f41f37ec97c9c260441a940450a192f78d774d2b097eee1379f1e1246a \
-    --hash=sha256:a2999883eedf72fdfb7520b92c7d4ec2572a71ff40239377aa604cc529eecafc \
-    --hash=sha256:aad1bff7f666b9598e573815affd666aac6a13a585dde336f843e33350c7fadc \
-    --hash=sha256:abe76bcdba31e576cb83eeb8797aa0d882b738fef6dc65d0601fc753806a5b46 \
-    --hash=sha256:ad3773236e95f7f33991eb125224b7da66f206504d032a253a02da7e134519fb \
-    --hash=sha256:af03e34e860047bc7a352b842856fcf78798fbb81132cc98bd2f907ab4eb9cd2 \
-    --hash=sha256:b1b964e3ab599e718dc46c018d104b1ebc007cbc6567d827c94a687fca56d77e \
-    --hash=sha256:b1be5c35683684d5331b93600c210e8367c254683d8a6df6bd21bd2da3a334fb \
-    --hash=sha256:b317c87a13f769a4e787819bd508aaa5d69aa09b0880de9af6d3a8a54571cdec \
-    --hash=sha256:b3cc20c0d800af78fd0fac68086e28c1856cec51ea528bb81ea851aa40d39325 \
-    --hash=sha256:b4e4bc98639ec915f512fde3aa7a95e0041d95d9c3cc86eea841fa63cb1e8600 \
-    --hash=sha256:b5c30f3f04eef4fbd362226a6f31d7c8895ca4fbb6e0b790f6890a98d8da8559 \
-    --hash=sha256:b5f077b44a4f7808520f66dae234988d867deb9aed9be5da057ce9ba831b2a41 \
-    --hash=sha256:b6825cc329b290e93c5f6a9be2393118a763f6ccf6abd83704e0c102ca583644 \
-    --hash=sha256:b8d2f912928d426e8cfa396f7f3f8d29a59e6689c86dcca3c420730c1096322b \
-    --hash=sha256:b95d5e11fc712b752081183a55a244c03cd00570489edd7014d8899f8ceb8162 \
-    --hash=sha256:b9a6528956191c48c52294a592dbd4a8386d7048bdb25c0efcb6b966466c6d83 \
-    --hash=sha256:ba05adbf15d994c38ec0b7ab32e858e5110c21e9009a00a86545fd220f84e038 \
-    --hash=sha256:c0f920015df2a504bebaba6d4c31ccf3fcf942f92655c086da30b671aad19aa6 \
-    --hash=sha256:c396c1304de421050b3681ea70f371874b54d41b0151e96109758144c231e30b \
-    --hash=sha256:c39f5b67a8a2e67179ada2a954227d670fe65fa9098457f698f56ddf248709b3 \
-    --hash=sha256:c3df104083952a0e0c6f10de33e440eabe98fb6317d23e1a58c68f6df08d01b9 \
-    --hash=sha256:c74005a7bb87752acf351c93897ec63ad77a07a0da7ecad9c050e32e7286ba34 \
-    --hash=sha256:c93c629be4636cf54337bd5f06c104d55e42ced54d681f6fe21ae510a65116f6 \
-    --hash=sha256:ca653c6546386227cd9800d1bef6a348099acf8db4250341da6d90f663d6dfcb \
-    --hash=sha256:cacedb7a6e167680acba45ad5716e89067d225dc80da0d7040cae8c81d4572fa \
-    --hash=sha256:cc68e231a77a5f0d774ae278a1f8e55c0456501820847c1e4efb3829f3441df6 \
-    --hash=sha256:ce87129d9f2c14fa6c4a8601fb80eb4488c80d38a20cd13758ef11123e14995d \
-    --hash=sha256:cea68bcd53467561ae2f96a6bdad1544299ba97b5b0ddcd5ac3d376e5c781c24 \
-    --hash=sha256:cef8ac28d26f4dda3533060c20fbf80a325458fa9fd23ea72a73cdfa8e978838 \
-    --hash=sha256:d0efbe45632665e53e3db8fe1e5692db58fc5cb9bab4459d570b83efefe11164 \
-    --hash=sha256:d3858b908218ee108d0bbfb2095ccc237648053c9bf98affad7cb079acaf1d97 \
-    --hash=sha256:de42116e69cb53b911cc34aee5ab98f36c597b822545045d49e938818b99e5e4 \
-    --hash=sha256:df1d2a1996755b24b9ecee92cb4d36c28f86f464a6a173349c26bab41e94b8c2 \
-    --hash=sha256:e07be2a9d7122bd6e82dea89814ef8dc893feb1aae97fec1630f3263bbb30e55 \
-    --hash=sha256:e0b360f316d966b048b085857630b3cc51f3db2f07b06f440eac8f695374d1e3 \
-    --hash=sha256:e10464d17df3b582745c25cec695cb9558bca2cb6ddb631aee1787fc72c767b2 \
-    --hash=sha256:e3a8ae58895ac107ed934a6bf51e5846f95c53b9b940c2c6d310838fd5846358 \
-    --hash=sha256:e4abbf391a70be864920858bf360f4fb380577c9a0f732438a1996726e2c195b \
-    --hash=sha256:eaaea962c68cdc68d4a533ba985ab8e9484277910bbfaa2ab3ef7732667bfed8 \
-    --hash=sha256:ed0954b524873214369184a9c82b0eaa45a3fbb9a798cd95b17e0d98499e7ea0 \
-    --hash=sha256:edf2765d84e42447f112ad877af8fe1db0089aaec5b28e88d6eab45e7fe99cea \
-    --hash=sha256:ef1013a8625c74043210190b246f5b1551e09757c1f356c6e4160ef96c5bc081 \
-    --hash=sha256:efef4ac29c6ff495531eb17ee705b62841ecaa291b7c7077e848ea03e237164d \
-    --hash=sha256:f3a5b10e8ce894825f380a8f1b6444cf73c294dfea62afbb2d13e3a9e630cec1 \
-    --hash=sha256:f3df3d16ded76f1f8c9cdebd0e1ea55fdf4c23b812de189814da7cf229c22a81 \
-    --hash=sha256:f414556f6e3958300ff941e40c9f97e3dc9774ddd1b3434c475d73dd354bbed3 \
-    --hash=sha256:fc09f82e63d4bcd58149572f857a431bae851dc747e313c3b5bdf7abb907fda8 \
-    --hash=sha256:fc0c0f878ea770a0a8a462456c5ad36fc9fe6358e6b76fdadc7f17575e0b8bf1 \
-    --hash=sha256:fe71bca7d547acb17027c7fd1624ff8aae623499c498d3e7011182c4de5c25e0 \
-    --hash=sha256:fea6e836d10abbe191d557d33bd58bd5987725fe63aa1eefe557d230209855bd
+rpds-py==2026.6.3 \
+    --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5 \
+    --hash=sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680 \
+    --hash=sha256:127e08c0642d880cf32ca47ec2a4a77b901f7e2dd1ad9762adb13955d72ffcc9 \
+    --hash=sha256:166cf54d9f44fc6ceb53c7860258dde44a81406646de79f8ed3234fca3b6e538 \
+    --hash=sha256:168c733a7112e071bb7a66460e667edfcff06c017a3c523f7a8a8e08d0140804 \
+    --hash=sha256:1967debc37f64f2c4dc90a7f563aec558b471966e12adcac4e1c4240496b6ebf \
+    --hash=sha256:1cebd1337c242e4ec2293e541f712b2da849b29f48f0c293684b71c0632625d4 \
+    --hash=sha256:1cf01971c4f2c5553b772a542e4aaf191789cd331bc2cd4ff0e6e65ba49e1e97 \
+    --hash=sha256:1e5822dfc2f0d4ab7e745eaa6d85945069329beeccef965af3f3bb26058fcab6 \
+    --hash=sha256:22bffe6042b9bcb0822bcd1955ec00e245daf17b4344e4ed8e9551b976b63e96 \
+    --hash=sha256:23a439f31ccbeff1574e24889128821d1f7917470e830cf6544dced1c662262a \
+    --hash=sha256:24e9c5386e16669b674a69c156c8eeefcb578f3b3397b713b08e6d60f3c7b187 \
+    --hash=sha256:270b293dae9058fc9fcedab50f13cebf46fb8ed1d1d54e0521a9da5d6b211975 \
+    --hash=sha256:29dfa0533a5d4c94d4dfa1b694fcb56c9c63aad8330ffdd816fd225d0a7a162f \
+    --hash=sha256:2a9c6f195058cb45335e8cc3802745c603d716eb96bc9625950c1aac71c0c703 \
+    --hash=sha256:2bfd04c19ddbd6640de0b51894d764bd2758854d5b75bd102d2ef10cb9c293a9 \
+    --hash=sha256:2c54a076ca4d370980ab57bc0e31df57bbe8d41340436a90ef8b1219a3cbb127 \
+    --hash=sha256:2c958bf94822e9290a40aaf2a822d4bc5c88099093e3948ad6c571eca9272e5f \
+    --hash=sha256:2c99f7e8ccb3dd6e3e4bfeac657a7b208c9bac8075f4b078c02d7404c34107fa \
+    --hash=sha256:2f7c26fbc5acd2522b95d4177fe4710ffd8e9b20529e703ffbf8db4d93903f05 \
+    --hash=sha256:30c6dc199b24a5e3e81d50da0f00858c5bbdb2617a750395687f4339c5818171 \
+    --hash=sha256:38a2fea2787428f811719ceb9114cb78964a3138838320c29ac39526c79c16ba \
+    --hash=sha256:3a83ae6c67b7676b9878378547ca8e93ed77a580037bcbcd1d32f739e1e6089c \
+    --hash=sha256:3cfe765c1da0072636ca06628261e0ea05688e160d5c8a03e0217c3854037223 \
+    --hash=sha256:421aba32367055614287a4292b6a17f1939c9452299f7a0209c117e990b646d4 \
+    --hash=sha256:425560c6fa0415f27261727bb20bd097568485e5eb0c121f1949417d1c516885 \
+    --hash=sha256:4470ce197d4090875cf6affbf1f853338387428df97c4fb7b7106317b8214698 \
+    --hash=sha256:4cf2d36a2357e4d07bb5a4f98801265327b48256867816cfd2ceb001e9754a8f \
+    --hash=sha256:4f4bca01b63096f606e095734dd56e74e175f94cfbf24ff3d63281cec61f7bb7 \
+    --hash=sha256:501f9f04a588d6a09179368c57071301445191767c64e4b52a6aa9871f1ef5ed \
+    --hash=sha256:536bceea4fa4acf7e1c61da2b5786304367c816c8895be71b8f537c480b0ea1f \
+    --hash=sha256:538949e262e46caa31ac01bdb3c1e8f642622922cacbabbae6a8445d9dc33eaf \
+    --hash=sha256:539d75de9e0d536c84ff18dfeb805398e58227001ce09231a26a08b9aed1ee0e \
+    --hash=sha256:54f45a148e28767bf343d33a684693c70e451c6f4c0e9904709a723fafbdfc1f \
+    --hash=sha256:55927d532399c2c646100ff7feb48eaa940ad70f42cd68e1328f3ded9f81ca24 \
+    --hash=sha256:58eadac9cd119677b60e1cf8ac4052f35949d71b8a9e5556efccbe82533cf22a \
+    --hash=sha256:5e8d07bddee435a2ff6f1920e18feff28d0bc4533e42f4bf6927fbd073312c41 \
+    --hash=sha256:62698275682bf121181861295c9181e789030a2d516071f5b8f3c23c170cd0fc \
+    --hash=sha256:639c8929aa0afe81be836b04de888460d6bed38b9c54cfc18da8f6bfabf5af5d \
+    --hash=sha256:67e3a721ffc5d8d2210d3671872298c4a84e4b8035cfe42ffd7cde35d772b146 \
+    --hash=sha256:6de4744d05bd1aa1be4ed7ea1189e3979196808008113bbbf899a460966b925e \
+    --hash=sha256:6e84adbcf4bf841aed8116a8264b9f50b4cb3e7bd89b516122e616ac56ca269e \
+    --hash=sha256:7491ee23305ac3eb59e492b6945881f5cd77a6f731061a3f25b77fd40f9e99a4 \
+    --hash=sha256:79486287de1730dbaff3dbd124d0ca4d2ef7f9d29bf2544f1f93c09b5bcbbd12 \
+    --hash=sha256:7b689145a1485c335569bd056464f3243a29af7ed3871c7be31ad624ba239bc7 \
+    --hash=sha256:7f88d653e7b3b779d71ae7454e20dcc9b6bae903f33c269db9f2be41bda3f261 \
+    --hash=sha256:8020133a74bd81b4572dd8e4be028a6b1ebcd70e6726edc3918008c08bee6ee6 \
+    --hash=sha256:808345f53cb952433ca2816f1604ff3515608a81784954f38d4452acfe8e61d5 \
+    --hash=sha256:83e35b57523816c8613fd0776b40cd8bb9f596b37ddd2692eb4a6bb5ab2f8c93 \
+    --hash=sha256:842e7b070435622248c7a2c44ae53fa1440e073cc3023bc919fed570884097a7 \
+    --hash=sha256:847927daf4cffbd4e90e42bc890069897101edd015f956cb8721b3473372edda \
+    --hash=sha256:882076c00c0a608b131187055ddc5ae29f2e7eaf870d6168980420d58528a5c8 \
+    --hash=sha256:8b95977e7211527ab0ba576e286d023389fbeeb32a6b7b771665d333c60e5342 \
+    --hash=sha256:8bb68f03f395eb793220b45c097bd4d8c32944393da0fad8b999efac0868fc8c \
+    --hash=sha256:8c2642a7603ec0b16ed77da4555db3b4b472341904873788327c0b0d7b95f1bb \
+    --hash=sha256:8c3d1e9c15b9d51ca0391e13da1a25a0a4df3c58a37c9dc368e0736cf7f69df0 \
+    --hash=sha256:8c6e5a2f750cc71c3e3b11d71661f21d6f9bc6cebc6564b1466417a1ec03ec77 \
+    --hash=sha256:8d2294a31386bfa251d8c8a39472beee17db67d4f1a6eabea665d35c9a4461c3 \
+    --hash=sha256:8e4320744c1ffdd95a603def63344bfab2d33edeab301c5007e7de9f9f5b3885 \
+    --hash=sha256:8e65860d238379ed982fd9ba690579b5e95af2f4840f99c772816dbe573cb826 \
+    --hash=sha256:8f2e5c5ee828d42cb11760761c0af6507927bec42d0ad5458f97c9203b054617 \
+    --hash=sha256:900a67df3fd1660b035a4761c4ce73c382ea6b35f90f9863c36c6fd8bf8b09bb \
+    --hash=sha256:913ca42ccad3f8cc6e292b587ae8ae49c8c823e5dce51a736252fc7c7cdfa577 \
+    --hash=sha256:9250a9a0a6fd4648b3f868da8d91a4c52b5811a62df58e753d50ae4454a36f80 \
+    --hash=sha256:931908d9fc855d8f74783377822be318edb6dcb19e47169dc038f9a1bf60b06e \
+    --hash=sha256:9826217f048f620d9a712672818bf231442c1b35d96b227a07eabd11b4bb6945 \
+    --hash=sha256:9891e594296ab9dada6551c8e7b387b2721f27a67eecd528412e8906247a7b90 \
+    --hash=sha256:9c1255b302953c86a486b81d330d5ee1d5bd937691ce271b6be0ef0e299eaab7 \
+    --hash=sha256:a0811d33247c3d6128a3001d763f2aa056bb3425204335400ac54f89eec3a0d0 \
+    --hash=sha256:a136d453475ac0fcbda502ef1e6504bd28d6d904700915d278deeab0d00fe140 \
+    --hash=sha256:a214c993455f99a89aaeadc9b21241900037adc9d97203e374d75513c5911822 \
+    --hash=sha256:a3086b538543802f84c843911242db20447de00d8752dd0efc936dbcf02218ba \
+    --hash=sha256:a3450b693fde92133e9f51060568a4c31fcca76d5e53bbd611e689ca446517e9 \
+    --hash=sha256:a550fb4950a06dde3beb4721f5ad4b25bf4513784665b0a8522c792e2bd822a4 \
+    --hash=sha256:a9f4645593036b81bbdb36b9c8e0ea0d1c3fee968c4d59db0344c14087ef143a \
+    --hash=sha256:aca6c1ef08a82bfe327cc156da694660f599923e2e6665b6d81c9c2d0ac9ffc8 \
+    --hash=sha256:acac386b453c2516111b50985d60ce46e7fadb5ea71ae7b25f4c946935bf27cf \
+    --hash=sha256:acc992ab27b15f852c76755eb2ab7dce86585ddadba6fa5946e58556088845b4 \
+    --hash=sha256:ae3d4fe8c0b9213624fdce7279d70e3b148b682ca20719ebd193a23ebfa47324 \
+    --hash=sha256:ae50181a047c871561212bb97f7932a2d45fb53e947bd9b57ebad85b529cbc53 \
+    --hash=sha256:ae6dd8f10bd17aad820876d24caec9efdafd80a318d16c0a48edb5e136902c6b \
+    --hash=sha256:af05d726809bff6b141be124d4c7ce998f9c9c7f30edb1f46c07aa103d540b41 \
+    --hash=sha256:afd70d95892096cdb26f15a00c45907b17817577aa8d1c76b2dcc2788391f9e9 \
+    --hash=sha256:b5c2dc92304aa48a4a60443b548bb12f12e119d4b72f314015e67b9e1be97fca \
+    --hash=sha256:bc0011654b91cc4fb2ae701bec0a0ba1e552c0714247fa7af6c59e0ccfa3a4e1 \
+    --hash=sha256:bcfbcf66006befb9fd2aeaa9e01feaf881b4dc330a02ba07d2322b1c11be7b5d \
+    --hash=sha256:bdbd97738551fca3917c1bd7188bec1920bb520104f28e7e1007f9ceb17b7690 \
+    --hash=sha256:c60924535c75f1566b6eb75b5c31a48a43fef04fa2d0d201acbad8a9969c6107 \
+    --hash=sha256:c7b9a2f8f4d8e90af72571d3d495deebdd7e3c75451f5b41719aee166e940fc2 \
+    --hash=sha256:ca6546b66be9dc4738b1b043d5ebd5488c66c578c5ff0fd0e8065313fe3afb76 \
+    --hash=sha256:ccffae9a092a00deb7efd545fe5e2c33c33b88e7c054337e9a74c179347d0b7d \
+    --hash=sha256:cdc7e35386f3847df728fbcb5e887e2d79c19e2fa1eba9e51b6621d23e3243af \
+    --hash=sha256:d15fde0e6fb0d88a60d221204873743e5d9f0b7d29165e62cd86d0413ad74ba6 \
+    --hash=sha256:d34c20167764fbcf927194d532dd7e0c56772f0a5f943fa5ef9e9afbba8fb9db \
+    --hash=sha256:d483fe17f01ad64b7bf7cc38fcefff1ca9fb83f8c2b2542b68f97ffe0611b369 \
+    --hash=sha256:d7469697dce35be237db177d42e2a2ee26e6dcc5fc052078a6fefabd288c6edd \
+    --hash=sha256:db08f45aecde626498fb3df07bcf6d2ec040af42e859a4f5040d79c200342911 \
+    --hash=sha256:dc319e5a1de4b6913aac94bf6a2f9e847371e0a140a43dd4991db1a09bc2d504 \
+    --hash=sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a \
+    --hash=sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9 \
+    --hash=sha256:e059c5dde6452b44424bd1834557556c226b57781dee1227af23518459722b13 \
+    --hash=sha256:e4316bf32babbed84e691e352faf967ce2f0f024174a8643c37c94a1080374fc \
+    --hash=sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278 \
+    --hash=sha256:e55d236be29255554da47abe5c577637db7c24a02b8b46f0ca9524c855801868 \
+    --hash=sha256:ea7bb13b7c9a29791f87a0387ba7d3ad3a6d783d827e4d3f27b40a0ff44495e2 \
+    --hash=sha256:ea964164cc9afa72d4d9b23cc28dafae93693c0a53e0b42acbff15b22c3f9ddd \
+    --hash=sha256:ec829541c45bca16e61c7ae50c20501f213605beb75d1aba91a6ee37fbbb56a4 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:ed0c1e5d10cdc7135537988c74a0188da68e2f3c30813ba3744ab1e42e0480f9 \
+    --hash=sha256:f0840b5b17057f7fd918b76183a4b5a0635f43e14eb2ce60dce1d4ee4707ea00 \
+    --hash=sha256:f4d78253f6996be4901669ad25319f842f740eccf4d58e3c7f3dd39e6dde1d8f \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e \
+    --hash=sha256:f826877d462181e5eb1c26a0026b8d0cab05d99844ecb6d8bf3627a2ca0c0442 \
+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2681,7 +2651,6 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
     --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
@@ -2692,33 +2661,33 @@ six==1.17.0 \
     # via
     #   kubernetes
     #   python-dateutil
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -2784,13 +2753,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -2861,9 +2830,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -2872,34 +2841,43 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
     #   anyio
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -2919,9 +2897,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -2932,17 +2910,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3108,268 +3086,321 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
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+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
     --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
     # via importlib-metadata
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt b/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt
index 7374cd335c8..5d4cb44ab0e 100644
--- a/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt
+++ b/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt
@@ -4,130 +4,147 @@
 #
 #    pybuild-deps compile --generate-hashes --output-file=sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
 #
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via trove-classifiers
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via cryptography
 coherent-licensed==0.5.2 \
     --hash=sha256:d8071403ce742d3ac3592ddc4fb7057a46caffb415b928b4d52802e5f208416d \
@@ -270,46 +287,46 @@ cython==3.1.1 \
     --hash=sha256:e851ab66a31794e40df1bc6f649cdc56c998c637f5a1b9410c97a90f6b6cb855 \
     --hash=sha256:fd689910002adfac8734f237cdea1573e38345f27ed7fd445482813b65a29457
     # via grpcio
-cython==3.2.5 \
-    --hash=sha256:05c22cd606ac8d14a9cf17e48668bb37734c803978bf4d793c7f11ef54c4451f \
-    --hash=sha256:0a81220817ff954eddf4512a5b82089094a2f523eb1dc4ad555efd6f07b009b4 \
-    --hash=sha256:0bc29c7f870b09efdb1f583fbec9592b33af81a7ce273b89c8f5163d7572d5c1 \
-    --hash=sha256:220e8b160b2a4ddc362ad8a8c2ab885aa7156099702cdc48f6518a5de921b553 \
-    --hash=sha256:224149d18d980e6ea5001b70fc7ce096c1891d59035dfa9cc5ede50f55804913 \
-    --hash=sha256:268aecadcabcdad9f773b8a5694746e0b9ee7894b56b84e2e3a2ccb6c929ea79 \
-    --hash=sha256:29243859d6824e2d33bae92fc83d591c3671b6d9ac1b757fa264b894ae906c2b \
-    --hash=sha256:34d21aeb08477c9173e8be7a566b19e880a7c8109ec6bb47a4b20cb680141114 \
-    --hash=sha256:3795237ab49753647e329181b140c424e8aa97543074f171f8d2c45e5014a06e \
-    --hash=sha256:382122de8d6b6024fc374fabc3a2b14ba5860ed981c25055ed14fe44278b9dc7 \
-    --hash=sha256:3864da4ca2ebe4660d8f672f2143b02840bf3045655222f6090486171c84298f \
-    --hash=sha256:39acb30eba78ba6d995d5cf3d97d57d450663d93aac6f8b93753d2b89d768c60 \
-    --hash=sha256:3dd42e4cf36ad15f265bdfec2337cc00c688c8eb6d374ffd13bb19437c27bba1 \
-    --hash=sha256:3e5e519bad217a0b96fc281666720ed7d339da618acaa012bea712980b8fe6c9 \
-    --hash=sha256:45baf00cb8b222a2ca7e9c48add5dac3ceb6e65be4f591150a6b6767ce1f86b0 \
-    --hash=sha256:4d00e2c976ee96da4deff50506c7882ccebb4a932fc178ef27eb42bfde959839 \
-    --hash=sha256:561613ddd1ee83088eb126e80a5a7d73ee6eb82e0b1aea09afbe170287e5e27f \
-    --hash=sha256:56c97c5e43782ec9d9e66c465e253d2ccde0c578c364c46445efe484965524f0 \
-    --hash=sha256:5887c24ebd19604b7a76d8ea57446cb562a590f7f2557e5954a69aae38b3195e \
-    --hash=sha256:605c447188aecf2941709f53a2ce44862be256e54601c01b38ab710d83db8047 \
-    --hash=sha256:677bb60fd8f5949e26c0a7898983967dbbb65f7628481d8480956b85ca766554 \
-    --hash=sha256:69cd71b90d4e0f142fd15b2353982c3f9171fc5e613001f16bcb366ffb29004b \
-    --hash=sha256:6e5d7a60835345a8bd29d3aa57070880cc3ce017ea0ade7b9f771ce4bf539b1f \
-    --hash=sha256:75f5295dc1b32d084fec598f9507e6f264311d78c07da640bc9a05dc47f7ac2c \
-    --hash=sha256:85b2944c3eddfc230f9082720195a2e9f869908e5a8b3185be1be832755ee7fc \
-    --hash=sha256:8d7b81e6a52a84a02993f01aa5873786ba1dd593c892d93d5fe9866da0bad297 \
-    --hash=sha256:91cb5b9ff599612737b3fd0dddcd401acdf904b78c2caf8cd1049501d0a53f2d \
-    --hash=sha256:992a50e90d01813333752f374a4405863113059ec67102ab8d6a431a171ee328 \
-    --hash=sha256:a3a423468ee77c3c5b26494f57d9c52e9318991fb7142f4c49fb01b99373e8d6 \
-    --hash=sha256:a636c8b7824f3cb587eb2fdde59d8f4a14d433565508081cc290198e37567910 \
-    --hash=sha256:b4bfb00baef07106a1e5e7252ace18de91225322f7fa29970995aea7c380fa21 \
-    --hash=sha256:b8bc1325cf3e4394cc08a3c1ea7fa24f02f405eef0e8c156d5055f6f9a7a1565 \
-    --hash=sha256:c4c79e697db55f082a2d3ba97702e71881d5bb1f56f0a80fa338e69101e4c59b \
-    --hash=sha256:c80e1e5cba5b4b9890364e9360939fc298c474f25754bb4bb861270d24bda6d6 \
-    --hash=sha256:cce98a9011ac6a2560b3587db22912bd0138267669ec567b0d57eddd2d741b8b \
-    --hash=sha256:dc1c8cebb7df5bce37f5f8dc1e5bf04313272a5973d50a55c0ec76c83812911b \
-    --hash=sha256:eb38b89e5a8eb2508a1a0832063826b0703dfb02be84e4aa34b8818ce0ca50fe \
-    --hash=sha256:f4e722ceab6d795b4682d693656218671c873d4aa74119c54a2b62de0e7c48ce \
-    --hash=sha256:f9b564f67b01bffa2521f475794b49f2787709cec1f91d5935a38eba37f2b359
+cython==3.2.9 \
+    --hash=sha256:114b2dee0fa1daa48a59574d848da0ff1b6bdb725a755e9b92fad14962e1ff8d \
+    --hash=sha256:1c2974742433be5c36ae1df1e761ce0063753fc2702316d5a3062b0a4e94a1df \
+    --hash=sha256:23e80bc885c599e72072e18d0746df82d394b73100c1e153cda7359e6e59fe09 \
+    --hash=sha256:2751b7c0cb13135aadcc1cc8fe223be98d458cd1132611d31675e768a5e4a2e9 \
+    --hash=sha256:2b1756ddc3bc0cd4341a515fc420c3e25e13c249f5537159b3fb0bff8d19e55c \
+    --hash=sha256:41637c644d7224d2d3170ee312077c2173693f0d4a0da1c82a0cffa3680a42dc \
+    --hash=sha256:44b7fc417933d65bf31bce00337ff318efa3ea59daed21d10fe842d41e657c08 \
+    --hash=sha256:4b1fd5a9c03f72a18618668a8e90d569442ed742f910e3ad003dcc9348e9598b \
+    --hash=sha256:4b871ad97dd7fb1cbf56f6238c54423febd310afc1d9d9bc70c69c89b7ce57fc \
+    --hash=sha256:522e277c29ebee304e73f3a78307549d09908b0c63098421a12dffc8d779fd74 \
+    --hash=sha256:56d95c0674c25f281c6ae8f1d17bd425d6c2818bb304ff781831bb5d00d04b0b \
+    --hash=sha256:57a6a78d14f7dd7d6062d9bca694e2a8c1c14113b6ceceea076abcd1161fdc5a \
+    --hash=sha256:61d4abbf84f77c8d19361d05d9f51d65d8d95e74f736eae55fa1aed8a1430469 \
+    --hash=sha256:63a42e131112072f912b66734088abc946c6bc42cb7454461a6dfdd2d09d3bae \
+    --hash=sha256:681980fcc82b346ac83bc7d59e68ca1eba74ed9576f5d8584761d0c6c68c45d0 \
+    --hash=sha256:788ea800618d20158166d09f60835aab50922ae1cfe3108c93fa72e173b7002d \
+    --hash=sha256:7c534d782757710e39f3c9582214d7a28a0d68c86e78ee3df1d729cbc270e133 \
+    --hash=sha256:7d41baea51ea00f9237f75af498577827493bca5e9b45bbd4e351543727e589a \
+    --hash=sha256:8c843dd85857cd0d0da055489f448d032866120cfb094ce16205a1ff54d06353 \
+    --hash=sha256:92989da161a7d18a7ad4baebc49289b2b77556d5a94916f90140ba26aecf6892 \
+    --hash=sha256:944dc8747f640b3527649c566a5fc75ee0c15e80642ea2fdae4fe6378e1a9d4a \
+    --hash=sha256:9d3cba9c4770cf76370fead8d2ae71bc474f3ef67ae4119e455d025726bcdc1c \
+    --hash=sha256:a2b0e87f6b80790c929308ca0831d686f7a180feab684fe8cd4a4380bd96aaca \
+    --hash=sha256:a3fc783d12202d1b064b6f125772d85f00e36e62eee6b2e415f56d8fd2d2e7b2 \
+    --hash=sha256:a5cd9c5f138cb052130b40ad3b6976d2180c35348410995812678f4636bd8f94 \
+    --hash=sha256:c6d4a92a87d238231564b5cbf27a8d1e46b7e62040c66b5ff33778a16b22295e \
+    --hash=sha256:cac792b0bde1c86d8f832e513cd061b7e682181cc5a6d843d487e6c8ae9d5fcb \
+    --hash=sha256:ccb0bc6b8437cfcb04459a02bc5ecc58bf161ea11659438945ab5a1392ee39fe \
+    --hash=sha256:d15c4d4ba8a3ad284124384f769465bfba45512aaa4c81caea8a165f79fc042a \
+    --hash=sha256:d249c9022ab13286b17bd66f30609e800c5f95efeecb06168990c7a66cecde6c \
+    --hash=sha256:ddb43637b7749b88644df4319e1c36f767e7fb71a92bb9942558c8de2f1cc5f4 \
+    --hash=sha256:e75ec625d8f8781ced690b7a2f5c2d138067711cf24bb8fb68c872c30c2fefe5 \
+    --hash=sha256:e8ec2d5a7b798c84d6779e7ca5318fd928b8fe9dd021106d714dc2e77cdc7555 \
+    --hash=sha256:e9b6ebc6c74b4318eaa4e51e520dc8b95ebc7b262953c3ecb24131104681f14e \
+    --hash=sha256:e9c39962f749bd40c6e8c5063d498bd3749947888306ffedb99a0cab3a69f995 \
+    --hash=sha256:efd54fe07f808e7e82f6a04f370457ca02e770c948f0e2f83345ccc7ec8bb829 \
+    --hash=sha256:f25b402a6f1eed34af2af57603a9aadcf594dacaced1655e925eb317fba3f337 \
+    --hash=sha256:f2fe4bc1b8fa4130563b94a3614db9ea17e92a455bed00e6a5d03eaff434b33c \
+    --hash=sha256:f815cd3387bd88ca9eeabc357ce4bdf884eef0ab2949db0fbd5e0b69fe5ee422
     # via
     #   pyarrow
     #   uvloop
@@ -350,6 +367,7 @@ flit-core==3.12.0 \
     #   sphinxcontrib-qthelp
     #   sphinxcontrib-serializinghtml
     #   tomli
+    #   truststore
     #   typing-extensions
     #   wheel
 hatch-fancy-pypi-readme==25.1.0 \
@@ -358,7 +376,9 @@ hatch-fancy-pypi-readme==25.1.0 \
     # via
     #   attrs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   jsonschema
     #   pydantic
 hatch-vcs==0.4.0 \
@@ -378,9 +398,9 @@ hatch-vcs==0.5.0 \
     # via
     #   filelock
     #   platformdirs
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   annotated-types
     #   atpublic
@@ -394,12 +414,15 @@ hatchling==1.30.1 \
     #   hatch-fancy-pypi-readme
     #   hatch-vcs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   ibis-framework
     #   jsonschema
     #   jsonschema-specifications
     #   mcp
-    #   milvus-lite
+    #   mcp-types
+    #   opentelemetry-api
     #   platformdirs
     #   pyarrow-hotfix
     #   pydantic
@@ -486,97 +509,99 @@ libcst==1.8.6 \
     --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \
     --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4
     # via pyarrow
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 markupsafe==3.0.3 \
     --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
@@ -840,9 +865,9 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -919,9 +944,9 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via libcst
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via
     #   duckdb
     #   patchelf
@@ -936,22 +961,21 @@ setuptools-git-versioning==3.1.0 \
     --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \
     --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172
     # via toolz
-setuptools-rust==1.12.1 \
-    --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \
-    --hash=sha256:b7ebd6a182e7aefa97a072e880530c9b0ec8fcca8617e0bb8ff299c1a064f693
+setuptools-rust==1.13.0 \
+    --hash=sha256:666439c4d90e968bb625bcf87ec0aa02b4f49e599d2f5dc255c633a04e8eca99 \
+    --hash=sha256:f2afcf4baeee689910ce49cfa8aad4e08cce72f417449bcc32891b8664fdc726
     # via
     #   libcst
     #   maturin
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via
     #   anyio
     #   cachetools
     #   dask
     #   duckdb
     #   hatch-vcs
-    #   httpx-sse
     #   importlib-metadata
     #   libcst
     #   pluggy
@@ -1018,9 +1042,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via uv-dynamic-versioning
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
@@ -1030,23 +1054,27 @@ types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via mypy
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via mypy
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   mypy
     #   setuptools-scm
 uv-dynamic-versioning==0.14.0 \
     --hash=sha256:574fbc07e87ace45c01d55967ad3b864871257b98ff5b8ac87c261227ac8db5b \
     --hash=sha256:e087c346a786e98d41292ac2315180fb700cedfb30565fc973d64ce11a112387
-    # via mcp
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+    # via
+    #   httpcore2
+    #   httpx2
+    #   mcp
+    #   mcp-types
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 versioneer==0.29 \
     --hash=sha256:0f1a137bb5d6811e96a79bb0486798aeae9b9c6efc24b389659cebb0ee396cb9 \
@@ -1064,7 +1092,6 @@ wheel==0.47.0 \
     #   grpcio-health-checking
     #   grpcio-reflection
     #   grpcio-status
-    #   httpx-sse
     #   libcst
     #   meson
     #   mmh3
@@ -1112,7 +1139,6 @@ setuptools==80.10.2 \
     #   grpcio-status
     #   gunicorn
     #   httptools
-    #   httpx-sse
     #   importlib-metadata
     #   libcst
     #   librt
@@ -1160,17 +1186,17 @@ setuptools==80.10.2 \
     #   versioneer
     #   websockets
     #   wrapt
+    #   yarl
     #   zipp
 setuptools==80.3.1 \
     --hash=sha256:31e2c58dbb67c99c289f51c16d899afedae292b978f8051efaf6262d8212f927 \
     --hash=sha256:ea8e00d7992054c4c592aeb892f6ad51fe1b4d90cc6947cc45c45717c40ec537
     # via psycopg-c
-setuptools==82.0.1 \
-    --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \
-    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+setuptools==83.0.0 \
+    --hash=sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
     # via
     #   propcache
     #   python-dateutil
     #   types-pymysql
     #   types-setuptools
-    #   yarl
diff --git a/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
index 2b1b18f5072..c5f6e37e8ab 100644
--- a/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
+++ b/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile -p 3.11 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --generate-hashes --output-file sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+#    uv pip compile -p 3.11 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --no-emit-package faiss-cpu --generate-hashes --output-file sdk/python/requirements/py3.11-minimal-sdist-requirements.txt
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
-    --hash=sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95 \
-    --hash=sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3 \
-    --hash=sha256:6fd35beba67c4183b09375c5fff9accb47524191a244a99f95fd4472f5402c2b \
-    --hash=sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444 \
-    --hash=sha256:73f05ea02013e02512c3bf42714f1208c57168c779cc6fe23516e4543089d0a6 \
-    --hash=sha256:764457a7be60825fb770a644852ff717bcbb5042f189f2bd16df61a81b3f6573 \
-    --hash=sha256:797457503c2d426bee06eef808d07b31ede30b65e054444e7de64cad0061b7af \
-    --hash=sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15 \
-    --hash=sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe \
-    --hash=sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2 \
-    --hash=sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496 \
-    --hash=sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876 \
-    --hash=sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817 \
-    --hash=sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448 \
-    --hash=sha256:8f6bb621e5863cfe8fe5ff5468002d200ec31f30f1280b259dc505b02595099e \
-    --hash=sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6 \
-    --hash=sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd \
-    --hash=sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f \
-    --hash=sha256:94da27378da0610e341c4d30de29a191672683cc82b8f9556e8f7c7212a020fe \
-    --hash=sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c \
-    --hash=sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca \
-    --hash=sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c \
-    --hash=sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa \
-    --hash=sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc \
-    --hash=sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0 \
-    --hash=sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0 \
-    --hash=sha256:aa00140699487bd435fde4342d85c94cb256b7cd3a5b9c3396c67f19922afda2 \
-    --hash=sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844 \
-    --hash=sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719 \
-    --hash=sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1 \
-    --hash=sha256:b238af795833d5731d049d82bc84b768ae6f8f97f0495963b3ed9935c5901cc3 \
-    --hash=sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178 \
-    --hash=sha256:b6feea921016eb3d4e04d65fc4e9ca402d1a3801f562aef94989f54694917af3 \
-    --hash=sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95 \
-    --hash=sha256:b821a1f7dedf7e37450654e620038ac3b2e81e8fa6ea269337e97101978ec730 \
-    --hash=sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842 \
-    --hash=sha256:bb33777ea21e8b7ecde0e6fc84f598be0a1192eab1a63bc746d75aa75d38e7bd \
-    --hash=sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d \
-    --hash=sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96 \
-    --hash=sha256:bedb0cd073cc2dc035e30aeb99444389d3cd2113afe4ef9fcd23d439f5bade85 \
-    --hash=sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1 \
-    --hash=sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199 \
-    --hash=sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a \
-    --hash=sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588 \
-    --hash=sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec \
-    --hash=sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004 \
-    --hash=sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480 \
-    --hash=sha256:d3b1a184a9a8f548a6b73f1e26b96b052193e4b3175ed7342aaf1151a1f00a04 \
-    --hash=sha256:d44ec478e713ee7f29b439f7eb8dc2b9d4079e11ae114d2c2ac3d5daf30516c8 \
-    --hash=sha256:d9d4e294455b23a68c9b8f042d0e8e377a265bcb15332753695f6e5b6819e0ce \
-    --hash=sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087 \
-    --hash=sha256:e4e5e0ae56914ecdbf446493addefc0159053dd53962cef37d7839f37f73d505 \
-    --hash=sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780 \
-    --hash=sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4 \
-    --hash=sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d \
-    --hash=sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca \
-    --hash=sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665 \
-    --hash=sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296 \
-    --hash=sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c \
-    --hash=sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a \
-    --hash=sha256:f7a16ef45b081454ef844502d87a848876c490c4cb5c650c230f6ec79ed2c1e7 \
-    --hash=sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451 \
-    --hash=sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3
+aiohttp==3.14.3 \
+    --hash=sha256:03cd2bde3d7f085b64e549c985f4bb928cad7e8ecf5323bfca320db548d81b39 \
+    --hash=sha256:041badb8f84396357c4d3ad26de6afd7a32b112f43d3c63045c0c8278cfd2043 \
+    --hash=sha256:0a5ff2dfbb9ce645fa5b8ef3e02c6c0b9cc3f6030ff863d0c51fffc50cb5541b \
+    --hash=sha256:0fdea2281997af69da84c77ffa6f5938a0285f21fb3887c249d67419ca865b3d \
+    --hash=sha256:11fb37ef075669eee52ab1928fbf6e1741fada40409fa309ebde9607a962aebf \
+    --hash=sha256:134ac5ddcf61c6fad984b9a5727d83492ada43d63471db20fb73042c13fca62f \
+    --hash=sha256:152516815ef926786a0b6ae2b8f1fd2e0c71582dee0b435636865316fd4891b7 \
+    --hash=sha256:1576145bdceeb92382d899751e12743a3a5b8e460a841e3e50543859e54864dc \
+    --hash=sha256:16100ad3ab8d649fdfbee87602d9d2dcdca9df0b9eda8a1b5fdc0d41f96da559 \
+    --hash=sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f \
+    --hash=sha256:18c441d0a8fca6de8d1f546849b9f0ab20d435993e2c5b59562b2fae6be2f929 \
+    --hash=sha256:18cb43369747b2ae007bd2655fb8e63a099c2ff1d207962943636dac989b3147 \
+    --hash=sha256:1b59533861b70a2185c8f4f350f791f39d64358ef6944ce71c5240c9ec0982c9 \
+    --hash=sha256:1c5281acc88b92396f88c7e1e2748f8466689df22b80170e4f51efa712fb47a8 \
+    --hash=sha256:1c5ec8fb1bcc31a8466f74aaf26c345d5c386fa4bd08a3f0eb9c7a4a3fe8b5bf \
+    --hash=sha256:1caa7b0d05f3e3a36f87788c59e970a7ee1cefcfcbb924a9f138c4a6551c9cb7 \
+    --hash=sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8 \
+    --hash=sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85 \
+    --hash=sha256:25bd2708db6bdf6a6630dd37bdcdfcb47c4434d22ac69c64665b802910140b30 \
+    --hash=sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553 \
+    --hash=sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7 \
+    --hash=sha256:2e9878ae68e4a5f1c0abe4dd497dbc3d51946f5837b56759e2a02e78fa90ef86 \
+    --hash=sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e \
+    --hash=sha256:33a2d7c28d33797a2e99923dffa63f83d908a19b6bf26cfe80fa790aa5e1a75a \
+    --hash=sha256:362a3fd481769cac1a824514bcd86fda51c65e8fe6e051099e008fddde6db17c \
+    --hash=sha256:38901a84da3ce22249f6e860bf8f90d141bcab7da090cc398f8bb58c0e44b7da \
+    --hash=sha256:39aded8c7f3b935b54aab1d8d73c70ec0ee2d3ec3b943e0e86611bc150ba47f5 \
+    --hash=sha256:3a26434dafe408229ff3403458ca58de24fb51936504decac49ce6755f77e59d \
+    --hash=sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100 \
+    --hash=sha256:3d4f72af88ac2474bb5bca640030320e3d38a0163a1d7533500e87be458eef71 \
+    --hash=sha256:3f42e9b78301f11c8f861746175d8b9c1ccef713fcad9eab396e2f6db8ed4a22 \
+    --hash=sha256:42a67efc36300d052fb4508a53e8b6901b9284b599ae63945c377569c5fcc1e1 \
+    --hash=sha256:48d67b87db6279c044760787eb01f6413032c2e6f3ba1cafaa492b1c8e578479 \
+    --hash=sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb \
+    --hash=sha256:49f7325beb0f85ef4aef5f48f490269575f83e6e2acad00a1d80b807eb027062 \
+    --hash=sha256:4e3ac92d90e92773b2362d506068e9a948192bd553e743c5b2429e28527c8661 \
+    --hash=sha256:530125ee1163c4219af35dc3aa1206e541e7b31b6efc1a3f93b70a136f65d427 \
+    --hash=sha256:5373dc80ad1aa2fb9ad95c83f24eef418bbda3a61375f128e5b0192e4f3f9b32 \
+    --hash=sha256:53e5179d8abb5710f8e83ba207c41c8d1261fcffd4616500e15ca2b7a33be10a \
+    --hash=sha256:53e7b4ce82b54a8bcc71b3b67a5cbd177ca1d7f592cbc92cd38b7349f73482db \
+    --hash=sha256:543906c127fb1d929b95076db19b83fa2d46751006ff1e23b093aa5ac4d8db42 \
+    --hash=sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a \
+    --hash=sha256:55bdcc472aafe2de4a253045cc128007a64f1e0264fb675791e132ea5edaa3bd \
+    --hash=sha256:56f355e79f71aef2a85c80305cc915f894b170dba76de5fe84f6351939b83c06 \
+    --hash=sha256:5895ef58c4620afe02fa16044f023dc4dafec08158f9d08874a46a7dbc0341b8 \
+    --hash=sha256:5bcb6ff3fdab1258a192679ff1a05d44f59626430aa05cd1a9d2447423599228 \
+    --hash=sha256:5f08ec777f35ee70720233b8b9811d3bb5d728137f30ac91b7457709c3261ac0 \
+    --hash=sha256:614c61d478b83953e261d02bb2df750f17227cd33ef8002945bf5aebbde21919 \
+    --hash=sha256:617105e2c3018ee38d0c8ce5ee3c84f621a6d8b9f723202aacaff28449ca91ee \
+    --hash=sha256:6debfa7312ff9d4c124dc71d72e9a0a4b9e0879e48ba6fcb42bef5c3300289e2 \
+    --hash=sha256:7041d52c3a7fa20c9e8c182b534704abb19502c8bdcbde7ab23bfda6f642394f \
+    --hash=sha256:70c987b27534f9ae1a723f47ae921571d616da21d3208282bf4c52af5164ac43 \
+    --hash=sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098 \
+    --hash=sha256:78253b573e6ffab5028924fc98bc281aae05445969982a10864bc360dea2016c \
+    --hash=sha256:7a75aa63cbf9b21cfaf60dc2657e19df2c2867d91707d653fee171ffeedd1371 \
+    --hash=sha256:8800c996b01c2772a783e3e46f3e1abd5823029adca0df54231960de9bfefa5b \
+    --hash=sha256:89176250f686cb9853c0fb7ead90e639e915b84a6f43eedc2a4e7ec21f1037f0 \
+    --hash=sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100 \
+    --hash=sha256:8f2f1c4c032c7cedd7d8da6f54c97b70266c6570c3108d3fdffee7188bb70529 \
+    --hash=sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc \
+    --hash=sha256:9aa6e61fdf20105c4144e755bd586008ff450791d67b1c8146fdc15959c4d51c \
+    --hash=sha256:9d9edccfe496b476db5f398d97b865e9a6752bcf8aec4eef8390ce20fb64bb41 \
+    --hash=sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716 \
+    --hash=sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33 \
+    --hash=sha256:a3a8296e7ab5c295f53f1041487cb088e1480775aafbf7fe545d93b770a0f96f \
+    --hash=sha256:a3e22975f905b89a55a488c2a08f2fdb2186175349e917d48985cc468a3d4c6e \
+    --hash=sha256:a4af35c443e0b1a1bd6a8af3f3485d7fda15c142751a00f3ff8090f0b93346fa \
+    --hash=sha256:a94dbaae5ae27bd849c93570669bff91e0510f33a80805738e3de72a7be0447b \
+    --hash=sha256:ac74facc01463f138b0da5580329cfcc82818dea5656e83ddcd11268fc12ff80 \
+    --hash=sha256:ad4c8b7488d745d2ca4838ebd8ae5ba9b56341d30b1da43640e4ce87f9f49646 \
+    --hash=sha256:b014a6ed7cf912e787149fdc529166d3ceabac23f26efeea3158c9aba2354e7e \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b \
+    --hash=sha256:b2466434105a4e03113c36ec775cc2ebe6676b62eae326fa670bb607ef788c1c \
+    --hash=sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963 \
+    --hash=sha256:ba59d59aba08ac02fc03b0c8983ccd5ee39a199d0552ce9e6d2b4845b34d59ae \
+    --hash=sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25 \
+    --hash=sha256:bdd0e2834dce1a26c1bbe26464861e16bbe217042cbff619247c11594472518c \
+    --hash=sha256:c23ec8ee9d5ab2f5421f9c7fffce208435607af27fd46d4a44e031954352838f \
+    --hash=sha256:c39846c3aad97a8530c89d7a3869a8f8e9e3762c6ac0504481e5c80948f7e807 \
+    --hash=sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a \
+    --hash=sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f \
+    --hash=sha256:c8653fd547c93a61aadc612007790f5555cdd18946fa48cf45e26d8ea4ea473d \
+    --hash=sha256:cc7cb243a68167172f48c1fd43cee91ec4b1d40cefd190edd43369d1a6bc9c82 \
+    --hash=sha256:ccd4893707b3e2a13e39c90d43cf80edf2e4d0457935bcc103bf2346214c3f15 \
+    --hash=sha256:cd817772b2fcf2b8c0905795318485f9ec16eae60b29feb7f4c77085311637f0 \
+    --hash=sha256:cda5fd5c95ad7a125a2e8464acc78b98b94c475a3780d6aa0aa157c93f470f4d \
+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -143,21 +143,22 @@ alabaster==1.0.0 \
     --hash=sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
     # via sphinx
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -166,40 +167,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 async-timeout==5.0.1 \
     --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
@@ -221,265 +223,245 @@ babel==2.18.0 \
     --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
     # via sphinx
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -610,13 +592,13 @@ cython==3.0.12 \
     --hash=sha256:feb86122a823937cc06e4c029d80ff69f082ebb0b959ab52a5af6cdd271c5dc3 \
     --hash=sha256:ff5c0b6a65b08117d0534941d404833d516dac422eee88c6b4fd55feb409a5ed
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -628,63 +610,50 @@ docutils==0.22.4 \
     --hash=sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968 \
     --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
     --hash=sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286
     # via kubernetes
-faiss-cpu==1.14.3 \
-    --hash=sha256:0a5eb27184123c7ac1060c6b862978eabf0e30c1369ccf8bdb1497d35c06ad3d \
-    --hash=sha256:1d734cfa9ac90b6a5dfed3a27cb706d05f22824703dafc3969b4e2071877a31c \
-    --hash=sha256:20414d5c98fb6ab9eedfb3df79841865911c2d67b6efe829dc46adfeab6f51b1 \
-    --hash=sha256:54b0ea832be5bce75ef9abf1297fe4613d760bf7cfe7a963da040cb0314e8f58 \
-    --hash=sha256:8780b526c06e57aad90a8c4655dfba2ff1b3195bd600ff4499752fc45159c9fc \
-    --hash=sha256:a9369863290a3f0e033757e4c10577b6ef7431f1cede394dabd0a137e4e2ed45 \
-    --hash=sha256:b28ba083e8c02f2c9be03783402537fd3f00d27e68799c44bf88931500ee12ec \
-    --hash=sha256:cdcb90850cb4b7c27d270839b37bcc0dc8d1fb6a62d1e13053e51ac95061ca25 \
-    --hash=sha256:ea2340f675db59af8db6da4535b541ce6948d68a008989c656c292c7b0c77127 \
-    --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
-    --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
-    # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -692,9 +661,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 flit-core==3.12.0 \
     --hash=sha256:18f63100d6f94385c6ed57a72073443e1a71a4acb4339491615d0f16d6ff01b2 \
@@ -834,15 +803,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -852,9 +821,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -872,9 +841,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -882,9 +851,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -894,9 +863,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -954,143 +923,143 @@ googleapis-common-protos[grpc]==1.75.0 \
     #   google-api-core
     #   grpc-google-iam-v1
     #   grpcio-status
-greenlet==3.5.2 \
-    --hash=sha256:01e32e9d2b1714a2b06184cb3071ff2a2fd9bc7d065e39198ab21f7253dad421 \
-    --hash=sha256:0488ca77c94da5e09d1d9958f98b58cebba1b8fd9664c24898499133de927574 \
-    --hash=sha256:049827baab63dda8ab8ec5a6d07fc6eb0f418319cfc757fc8737a605e99ca1ad \
-    --hash=sha256:0629377725977252159de1ebd3c6e49c170a63856e585446797bb3d66d4d9c34 \
-    --hash=sha256:09201fa698768db245920b00fdc86ee3e73540f01ca6db162be9632642e1a473 \
-    --hash=sha256:0977af2df83136f81c1f76e76d4e2fe7d0dc56ea9c101a86af26a95190b9ca32 \
-    --hash=sha256:120b77c2a18ebf629c3a7886f68c6d01e065654844ad468f15bb93ace66f2094 \
-    --hash=sha256:1587ff8b58fdf806993ed1490a06ac19c22d47b219c68b30954380029045d8d4 \
-    --hash=sha256:1724499fc08388208408681c53c5062e9803c334e5a0bdaeb616228ba882aac8 \
-    --hash=sha256:1adc23c50f22b0f5979521909a8360ab4a3d3bef8b641ce633a04cf1b1c967ea \
-    --hash=sha256:1c31219badba285858ba8ed117f403dea7fafee6bade9a1991875aae530c3ceb \
-    --hash=sha256:1d554cd96841a68d464d75a3736f8e87408a7b02b1930a75fa32feb408ad62f8 \
-    --hash=sha256:1f052fff492c52fdfa99bd3b3c1389a53de37dae76a0562741417f0d018f02b3 \
-    --hash=sha256:24c59cb7db9d5c694cb8fd0c76eef8e456b2123afdfa7e4b8f2a67a0860d7682 \
-    --hash=sha256:26aed8d9503ca78889141a9739d71b383efea5f472a7c522b5410f7eb2a1b163 \
-    --hash=sha256:2c3b3311af72b3d3b03cc0f1ffd11f072e834be5d0444105cf715fc44434e39c \
-    --hash=sha256:2c6d6bfa4fdd7c39a0dbf112cdf28edbd19c517c810eefb6e4e71b0d55933a4c \
-    --hash=sha256:2debcd0ef9455b7d4879589903efc8e497d4b8fb8c0ae772309e44d1ca5e957f \
-    --hash=sha256:2ee6288f1933d698b4f098127ed17bda2910a75d2807915bd16294a972055d6c \
-    --hash=sha256:30252d191d6959df1d040b559a38fc017139606c5ecc2ad00416557c0355d742 \
-    --hash=sha256:36cfea2aa075d544617176b2e84450480f0797070ad8799a8c41ada2fe449d32 \
-    --hash=sha256:3be00501fb4a8c37f6b4b3c4773808ceb26ea65c7ea64fd5735d0f330b3786de \
-    --hash=sha256:3c2315045f9983e2e50d7e89d95405c21bddb8745f2da4487bc080ab3525f904 \
-    --hash=sha256:3c417cd6c593bbbef6f7aa31a79f37d3db7d18832fc56b694a2150130bde784e \
-    --hash=sha256:3dff6cd3aac35f6cd3fc23460105acf576f5faf6c378de0bc088bf37c913864a \
-    --hash=sha256:423167363c510a75b649f5cd58d873c29498ea03598b9e4b1c3b73e0f899f3d5 \
-    --hash=sha256:4e554809538bd4867f24421b43abde170f9c9b8192149b30df5e164bcac6124f \
-    --hash=sha256:537c5c4f30395020bb9f48f53146070e3b997c3c75da14011ab732aaa19ce3ef \
-    --hash=sha256:561dd919c02236a613fbf226791cbd77ee5002cbd5cb7e838869aa3ac7a71e16 \
-    --hash=sha256:5795e883e915333c0d5648faaa691857fbc7180136883edc377f50f0d509c2a8 \
-    --hash=sha256:5930d3946ecae99fa7fc0e3f3ae515426ad85058ebd9bfc6c00cca8016e6206b \
-    --hash=sha256:5eba55076d79e8a5176e6925295cfb901ebc95dae493342ede22230f75d8bee2 \
-    --hash=sha256:6d78b5c1c178dad90447f1b8452262709d3eef4c98f825569e74c9d0b2260ac9 \
-    --hash=sha256:6d9e19257794e28821c9ebd5e23f86d7c267cd9d390089374f068d2049f949e3 \
-    --hash=sha256:6e9e49d732ee92a189bb7035e293029244aeba648297a9b856dc733d17ca7f0d \
-    --hash=sha256:6f1e473c06ae8be00c9034c2bb10fa277b08a93287e3111c395b839f01d27e1f \
-    --hash=sha256:6f96ed6f4adc1066954ae95f45717657cb67468ef3b89e9a3632e14a625a8f39 \
-    --hash=sha256:711028c953cd6ce5dc01bbb5a1747e3ad6bd8b2f7ded73778bb936e8dab9e3b6 \
-    --hash=sha256:76dae33e97b52743a19210931ee3e78a88fe1438bc2fc4ee5e7512d289bfad4f \
-    --hash=sha256:7a7bfc200be40d04961d7e80e8337d726c0c1a50777e588123c3ed8ba731dcb9 \
-    --hash=sha256:7bb811753703739ad318112f16eccfaabdac050037b6d092debaa8b23566b4ce \
-    --hash=sha256:7fe6062b1f35534e1e8fb28dfed406cf4eeff3e0bca3a0d9f8ff69f20a4abb00 \
-    --hash=sha256:87359c23eb4e8f1b16da68faad29bf5aeb80e3628d7d8e4aa2e41c36879ddedd \
-    --hash=sha256:89da99ee8345b458ea2f16831dad31c88ddcdec454b48704d569a0b8fb28f146 \
-    --hash=sha256:9558cae989faeab6fbb425cd98a0cfa4190a47fba6443973fbee0a1eb0b0b6c3 \
-    --hash=sha256:98a52d6a50d4deaba304331d83ee3e10ebbdc1517fcca40b2715d1de4534065c \
-    --hash=sha256:9dc23f0e5ad76415457212a4b947d22ebe4dc80baf02adf7dd5647a90f38bb4e \
-    --hash=sha256:9df9daae96848508450011d0d86ed7c95f8829a354ce438284a77b24896fd1f8 \
-    --hash=sha256:9e194b996aa1b89d933cfe136e5eb39b22a8b72ba59d376ef39a55bca4dbf47f \
-    --hash=sha256:a0314aa832c94633355dc6f3ee54f195159533355a323f26926fc63b98b2ccbb \
-    --hash=sha256:a1759fa4f14c398508cf20dc8037de55cc23ae8bd14c185c2718257837195ca5 \
-    --hash=sha256:a1789a6244ea1ba61fd4386c9a6a31873e9b0234762103364be98ef87dcb19f3 \
-    --hash=sha256:a207023f1cf8695fd82580b8099c09c5809be18bc2282362cdfb965dd884a317 \
-    --hash=sha256:a2ddf9eddc617681108dd071b3feabf3f4a4cd64846254aec4d4ceda098b639a \
-    --hash=sha256:a3f76a94e2d6e1fee8f302265679d8cc47d71a203936dd03c6e2ace0f9cfd46d \
-    --hash=sha256:a850f6224088ef7dcc70f1a545cb6b3d119c35d6dca63b925b9f35da0635cdad \
-    --hash=sha256:a9476cbead736dc48ce89e3cd97acff95ecc48cbf21273603a438f9870c4a014 \
-    --hash=sha256:a96457a30384de52d9c5d2fd33abf6c1daae3db392cd556738f408b1a79a1cf0 \
-    --hash=sha256:b4ac902af825cbac8e9b2fccab8122236fd2ba6c8b71a080116d2c2ec72671b1 \
-    --hash=sha256:b4cad42662c796334c2d24607c411e3ed82481c1fb4e1e8ec3a5a8416060092e \
-    --hash=sha256:b9318cdeb9abdbfdd8bc8464ee4a06dffde2c7846e1def138365a6240ab2c9a5 \
-    --hash=sha256:bc18b8d33e6976804b9b792fe11cb3b1fee8b646e8a9e20bf521a429ddf73520 \
-    --hash=sha256:bf493b3c1c0a2324c49b0472e2280ba4665f3510d8115f6f807759a6163b15f7 \
-    --hash=sha256:c0ea4eb3de23f0bac1d75205e10ccfa9b418b17b01a2d7bf19e3b69dda08900a \
-    --hash=sha256:c1b906220d83c140361cdd12eef970fb5881a168b98ee58a43786426173da14c \
-    --hash=sha256:c1c1e5ad80f1f38ea479b83b39dccb20874cfe9ad5e52f87225fa294ba4d39a1 \
-    --hash=sha256:c674a1dd4fe41f6a93febe7ab366ceabf15080ea31a9307811c56dac5f435f73 \
-    --hash=sha256:ca92411942154023c65851e6077d8ca0d00f19de5fa80bb2c6f196ff6c920ba9 \
-    --hash=sha256:d7792398872f89466c6671d5d193537eff163ecf7fac78d82e6ddc25017fb4f5 \
-    --hash=sha256:db548d5ab6c2a8ead82c013f875090d79b5d7d2b67fc513934ce6cf66492ad7f \
-    --hash=sha256:dbebc038fcdda8f8f21cce985fd04e34e0f42007e7fc7ab7ad285caf77974b95 \
-    --hash=sha256:e063263ce9047878480d7e536012fc8b7c8e1922989eb5f03b9ab998a2ee7b7e \
-    --hash=sha256:e4af5d4961818ab651d09c1448a03b1ba2a1726a076266ebb62330bab9f3238c \
-    --hash=sha256:e976f9f6941f57d87a194c91868622c8b22a142a741d2fde31655c319133ade6 \
-    --hash=sha256:f41feb9f2b59e2e61ac9bea4e344ddd9396bf3cacb2583f73a3595ed7df6f8e7 \
-    --hash=sha256:f4d67c1684db3f9782c37ee4bade3f86f5a23a8fcf3f8359224106018ca40728 \
-    --hash=sha256:f9bbd6216c45a563c2a61e478e038b439d9f248bde44f775ea37d339da643af4 \
-    --hash=sha256:f9ed777c6891d8253e54468576f55e27f8fc1a662a664f946a191003574c0a74 \
-    --hash=sha256:feb721811d2754bfd16b48de151dd6b1f222c048e625151f2ca44cfdfd69f59c
+greenlet==3.5.4 \
+    --hash=sha256:0232ae1de90a8e07867bb127d7a6ba2301e859145489f25cda8a6096dabe1d20 \
+    --hash=sha256:07bd44616608d873d06735b63ef1a88191d6ca57c8d291d6559c71bc14c0893c \
+    --hash=sha256:08fc36de8442d5c3e95b044550dbea9bf144d31ec0cc58e36fb241cb6ef6a994 \
+    --hash=sha256:0fa53040b78b578120eecdc0265e3f1051487cc425d11a2b7c761daadf4feaa8 \
+    --hash=sha256:123aa379c962ed5fe90a880327e0c3066124ac64ec99e12a238be9fd8eb3db3d \
+    --hash=sha256:12cda9122e03341f1cb6b8207a19d7a9d375e52f1b4e9243918375f40fd7b4b9 \
+    --hash=sha256:13b980043cb1b3134e81ea469da1250ddcc6bfe6d245bbaa59168d9cdc8f228f \
+    --hash=sha256:178111881dd7a6c946471fda85485ec796e1043c2b939f694b096e2ecf986809 \
+    --hash=sha256:1833637f17d5e7472548a48575c394fe39f1b1890d676d162d86593610f44d8c \
+    --hash=sha256:188e4d142f243051d92a1f5c244a741da02dddc070a0620c842804d7b56d008c \
+    --hash=sha256:1e1a4a684b16c45ba324e60b32a4386a87722bcb815d2a149d2182f9b401ca72 \
+    --hash=sha256:1f17e362d78e37559e0506c5a7d066bdd45073c36a0127a543e8a0df27242ff3 \
+    --hash=sha256:24e61b88cb7e1b1d794b32a10cc346ac779681d6d74ff137a3e0a444d2bf1f02 \
+    --hash=sha256:27d3f00718634d4520a3a150154ac5da36f257869d41321953375b90bfbbc72c \
+    --hash=sha256:2a924f15d17957e252a810acefcb5942f5ca712298e8b6fcaed9a307d357522c \
+    --hash=sha256:2cdaadc3d31445a8f782bde3cd37e49a2c2a9c6da6daf76a3e34c683b271a3c7 \
+    --hash=sha256:2ffbc533e0eaf8e80d8471411646ab88fe58f641d508c0b02b24494479f4d9ec \
+    --hash=sha256:305f69e6c4523d7f6979ed001cff4e5853c063e5da04880296603aa0227e544c \
+    --hash=sha256:32802705c2c1ff25e8237b3bdacf2594fa02be80af8a66703eb7853ea7e68686 \
+    --hash=sha256:3529a8a933582ad19e224792cac7372489526576b75b4c124e8e4f29948f4861 \
+    --hash=sha256:39169a11d87a6a263afda3e9a27d1df16d0f919d40a4837cc73986c9884c0dd8 \
+    --hash=sha256:394de08dad5ffcb1f50c2159d93e398d9d2da3ed437645eaa54771fa720db9f0 \
+    --hash=sha256:3d66250e8b09f182ede05490998c818b5961f7a3640332d44c4927caec7bbfe4 \
+    --hash=sha256:3ef964f56dfcb6f9bbef2a190d9126795eac408716aeae47b5e7c73c32aafca9 \
+    --hash=sha256:41ddab54e4b238f4a6c323f39b4e59e176affd5a94d461a9fb7583dac74240a3 \
+    --hash=sha256:42afdc1ab5f66da8c586c32af9224a74a706b4f0ea0dc3a4188a0860a09c65c9 \
+    --hash=sha256:4ab9f0704bccf6d3b38e0d2130b7b33271cff11453690da074fa280c3aa8e8e7 \
+    --hash=sha256:57aa201b351f7c7c75627c60d29e4d5b97a07d37efeb62b903466fca42c097d7 \
+    --hash=sha256:58023945f421093de5e6fa108c0985a8659d43f49e0216da25099369a121bcbd \
+    --hash=sha256:60149df8f462d1b230038e6590c23c3b4768bb5d6c022b3b6e82532b34b0b8a3 \
+    --hash=sha256:60e0bc961d367df506660e9ac0177a76bc6d81305300704b0977d1634f76efe2 \
+    --hash=sha256:69173331fbc5d64bfac0065d7e22c39cfcd089e9b18d125bdcd5079363b09616 \
+    --hash=sha256:70bdfacdc183dac838b2a0aaff2dd6134a457c52fe68a9c6bbab435483d2b9df \
+    --hash=sha256:73b37afe369021423ea53dd3123e04bffa7e93ac64429b9f50835b2e4fcae7cf \
+    --hash=sha256:77d6ce04fed0d9aeed42e0f37923cc43eba9b027bdd9c34546bb4ccd143d0fe0 \
+    --hash=sha256:791fdfeeb9c6e0c7b10fa151bf110d2a6974866f13dcb5b1c7efae698245893a \
+    --hash=sha256:7c1303791d603080cac6fc3b34df51c3b75b723739c282c8029e48a0d241672f \
+    --hash=sha256:7e8afa5eac028f8140ceafe5ceec66e6aa127ddcb21452d2a564dcd2900b5f22 \
+    --hash=sha256:870d730fec833f5a06906a32596cc099b9161594642a92a520b7a88911c95356 \
+    --hash=sha256:89f3738167bab8c1084b94e23023d41d247117ac149fa0fbcb5bd4cf6262b353 \
+    --hash=sha256:91c26423753b92caf41ab3f98fd547d7374d4d9fc2d85be041886c1579d9255e \
+    --hash=sha256:9667862a2e38ad379f11b845daeda22c8989186def44f06962c9c4c05e556da7 \
+    --hash=sha256:99e8f8c4ebc4fd80aa26c1280ae9ad43a0976e786349703a181cf0bae60413e5 \
+    --hash=sha256:9c53ff01a5c53a40f2c16820ebc56d7c61a77f5fbe009dadd96292d5682f80f8 \
+    --hash=sha256:9f1467de1bb767f75db0aa34c195e3a496d8d1278c796e70c24ce205d3e99cde \
+    --hash=sha256:a2d614cb2372c7101a12ea8b96dd56f81c986d247c5a73db67063f3ed1ca4a52 \
+    --hash=sha256:ac5bf81d79d2c8eeb2ef6359b2e1687a1e9ebf46c2b1f970da9a9255df51d190 \
+    --hash=sha256:adf2244d7f69409925a8f22ed22cc5f93cdfe5c9dc87ff3476be2c2aaae61a05 \
+    --hash=sha256:ae53534b5dec0f4c2ec26f898f538dc8ea1ca3ef2927d597a9439e40a09da937 \
+    --hash=sha256:b3dabe3e2809013052c68bdf0b7fa5f5f2859c43a80803131ad61af9cabd7867 \
+    --hash=sha256:b7a5f095767c4493afcd06067f2bb3b8716e3f3f9e92b99c88e7e99f885b3d4d \
+    --hash=sha256:b7c895310363f310361e0fe2072af85269d2a2a285cd04c0c59e79a5e3670dcf \
+    --hash=sha256:bae2728e1897aa8df8cb1af38cd48b3a743aefe29372de7b8b7a9f532501e69f \
+    --hash=sha256:bd3d1145f603b2db19feb9078c2e6855eb7c67e15580c010ed815cee519b86fd \
+    --hash=sha256:c38c902a0986eba1f6e7ba1ab39ad5195926abde90f3fe080e08212db62176da \
+    --hash=sha256:c3fe76c2cac86b4f7a1e92865ac0a54384deb05c92986287c1a7110d9bd53071 \
+    --hash=sha256:c883d61f2282d72c767a14936641b3efcbde9d82f1080712aaea0b1d3126cb88 \
+    --hash=sha256:c90e930c9c192e5b3ee9fb8bcd920ea3926155e2e3ded39fc697323addecee17 \
+    --hash=sha256:ca5726c0b08ca35ae873557266a78b2c3f3b2b7d7401aa5ff886c2045dd0111c \
+    --hash=sha256:cbd60b5763c6543c1827e48faaf14ea9bfbad245f52b1a4d76a2a2d8884c6c66 \
+    --hash=sha256:cd320d998cbaa032932830448e39abf3c6a12901295e386e8114db926e10cffb \
+    --hash=sha256:cef589bc65fae02d10bca2ac341191c5b33acc2967892ebf4fcbd10eabb7a74c \
+    --hash=sha256:d83ae0e32d14957ab7170785a20f582635c8474deab1bfbb552b17e769a6ce25 \
+    --hash=sha256:d84d993f6e575c950d91a23c1345d18fe1a4310d447bf630849d7809196b52f0 \
+    --hash=sha256:d92df08dd65fede97fc37aad36c2e9dcda3b31c467f8e0c2c096456cb818e927 \
+    --hash=sha256:dc418cf4c873357964d6624445ed09472e50def990c65dd4e76fc3ba8cd9cef6 \
+    --hash=sha256:dfc41ae893d9ceaf22c824f2153a88b30651b20e8758c2cd9ac143f23640563c \
+    --hash=sha256:e849e6e139b9671adeac505f72fc05f4af7fd1921faef40295e214fc3b361b59 \
+    --hash=sha256:e883de250e299654b1f1680f72a1a9f9ba62c9bd1bce84099c90657349a8dfbb \
+    --hash=sha256:e9a5e3406e3ed8125ae1a3b37c12f3434e2b1f0fa053197c5557895b4fb09606 \
+    --hash=sha256:ec5ff0d1878df6af3bf9b638a5a92a7d5693291de77c91bff10fa48519c604ef \
+    --hash=sha256:ecca4d80d55a01ad6b23b33262662956149fbb7b2c6be2910f1705921958cbf3 \
+    --hash=sha256:ed17e5f3420360d5b459de8462efb52060399a5326a613d4cde31cef63ef95da \
+    --hash=sha256:ee032b91fd8ec29ec6c4cea2b8c561b178435134bd0752c7334b94e9c736c132 \
+    --hash=sha256:f00f910f0e7b35416c63b23ad78b769aeccfc1775f712b43c4ee525624a2eef7 \
+    --hash=sha256:f260930bbbbcf9caee661211235a5111c86dfe5832fdf6ae4570da1e0995320f \
+    --hash=sha256:f680e549edb3eaf21eea4e7fe101e15ec180c74b7879ab46adc080f22d4015d2 \
+    --hash=sha256:f88193799d43dbf8c8a806d6405c9c52fe2af40bf75072a606357b33cc336c7f \
+    --hash=sha256:f908898d6fa484ce4b6f447ce70ea99b52c503fee419e53cf74d60a16bc9e667
     # via feast (pyproject.toml)
 grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1105,17 +1074,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -1128,6 +1097,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hatch-fancy-pypi-readme==25.1.0 \
     --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \
@@ -1137,9 +1107,9 @@ hatch-vcs==0.4.0 \
     --hash=sha256:093810748fe01db0d451fabcf2c1ac2688caefd232d4ede967090b1c1b07d9f7 \
     --hash=sha256:b8a2b6bee54cf6f9fc93762db73890017ae59c9081d1038a41f16235ceaf8b2c
     # via feast (pyproject.toml)
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   feast (pyproject.toml)
     #   hatch-fancy-pypi-readme
@@ -1262,6 +1232,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1317,12 +1291,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1334,6 +1306,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1366,101 +1339,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1561,10 +1536,12 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
@@ -1839,51 +1816,52 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1975,6 +1953,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -2164,9 +2146,9 @@ pathspec==1.1.1 \
     #   hatchling
     #   mypy
     #   scikit-build-core
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
@@ -2301,25 +2283,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2369,57 +2349,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2433,9 +2406,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2457,6 +2430,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2583,9 +2557,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2611,12 +2583,10 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+    # via snowflake-connector-python
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
@@ -2639,9 +2609,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2765,147 +2735,133 @@ roman-numerals==4.1.0 \
     --hash=sha256:1af8b147eb1405d5839e78aeb93131690495fe9da5c91856cb33ad55a7f1e5b2 \
     --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
     # via sphinx
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
-    --hash=sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf \
-    --hash=sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2 \
-    --hash=sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f \
-    --hash=sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf \
-    --hash=sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049 \
-    --hash=sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3 \
-    --hash=sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964 \
-    --hash=sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291 \
-    --hash=sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14 \
-    --hash=sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc \
-    --hash=sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47 \
-    --hash=sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5 \
-    --hash=sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d \
-    --hash=sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb \
-    --hash=sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df \
-    --hash=sha256:a05fa4f41f37ec97c9c260441a940450a192f78d774d2b097eee1379f1e1246a \
-    --hash=sha256:a2999883eedf72fdfb7520b92c7d4ec2572a71ff40239377aa604cc529eecafc \
-    --hash=sha256:aad1bff7f666b9598e573815affd666aac6a13a585dde336f843e33350c7fadc \
-    --hash=sha256:abe76bcdba31e576cb83eeb8797aa0d882b738fef6dc65d0601fc753806a5b46 \
-    --hash=sha256:ad3773236e95f7f33991eb125224b7da66f206504d032a253a02da7e134519fb \
-    --hash=sha256:af03e34e860047bc7a352b842856fcf78798fbb81132cc98bd2f907ab4eb9cd2 \
-    --hash=sha256:b1b964e3ab599e718dc46c018d104b1ebc007cbc6567d827c94a687fca56d77e \
-    --hash=sha256:b1be5c35683684d5331b93600c210e8367c254683d8a6df6bd21bd2da3a334fb \
-    --hash=sha256:b317c87a13f769a4e787819bd508aaa5d69aa09b0880de9af6d3a8a54571cdec \
-    --hash=sha256:b3cc20c0d800af78fd0fac68086e28c1856cec51ea528bb81ea851aa40d39325 \
-    --hash=sha256:b4e4bc98639ec915f512fde3aa7a95e0041d95d9c3cc86eea841fa63cb1e8600 \
-    --hash=sha256:b5c30f3f04eef4fbd362226a6f31d7c8895ca4fbb6e0b790f6890a98d8da8559 \
-    --hash=sha256:b5f077b44a4f7808520f66dae234988d867deb9aed9be5da057ce9ba831b2a41 \
-    --hash=sha256:b6825cc329b290e93c5f6a9be2393118a763f6ccf6abd83704e0c102ca583644 \
-    --hash=sha256:b8d2f912928d426e8cfa396f7f3f8d29a59e6689c86dcca3c420730c1096322b \
-    --hash=sha256:b95d5e11fc712b752081183a55a244c03cd00570489edd7014d8899f8ceb8162 \
-    --hash=sha256:b9a6528956191c48c52294a592dbd4a8386d7048bdb25c0efcb6b966466c6d83 \
-    --hash=sha256:ba05adbf15d994c38ec0b7ab32e858e5110c21e9009a00a86545fd220f84e038 \
-    --hash=sha256:c0f920015df2a504bebaba6d4c31ccf3fcf942f92655c086da30b671aad19aa6 \
-    --hash=sha256:c396c1304de421050b3681ea70f371874b54d41b0151e96109758144c231e30b \
-    --hash=sha256:c39f5b67a8a2e67179ada2a954227d670fe65fa9098457f698f56ddf248709b3 \
-    --hash=sha256:c3df104083952a0e0c6f10de33e440eabe98fb6317d23e1a58c68f6df08d01b9 \
-    --hash=sha256:c74005a7bb87752acf351c93897ec63ad77a07a0da7ecad9c050e32e7286ba34 \
-    --hash=sha256:c93c629be4636cf54337bd5f06c104d55e42ced54d681f6fe21ae510a65116f6 \
-    --hash=sha256:ca653c6546386227cd9800d1bef6a348099acf8db4250341da6d90f663d6dfcb \
-    --hash=sha256:cacedb7a6e167680acba45ad5716e89067d225dc80da0d7040cae8c81d4572fa \
-    --hash=sha256:cc68e231a77a5f0d774ae278a1f8e55c0456501820847c1e4efb3829f3441df6 \
-    --hash=sha256:ce87129d9f2c14fa6c4a8601fb80eb4488c80d38a20cd13758ef11123e14995d \
-    --hash=sha256:cea68bcd53467561ae2f96a6bdad1544299ba97b5b0ddcd5ac3d376e5c781c24 \
-    --hash=sha256:cef8ac28d26f4dda3533060c20fbf80a325458fa9fd23ea72a73cdfa8e978838 \
-    --hash=sha256:d0efbe45632665e53e3db8fe1e5692db58fc5cb9bab4459d570b83efefe11164 \
-    --hash=sha256:d3858b908218ee108d0bbfb2095ccc237648053c9bf98affad7cb079acaf1d97 \
-    --hash=sha256:de42116e69cb53b911cc34aee5ab98f36c597b822545045d49e938818b99e5e4 \
-    --hash=sha256:df1d2a1996755b24b9ecee92cb4d36c28f86f464a6a173349c26bab41e94b8c2 \
-    --hash=sha256:e07be2a9d7122bd6e82dea89814ef8dc893feb1aae97fec1630f3263bbb30e55 \
-    --hash=sha256:e0b360f316d966b048b085857630b3cc51f3db2f07b06f440eac8f695374d1e3 \
-    --hash=sha256:e10464d17df3b582745c25cec695cb9558bca2cb6ddb631aee1787fc72c767b2 \
-    --hash=sha256:e3a8ae58895ac107ed934a6bf51e5846f95c53b9b940c2c6d310838fd5846358 \
-    --hash=sha256:e4abbf391a70be864920858bf360f4fb380577c9a0f732438a1996726e2c195b \
-    --hash=sha256:eaaea962c68cdc68d4a533ba985ab8e9484277910bbfaa2ab3ef7732667bfed8 \
-    --hash=sha256:ed0954b524873214369184a9c82b0eaa45a3fbb9a798cd95b17e0d98499e7ea0 \
-    --hash=sha256:edf2765d84e42447f112ad877af8fe1db0089aaec5b28e88d6eab45e7fe99cea \
-    --hash=sha256:ef1013a8625c74043210190b246f5b1551e09757c1f356c6e4160ef96c5bc081 \
-    --hash=sha256:efef4ac29c6ff495531eb17ee705b62841ecaa291b7c7077e848ea03e237164d \
-    --hash=sha256:f3a5b10e8ce894825f380a8f1b6444cf73c294dfea62afbb2d13e3a9e630cec1 \
-    --hash=sha256:f3df3d16ded76f1f8c9cdebd0e1ea55fdf4c23b812de189814da7cf229c22a81 \
-    --hash=sha256:f414556f6e3958300ff941e40c9f97e3dc9774ddd1b3434c475d73dd354bbed3 \
-    --hash=sha256:fc09f82e63d4bcd58149572f857a431bae851dc747e313c3b5bdf7abb907fda8 \
-    --hash=sha256:fc0c0f878ea770a0a8a462456c5ad36fc9fe6358e6b76fdadc7f17575e0b8bf1 \
-    --hash=sha256:fe71bca7d547acb17027c7fd1624ff8aae623499c498d3e7011182c4de5c25e0 \
-    --hash=sha256:fea6e836d10abbe191d557d33bd58bd5987725fe63aa1eefe557d230209855bd
+rpds-py==2026.6.3 \
+    --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5 \
+    --hash=sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680 \
+    --hash=sha256:127e08c0642d880cf32ca47ec2a4a77b901f7e2dd1ad9762adb13955d72ffcc9 \
+    --hash=sha256:166cf54d9f44fc6ceb53c7860258dde44a81406646de79f8ed3234fca3b6e538 \
+    --hash=sha256:168c733a7112e071bb7a66460e667edfcff06c017a3c523f7a8a8e08d0140804 \
+    --hash=sha256:1967debc37f64f2c4dc90a7f563aec558b471966e12adcac4e1c4240496b6ebf \
+    --hash=sha256:1cebd1337c242e4ec2293e541f712b2da849b29f48f0c293684b71c0632625d4 \
+    --hash=sha256:1cf01971c4f2c5553b772a542e4aaf191789cd331bc2cd4ff0e6e65ba49e1e97 \
+    --hash=sha256:1e5822dfc2f0d4ab7e745eaa6d85945069329beeccef965af3f3bb26058fcab6 \
+    --hash=sha256:22bffe6042b9bcb0822bcd1955ec00e245daf17b4344e4ed8e9551b976b63e96 \
+    --hash=sha256:23a439f31ccbeff1574e24889128821d1f7917470e830cf6544dced1c662262a \
+    --hash=sha256:24e9c5386e16669b674a69c156c8eeefcb578f3b3397b713b08e6d60f3c7b187 \
+    --hash=sha256:270b293dae9058fc9fcedab50f13cebf46fb8ed1d1d54e0521a9da5d6b211975 \
+    --hash=sha256:29dfa0533a5d4c94d4dfa1b694fcb56c9c63aad8330ffdd816fd225d0a7a162f \
+    --hash=sha256:2a9c6f195058cb45335e8cc3802745c603d716eb96bc9625950c1aac71c0c703 \
+    --hash=sha256:2bfd04c19ddbd6640de0b51894d764bd2758854d5b75bd102d2ef10cb9c293a9 \
+    --hash=sha256:2c54a076ca4d370980ab57bc0e31df57bbe8d41340436a90ef8b1219a3cbb127 \
+    --hash=sha256:2c958bf94822e9290a40aaf2a822d4bc5c88099093e3948ad6c571eca9272e5f \
+    --hash=sha256:2c99f7e8ccb3dd6e3e4bfeac657a7b208c9bac8075f4b078c02d7404c34107fa \
+    --hash=sha256:2f7c26fbc5acd2522b95d4177fe4710ffd8e9b20529e703ffbf8db4d93903f05 \
+    --hash=sha256:30c6dc199b24a5e3e81d50da0f00858c5bbdb2617a750395687f4339c5818171 \
+    --hash=sha256:38a2fea2787428f811719ceb9114cb78964a3138838320c29ac39526c79c16ba \
+    --hash=sha256:3a83ae6c67b7676b9878378547ca8e93ed77a580037bcbcd1d32f739e1e6089c \
+    --hash=sha256:3cfe765c1da0072636ca06628261e0ea05688e160d5c8a03e0217c3854037223 \
+    --hash=sha256:421aba32367055614287a4292b6a17f1939c9452299f7a0209c117e990b646d4 \
+    --hash=sha256:425560c6fa0415f27261727bb20bd097568485e5eb0c121f1949417d1c516885 \
+    --hash=sha256:4470ce197d4090875cf6affbf1f853338387428df97c4fb7b7106317b8214698 \
+    --hash=sha256:4cf2d36a2357e4d07bb5a4f98801265327b48256867816cfd2ceb001e9754a8f \
+    --hash=sha256:4f4bca01b63096f606e095734dd56e74e175f94cfbf24ff3d63281cec61f7bb7 \
+    --hash=sha256:501f9f04a588d6a09179368c57071301445191767c64e4b52a6aa9871f1ef5ed \
+    --hash=sha256:536bceea4fa4acf7e1c61da2b5786304367c816c8895be71b8f537c480b0ea1f \
+    --hash=sha256:538949e262e46caa31ac01bdb3c1e8f642622922cacbabbae6a8445d9dc33eaf \
+    --hash=sha256:539d75de9e0d536c84ff18dfeb805398e58227001ce09231a26a08b9aed1ee0e \
+    --hash=sha256:54f45a148e28767bf343d33a684693c70e451c6f4c0e9904709a723fafbdfc1f \
+    --hash=sha256:55927d532399c2c646100ff7feb48eaa940ad70f42cd68e1328f3ded9f81ca24 \
+    --hash=sha256:58eadac9cd119677b60e1cf8ac4052f35949d71b8a9e5556efccbe82533cf22a \
+    --hash=sha256:5e8d07bddee435a2ff6f1920e18feff28d0bc4533e42f4bf6927fbd073312c41 \
+    --hash=sha256:62698275682bf121181861295c9181e789030a2d516071f5b8f3c23c170cd0fc \
+    --hash=sha256:639c8929aa0afe81be836b04de888460d6bed38b9c54cfc18da8f6bfabf5af5d \
+    --hash=sha256:67e3a721ffc5d8d2210d3671872298c4a84e4b8035cfe42ffd7cde35d772b146 \
+    --hash=sha256:6de4744d05bd1aa1be4ed7ea1189e3979196808008113bbbf899a460966b925e \
+    --hash=sha256:6e84adbcf4bf841aed8116a8264b9f50b4cb3e7bd89b516122e616ac56ca269e \
+    --hash=sha256:7491ee23305ac3eb59e492b6945881f5cd77a6f731061a3f25b77fd40f9e99a4 \
+    --hash=sha256:79486287de1730dbaff3dbd124d0ca4d2ef7f9d29bf2544f1f93c09b5bcbbd12 \
+    --hash=sha256:7b689145a1485c335569bd056464f3243a29af7ed3871c7be31ad624ba239bc7 \
+    --hash=sha256:7f88d653e7b3b779d71ae7454e20dcc9b6bae903f33c269db9f2be41bda3f261 \
+    --hash=sha256:8020133a74bd81b4572dd8e4be028a6b1ebcd70e6726edc3918008c08bee6ee6 \
+    --hash=sha256:808345f53cb952433ca2816f1604ff3515608a81784954f38d4452acfe8e61d5 \
+    --hash=sha256:83e35b57523816c8613fd0776b40cd8bb9f596b37ddd2692eb4a6bb5ab2f8c93 \
+    --hash=sha256:842e7b070435622248c7a2c44ae53fa1440e073cc3023bc919fed570884097a7 \
+    --hash=sha256:847927daf4cffbd4e90e42bc890069897101edd015f956cb8721b3473372edda \
+    --hash=sha256:882076c00c0a608b131187055ddc5ae29f2e7eaf870d6168980420d58528a5c8 \
+    --hash=sha256:8b95977e7211527ab0ba576e286d023389fbeeb32a6b7b771665d333c60e5342 \
+    --hash=sha256:8bb68f03f395eb793220b45c097bd4d8c32944393da0fad8b999efac0868fc8c \
+    --hash=sha256:8c2642a7603ec0b16ed77da4555db3b4b472341904873788327c0b0d7b95f1bb \
+    --hash=sha256:8c3d1e9c15b9d51ca0391e13da1a25a0a4df3c58a37c9dc368e0736cf7f69df0 \
+    --hash=sha256:8c6e5a2f750cc71c3e3b11d71661f21d6f9bc6cebc6564b1466417a1ec03ec77 \
+    --hash=sha256:8d2294a31386bfa251d8c8a39472beee17db67d4f1a6eabea665d35c9a4461c3 \
+    --hash=sha256:8e4320744c1ffdd95a603def63344bfab2d33edeab301c5007e7de9f9f5b3885 \
+    --hash=sha256:8e65860d238379ed982fd9ba690579b5e95af2f4840f99c772816dbe573cb826 \
+    --hash=sha256:8f2e5c5ee828d42cb11760761c0af6507927bec42d0ad5458f97c9203b054617 \
+    --hash=sha256:900a67df3fd1660b035a4761c4ce73c382ea6b35f90f9863c36c6fd8bf8b09bb \
+    --hash=sha256:913ca42ccad3f8cc6e292b587ae8ae49c8c823e5dce51a736252fc7c7cdfa577 \
+    --hash=sha256:9250a9a0a6fd4648b3f868da8d91a4c52b5811a62df58e753d50ae4454a36f80 \
+    --hash=sha256:931908d9fc855d8f74783377822be318edb6dcb19e47169dc038f9a1bf60b06e \
+    --hash=sha256:9826217f048f620d9a712672818bf231442c1b35d96b227a07eabd11b4bb6945 \
+    --hash=sha256:9891e594296ab9dada6551c8e7b387b2721f27a67eecd528412e8906247a7b90 \
+    --hash=sha256:9c1255b302953c86a486b81d330d5ee1d5bd937691ce271b6be0ef0e299eaab7 \
+    --hash=sha256:a0811d33247c3d6128a3001d763f2aa056bb3425204335400ac54f89eec3a0d0 \
+    --hash=sha256:a136d453475ac0fcbda502ef1e6504bd28d6d904700915d278deeab0d00fe140 \
+    --hash=sha256:a214c993455f99a89aaeadc9b21241900037adc9d97203e374d75513c5911822 \
+    --hash=sha256:a3086b538543802f84c843911242db20447de00d8752dd0efc936dbcf02218ba \
+    --hash=sha256:a3450b693fde92133e9f51060568a4c31fcca76d5e53bbd611e689ca446517e9 \
+    --hash=sha256:a550fb4950a06dde3beb4721f5ad4b25bf4513784665b0a8522c792e2bd822a4 \
+    --hash=sha256:a9f4645593036b81bbdb36b9c8e0ea0d1c3fee968c4d59db0344c14087ef143a \
+    --hash=sha256:aca6c1ef08a82bfe327cc156da694660f599923e2e6665b6d81c9c2d0ac9ffc8 \
+    --hash=sha256:acac386b453c2516111b50985d60ce46e7fadb5ea71ae7b25f4c946935bf27cf \
+    --hash=sha256:acc992ab27b15f852c76755eb2ab7dce86585ddadba6fa5946e58556088845b4 \
+    --hash=sha256:ae3d4fe8c0b9213624fdce7279d70e3b148b682ca20719ebd193a23ebfa47324 \
+    --hash=sha256:ae50181a047c871561212bb97f7932a2d45fb53e947bd9b57ebad85b529cbc53 \
+    --hash=sha256:ae6dd8f10bd17aad820876d24caec9efdafd80a318d16c0a48edb5e136902c6b \
+    --hash=sha256:af05d726809bff6b141be124d4c7ce998f9c9c7f30edb1f46c07aa103d540b41 \
+    --hash=sha256:afd70d95892096cdb26f15a00c45907b17817577aa8d1c76b2dcc2788391f9e9 \
+    --hash=sha256:b5c2dc92304aa48a4a60443b548bb12f12e119d4b72f314015e67b9e1be97fca \
+    --hash=sha256:bc0011654b91cc4fb2ae701bec0a0ba1e552c0714247fa7af6c59e0ccfa3a4e1 \
+    --hash=sha256:bcfbcf66006befb9fd2aeaa9e01feaf881b4dc330a02ba07d2322b1c11be7b5d \
+    --hash=sha256:bdbd97738551fca3917c1bd7188bec1920bb520104f28e7e1007f9ceb17b7690 \
+    --hash=sha256:c60924535c75f1566b6eb75b5c31a48a43fef04fa2d0d201acbad8a9969c6107 \
+    --hash=sha256:c7b9a2f8f4d8e90af72571d3d495deebdd7e3c75451f5b41719aee166e940fc2 \
+    --hash=sha256:ca6546b66be9dc4738b1b043d5ebd5488c66c578c5ff0fd0e8065313fe3afb76 \
+    --hash=sha256:ccffae9a092a00deb7efd545fe5e2c33c33b88e7c054337e9a74c179347d0b7d \
+    --hash=sha256:cdc7e35386f3847df728fbcb5e887e2d79c19e2fa1eba9e51b6621d23e3243af \
+    --hash=sha256:d15fde0e6fb0d88a60d221204873743e5d9f0b7d29165e62cd86d0413ad74ba6 \
+    --hash=sha256:d34c20167764fbcf927194d532dd7e0c56772f0a5f943fa5ef9e9afbba8fb9db \
+    --hash=sha256:d483fe17f01ad64b7bf7cc38fcefff1ca9fb83f8c2b2542b68f97ffe0611b369 \
+    --hash=sha256:d7469697dce35be237db177d42e2a2ee26e6dcc5fc052078a6fefabd288c6edd \
+    --hash=sha256:db08f45aecde626498fb3df07bcf6d2ec040af42e859a4f5040d79c200342911 \
+    --hash=sha256:dc319e5a1de4b6913aac94bf6a2f9e847371e0a140a43dd4991db1a09bc2d504 \
+    --hash=sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a \
+    --hash=sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9 \
+    --hash=sha256:e059c5dde6452b44424bd1834557556c226b57781dee1227af23518459722b13 \
+    --hash=sha256:e4316bf32babbed84e691e352faf967ce2f0f024174a8643c37c94a1080374fc \
+    --hash=sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278 \
+    --hash=sha256:e55d236be29255554da47abe5c577637db7c24a02b8b46f0ca9524c855801868 \
+    --hash=sha256:ea7bb13b7c9a29791f87a0387ba7d3ad3a6d783d827e4d3f27b40a0ff44495e2 \
+    --hash=sha256:ea964164cc9afa72d4d9b23cc28dafae93693c0a53e0b42acbff15b22c3f9ddd \
+    --hash=sha256:ec829541c45bca16e61c7ae50c20501f213605beb75d1aba91a6ee37fbbb56a4 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:ed0c1e5d10cdc7135537988c74a0188da68e2f3c30813ba3744ab1e42e0480f9 \
+    --hash=sha256:f0840b5b17057f7fd918b76183a4b5a0635f43e14eb2ce60dce1d4ee4707ea00 \
+    --hash=sha256:f4d78253f6996be4901669ad25319f842f740eccf4d58e3c7f3dd39e6dde1d8f \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e \
+    --hash=sha256:f826877d462181e5eb1c26a0026b8d0cab05d99844ecb6d8bf3627a2ca0c0442 \
+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2914,11 +2870,10 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
     #   setuptools-scm
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via hatch-vcs
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
@@ -2934,33 +2889,33 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -3054,13 +3009,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -3131,9 +3086,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -3142,42 +3097,51 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
     --hash=sha256:c5132b4b61a829d11cfbd2d72e97f20a45ed6edb95e45c5efdeb5e00836b2745
     # via hatchling
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
 types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via feast (pyproject.toml)
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
     #   anyio
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -3197,9 +3161,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -3210,17 +3174,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3273,9 +3237,9 @@ uvloop==0.22.1 \
     --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \
     --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42
     # via uvicorn
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 watchfiles==1.2.0 \
     --hash=sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9 \
@@ -3390,272 +3354,326 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
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+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
     --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
     # via importlib-metadata
 
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
+
 # The following packages were excluded from the output:
 # milvus-lite
 # pymilvus
+# faiss-cpu
diff --git a/sdk/python/requirements/py3.11-requirements.txt b/sdk/python/requirements/py3.11-requirements.txt
index 5db803a893d..839f9f4fcea 100644
--- a/sdk/python/requirements/py3.11-requirements.txt
+++ b/sdk/python/requirements/py3.11-requirements.txt
@@ -1,200 +1,165 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.11 --no-strip-extras pyproject.toml --generate-hashes --output-file sdk/python/requirements/py3.11-requirements.txt
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   starlette
     #   watchfiles
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via feast (pyproject.toml)
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via requests
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -207,21 +172,21 @@ colorama==0.4.6 \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
 dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
     --hash=sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c
     # via feast (pyproject.toml)
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via feast (pyproject.toml)
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via dask
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -299,97 +264,99 @@ jinja2==3.1.6 \
     --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -595,51 +562,52 @@ mmh3==5.2.1 \
     --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \
     --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b
     # via feast (pyproject.toml)
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -832,57 +800,50 @@ psutil==7.2.2 \
     --hash=sha256:eed63d3b4d62449571547b60578c5b2c4bcccc5387148db46e0c2313dad0ee00 \
     --hash=sha256:fd04ef36b4a6d599bbdb225dd1d3f51e00105f6d48a28f006da7f9822f2606d8
     # via feast (pyproject.toml)
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1030,9 +991,9 @@ python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
     # via uvicorn
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via pandas
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -1204,17 +1165,17 @@ toolz==1.1.0 \
     # via
     #   dask
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   anyio
     #   fastapi
@@ -1231,23 +1192,23 @@ typing-inspection==0.4.2 \
     # via
     #   fastapi
     #   pydantic
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -1409,68 +1370,116 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
diff --git a/sdk/python/requirements/py3.12-ci-requirements.txt b/sdk/python/requirements/py3.12-ci-requirements.txt
index 0daf51f015d..4de5c1a4067 100644
--- a/sdk/python/requirements/py3.12-ci-requirements.txt
+++ b/sdk/python/requirements/py3.12-ci-requirements.txt
@@ -4,134 +4,134 @@ accelerate==1.14.0 \
     --hash=sha256:41b9c4377a54e0b460a959b0defa1b736e4ca0a2373252d9a539964c2afe3c8d \
     --hash=sha256:e94390c2863b873be18f623f9df48a0d8fe5eff13ea7f1a00092b0a7904888c6
     # via docling-ibm-models
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
-    --hash=sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95 \
-    --hash=sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3 \
-    --hash=sha256:6fd35beba67c4183b09375c5fff9accb47524191a244a99f95fd4472f5402c2b \
-    --hash=sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444 \
-    --hash=sha256:73f05ea02013e02512c3bf42714f1208c57168c779cc6fe23516e4543089d0a6 \
-    --hash=sha256:764457a7be60825fb770a644852ff717bcbb5042f189f2bd16df61a81b3f6573 \
-    --hash=sha256:797457503c2d426bee06eef808d07b31ede30b65e054444e7de64cad0061b7af \
-    --hash=sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15 \
-    --hash=sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe \
-    --hash=sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2 \
-    --hash=sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496 \
-    --hash=sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876 \
-    --hash=sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817 \
-    --hash=sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448 \
-    --hash=sha256:8f6bb621e5863cfe8fe5ff5468002d200ec31f30f1280b259dc505b02595099e \
-    --hash=sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6 \
-    --hash=sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd \
-    --hash=sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f \
-    --hash=sha256:94da27378da0610e341c4d30de29a191672683cc82b8f9556e8f7c7212a020fe \
-    --hash=sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c \
-    --hash=sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca \
-    --hash=sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c \
-    --hash=sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa \
-    --hash=sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc \
-    --hash=sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0 \
-    --hash=sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0 \
-    --hash=sha256:aa00140699487bd435fde4342d85c94cb256b7cd3a5b9c3396c67f19922afda2 \
-    --hash=sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844 \
-    --hash=sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719 \
-    --hash=sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1 \
-    --hash=sha256:b238af795833d5731d049d82bc84b768ae6f8f97f0495963b3ed9935c5901cc3 \
-    --hash=sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178 \
-    --hash=sha256:b6feea921016eb3d4e04d65fc4e9ca402d1a3801f562aef94989f54694917af3 \
-    --hash=sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95 \
-    --hash=sha256:b821a1f7dedf7e37450654e620038ac3b2e81e8fa6ea269337e97101978ec730 \
-    --hash=sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842 \
-    --hash=sha256:bb33777ea21e8b7ecde0e6fc84f598be0a1192eab1a63bc746d75aa75d38e7bd \
-    --hash=sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d \
-    --hash=sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96 \
-    --hash=sha256:bedb0cd073cc2dc035e30aeb99444389d3cd2113afe4ef9fcd23d439f5bade85 \
-    --hash=sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1 \
-    --hash=sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199 \
-    --hash=sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a \
-    --hash=sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588 \
-    --hash=sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec \
-    --hash=sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004 \
-    --hash=sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480 \
-    --hash=sha256:d3b1a184a9a8f548a6b73f1e26b96b052193e4b3175ed7342aaf1151a1f00a04 \
-    --hash=sha256:d44ec478e713ee7f29b439f7eb8dc2b9d4079e11ae114d2c2ac3d5daf30516c8 \
-    --hash=sha256:d9d4e294455b23a68c9b8f042d0e8e377a265bcb15332753695f6e5b6819e0ce \
-    --hash=sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087 \
-    --hash=sha256:e4e5e0ae56914ecdbf446493addefc0159053dd53962cef37d7839f37f73d505 \
-    --hash=sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780 \
-    --hash=sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4 \
-    --hash=sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d \
-    --hash=sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca \
-    --hash=sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665 \
-    --hash=sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296 \
-    --hash=sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c \
-    --hash=sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a \
-    --hash=sha256:f7a16ef45b081454ef844502d87a848876c490c4cb5c650c230f6ec79ed2c1e7 \
-    --hash=sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451 \
-    --hash=sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3
+aiohttp==3.14.3 \
+    --hash=sha256:03cd2bde3d7f085b64e549c985f4bb928cad7e8ecf5323bfca320db548d81b39 \
+    --hash=sha256:041badb8f84396357c4d3ad26de6afd7a32b112f43d3c63045c0c8278cfd2043 \
+    --hash=sha256:0a5ff2dfbb9ce645fa5b8ef3e02c6c0b9cc3f6030ff863d0c51fffc50cb5541b \
+    --hash=sha256:0fdea2281997af69da84c77ffa6f5938a0285f21fb3887c249d67419ca865b3d \
+    --hash=sha256:11fb37ef075669eee52ab1928fbf6e1741fada40409fa309ebde9607a962aebf \
+    --hash=sha256:134ac5ddcf61c6fad984b9a5727d83492ada43d63471db20fb73042c13fca62f \
+    --hash=sha256:152516815ef926786a0b6ae2b8f1fd2e0c71582dee0b435636865316fd4891b7 \
+    --hash=sha256:1576145bdceeb92382d899751e12743a3a5b8e460a841e3e50543859e54864dc \
+    --hash=sha256:16100ad3ab8d649fdfbee87602d9d2dcdca9df0b9eda8a1b5fdc0d41f96da559 \
+    --hash=sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f \
+    --hash=sha256:18c441d0a8fca6de8d1f546849b9f0ab20d435993e2c5b59562b2fae6be2f929 \
+    --hash=sha256:18cb43369747b2ae007bd2655fb8e63a099c2ff1d207962943636dac989b3147 \
+    --hash=sha256:1b59533861b70a2185c8f4f350f791f39d64358ef6944ce71c5240c9ec0982c9 \
+    --hash=sha256:1c5281acc88b92396f88c7e1e2748f8466689df22b80170e4f51efa712fb47a8 \
+    --hash=sha256:1c5ec8fb1bcc31a8466f74aaf26c345d5c386fa4bd08a3f0eb9c7a4a3fe8b5bf \
+    --hash=sha256:1caa7b0d05f3e3a36f87788c59e970a7ee1cefcfcbb924a9f138c4a6551c9cb7 \
+    --hash=sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8 \
+    --hash=sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85 \
+    --hash=sha256:25bd2708db6bdf6a6630dd37bdcdfcb47c4434d22ac69c64665b802910140b30 \
+    --hash=sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553 \
+    --hash=sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7 \
+    --hash=sha256:2e9878ae68e4a5f1c0abe4dd497dbc3d51946f5837b56759e2a02e78fa90ef86 \
+    --hash=sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e \
+    --hash=sha256:33a2d7c28d33797a2e99923dffa63f83d908a19b6bf26cfe80fa790aa5e1a75a \
+    --hash=sha256:362a3fd481769cac1a824514bcd86fda51c65e8fe6e051099e008fddde6db17c \
+    --hash=sha256:38901a84da3ce22249f6e860bf8f90d141bcab7da090cc398f8bb58c0e44b7da \
+    --hash=sha256:39aded8c7f3b935b54aab1d8d73c70ec0ee2d3ec3b943e0e86611bc150ba47f5 \
+    --hash=sha256:3a26434dafe408229ff3403458ca58de24fb51936504decac49ce6755f77e59d \
+    --hash=sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100 \
+    --hash=sha256:3d4f72af88ac2474bb5bca640030320e3d38a0163a1d7533500e87be458eef71 \
+    --hash=sha256:3f42e9b78301f11c8f861746175d8b9c1ccef713fcad9eab396e2f6db8ed4a22 \
+    --hash=sha256:42a67efc36300d052fb4508a53e8b6901b9284b599ae63945c377569c5fcc1e1 \
+    --hash=sha256:48d67b87db6279c044760787eb01f6413032c2e6f3ba1cafaa492b1c8e578479 \
+    --hash=sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb \
+    --hash=sha256:49f7325beb0f85ef4aef5f48f490269575f83e6e2acad00a1d80b807eb027062 \
+    --hash=sha256:4e3ac92d90e92773b2362d506068e9a948192bd553e743c5b2429e28527c8661 \
+    --hash=sha256:530125ee1163c4219af35dc3aa1206e541e7b31b6efc1a3f93b70a136f65d427 \
+    --hash=sha256:5373dc80ad1aa2fb9ad95c83f24eef418bbda3a61375f128e5b0192e4f3f9b32 \
+    --hash=sha256:53e5179d8abb5710f8e83ba207c41c8d1261fcffd4616500e15ca2b7a33be10a \
+    --hash=sha256:53e7b4ce82b54a8bcc71b3b67a5cbd177ca1d7f592cbc92cd38b7349f73482db \
+    --hash=sha256:543906c127fb1d929b95076db19b83fa2d46751006ff1e23b093aa5ac4d8db42 \
+    --hash=sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a \
+    --hash=sha256:55bdcc472aafe2de4a253045cc128007a64f1e0264fb675791e132ea5edaa3bd \
+    --hash=sha256:56f355e79f71aef2a85c80305cc915f894b170dba76de5fe84f6351939b83c06 \
+    --hash=sha256:5895ef58c4620afe02fa16044f023dc4dafec08158f9d08874a46a7dbc0341b8 \
+    --hash=sha256:5bcb6ff3fdab1258a192679ff1a05d44f59626430aa05cd1a9d2447423599228 \
+    --hash=sha256:5f08ec777f35ee70720233b8b9811d3bb5d728137f30ac91b7457709c3261ac0 \
+    --hash=sha256:614c61d478b83953e261d02bb2df750f17227cd33ef8002945bf5aebbde21919 \
+    --hash=sha256:617105e2c3018ee38d0c8ce5ee3c84f621a6d8b9f723202aacaff28449ca91ee \
+    --hash=sha256:6debfa7312ff9d4c124dc71d72e9a0a4b9e0879e48ba6fcb42bef5c3300289e2 \
+    --hash=sha256:7041d52c3a7fa20c9e8c182b534704abb19502c8bdcbde7ab23bfda6f642394f \
+    --hash=sha256:70c987b27534f9ae1a723f47ae921571d616da21d3208282bf4c52af5164ac43 \
+    --hash=sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098 \
+    --hash=sha256:78253b573e6ffab5028924fc98bc281aae05445969982a10864bc360dea2016c \
+    --hash=sha256:7a75aa63cbf9b21cfaf60dc2657e19df2c2867d91707d653fee171ffeedd1371 \
+    --hash=sha256:8800c996b01c2772a783e3e46f3e1abd5823029adca0df54231960de9bfefa5b \
+    --hash=sha256:89176250f686cb9853c0fb7ead90e639e915b84a6f43eedc2a4e7ec21f1037f0 \
+    --hash=sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f \
+    --hash=sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100 \
+    --hash=sha256:8f2f1c4c032c7cedd7d8da6f54c97b70266c6570c3108d3fdffee7188bb70529 \
+    --hash=sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc \
+    --hash=sha256:9aa6e61fdf20105c4144e755bd586008ff450791d67b1c8146fdc15959c4d51c \
+    --hash=sha256:9d9edccfe496b476db5f398d97b865e9a6752bcf8aec4eef8390ce20fb64bb41 \
+    --hash=sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716 \
+    --hash=sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33 \
+    --hash=sha256:a3a8296e7ab5c295f53f1041487cb088e1480775aafbf7fe545d93b770a0f96f \
+    --hash=sha256:a3e22975f905b89a55a488c2a08f2fdb2186175349e917d48985cc468a3d4c6e \
+    --hash=sha256:a4af35c443e0b1a1bd6a8af3f3485d7fda15c142751a00f3ff8090f0b93346fa \
+    --hash=sha256:a94dbaae5ae27bd849c93570669bff91e0510f33a80805738e3de72a7be0447b \
+    --hash=sha256:ac74facc01463f138b0da5580329cfcc82818dea5656e83ddcd11268fc12ff80 \
+    --hash=sha256:ad4c8b7488d745d2ca4838ebd8ae5ba9b56341d30b1da43640e4ce87f9f49646 \
+    --hash=sha256:b014a6ed7cf912e787149fdc529166d3ceabac23f26efeea3158c9aba2354e7e \
+    --hash=sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b \
+    --hash=sha256:b2466434105a4e03113c36ec775cc2ebe6676b62eae326fa670bb607ef788c1c \
+    --hash=sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963 \
+    --hash=sha256:ba59d59aba08ac02fc03b0c8983ccd5ee39a199d0552ce9e6d2b4845b34d59ae \
+    --hash=sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25 \
+    --hash=sha256:bdd0e2834dce1a26c1bbe26464861e16bbe217042cbff619247c11594472518c \
+    --hash=sha256:c23ec8ee9d5ab2f5421f9c7fffce208435607af27fd46d4a44e031954352838f \
+    --hash=sha256:c39846c3aad97a8530c89d7a3869a8f8e9e3762c6ac0504481e5c80948f7e807 \
+    --hash=sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a \
+    --hash=sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f \
+    --hash=sha256:c8653fd547c93a61aadc612007790f5555cdd18946fa48cf45e26d8ea4ea473d \
+    --hash=sha256:cc7cb243a68167172f48c1fd43cee91ec4b1d40cefd190edd43369d1a6bc9c82 \
+    --hash=sha256:ccd4893707b3e2a13e39c90d43cf80edf2e4d0457935bcc103bf2346214c3f15 \
+    --hash=sha256:cd817772b2fcf2b8c0905795318485f9ec16eae60b29feb7f4c77085311637f0 \
+    --hash=sha256:cda5fd5c95ad7a125a2e8464acc78b98b94c475a3780d6aa0aa157c93f470f4d \
+    --hash=sha256:cef89a58e628c4efcac3275c2d68083f82426dcdc89c1492a6f654f9f7ea6ab9 \
+    --hash=sha256:d1558173930a5a8d3069cee5c92fc91c87c4dbcb099debbb3622053717145a19 \
+    --hash=sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239 \
+    --hash=sha256:d6218d92e450824e9b4881f44e8c09f1853b490f9a64130801024a4793b1b3b0 \
+    --hash=sha256:d77640cc618c1d99fc4f8589c0f24a730adfa54eb1e57ef7bf0c8dfb78da898c \
+    --hash=sha256:d7d2deec16eeedf55f2c7cf75b521ea3856a5177e123844f8fd0f114ce252cb5 \
+    --hash=sha256:db332af25642007330fca8be5c4d194caf2bea7a7fc84415aff3497af5dfee6b \
+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   aiohttp-cors
@@ -155,28 +155,29 @@ alabaster==0.7.16 \
     --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \
     --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92
     # via sphinx
-alembic==1.18.4 \
-    --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \
-    --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc
+alembic==1.18.5 \
+    --hash=sha256:06d8ba9d04558022f5395e9317de03d270f3dced49cee01f89fe7a13c26f14bc \
+    --hash=sha256:1554982221dd17e9a749b53902407578eb305e453f71999e8c7f0a48389fff8e
     # via mlflow
 altair==4.2.2 \
     --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \
     --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87
     # via great-expectations
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   elasticsearch
     #   httpx
+    #   httpx2
     #   jupyter-server
     #   mcp
     #   sse-starlette
@@ -231,9 +232,9 @@ asn1crypto==1.5.1 \
 assertpy==1.1 \
     --hash=sha256:acc64329934ad71a3221de185517a43af33e373bb44dc05b5a9b174394ef4833
     # via feast (pyproject.toml)
-asttokens==3.0.1 \
-    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a \
-    --hash=sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7
+asttokens==3.0.2 \
+    --hash=sha256:3ecdbd8f2cc195f53ccada3a613538bb5f9ef6f6869129f13e03c30a677b8fe2 \
+    --hash=sha256:9da13157f5b28becde0bd374fc677dcd3c290614264eff096f167c469cd9f933
     # via stack-data
 async-lru==2.3.0 \
     --hash=sha256:89bdb258a0140d7313cf8f4031d816a042202faa61d0ab310a0a538baa1c24b6 \
@@ -277,6 +278,94 @@ babel==2.18.0 \
     # via
     #   jupyterlab-server
     #   sphinx
+backports-zstd==1.6.0 \
+    --hash=sha256:0308990ffc998df3c7ed35276bde049728b5c3956203cae40d80893576a41459 \
+    --hash=sha256:03b7c59c71f7a597e2bcb3f8368371e9a660a1bdf1c37afc1f1ad1496a013c19 \
+    --hash=sha256:0466b14723f3b7697669c00ee66fe16e30e25636b286b0a923fa86fa3d8a753c \
+    --hash=sha256:068ef3d8c18815a2e3a752f766313e19910e7c50939b956923748d9c04ebcb1b \
+    --hash=sha256:08793876172551a930ce4d65c712cd516184d1a97070d4a1193e05bf0cf7040d \
+    --hash=sha256:0eb4281f402b94d397b7482f6d9efd04c28274e4ed6eb57eb1f87bdd091a6a87 \
+    --hash=sha256:10b61850c4112952e05aa6e6cce8c9a5936fbeadb321e154216705cc76a14afa \
+    --hash=sha256:15b1aae0f64cd742df4bba1d989d0a09a6ec619202543fdba684640454541fd3 \
+    --hash=sha256:17efb3d11137de5166dd51eedab9c36ad633402acba386eee8d715213ea47e49 \
+    --hash=sha256:1a99710fbb225d459d66def4dc2bb2cd4a9a0bdc8b799fc0621cfdd863be9c93 \
+    --hash=sha256:1d146926e997d2d3de8212bdcbf4985344a2622ca3bec458d8908000a84fd883 \
+    --hash=sha256:1e20b3ecd0a711be82e964aca28554eabbc31ee69a20e5e7b8fd42268af46212 \
+    --hash=sha256:23a793f2fed4dbf0517319759a2cded0b0dd8e8d3797fe30badd5693e320c175 \
+    --hash=sha256:25b5ddc789480072551af571a746e9500356b2aff0499861cf2ca07ea7431e68 \
+    --hash=sha256:28eef3881164f3c23ce58ed59e4684103bdd279583eb2d299858c9e9b72fde9a \
+    --hash=sha256:28fecd73459d74910ae1987ab84b7bef690d3dd860948430dd5555108b006daf \
+    --hash=sha256:2914abea516704bdafb2090acd3f15b5f9debecfabd15b8dd8285b2ad3b92209 \
+    --hash=sha256:2ace939e4d620e119423606f2d3d7115f8707733bf57f279ad9a9383f875986f \
+    --hash=sha256:2ba9ac10fc393e5123a08802e0e895a107cb4a66b9973d2844dbd8a343111e59 \
+    --hash=sha256:2ddab55a5f54dec8acfad68ef70f1c704fd21919990ddc238afbd6f496e61c6a \
+    --hash=sha256:2f723219335387d7546412d8141e0303590600949b4184a1391a0c6a3c756058 \
+    --hash=sha256:30576f49b82328ec8af16c11100efe52ca88526f71bbe100ef6b4e707dc13bf2 \
+    --hash=sha256:32f04d54ec1fdf3aa648b24a10b1c9234ed2046cc4af7a8850cbc236c05d42f3 \
+    --hash=sha256:3b6713371f8987a1178df93cb36f29eef191f224021e2d656b2f11ce60d26816 \
+    --hash=sha256:3e689af303df287142770abe3a48bbefd24dab4a09da5807d0e1fa8c75bab026 \
+    --hash=sha256:460fd6b3f338c659507ae36cfd6b58ac9942a2ff233c5cf574416dfec0451a84 \
+    --hash=sha256:481a1e9bd8f419fdc625307aa20234687f99368c75df511ef589693c5fea4c6f \
+    --hash=sha256:4b6c8b02ab0ccb2431bb7bc238be91d158b308915e7b07937388e540466fe7e7 \
+    --hash=sha256:4c68a9ed2df0cca51d774c521e68a34d2e3d9ebfc687ef8096adfd4f345b551d \
+    --hash=sha256:5918fc6b31437208721276964323933cd86077b8d5b469c59c1b3fd2c8220a05 \
+    --hash=sha256:5e9a8370c8ed873083d5de956d6b2e60adbad31e52d7a11111c96ef01d1910ae \
+    --hash=sha256:6430b34a2ae6fcc604672f4f913102563473d9a015bdca1ce8c95041cc1f2677 \
+    --hash=sha256:64b94d7a836568926a3309ff510c7f8261b881b341fd4992cabf4f0998878f8a \
+    --hash=sha256:65048ed08c5124f05ff9f355ab9703014bb2dbe7f8d9948ce193685b1775f442 \
+    --hash=sha256:66cf8038893c7708ec345ffb3ac63c775d10f430f323ac2f0334fdb6a397c57c \
+    --hash=sha256:6c73ae37dbf9207727ac095dedef864c05d836eaec962a47b3b64eaadaf1c6b6 \
+    --hash=sha256:711e6b98f8924e8b4a61ff97ab6321f33de024e1ed6a32f5123763aeda8459be \
+    --hash=sha256:7293fefe15f0e5852bdb4ad1e0e26f3cbd4d3e61c19f751ecc4ff34bc1eb237d \
+    --hash=sha256:73000459db113a658c4fb0510100ef0e79137b5828bf957b7709aacae4eb1b87 \
+    --hash=sha256:75578c71644b031118ce938855a53530708db7f4af6e83e2f8840d5a1de990f8 \
+    --hash=sha256:7741e44f7938ec94f9a52678c8d19b7bc548522ffdc39c9e4481af8db545fa9a \
+    --hash=sha256:79284c1dd702f4f24ed1a36e51555c907dd237b6c0d829595978f4089a2aeea9 \
+    --hash=sha256:7c2b1f4a640c51130caa92cef5bf72bd3c3dbbcfbf814c37403aa0601b1811b0 \
+    --hash=sha256:7d3f64c503af7b60115b97c16feaf75bd191ef2c978d5c0c7725a6682bef63c5 \
+    --hash=sha256:80a7859ffe70bf239d7a2ce15293bdeb5b4280ff7dc326ffab312b0e254dbb24 \
+    --hash=sha256:8219d6fceae6b39535c4ac323dba0923d10f781d59962ff3504e693fdcafa92c \
+    --hash=sha256:83391ef5935cc0f329b1abca414ae20ffe40d335fc21a4b5e664f08a74317d5f \
+    --hash=sha256:83415af3c64550a56cc20b4cce59bbaa81f21d28466d7adf98feff011ecbc66d \
+    --hash=sha256:839faf90a7eb525a401978dc925df8c44bd12526e8ba1529b9f8a7106e729637 \
+    --hash=sha256:84f92e5a60a78c72ccda79d0417d311a1f6da18f446423ed411726d545bf7b56 \
+    --hash=sha256:8872a0e9f1af975966b5be6af7eebd3dc4046f15e470b719316516dc3d137cd6 \
+    --hash=sha256:8c298785e2fadeab82342040f2d9ce764ce500e6da6a6d99a2de514e63580b5a \
+    --hash=sha256:97e8a9674652496c7612b528085dd5a296c052a2edc466ca1bfb7b0b27820413 \
+    --hash=sha256:994167ff6551b9c1ce226e0aab16295b98c94507b5701aa60d2c32b7d50796b1 \
+    --hash=sha256:9cb75e33131946fabd6319061df3b8b1d588fe0963183280e9b5f49f7772fc09 \
+    --hash=sha256:a13cfa3410a75e4cb87abdb669aaf79da861cb79299159054ff8f77b9671bc40 \
+    --hash=sha256:a3c17e6a267d13de9cbf14bf2ebfa87e03d26692456fc67d2dbed9da4f479b18 \
+    --hash=sha256:a4ae7ed5a6d813450cc2d818284ea3db9721edcef50a56aae42ea06feec38c6e \
+    --hash=sha256:a838296f5b84c920172fb579cac894d255c1fc25457c7234613ddcfa385e49b7 \
+    --hash=sha256:ab70eace272d6f122b121c057e436709b50a28abf30d97aab28433c08f4a4095 \
+    --hash=sha256:ae106fe16e36efc60ab098d02478d30aa0e31e1420eb4ecf0116459253bc6361 \
+    --hash=sha256:aeef8563b82ed4af328f98e5041c1b4800d86f68f857ffd1577d4d47dc9aa6cd \
+    --hash=sha256:b067b1ef9c8e41fb0882c828aa37829938b5c0dab067eca72b23fc24c563b9da \
+    --hash=sha256:b0ddbcd2866b8ff1a2836e4b0e4d44788f5b992d83fac75a38cda8f9a2bee079 \
+    --hash=sha256:b4bddfcfb6679215d6f4dc5f79a1f9301af339480d70527a14b57a1f2e6b6cbf \
+    --hash=sha256:b7bc9a0b66097f03820a54316d2fdd0beb38859cf98f10d63e94c55450ed8920 \
+    --hash=sha256:b81b4cf3d6e0ad7ac92bef248f49fafc954262c5fb0f7e19d6aac497e5a856b2 \
+    --hash=sha256:b951113113ed4b8d173418a4f155c14b739dace626b3fa3f82be1831958d39e4 \
+    --hash=sha256:beb43e9885202c8d4f3762319ed4d5e98e197622afbff8439fbbdd81d08938b9 \
+    --hash=sha256:c14fa5dc39a804f1b92d63506f450eca5c59647a18d197d1a564b89dac1be1ce \
+    --hash=sha256:c2d1ccfe088e8279d605011a3575619a74526c261be357695b3258c0f636115a \
+    --hash=sha256:c4fc41b2df5529cad5ceb230319e82728096d4b353ce8d4df68a2ec37e291bb8 \
+    --hash=sha256:d6b9b06323e3ba947c0003b2d70e02f33c90c36bc6262a92eb8201afc4a1aa08 \
+    --hash=sha256:d6e78d5e28f812b39f92397806ecddd4a6f3bf35531a8c039a1f187abc931af8 \
+    --hash=sha256:dd085eafa2aac6f883afd28210a3231f717f25409a1e44a39bb7b04c8c5b5646 \
+    --hash=sha256:df27b57d214a3124fbe4e933ef5a903d4567f154260d9aece8c797a987f2a205 \
+    --hash=sha256:e39258a09b1c7ca70b5e94a5c5ccfe4700b4250b8077cfeab31d0f79565d4c9b \
+    --hash=sha256:e514c71ca72f3b56bd8fbda1a6a5b7d1100a2764b42a3c74a38841f25f9b00ab \
+    --hash=sha256:e73a550dbeb84e8fa50f8385f7735e9a4735b465851ef617d02f80ab10e44e7e \
+    --hash=sha256:e80bceebc9b58e959bede9b26cafe15b5b9526f3533a6dd06330c5da73cb9329 \
+    --hash=sha256:ece8e7288db5b827ef8c64b2f78519f1a173a8991a625978fce02eccd7654fe9 \
+    --hash=sha256:ef132cfb638e9a86bd5dc07fb4e1cb895bc55bce6bb5e759366e8b160d0747e2 \
+    --hash=sha256:f69365ee2b836939137de024a302395a1cb8654fb6dc5ffef6381105259c8f87 \
+    --hash=sha256:f8f5c1c7c69a4b00889e52d9304a918a5b49010f9645768eb5fd0ad404f790ba \
+    --hash=sha256:fa305a84087e10d7a85e8a8a3dcba8cdbda4868f2180173b264b7b488fd37c55 \
+    --hash=sha256:fbb746522ebfc11155f1cd688e2c48ef3d74125e38b63eabdaab068a055c3e88
+    # via clickhouse-connect
 bcrypt==5.0.0 \
     --hash=sha256:046ad6db88edb3c5ece4369af997938fb1c19d6a699b9c1b27b0db432faae4c4 \
     --hash=sha256:0c418ca99fd47e9c59a301744d63328f17798b5947b0f791e9af3c1c499c2d0a \
@@ -348,9 +437,9 @@ beautifulsoup4==4.15.0 \
     # via
     #   docling
     #   nbconvert
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
 bleach[css]==6.4.0 \
     --hash=sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452 \
@@ -360,16 +449,16 @@ blinker==1.9.0 \
     --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
     # via flask
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   moto
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
@@ -391,37 +480,37 @@ cachetools==6.2.6 \
     #   mlflow-tracing
     #   pyiceberg
     #   pymilvus
-cassandra-driver==3.30.0 \
-    --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \
-    --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \
-    --hash=sha256:136b46437b9902673264e101cdaab309d3e40607bff34430bda86b785badc6e4 \
-    --hash=sha256:137498e2a9b6f578d1902e1af8a988e50b8fe134c76a176f1b8a774e906bc66c \
-    --hash=sha256:17fb53587c9fc6a27b5c4a89b4f3d9169be43fc572d6f3f67494aa74708be936 \
-    --hash=sha256:1d64cbdce764c33e284d339b9a749736d68971edf8b537888f2d13c4b0d1313f \
-    --hash=sha256:212af4d8ff934c30538f4bdf7da61f14dc9a30349f6cac2161c8125e56fad928 \
-    --hash=sha256:2637644eac9274e46b0c2a7f729158bdf8582b6842dc48e18297211dd3ee1fec \
-    --hash=sha256:289e86c81be2543cb9055600c0819850db921e6e138a84e5c88ec160662c7207 \
-    --hash=sha256:2a0679ebcfdcecb3763c690b5bc6a517e0c0803f7bc88e0a6c793e5e421b558a \
-    --hash=sha256:385134eba72f048707cd800de0a61cf3c23246113edffe9bc6bc2eb86282d26b \
-    --hash=sha256:5c6cbb396ad6fe456efc799d3b8b6bda360ffc06552c5be2ce1a88ac381a305c \
-    --hash=sha256:61d7eeb17d8f76d5b4a9b1239145250f2a9f7bf949c30e2cc36196b5a0523ce1 \
-    --hash=sha256:6a5c8982f2b9eb4e789fc12cdd930b1e1511b6d046dde31d0703f855745556a3 \
-    --hash=sha256:6d449f49ce866ac20a1c3d80b1f9245ecdfd1e67b843dccd3d6eccdfe519c02e \
-    --hash=sha256:7e4cfd6ec3023576ed0ffa34882d9778e4bacfd918048ae9139ccdd00628ed85 \
-    --hash=sha256:83a9148d408a3dbb48ea1802d643d60fa53cd69dc7b9a244511ecf5b917e4f53 \
-    --hash=sha256:8c4acd28791854c23ca68be50a7a750c9413ba80fec0ca5c27c2be05f6f3fe0a \
-    --hash=sha256:8d5e3575ec01d8c043b56ff25de6f61ff4c9ed5cb3ea4c3d9df98def71ba710c \
-    --hash=sha256:923a6e1c3fa5f98f846a028b1a7207ec9e7d8cfa54ea47a507d41122efa2f54f \
-    --hash=sha256:c1b4aa6c7706dec839134adb6a2094d90c5f6f35efa08028ed6aae6e67c8643e \
-    --hash=sha256:c64e20bf46b49f8ef64569208d4a395b0928c27d5960559922a2d13471924d0d \
-    --hash=sha256:d2f9e00127f70dff42d4ef932df8a6b81170c2861d4e75c8b13f4b4816b4450c \
-    --hash=sha256:d73c0429813045ba86b92fc033fbcfd495aa10e9d4a40fe30b6e9dfe8b5d3ab4 \
-    --hash=sha256:e12dfcd3f0074c16f4bfe650242edb406b935864373ae86160e09e3f5e437e84 \
-    --hash=sha256:ff2e9fbdc1be54c1d041ea3f7d09812442f334be14bb5ad7aede175544765d25
+cassandra-driver==3.30.1 \
+    --hash=sha256:0c6a3e1428f7c6a9aa6c944b9c47a37cd2cdbeb5b5a82d42c33afdd56f14e398 \
+    --hash=sha256:0ea769cf9925206b8458db10477b78699660fbdaed7262157e43b8f21817f838 \
+    --hash=sha256:187bd1457e414bc019a0635603ea0001baada914942198ed23993198e44dec74 \
+    --hash=sha256:222c704c72a5880cfe9c89f04b375d03d1152dbdb6ec8c25a325267b8bc2ca4e \
+    --hash=sha256:30686850b9e0d0d8326ee07219113170b4e1d041e4d1434521a2f342c471108e \
+    --hash=sha256:3c32513a2f2c6832d4fe3464e11be59dc21096dba296b18ec3454bc8354a78ba \
+    --hash=sha256:3cb90ec9ac9d44cbfe17f1e9cb643dbc5f401e62980835aa6669a2fd5792863b \
+    --hash=sha256:546ad047abf96a6d7922d057010b4cfb22e9d473db7b907956bc7c6a8029f7d9 \
+    --hash=sha256:61bf2ded460fb0d2e909b70c9d193588b71148540bd85e29fe6954e00bb1a869 \
+    --hash=sha256:6c5ae0218e52944f92ddde07a03cfa941fa4a10097d501a18cfa1b525c92d013 \
+    --hash=sha256:71f3ccc8c60f41c83306c60704f7b1ee1a8ccd312aae286bf75d318aa47d0e71 \
+    --hash=sha256:799af594364475656d9eea69606713fbaa98b10da82cc6d90286322477c72828 \
+    --hash=sha256:80df7b705f71e1a6dae77aaea682cbe45fdd74b962cfcc6c6b0c05195f48b7c2 \
+    --hash=sha256:84b2cc578f542332b678fc3fcc801c6ef8110a377d3fd38c27eab5ec5f2d2b79 \
+    --hash=sha256:87822d6cce2c586aa72733a9dd1858276cee795834f7ad949c783bf19cf7a3a7 \
+    --hash=sha256:8f43abccb5b5a761582e4ba6d44a7ef4274b61b0bd3f8e3159af40ca2c10c0fa \
+    --hash=sha256:921403aa76c66d78d00c4a3dff542f989fa584b7450e3cb1dd2c267b4a5a55f0 \
+    --hash=sha256:9b54f7c6cbb1d9bb6a8b9f8ab6034e6f761527e97af0603aa1e9635720df03a0 \
+    --hash=sha256:9ff317f79b09eba52a44d46d8c4773e47533dfdd8b9ba4984268dc4a1fe5206e \
+    --hash=sha256:ab853bd2806899c5612c3e4ac2a355a7811084d06692e4460255e3b0a4fa556a \
+    --hash=sha256:af5c6f5d7d5a86725b908aba12d9554df60234c15bfe053a8175b15db791ada8 \
+    --hash=sha256:c0995dccff3df739a1df6e10da9f3fc95bbbc8b38bacc4cfb6172655f8351cba \
+    --hash=sha256:e10784b4f7d77332dc1a5c72855977a0d797160fd8ba50785414caed07fce95b \
+    --hash=sha256:e43d873de5f8dadf4c8dcc4fab87d66a8495137e844ae3c184fbc90a54c05bc0 \
+    --hash=sha256:eba7931a615207aab84ebaa000330024f1c614aa86ca58d119556edd338883ce \
+    --hash=sha256:ec04eebfadc74039b1f7df84356a822539992c7dc0b013fedbb5a33d9295af86
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   clickhouse-connect
     #   docling
@@ -432,91 +521,107 @@ certifi==2026.6.17 \
     #   minio
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
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+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   argon2-cffi-bindings
@@ -526,142 +631,106 @@ cfgv==3.5.0 \
     --hash=sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0 \
     --hash=sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132
     # via pre-commit
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -674,67 +743,67 @@ click==8.4.1 \
     #   ray
     #   typer
     #   uvicorn
-clickhouse-connect==1.3.0 \
-    --hash=sha256:016cdfe4c17d898044f618963d11cc9604e98b239e269b5e69dcabcf2625ace9 \
-    --hash=sha256:059f0ef645734cd5425b6af3bdac87c57f93e9c0dd1c86ef01da68846e2dd949 \
-    --hash=sha256:150ce2329e821652fd7875c013dc00837ac6e1892f0a40403b5b25a4e8df60bf \
-    --hash=sha256:17cd08c84f7c24f79bb3543a8d231c504ee98af1e1b66a939ac5a48cb759dd89 \
-    --hash=sha256:1f32d29a9b620ce911101c08c422ab96d09ece02f1237fe583e26dbb20fda323 \
-    --hash=sha256:219230675f255626340674d8a393ac0abf68810c2269e9c73afb35673facea7e \
-    --hash=sha256:225de4ab00609e599f2529a8a5256da5f473ce9544a04ab9b18b8fdd5baf9005 \
-    --hash=sha256:2432a22aab181a483f3dc6b398c8f641099f2d71bb9289ec84de9643a3b96493 \
-    --hash=sha256:2d1645af60860edb2f61b474daf5aa0af6b48724eb4d2c748edfa4027fdbe58a \
-    --hash=sha256:32a94f9b682f9bfaf6cc8f1608ac0b9c3184361fdd7354f5adb8c9e1f8256f51 \
-    --hash=sha256:32e780ff3de62dbff2ff21eaf0501582b5365fba6c42227e203664379312e33e \
-    --hash=sha256:331d2aaadd1ef7fe238209da1d6bdbcb9244da6bb94f581beed8193d6b04ac2d \
-    --hash=sha256:358418fb63ba4320ff3e19113e8000854617ef7e31158e92ee6d96539023a88d \
-    --hash=sha256:3954d59ced274163e1243549994eeaa6ae7fb46c1635ebd661eefefd25ce7c3d \
-    --hash=sha256:4a8f2158400e8e7603ff011bdcc4273eae3fd47c78e4b2a359798cb32a3540b8 \
-    --hash=sha256:532d0ad2994c5f0f225ce04f14bcbf53530901125c694081c8f9881b208f36db \
-    --hash=sha256:54f3fad4447df2bf023280b61db0bbe85762f3c6a4a38a9f8f76ffaf6d6f7cbe \
-    --hash=sha256:5a294365cda07869ea30ef00ea07b542e50cc77ca7f329ebf3e1bcdce5b0afb8 \
-    --hash=sha256:61240b9a722aae5341dc3bdc1931cb39c4769da549cadeebac58245c0d1616b8 \
-    --hash=sha256:61f2f32403ac23354a572b160fa0a51ad5e76ba88aea37ebe5371b8863659339 \
-    --hash=sha256:6447aaa3cda9a01580bffd821519199901124e979673a76f8c00d353293b2bd2 \
-    --hash=sha256:68b3183641b4249081d66507bce336cd82262a31c80eef2df2c1e7c45902a8fb \
-    --hash=sha256:69c6f9b3f2fb766ff87fa0c432c27c67b5b7de643ace33f4c4635ce1722d86ad \
-    --hash=sha256:6c26e0175dddc2e3eafb606781c0a10be4fee13831117375f645eb70db722319 \
-    --hash=sha256:6d7816bada44c2bfb9be6e9d86c0a32029d8832c28125cea8cdc9c118d3c8b6c \
-    --hash=sha256:7139165a4beccf7604c66849cd5da1cc2be97de76e39ca03fb93c34dc9a4c570 \
-    --hash=sha256:7340ec456ae9785f18c82170d00f84a23eb8919ad9595cf8f816da729f3031fa \
-    --hash=sha256:735482344b93275ddc81123d67f8bd30fa5c614d48ebce86bd47824834bcff83 \
-    --hash=sha256:73b089407354a0a2903561a5c86c2cb359705d38e9701dbef5fe13bbf69d94fd \
-    --hash=sha256:80e7eff3774a370f14ae0155d2772732c126ba58ad6fa5e4a09097e6c03fbb52 \
-    --hash=sha256:84bd4a8cdf697b4cc3db884d26d9b991d51b76758fa9a12c0842bded1ae69487 \
-    --hash=sha256:86cf31110bfc8c9f3941a23229b906fc3e54ef88751c7b14b1afdb20871e75d2 \
-    --hash=sha256:892db69bc3f3b51445cde66441e8a8c5f11b333a7690d070a35541029c4d5b5c \
-    --hash=sha256:900e4bd920b34a8ce3c21616dc55da869e4cfdae900e80fc00cfab2ae0f571e1 \
-    --hash=sha256:9022aefacb10ab9cb56944e24322736a3917a40527e1b3853c33b9497ea06a7f \
-    --hash=sha256:9164b2d021eb4f8474767a301e196ffdb045ee960e9b68fc00c53b975ea10e79 \
-    --hash=sha256:a1dedea8cc2a6edf89e6b6c6cc7d81c89bbc844560b384d6242f0f0591c4b8df \
-    --hash=sha256:a63c5f646142679b9288cf9ab1cc6af028389c894a67efa372f9cf60f2d97264 \
-    --hash=sha256:a76f4af7a9822b2464219d1c168ae335874233ca6e062e959c9d72fce6c7f963 \
-    --hash=sha256:a9a47a44fd6bb9f60e103903c3712f2732724f472130092693bc05cda2654f74 \
-    --hash=sha256:a9bce3cd4af89d6a0271938f1fabfc10a8889e1a7c4dbc4a866d2a804c4ed506 \
-    --hash=sha256:ab4380888830b92878231415fabab0b1b90bb3982d599e8444f8f9aa22174249 \
-    --hash=sha256:ac62f270da013a6bb224a135fbebb8cefbc7137371d9fca9c3a58b55daa7b023 \
-    --hash=sha256:b5b0c03fcd363bc5c0e2104c5a7a7401c17f5d272a5d18cdc1288b99eb1abca2 \
-    --hash=sha256:b9a48762ccff33cb1583f0e77eb254f19d3fbaece4db25286432ec602cee33c7 \
-    --hash=sha256:b9d973fbc29f5d1ec3a41c58c8a3a28d191e17bbfa243ac7b588786d4f21abcd \
-    --hash=sha256:bf99dc475626d1fc1720c3cbc8bd6154d26f829cf272c3c2524e5b7ce132fca1 \
-    --hash=sha256:c18c0773a85f26c7eaeb59e0fd0a142e464312fda1c54fc7feae6115eb1759d4 \
-    --hash=sha256:ca830ec1c574d1c184e551ab39524a17bb80f20727028276f47c0828013644df \
-    --hash=sha256:cc5bc6e5b662fe854c193177df4bc281bbcee5b1a01a33be80cdc346d398fdbb \
-    --hash=sha256:da6435d0618fcbdc0734347a48c144547196233eb60bc8fb4e3ad4b7d37deb1b \
-    --hash=sha256:dee1b1d91258859260b7a2059fea87e1ee52f006e4a99a76ef21aa67a31face5 \
-    --hash=sha256:df2ca5489ad9972503700d45b1d8d4e8c64ae3bcb5205c9ae43e7aa37446ccf3 \
-    --hash=sha256:e655403a35d016ac2100ca49fece73d1f293c6623809a04e530aa05c0369d69c \
-    --hash=sha256:ed34ac11cd4dfd3c9d9ea6ce8916fd7b37e4efdb2b67ab2e550240ae9b69c630 \
-    --hash=sha256:f0c5c92497909b299c4c48e767943fe5b86c90101ade768bf9f0428fb5078954 \
-    --hash=sha256:f3b44d2147ba0c6a892b977fe47e9add91b6080cf865381e4551add7a1756e8e \
-    --hash=sha256:f9341e3072d353bb834300c2a27e88a6fcde7a6c259c27c99fb530b97fcbc788 \
-    --hash=sha256:f9afc060d8f001f05097a16ce05baf52900ec575a07049d9a16966f412a273f8 \
-    --hash=sha256:fbb19aba0d474576ae594b55aeb969f594d3718cae6f20a3f08da25daca6bebc
+clickhouse-connect==1.6.0 \
+    --hash=sha256:01367cc75ddd3081f750ccba65c252385feff72f38f68613ea02dd056d047922 \
+    --hash=sha256:064144e1a7f6075ade3c13b8ce49517ca92f86c0c4842bd2abb52a475c026025 \
+    --hash=sha256:069f105173cd04263d3bb710381edae341dc9a3aa42fb4673017a617a5a1237a \
+    --hash=sha256:06bd2e045a7ec1406f9bd39c92bcc77027258d8969128033cea5adb8602111bd \
+    --hash=sha256:0856f42be01ab4957789b8cec99e91311d88bfe82be37ef2d230d36a6a111cff \
+    --hash=sha256:163eb12e7aaeefe9e51a483d3ad40502e15ac2ef94cf1f5b7fe8e9f5303d161b \
+    --hash=sha256:1a84eb6d545e2647a51b3b4ffa0da4a49f308aaaa096e58c44fb749c171a7d4a \
+    --hash=sha256:2d5888d76be3bf1ddea5a210522572d66abcaf651b45ff7c5a1014ec08fe7565 \
+    --hash=sha256:2f8b8060a8277509db77b14a01ed70683a0d9becba7a9994a5e59e42e9f98b37 \
+    --hash=sha256:30a183095bc367dcc4695869754e36ce2177264d0ef79421990ee24700810ee0 \
+    --hash=sha256:30bb77e7aa842550d5265c4aaa3e432b01440fd116d63e7e79ae79c380971ade \
+    --hash=sha256:34969b2a57d9372921aef2b0b51fb858d81ce952c5249b6cb5a0d459e846854c \
+    --hash=sha256:3cc6bdeafc743739f809671eb3c8fe9af1701981a43c624d9f5bea1e1409e5c4 \
+    --hash=sha256:4372dbcbd7b1c897c8d7062832468f82af27fa731c7488421ec7f0a882e1580b \
+    --hash=sha256:444564bad257b8923005431d661e347e5360cd686aae67091de3796a465cfec1 \
+    --hash=sha256:483e34a7841dbf3d2863e784a129503cc37a910a05464f2f48ce3e9b2f0fc007 \
+    --hash=sha256:508d3b7cc893b5d889b92702cc7dc4a1c975f59ee8da383054076969e4cb17c3 \
+    --hash=sha256:5135f91841e9df5827faa24f3b2436d4ac8242e74a88a8d47922e31a4383b712 \
+    --hash=sha256:51905921e7c98a11e7551663d263f28a715b14fdda191569fc71ddcde964ce52 \
+    --hash=sha256:6570d07223ea5e4c4c21fece323cc8741b7711d31c6cb3fda8d1a62fa2d5b8d4 \
+    --hash=sha256:691782a911a0696bb1ff644a309f4c6940473ee48d6c5171b13dab96d8cf8ecd \
+    --hash=sha256:6bcdb6039bb55870229ec46784840f1420362e3979c74abdc6a53d1ae95718eb \
+    --hash=sha256:7043480f1459ddd791480e3ea560a1def81dfd6462eab0c9ada54946e72918af \
+    --hash=sha256:743787fd9d1505f55854b333b81b3fa92bf950d988b66a553aaa55c7bfd2f70c \
+    --hash=sha256:75390e6ff6b398a88e0cac4907f785763fc9e476314cbafcfb24553bdbd92d28 \
+    --hash=sha256:794735a62d0a46688d50652876bcb50116c5e912577e9a469ef6ed1aa52b4d7b \
+    --hash=sha256:79caafbd2b1364d4b63c2e7c625cb424c8572b9cedc62b4ac2289cfbdf875487 \
+    --hash=sha256:7fdea3ba73b77c636a30fc74c7f2c4c53ed0fcbf0da13498ff4122c701f10362 \
+    --hash=sha256:80ca5778ce35d1f658741b993a9e7e17457d3f7a854e904aff72354b29990079 \
+    --hash=sha256:8128dfe4a17aef265d5ba2bb5f2f5a0d5fa76e6aca357c71a17da378c1b30ea6 \
+    --hash=sha256:8a5c244a31dd2f2d512c7b306e41e592dcaf9550926a96e05bd3222c6a44dacc \
+    --hash=sha256:8bdef691c6c66a28301cb1f070f633dfbd60ccdca9580df96984325f1f79e803 \
+    --hash=sha256:8d4303987b36ca075cbbe2cff3439ad017f56e1cf2bd936f83b2e6be222ae62f \
+    --hash=sha256:9090c972f3d3ab40fc046913cf51c611345d603c922483e3239633f2cda16a3c \
+    --hash=sha256:9a7af9bf7b992e5098ed9a0c2edf18d19c6acb2ccc77ee1d2da4e7e5d9dc7ddc \
+    --hash=sha256:9dac7ce419ced91f035bd26a86dd49067461547cb9e3b9b1d7c5975b460b650c \
+    --hash=sha256:9e64e332983fb268350abc76119c14da7b0640373a77ecf4f310240c3fdb4b6d \
+    --hash=sha256:a337751b60c9d15eb9865cfaa32caeb6d81497a9fd3dad248ae112765e97c7f1 \
+    --hash=sha256:a34e72d1ae6f71be491b2d44bd10d082d04c9e2e2a04d4774498e965d933b21d \
+    --hash=sha256:a5285b9005d5a3ba41d6f148c957e4df8e37a38ad27835a4ad9c31fe21083149 \
+    --hash=sha256:a7cf3b7ddffbf0b0bb77cb65935561ae48c49b4e6d0db11188279b068c297862 \
+    --hash=sha256:b94bf383735abb90b1a6dc9e89a44f09b84a71a73348be0f01c7c2fb8500fdea \
+    --hash=sha256:bd8de68d176a807fd16b85c3c5639c25bbdc81c203217f9e985e9560357fecd5 \
+    --hash=sha256:bdd153037df79b684a30372395681bd673b562e9d6c5159c3a08bffc38ad8185 \
+    --hash=sha256:c62bd3cc58aa0f6d4cac7012d6e5698cdc23111e3938a809596a5af8459470bd \
+    --hash=sha256:c793706c87ab04b29a58e5bc2c0f53806c257859e9ceb859b2840c5aabe56402 \
+    --hash=sha256:c924a2dea34578eda62e99a95988134ddaf4f66aa3f842ebd0980973b6acad56 \
+    --hash=sha256:ca3d4b70d1fa92e62ab130dec495b470de6e0e56a944cd3c8ea049cb0f137c20 \
+    --hash=sha256:cc03b0dd248faca290bced68a575e41331752bfd5863e3ab126382caa547aa1b \
+    --hash=sha256:cd4c1dee496ad3a811237ff8066084c18cdaa46a046f9e0eeacce107ac29c83c \
+    --hash=sha256:cf66e5bcfba8a183e40485efcfc80329ec75104e22dd02485fe73c0ab9073b19 \
+    --hash=sha256:d541a1a75f08d62b7e0059f77efeff26f2b0829fa0d543e1e1edcce270c78a06 \
+    --hash=sha256:d56348f1a39c8bd872106c4af92faa532fbdd8d66e72c588e9b4dd676ca2dbbd \
+    --hash=sha256:e02c6abbfe777f4d0afdf7726ac30168514c46390b15e12ecf95d873c7b20969 \
+    --hash=sha256:e4eb8b83b848f4ca4b984899acd62b0a60f310cbaa559d83519b7477968392ed \
+    --hash=sha256:ed28787dd00a34b003fe24de4953e15b172058d875279336d4ee5d8f585acc50 \
+    --hash=sha256:effd020411e4669f21d8b9f7f95d2342145ff6a2e32b49eae416fbd733334e53 \
+    --hash=sha256:f8957fa2fd400d1f002dded822b3e667b7941e48107d8d2470e1935a12af9937 \
+    --hash=sha256:fe2736f4cb520c4403f1f6b078ed3ed6f41a6ee8972328082240001853d8639e \
+    --hash=sha256:fe4bdd4e09f52bff46c2f920877a08a26a44d91fdb5fc0be76edb67395440192
     # via feast (pyproject.toml)
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
@@ -742,9 +811,9 @@ cloudpickle==3.1.2 \
     # via
     #   dask
     #   mlflow-skinny
-codeflare-sdk==0.37.0 \
-    --hash=sha256:2106118d9341db7e329da59f296bc635c08e365d4a644013bb9a55ce38c54da5 \
-    --hash=sha256:a5f86b9541a3ef2498bc920465b0e106c4e58bfa2004d14ff177f83761afd469
+codeflare-sdk==0.38.2 \
+    --hash=sha256:4b2b7e005fdf86181b89c9e75f31613ad56d58e3ca068eb24ce450946f7d5548 \
+    --hash=sha256:4e17c7c5f970f21733fc12169cfa13d6198d03374fb0320c62c20712dc9f3ae7
     # via feast (pyproject.toml)
 colorama==0.4.6 \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
@@ -902,149 +971,149 @@ couchbase-columnar==1.0.0 \
     --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \
     --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38
     # via feast (pyproject.toml)
-coverage[toml]==7.14.3 \
-    --hash=sha256:0096fd7559178f0cc9cf088f2dbd2a02ef85bacaa69732c633517286b4494610 \
-    --hash=sha256:02c41de2a88011b893050fc9830267d927a50a215f7ad5ec17349db7090ccf26 \
-    --hash=sha256:0423d64c013057a06e70f070f073cec4b0cbc7d2b27f3c7007292f2ff1d52965 \
-    --hash=sha256:0ee68f5c34812780f3a7063382c0a9fcbb99985b7ddcdcaa626e4f3fb2e0783a \
-    --hash=sha256:11a7ec9f97ab950f4c5af62229befc7faf208fdbc0116d3902d7e306cf2c5abd \
-    --hash=sha256:1551b4caac3e3ec9f2bfcec6bf3776e01c0edbdd2e240431a50ca1a1aac72c27 \
-    --hash=sha256:16b206e521feb8b7133a45754643dead0538489cf8b783b90cf5f4e3299625fd \
-    --hash=sha256:1a7563a443f3d53fdeb040ec8c9f7466aed7ca3dc5891aa09d3ca3625fa4387f \
-    --hash=sha256:1bb93c2aa61d2a5b38f1526546d95cf4132cb681e541a337bf8dfd092be816e5 \
-    --hash=sha256:1e3b91f9c4740aeb571ecf82e5e8d8e4ab62d34fcb5a5d4e5baa38c6f7d2857c \
-    --hash=sha256:2415902f385a23dcc4ccd26e0ba803249a169af6a930c003a4c715eeb9a5444e \
-    --hash=sha256:27d07a46500ba23515b838dbcf52512026af04090755cf6cc64166d88c9b9a1a \
-    --hash=sha256:2bfc4dd0a912329eccc7484a7d0b2a38032b38c40663b1e1ac595f10c457954b \
-    --hash=sha256:2e41fd3aab806770008279a93879b0924b16247e09ab537c043d08bbca53b4ab \
-    --hash=sha256:338b19131ab1a6b767b462bfcbaa692e7ae22f24463e39d49b02a83410ff6b37 \
-    --hash=sha256:360bec1f58e7243e3405d3bdf7a1a8115aa9b448d54dc7cd6f7b7e0e9406b62e \
-    --hash=sha256:39e1dbbb6ff2c338e0196a482558a792a1de3aa64261196f5cdb3da016ad9cda \
-    --hash=sha256:3c68df8e61f1e09633fefc7538297145623957a048534368c9d212782aa5e845 \
-    --hash=sha256:3d74ff26299c4879ce3a4d826f9d3d4d556fd285fde7bbce3c0ef5a8ab1cec24 \
-    --hash=sha256:3e5b550a128419373c2f6cec28a244207013ef15f5cbcff6a5ca09d1dfaaf027 \
-    --hash=sha256:41de778bd41780586e2b04912079c73089ab5d839624e28db3bdb26de638da92 \
-    --hash=sha256:47968988b367990ae4ab17523790c38cd125e02c6bfd379b6022be2d40bdc38c \
-    --hash=sha256:4b60ca6d8af70473491a15a343cbabab2e8f9ea66a4376e81c7aa24876a6f977 \
-    --hash=sha256:4d310baf69a4fbe8a098ce727e4808a34866ac718a6f759ae659cbd3221358bc \
-    --hash=sha256:526ce9721116af23b1065089f0b75046fe521e7772ab94b641cd66b7a0421889 \
-    --hash=sha256:583d50d59142f8549470bd6390471d0fe8b8c8d69d6a0f28ac71e05380cef640 \
-    --hash=sha256:5952f8c1bda2a5347154450379316e6dfa4d934d62ca35f6784451e6f55074fb \
-    --hash=sha256:5d788e5fd55347eef06ca0732c77d04a264de67e8ff24631270cdff3767a60cf \
-    --hash=sha256:605ab2b566a22bd94834529d66d295c364aba84afd3e5498285c7a524017b1fc \
-    --hash=sha256:611e62cb9386096d81b63e0a05330750268617231e7bd598e1fe77482a2c58a5 \
-    --hash=sha256:6197e5a00183c11a8ce7c6abd18be1a9189fd8399084ffc95196f4f0db4f2137 \
-    --hash=sha256:621e13c6108234d7960aaf5762ab5c3c00f33c30c15af06dcbff0c73bf112727 \
-    --hash=sha256:62c7f79db2851c95ef020e5d28b97afde3daf9f7febcd35b53e05638f729063f \
-    --hash=sha256:64b2055bb6e0dc945af35cdeceb3633e6ed9273475ef3af85592410fd6803803 \
-    --hash=sha256:68520c90babfa2d560eca6d497921ed3a4f469623bd709733124491b2aa8ef3f \
-    --hash=sha256:69918344541ed9c8368566c2adc03c0e33d4550d7faa87d1b35e49b6a3286ea9 \
-    --hash=sha256:6a3693b4153394d265f44fb855fdc80e72403024d4d6f91c4871b334d028e4e0 \
-    --hash=sha256:74fdd718d88fe144f4579b8747873a07ec3f04cb837d5faec5a25d9e22fa31a8 \
-    --hash=sha256:7b27c822a8161afbe48e99f1adfb098d270ae7e0f7d7b0555ce110529bdb69cc \
-    --hash=sha256:7dfe427045520d6abca33687dfef767b4f635015893a1816c5decb12eb72ce18 \
-    --hash=sha256:7ea52fc08f007bcc494d4bb3df3851e95843d881860ba38fe2c64dc100db5e7d \
-    --hash=sha256:830c1fca669c572dec37ce9c838224ee45aac5be0f6961edf871e82e49d6537c \
-    --hash=sha256:8427f370ca67db4c975d2a26acfc0e5783ca0b52444dbc50278ace0f35445949 \
-    --hash=sha256:878832eaac515b62decfa76965aed558775f86bf1fc8cca76993c0c84ae31aed \
-    --hash=sha256:8ac012839ff7e396030f1e94e10553a431d14e4de2ab65cb3acb72bbd5628ca2 \
-    --hash=sha256:8cec0ad652ec57790970d817490105bd917d783c2f7b38d6b58a0ca312e1a336 \
-    --hash=sha256:8cf0f2509acb4619e2471a1951089054dd58ebea7a912066d2ea56dd4c24ca4a \
-    --hash=sha256:90f7608aeb5d9b60b523b9fb2a4ee1973867cc4865a3f26fe6c7577073b70205 \
-    --hash=sha256:92c22e19ce64ca3f2ad751f16f14df1468b4c231bd6af97185063a9c292a0cb3 \
-    --hash=sha256:96150a9cf3468ea20f0bc5d0e21b3df8972c31480ef90fa7614b773cc6429665 \
-    --hash=sha256:98a0859b0e98e43e1178a9402e19c8127766b14f7109a374d976e5a62c0e5c73 \
-    --hash=sha256:9973ef2463f8e6cfb61a6324126bb3e17d67a85f22f58d856e583ea2e3ca6501 \
-    --hash=sha256:9a3f142070eb7b82fc4085a55d887396f9c4e21250bccebe2ba22502c45b9647 \
-    --hash=sha256:9be4e7d4c5ca0427889f8f9d614bd630c2be741b1de7699bca3b2b6c0e41003e \
-    --hash=sha256:a090cbf9521e78ffdb2fcf448b72902afe9f5923ff6a12d5c0d0120200348af9 \
-    --hash=sha256:a2335ea5fed26af2e831094964fa3f8fae60b45f7e37fcc2d3b615b2add3ad87 \
-    --hash=sha256:a3c2134809e80fac091bfed18a6991b5a5eb5df5ae32b17ac4f4f99864b73dd7 \
-    --hash=sha256:a571bd889cd36c5922ce8e42e059f9d37d02301531d11374afa4c87a578625d5 \
-    --hash=sha256:a574912f3bde4b0619f6e97d01aa590b70998859244793769eb3a6df78ee56d3 \
-    --hash=sha256:a64caee2193563601dbaaa55fe2dcf597debef04a2f8f1fa8a07aa4bb7ac7a1e \
-    --hash=sha256:ac082660de8f429ba0ea363595abb838998570b9a7546777c60f413ab902bbde \
-    --hash=sha256:b3d77f7f196abdef7e01415de1bce09f216189e83e58159cfeef2b92d0464994 \
-    --hash=sha256:b3ff255799f5a1676c71c1c32ec01fd043aa09d57b3d95764b24992757184784 \
-    --hash=sha256:b488bd4b23397db62e7a9459129d01ff06a846582a732efd24834b24a6ada498 \
-    --hash=sha256:b75ee850fc2d7c831e883220c445b035f2224de2ba6103f1e56dbd237ab913f7 \
-    --hash=sha256:b7f300ac92cd4b570724c8ffbbd0c130fee298d2447f41d5a3abf58976fae1de \
-    --hash=sha256:beaab199b9e5ceaf5a225e16a9d4df136f2a1eae0a5c20de1e277c8a5225f388 \
-    --hash=sha256:c02efd507227bde9969cab0db8f48890eb3b5dcad6afac57a4792df4133543ce \
-    --hash=sha256:c66f9f9d4f1e9712eb9b1de5310f881d4e2188cfcba5065e1a8490f38687f2c4 \
-    --hash=sha256:c90a7cdd5e380e1ce02f19792e2ac2fbfbf177e35a27e69fd3e873b30d895c0c \
-    --hash=sha256:c946099774a7699de03cbd0ff0a64e21aed4525eed9d959adde4afe6d15758ef \
-    --hash=sha256:cc96aa922e21d4bc5d5ed3c915cef27dfcbc13686f47d5e378d647fbfba655a2 \
-    --hash=sha256:d20a15c622194234161535459affa8f7905830391c9ccfa060d495dbfe3a1c7f \
-    --hash=sha256:d48400185564042287dc487c1f016a3397f18ab4f4c5d5ec36edc218f7ffa35b \
-    --hash=sha256:d8e88f335544a47e22ae2e45b344772925ec65166555c958720d5ed971880891 \
-    --hash=sha256:dc9b4e35e7c3920e925ba7f14886fd5fbe481232754624e832ddba66c7535635 \
-    --hash=sha256:de76caefc8deabb0dd1678b6a980be97d14c8d87e213ac194dbf8b09e96d63fb \
-    --hash=sha256:e0bb8a6bc7015efdf8a928753b25da1b9ca2d6f24ef04d2ee0688e486f32aae7 \
-    --hash=sha256:e343fb086c9cd780b38622fea7c369acd64c1a0724312149b5d769c387a2b1f5 \
-    --hash=sha256:e4ed44705ca4bead6fc977a8b741f2145608289b33c8a9b42a95d0f15aedbf4d \
-    --hash=sha256:e574801e1d643561594aa021206c46d80b257e9853087090ba97bed8b0a509d3 \
-    --hash=sha256:e6230e688c7c3e65cedd41a774eb4ec221adc6bfee13768231015b702d5e4150 \
-    --hash=sha256:ea3169c7116eb6cdf7608c6c7da9ecfcb3da40688e3a510fac2d1d2bafd6dc35 \
-    --hash=sha256:eadea7aba74e40adee867a8c0eec17b820b061d308a4b014f7a0e118c2b0aa61 \
-    --hash=sha256:ed68faa5e85de2f3e400bc3f122e5c82735a58c8bb24b9f63a2215954ba17b2d \
-    --hash=sha256:f0a47095963cfe054e0df178daca95aec21e680d6076da807c3add28dfe920f7 \
-    --hash=sha256:f502e948e03e866538048bba081c075caaa62e5bda6ea5b7432e45f587eb462a \
-    --hash=sha256:f82b6bb7d75a2613e85d07cefa3a8c973d0544a8993337f6e2728e4a1e94c305 \
-    --hash=sha256:fa9e5c6857a7e80fa22ace5cf3550ae392bbfc322f1d8dd2d2d5a8be38cec027 \
-    --hash=sha256:fb7e18afb6e903c1a92401a2f0501ac277dca527bb9ca6fe1f691a8a0026a0e8 \
-    --hash=sha256:fbb8c3a98e779013786ae01d229662aeacbc77100efbd3f2f245219ace5af700
+coverage[toml]==7.15.2 \
+    --hash=sha256:075560438765b7a2ef43bf7aa7758661b53d889df47f062a31bda6c1ade553a2 \
+    --hash=sha256:0901cfe6c13bcd2302da4f83e884555d2a22bda6e4c476f09ef204ba20ca536e \
+    --hash=sha256:094dd37f3ef7b2da8b068b583d1f4c40f91c65197e16c52a71962d5d537fc5db \
+    --hash=sha256:09f5c6ec5901f667bd97dd140b5b9a2586b10efec66f46fb1e6d8135f8b95bdf \
+    --hash=sha256:0e55510bc98ae943cece9e667a6c0fe94c6a92913720dea34243657a17993d0c \
+    --hash=sha256:1121caa19159a38b5463eaae4b1e1fde81e525b15ecc5e000cd5b1a108f743a8 \
+    --hash=sha256:1268ac8fb9ddcd783d3948dbabaf80a5d53bfdaa0575e873e2139a692f797443 \
+    --hash=sha256:1473b3ba8e7ee0f076117b1a72c23f579a2b9e2bb742f48a8d86ea27ca93f91a \
+    --hash=sha256:17c432b5f73ad52ef46fb06019f6fa7c66ce381961cf0f7dfd1d3a4bd3a98145 \
+    --hash=sha256:1adac78e5abc7c5438f7a209c9ca69d06542f0bf481d728b6989ea80b813fdf9 \
+    --hash=sha256:1cd7a5beb7af3e864a13b1f0fb26efd3695da43ef0daf71e586adfffaf34d5b2 \
+    --hash=sha256:1d16e3a7104ea84f03e614611b3edbf6fb6892554b3ab0fe7fbb3f2b2ef04376 \
+    --hash=sha256:25fd15dd40a0a2c51a500d664ca29053c09c3259d998407bf982b6e114696138 \
+    --hash=sha256:2617f8799d268fabdeef42a7e89ac3a23e1deee9025427db2df970f99a89a578 \
+    --hash=sha256:26c3b04a6377fd7c09800921fa934e3a17c0020439cd59df73e73ae1d4b6a78c \
+    --hash=sha256:29c052f7c83ccfcc5c577eaae025d2e4a9bb80daf03c0ac31c996e83b000ce88 \
+    --hash=sha256:2f1ec6f304b156669cfde653b4e9a953f5de87e247ea02ac599bce0ab2744036 \
+    --hash=sha256:2fbeeeecea279727f8ac16c8e1133ddfeee793e985c86ae343d6a5ce744eef8c \
+    --hash=sha256:2ff08701be2d1556fc78b326c80a3e8042da09352ecb3819105f8e386c8a3071 \
+    --hash=sha256:38c9518b7103826c403a461544e3c2e77151e8676d06eaed85911a97e962584a \
+    --hash=sha256:3df60dc267f0a2ca23cb7a9ab1109c62b9335ffbf519fcfe167157c28c09b81d \
+    --hash=sha256:3ed010aa1b69cda8e827aabfca9866216c980e2dca82ab9a78c5f83689964c8b \
+    --hash=sha256:40f633c5c5fc783732f6312280122e859538fa24461235597c13d803ea9a108a \
+    --hash=sha256:42ec3d989421b174a2ab607c1539f24127ad362757b7f1c0c0d7a2993f7eb37b \
+    --hash=sha256:434e68d531858205895eb0d74b73d20b84260de426387d53c422a5acda2cf050 \
+    --hash=sha256:44826758cfe73fcd0e6af5deb4ba6d5417cc1d13df3acb35c93484a11160f846 \
+    --hash=sha256:4510fb9cdf6bb02dfa6af0be4a534b8102d086e22e4a33f8836df663da3d660d \
+    --hash=sha256:48ccc6395958eda89093ecdc35644c86f23a8b23a7f4d44958812b721aad67c1 \
+    --hash=sha256:4d3361879d736f469f45723c11ea1a5bbdaf1f6928f0e632c940378b5aa9b660 \
+    --hash=sha256:582edc45c2040543fef83341be23c43024a3ab3ae0c2d8bc498a06282905ad40 \
+    --hash=sha256:63022c4c8dec1d0342f05c3ede99842fe3d007689acc45e86f123a1746e4a026 \
+    --hash=sha256:67d7602480a47bdf5b675635403625553ebaa70d5a62a657c035149fd401cea0 \
+    --hash=sha256:68af907f595ab01a78f794932ff3bdf929c316d3000810d38dbc247129e26f8b \
+    --hash=sha256:6aa28cfb6488e5453b5b762d65f73aa586380f6693a04d58078ce228a29b06c0 \
+    --hash=sha256:6c0be82b4d4aa5b2704e08518e2252f3e3d110164bcca826816801052e48a7aa \
+    --hash=sha256:6f6966fc30e6f06ca8f98fb0ce51eda6b111b3ee8d066a8b1ec9e77fa06ab55d \
+    --hash=sha256:6fc448c377d6eeb00a47c673494bd9bae29280ca53987e1869e67ebedfe20658 \
+    --hash=sha256:728a33676d4c3f0db977990a4bd421dcaa3be3e53b5b6273036fff6666008e89 \
+    --hash=sha256:7466cc7ab6dc0db871d264bf99e8779f0917ee63d40730af0552f71535a6e072 \
+    --hash=sha256:77f091ea3a9cc611cd29f433565476bc1936c084ac8eee00ea0e7e70c27e4199 \
+    --hash=sha256:77f0ef5011df53a4bd1b35211ab122287f8d9b8d7aa1c4553e5c2deb24b1d446 \
+    --hash=sha256:7c63387e21ab21f512c69c9756a8c7dadd322c7275edb064064433c9a09c3743 \
+    --hash=sha256:7d29ca7bd67af6e12e74632d65f026eabc1364da5c254494cd914446a28a3ef7 \
+    --hash=sha256:7dc2950a2992cd676d35c20ae63522836deeb034f08874699d14068710af3dc1 \
+    --hash=sha256:7e8f27131dc7cd53de2c137dd207b3720919320b3c20d499dc30aa9ee6173287 \
+    --hash=sha256:81f382c5a94b434ec1f6da607edb904c76d7212e618cd4d1bc9f97bed4120ef5 \
+    --hash=sha256:835ec4e20b45f0a7f63ed78f94065aca00de033403df8377bfe8b9c6abc0a7be \
+    --hash=sha256:8bb9f4b4279187560796a4cdaca3b0a93dd97e48ee667df005f4ed9a97403688 \
+    --hash=sha256:8c726b232659cbd2ae57ade46509eb068c9bd7a06df9fcbff6fe484870006934 \
+    --hash=sha256:913b6c56e110da40e035bbd168353bf7aaa2544a5eaccea5d98a4629aac156c7 \
+    --hash=sha256:97a5c5457a9fb1d6c4e06cfb5dc835871fbfb6a6a51addc9e925bdeff5ef7440 \
+    --hash=sha256:9854ca62c152874b2060772503535be2e8f53f70b8aaa7686b094888d872f984 \
+    --hash=sha256:9911f31aad8906abe337c271343485cf20df5e70df5d2f57f9f136e7b55f26bc \
+    --hash=sha256:9b5bd92ff1ec22e535eab0de75fa6db021992791f461a2aceb7822c625a1187d \
+    --hash=sha256:9deddf09eecb717b7f980414b43d90a5b22ff3967d2949ab29cb0aa83d9e9098 \
+    --hash=sha256:9e36686f7a442185db2400b3df171aac520869faf9deb59df687d28659eda2a6 \
+    --hash=sha256:9f4432898c4bf2fba0435bbe35dd4437d7264565e5a88a21f5b49d8662a6b629 \
+    --hash=sha256:a0f47002c6eeb7c280228467a4cb0cc15ca2103a8421b986b2d3ec04a0f9bd8b \
+    --hash=sha256:a164b50081fc7357331c4024ef4d17b78ba325f8380d05f5a69599a7e05257ee \
+    --hash=sha256:a29ec5305a7335aacee2d799e3422e91e1c8a12474986e2b3b07e315c91be82f \
+    --hash=sha256:a300c6934e0989c327b9e8a1e110329da4641149f872bbe9f70168be66da76c1 \
+    --hash=sha256:a4c46b247b5d4b78f613bd89fea926d32b25c6cc61a50bd1e99ba310348f3dad \
+    --hash=sha256:a638db90c61cd219aeee65e83a24fdaa57269a741ae0cf773309208ac862cee3 \
+    --hash=sha256:a63b9e190711134d581c4d703df5df09851b1acf99792c7aacbbe9f41f0283c9 \
+    --hash=sha256:aaccad4129d735a8a4d526f26929894c9a4e8ef7034566f210b176749d6906e3 \
+    --hash=sha256:ae901f7e55ba405c84ee1cab3d3e962e4e871e4a2bcb9c90911adbd69b42ac5a \
+    --hash=sha256:afa29e2eff3d5729267e2cb2fd4ce9d61c952932fb2694e34ccb5d9540c6a296 \
+    --hash=sha256:affd532502d34c0472d0cdb181325c89f1d2c44992fef0c17e88e7b1576259a1 \
+    --hash=sha256:b171bdd71cb7ff792bf32e376173b0ace7e7963e7e57c58dfc42063a6a7174cd \
+    --hash=sha256:b868acc62aa5de3be7a9d05c2333bf8359ca987e43f9cb30ff8fbda6a024ab73 \
+    --hash=sha256:b9a6367e4aff723e8ee8190836836124284e8fcd4265e307c844010cfa074f3f \
+    --hash=sha256:bbc808daf4f5cd567af8075ecc72d21c6dfef9a254709a621a84c217c935ebc0 \
+    --hash=sha256:bbf44513ceb1589e31948e20eafbde9deaface90e1a1afa5f5f77b4423d17ce6 \
+    --hash=sha256:bcc0aae933921d03096f53b0b03eeb702129fd406dee59f08d2efacc68681fa5 \
+    --hash=sha256:bfd341ccf78128e72c094bc70cc25b3ef309c33c7c2c66ba3ed4309549e02de1 \
+    --hash=sha256:c6a98d698f9e2c8008d0370ec7fc452ebfcc530002ae2d0061170d768b992589 \
+    --hash=sha256:cb0fddaa6884be6aae36ced9544b5e90f7d5f03845a2853bf47a14953a4e8688 \
+    --hash=sha256:cee0f89f4767a6057c8fbf168f8135f18be651300496086bd873e3189fed0487 \
+    --hash=sha256:d17d7512151fedfcc64c1821a8977fc9be0dbf495754669afcab7b57abc98ae9 \
+    --hash=sha256:d46e62cb35d91e6e2589fda6d28074426b0e276422b5d2ebef2c6b11dc60dbfd \
+    --hash=sha256:d50dd325e18ec25bfcc10cd7f99b04df1ab9ec76b0918c260e60817ad0643dee \
+    --hash=sha256:db9c8438057e5b0f6a22a0af99c0c1d26b57fbbdbd1be5861ddb8f897fcc3a2d \
+    --hash=sha256:dee88b1ed88587abd8c0269a1fc1f4cc77f7750d1dfde2869e2a123af420e67d \
+    --hash=sha256:dfd3db045e95960ae3683059571e597fda7cc610106a8916f77c5839048c1deb \
+    --hash=sha256:e26ff680768b8095e8874aabe0e9d3a47a2a9f176a8340d05f8604c56457c23a \
+    --hash=sha256:e370c12133095ff18432de8c044962be85a5a96d90c6fcbce8e17e76236d2328 \
+    --hash=sha256:e38def96ad59853824c97953fdcd2c320a84ba3ce99b417db78af8bb6c3db635 \
+    --hash=sha256:e8f91bce78e32343af184c3b7fa28fcf5a9e2641f4b6623d392038f804939188 \
+    --hash=sha256:eb6bcae8d1a9d305351ecb108232441d11c5cfe9de840a04388ba5d2db8d735c \
+    --hash=sha256:f653e5d7248c1191ec988a85c72edeab46c3ff44f90639a4ed4874ec0be90243 \
+    --hash=sha256:fe41909c9515c3bfdb5f02c4d1f857dba322d9a9a1178069b91eea77889df63a
     # via pytest-cov
-cryptography==46.0.7 \
-    --hash=sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65 \
-    --hash=sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832 \
-    --hash=sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067 \
-    --hash=sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de \
-    --hash=sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4 \
-    --hash=sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0 \
-    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b \
-    --hash=sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968 \
-    --hash=sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef \
-    --hash=sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b \
-    --hash=sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4 \
-    --hash=sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3 \
-    --hash=sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308 \
-    --hash=sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e \
-    --hash=sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163 \
-    --hash=sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f \
-    --hash=sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee \
-    --hash=sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77 \
-    --hash=sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85 \
-    --hash=sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99 \
-    --hash=sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7 \
-    --hash=sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83 \
-    --hash=sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85 \
-    --hash=sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006 \
-    --hash=sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb \
-    --hash=sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e \
-    --hash=sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba \
-    --hash=sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325 \
-    --hash=sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d \
-    --hash=sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1 \
-    --hash=sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1 \
-    --hash=sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2 \
-    --hash=sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0 \
-    --hash=sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455 \
-    --hash=sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842 \
-    --hash=sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457 \
-    --hash=sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15 \
-    --hash=sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2 \
-    --hash=sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c \
-    --hash=sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb \
-    --hash=sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5 \
-    --hash=sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4 \
-    --hash=sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902 \
-    --hash=sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246 \
-    --hash=sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022 \
-    --hash=sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f \
-    --hash=sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e \
-    --hash=sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298 \
-    --hash=sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce
+cryptography==48.0.1 \
+    --hash=sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a \
+    --hash=sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02 \
+    --hash=sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471 \
+    --hash=sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f \
+    --hash=sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa \
+    --hash=sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a \
+    --hash=sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1 \
+    --hash=sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225 \
+    --hash=sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92 \
+    --hash=sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6 \
+    --hash=sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24 \
+    --hash=sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1 \
+    --hash=sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f \
+    --hash=sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72 \
+    --hash=sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6 \
+    --hash=sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8 \
+    --hash=sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577 \
+    --hash=sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67 \
+    --hash=sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a \
+    --hash=sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429 \
+    --hash=sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1 \
+    --hash=sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd \
+    --hash=sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9 \
+    --hash=sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265 \
+    --hash=sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a \
+    --hash=sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475 \
+    --hash=sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d \
+    --hash=sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3 \
+    --hash=sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c \
+    --hash=sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1 \
+    --hash=sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac \
+    --hash=sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6 \
+    --hash=sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2 \
+    --hash=sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08 \
+    --hash=sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c \
+    --hash=sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b \
+    --hash=sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401 \
+    --hash=sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158 \
+    --hash=sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8 \
+    --hash=sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9 \
+    --hash=sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411 \
+    --hash=sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4 \
+    --hash=sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991 \
+    --hash=sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17 \
+    --hash=sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242 \
+    --hash=sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691 \
+    --hash=sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41 \
+    --hash=sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345 \
+    --hash=sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46
     # via
     #   feast (pyproject.toml)
     #   azure-identity
@@ -1067,29 +1136,29 @@ cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
     --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
     # via matplotlib
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-databricks-sdk==0.118.0 \
-    --hash=sha256:7931c7147315902e4347863074c2e2bc1d389338e15d1b60bbf49bc5ebabcbe0 \
-    --hash=sha256:cd049b7a9612d957e53d842631800f1974406fc3bec78bc51d429387046a0287
+databricks-sdk==0.122.0 \
+    --hash=sha256:7d998ec47f580be6be1cfe066be78038054767575b7437af5e4f76b67dde49c2 \
+    --hash=sha256:eb11be13f0c02fc4ffc6e2672ad47478ce26ac4b310bd26916af8ba56e374e98
     # via
     #   mlflow-skinny
     #   mlflow-tracing
-datasets==5.0.0 \
-    --hash=sha256:7dd34927a0fd7046e98aad5cb9430e699c373238a15befa7b9bf22b991a7fee6 \
-    --hash=sha256:83dbbbdb07a33b82192b8c419deb18739b138ee2ce1a322d55ce6b100954ec1a
+datasets==5.0.1 \
+    --hash=sha256:9fbf73688f8c18f7529b4fe592abd04015f81d1e58001e4bac73ffb2b39d7cc4 \
+    --hash=sha256:ce22bb851efd7494f08aad33b940803784434f6e77763d00679a0dc45fcf686a
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
-dbt-artifacts-parser==0.13.2 \
-    --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \
-    --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4
+dbt-artifacts-parser==0.14.0 \
+    --hash=sha256:c4da799afa80a3c2c6c7e51c3b5d2681be9fdd53174b3909a3ce71cfb43d5148 \
+    --hash=sha256:e983510193cacaf6e6152e41cccfafc6cece592899f306f3143dc2f8b15ea394
     # via feast (pyproject.toml)
 debugpy==1.8.21 \
     --hash=sha256:0042da0ecd0a8b50dc4a54395ecd870d258d73fa18776f50c91fdcabdcad2675 \
@@ -1167,9 +1236,9 @@ dnspython==2.8.0 \
     # via
     #   feast (pyproject.toml)
     #   pymongo
-docker==7.1.0 \
-    --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \
-    --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0
+docker==7.2.0 \
+    --hash=sha256:a3f45fdeb9165e2d25d9a1d02ddf3bc70fb572cf5ebbf9b58558c22caf29b71f \
+    --hash=sha256:cebb93773d334f778e023a7ee352a8d6e13ab1bd3b863a4d4a59dec897df43ac
     # via
     #   mlflow
     #   testcontainers
@@ -1177,9 +1246,9 @@ docling==2.27.0 \
     --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \
     --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d
     # via feast (pyproject.toml)
-docling-core[chunking]==2.83.1 \
-    --hash=sha256:154db6d6be5ac0bc0affa272a39e81346dc953ea7ce5cd6f20809cc5272499c6 \
-    --hash=sha256:e09ce91d18522bb161b45ca79b9bd2c94f0b38ca744a1f8605f3e1d9bff26902
+docling-core[chunking]==2.84.0 \
+    --hash=sha256:2aee881b94138234c703298066b5ed94999490323ae6a29cbe5110f9248b83dd \
+    --hash=sha256:331035d5032be683a6d66d476146652491d2c75e4562e04da3f1a8d989d74bfc
     # via
     #   docling
     #   docling-ibm-models
@@ -1221,42 +1290,42 @@ docutils==0.19 \
     --hash=sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6 \
     --hash=sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -1320,9 +1389,9 @@ faiss-cpu==1.10.0 \
     # via
     #   feast (pyproject.toml)
     #   milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -1331,13 +1400,13 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-fastjsonschema==2.21.2 \
-    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463 \
-    --hash=sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de
+fastjsonschema==2.22.1 \
+    --hash=sha256:0b83d1ce8d7845b959dcb20e1a5c3c8883b6541d9c52ab02cce5166b75ec805f \
+    --hash=sha256:cf377ff5c9a6f4f3125fb35f75a2c5767bd824ffbcf62c209a93cd48d1453999
     # via nbformat
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via
     #   datasets
     #   huggingface-hub
@@ -1550,9 +1619,9 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec[http]==2026.4.0 \
-    --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \
-    --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4
+fsspec[http]==2026.6.0 \
+    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
+    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1571,13 +1640,13 @@ gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
     # via gitpython
-gitpython==3.1.50 \
-    --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \
-    --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9
+gitpython==3.1.57 \
+    --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
+    --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
     # via mlflow-skinny
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -1588,9 +1657,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-storage
     #   opencensus
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   databricks-sdk
     #   google-api-core
@@ -1609,9 +1678,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -1619,9 +1688,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -1631,9 +1700,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -1713,58 +1782,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1791,9 +1860,9 @@ grpcio-reflection==1.81.1 \
     --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
     --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 grpcio-testing==1.81.1 \
     --hash=sha256:69792db25781cefd2479d12285ca6bebe589e2aa1d64b4b8d18cf35f58c6b810 \
@@ -1864,45 +1933,38 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
-h2==4.3.0 \
-    --hash=sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1 \
-    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
+h2==4.4.0 \
+    --hash=sha256:46b551bdcdc7e83cf5c04d0bf93badb8a939bd2287d9fee1abb23a445b9e0580 \
+    --hash=sha256:6acffe1aeab79098d7eb0f8385c1add11f2c7a94815f6fa2b7060eeddee3d87c
     # via httpx
 happybase==1.3.0 \
     --hash=sha256:43b6275d2865fc1364680a03f085491cd85d8b84db3c5aa94d25186685dfd87e \
     --hash=sha256:f2644cf1ef9d662fbe6f709fcfd66bf13e949f3efd4745a3230cf5f904fb7839
     # via feast (pyproject.toml)
-hazelcast-python-client==5.6.0 \
-    --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \
-    --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c
+hazelcast-python-client==5.7.0 \
+    --hash=sha256:6a218295af38730bd1781a6b2fefbf24851f1d6abb472f0bfe927a281b3f83b7 \
+    --hash=sha256:79e7c6e77453e53af29bb2454504e1b8d3a422527813116ee44379c18ee9849f
     # via feast (pyproject.toml)
-hf-xet==1.5.1 \
-    --hash=sha256:0c97106032ef70467b4f6bc2d0ccc266d7613ee076afc56516c502f87ce1c4a6 \
-    --hash=sha256:3474760d10e3bb6f92ff3f024fcb00c0b3e4001e9b035c7483e49a5dd17aa70f \
-    --hash=sha256:4f561cbbb92f80960772059864b7fb07eae879adde1b2e781ec6f86f6ac26c59 \
-    --hash=sha256:51ef4500dab3764b41135ee1381a4b62ce56fc54d4c92b719b59e597d6df5bf6 \
-    --hash=sha256:6071d5ccb4d8d2cbd5fea5cc798da4f0ba3f44e25369591c4e89a4987050e61d \
-    --hash=sha256:6208adb15d192b90e4c2ad2a27ed864359b2cb0f2494eb6d7c7f3699ac02e2bf \
-    --hash=sha256:6762d89b9e3267dfd502b29b2a327b4525f33b17e7b509a78d94e2151a30ce30 \
-    --hash=sha256:6abd35c3221eff63836618ddfb954dcf84798603f71d8e33e3ed7b04acfdbe6e \
-    --hash=sha256:6f7a04a8ad962422e225bc49fbbac99dc1806764b1f3e54dbd154bffa7593947 \
-    --hash=sha256:8298485c1e36e7e67cbd01eeb1376619b7af43d4f1ec245caae306f890a8a32d \
-    --hash=sha256:892e3a3a3aecc12aded8b93cf4f9cd059282c7de0732f7d55026f3abdf474350 \
-    --hash=sha256:93d090b57b211133f6c0dab0205ef5cb6d89162979ba75a74845045cc3063b8e \
-    --hash=sha256:94e761bbd266bf4c03cee73753916062665ce8365aa40ed321f45afcb934b41e \
-    --hash=sha256:97f212a88d14bbf573619a74b7fecb238de77d08fc702e54dec6f78276ca3283 \
-    --hash=sha256:a93df2039190502835b1db8cd7e178b0b7b889fe9ab51299d5ced26e0dd879a4 \
-    --hash=sha256:bf67e6ed10260cef62e852789dc91ebb03f382d5bdc4b1dbeb64763ea275e7d6 \
-    --hash=sha256:c6b6cd08ca095058780b50b8ce4d6cbf6787bcf27841705d58a9d32246e3e47a \
-    --hash=sha256:d48199c2bf4f8df0adc55d31d1368b6ec0e4d4f45bc86b08038089c23db0bed8 \
-    --hash=sha256:dbf48c0d02cf0b2e568944330c60d9120c272dabe013bd892d48e25bc6797577 \
-    --hash=sha256:e1af0de8ca6f190d4294a28b88023db64a1e2d1d719cab044baf75bec569e7a9 \
-    --hash=sha256:e78e4e5192ad2b674c2e1160b651cb9134db974f8ae1835bdfbfb0166b894a43 \
-    --hash=sha256:e7dbb40617410f432182d918e37c12303fe6700fd6aa6c5964e30a535a4461d6 \
-    --hash=sha256:f4ad3ebd4c32dd2b27099d69dc7b2df821e30767e46fb6ee6a0713778243b8ff \
-    --hash=sha256:f61e3665892a6c8c5e765395838b8ddf36185da835253d4bc4509a81e49fb342 \
-    --hash=sha256:f7b3002f95d1c13e24bcb4537baa8f0eb3838957067c91bb4959bc004a6435f5
+hf-xet==1.5.2 \
+    --hash=sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed \
+    --hash=sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d \
+    --hash=sha256:4a5ecb9cda8512ba2aa8ee5d37c87a1422992165892d653098c7b90247481c3b \
+    --hash=sha256:580e59e29bf37aece1f2b68537de1e3fb04f43a23d910dcf6f128280b5bfbba4 \
+    --hash=sha256:6395cfe3c9cbead4f16b31808b0e67eac428b66c656f856e99636adaddea878f \
+    --hash=sha256:73044bd31bae33c984af832d19c752a0dffb67518fee9ddbd91d616e1101cf47 \
+    --hash=sha256:7db73c810500c54c6760be8c39d4b2e476974de85424c50063efc22fdda13025 \
+    --hash=sha256:8764488197c1d7b1378c8438c18d2eea902e150dbca0b0f0d2d32603fb9b5576 \
+    --hash=sha256:8d7446f72abbf7e01ca5ff131786bc2e74a56393462c17a6bf1e303fbab81db4 \
+    --hash=sha256:bee28c619622d36968056532fd49cf2b35ca75099b1d616c31a618a893491380 \
+    --hash=sha256:cde8cd167126bb6109b2ceb19b844433a4988643e8f3e01dd9dd0e4a34535097 \
+    --hash=sha256:d6f9c58549407b84b9a5383afd68db0acc42345326a3159990b36a5ca8a20e4e \
+    --hash=sha256:db78c39c83d6279daddc98e2238f373ab8980685556d42472b4ec51abcf03e8c \
+    --hash=sha256:e396ab0faf6298199ad7a95305c3ca8498cb825978a6485be6d00587ee4ec577 \
+    --hash=sha256:ecf63d1cb69a9a7319910f8f83fcf9b46e7a32dfcf4b8f8eeddb55f647306e65 \
+    --hash=sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799 \
+    --hash=sha256:fd3add255549e8ef58fa35b2e42dc016961c050600444e7d77d030ba6b57120e
     # via huggingface-hub
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -2018,14 +2080,18 @@ hiredis==3.4.0 \
     --hash=sha256:ff28eca77a57751488df90b0f385b472fd78e140a4d45097224648a5737acdf5 \
     --hash=sha256:ff6217da86a63a6a5ea954d9b9ed67916d9d94a566b44aa98e68ae34b40ebbbf
     # via feast (pyproject.toml)
-hpack==4.1.0 \
-    --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496 \
-    --hash=sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca
+hpack==4.2.0 \
+    --hash=sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0 \
+    --hash=sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986
     # via h2
 httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -2086,17 +2152,16 @@ httpx[http2]==0.27.2 \
     #   datasets
     #   fastapi-mcp
     #   jupyterlab
-    #   mcp
     #   openlineage-python
     #   python-keycloak
     #   qdrant-client
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
-huey==3.0.3 \
-    --hash=sha256:1a17fef95fc8432f75413f1b77439cef5f3493c1ddbfba9151756b31a1b2dad3 \
-    --hash=sha256:d1c687734778b8282c035a943eead8368c1736bb28abc006596fbbc01bdc96dc
+huey==3.3.0 \
+    --hash=sha256:a7b1581aaae5f70540faafcf3306d74fa138ec7bad520f81150bb70b224eaddf \
+    --hash=sha256:e0c2a1542e6c3acb894821cde895cf9dbf72e42deb25f55b2d44096aa30f8f24
     # via mlflow
 huggingface-hub==0.36.2 \
     --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \
@@ -2128,13 +2193,14 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   jsonschema
     #   requests
     #   snowflake-connector-python
     #   yarl
-imageio==2.37.3 \
-    --hash=sha256:46f5bb8522cd421c0f5ae104d8268f569d856b29eb1a13b92829d1970f32c9f0 \
-    --hash=sha256:bbb37efbfc4c400fcd534b367b91fcd66d5da639aaa138034431a1c5e0a41451
+imageio==2.37.4 \
+    --hash=sha256:1ab2e22c8debf700f24c3ac43e8f95f3b3a8110c83b93411e97b4b0b2cd1c7e6 \
+    --hash=sha256:e45cbc5e83502047fb138f7f585f7f105a136a57eea5f4b3cfc6ce1b52720bd3
     # via scikit-image
 imagesize==2.0.0 \
     --hash=sha256:5667c5bbb57ab3f1fa4bc366f4fbc971db3d5ed011fd2715fd8001f782718d96 \
@@ -2257,9 +2323,9 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-jupyter-builder==1.0.2 \
-    --hash=sha256:6155d78a5325010532a6419ffcba89eac643fd1aa56ea83115e661924d6f6aab \
-    --hash=sha256:b024f65d36e1d530542db597b00dd513261aa59842e0d0fbbb1015a9f1935e9c
+jupyter-builder==1.1.1 \
+    --hash=sha256:1a13977912b08deda77fce2c803940131c27cf77a27ed64b9ffca25aa0ed7e6c \
+    --hash=sha256:f9c14bc55c0488a073f62af12d468936fcf9ecb7e9dd802f6f9c33de46ad70db
     # via
     #   jupyterlab
     #   notebook
@@ -2303,9 +2369,9 @@ jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14 \
     --hash=sha256:bbda128ed41d0be9020349f9f1f2a4ab9952a73ed5f5ac9f1419794761fb87f5
     # via jupyter-server
-jupyterlab==4.6.0 \
-    --hash=sha256:6a8b88f2aae7ed4d012c634fc957c1a27f3aa217c32f0ced0175fac9ee17f9e5 \
-    --hash=sha256:b6938cb8a1ef3d43860ff4745a680c62cc0a9385f9672295bb56cd2e7cfeebe2
+jupyterlab==4.6.2 \
+    --hash=sha256:5964447036629adfcd3fc0969effc1da6f47d2cbd0a60b2c2eea7c31be0ec6a8 \
+    --hash=sha256:e18ce8b34f3de350e93cd5b2c4f3ae884cbe266eb76bf5d6825a4ed34c13bcff
     # via notebook
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d \
@@ -2321,9 +2387,9 @@ jupyterlab-widgets==3.0.16 \
     --hash=sha256:423da05071d55cf27a9e602216d35a3a65a3e41cdf9c5d3b643b814ce38c19e0 \
     --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
     # via ipywidgets
-jwcrypto==1.5.7 \
-    --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \
-    --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0
+jwcrypto==1.5.8 \
+    --hash=sha256:85aeb475f808d56bbc2f2ed1f6f73e6a317c4011a4321505f02f0aed695a3742 \
+    --hash=sha256:c3d7114b6f6e65b52f6b7da817eb8cb8423e1da31e1ef13508447c81ecbdcc34
     # via python-keycloak
 kiwisolver==1.5.0 \
     --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \
@@ -2448,9 +2514,9 @@ kube-authkit==0.4.0 \
     --hash=sha256:1df61ac392fca96c8f5ae8c3d6e9918f1e1655d212434b3c3da5f92cc23b660d \
     --hash=sha256:3bf5fc6ddc882498040118c907628ea68789f9a947454c241972008be59601a3
     # via codeflare-sdk
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via
     #   feast (pyproject.toml)
     #   codeflare-sdk
@@ -2785,53 +2851,53 @@ marshmallow==3.26.2 \
     --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \
     --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57
     # via great-expectations
-matplotlib==3.11.0 \
-    --hash=sha256:03acfeddf87b0dddb11b081ef7740ad445a3ca8bcb6b8e3011b08f2cf802b75c \
-    --hash=sha256:0515d495124be3124340e59f164d901ed4484e2246a5b74cfa483cac3b80bd97 \
-    --hash=sha256:06b5872e9cf11adc8f589ded3ce11bc3e1061ad498259664fabc1f6615beb918 \
-    --hash=sha256:126f256df600652d7e4b394cf3164ff75210a00038f287c95a012a6f58d0e83f \
-    --hash=sha256:15b0d160079cb10699a0e98b5989c70677b2df7cacdc62af67c30f2facec46d9 \
-    --hash=sha256:1644db30e759199443493ac5e5caec24fdb775a8f6123021f85ba47c4133c3cb \
-    --hash=sha256:19c16c61dea63b3582918503e6b294193961261d9daa806d4ae2151f1ad05430 \
-    --hash=sha256:1c02da0a629dfa9debf52725ea06866b74c1fb70a895bae05e4493d34074f9f2 \
-    --hash=sha256:25c2e5455efd8d99f41fb79871a31feb7d301569642e332ec58d72cfe9282bc3 \
-    --hash=sha256:2746cd2c113742ff6ce37a864c5ac5fd7aa644568f445e66166e457ac78e40e0 \
-    --hash=sha256:2d72ea8b7924f3cb955e61518d21e43b3df1e6c8a793b480a0c1214f185d30ba \
-    --hash=sha256:3338e3e3de128cf50d0d2fb92a122815daf9c755bd882a474343c05f8fd7ec79 \
-    --hash=sha256:3489c3dc487669b4a980bc3068f87856de7a1564248d3f6c629efb2a58b03f24 \
-    --hash=sha256:373db8f91214e8ccaf35ac833cc1dd59dd961e148bbd55dd027141591dde1313 \
-    --hash=sha256:3d68266213e73823ac3be90615bab0cf31f88851e114cdb1dd25dacf3b01e1a7 \
-    --hash=sha256:41635d7909d19e52e924a521dde6d8f670b0f53ab1d0e8c331fa831554f681d1 \
-    --hash=sha256:446307e6b04b57b1f1239e228a1ec2af0d589a1008cebc3dfa3f5441d095cfb6 \
-    --hash=sha256:4d7aea652b58e686444079be3376ef546bffa1eee9b9bb9c472b9fcf6cf410d3 \
-    --hash=sha256:5106c444d0bf966eee2853548c03772af4ab7199118e086c62fbac8ccb07c055 \
-    --hash=sha256:565af866fd63e4bd3f987d580afe27c44c2552a3b3305f4ecbb85133601ea6f3 \
-    --hash=sha256:57baa92fdc82948ed716eae6d2579d4d6f40965cd8d2f416755b4a72580a3233 \
-    --hash=sha256:630eee0e67d35cce2019a0e670719f4816e3b86aff0fa72729f6c69786fceb45 \
-    --hash=sha256:652fb5696271d4c50f196d22a5ff4f8e4444c74f847423570d7dc0aa2bbd0159 \
-    --hash=sha256:68c0c7be01b30dcca3638934f7f591df73401235cbdbf0d1ab1c71e7db7f8b57 \
-    --hash=sha256:6a98f5476ce784a50ce09998f4ae1e6a9f25043cef8a480c98949902eda74620 \
-    --hash=sha256:6ce3b839b34ae1f430b4616893a2945a2999debaa7e94e7e29a2a8bbf286f7b5 \
-    --hash=sha256:70a5b3e9a5dab708c0f039709ae7c68d5b4d254e291ef76492cdba230c8bb5e4 \
-    --hash=sha256:81ae77077a1e16d37a5b61096ccb07c8d90a99b518fa8256b8f21578932f2f62 \
-    --hash=sha256:942b37c5db1899610bd1543ce8e13e4ecff9a4633e7f63bb6aa9205d2644ebd1 \
-    --hash=sha256:94f5000f67ca9faa300863ea17f8bce9175cb67b88bec4bc7780502d53dd7c9e \
-    --hash=sha256:9dd11fb612ce7bc60b1de5b4fc87ff959d22317b5de42aabf392f66f97af22eb \
-    --hash=sha256:a9d8c6e7cd2f0ddf11d8d92e520dd1d9d2abb0cf6ac8831e338666c81e905847 \
-    --hash=sha256:aa55d73b3117d4b07f959cd9eb6f69b375d8df3414139c479388e551aa5d999d \
-    --hash=sha256:ab3722f04f3ff34c23b5012c5873d2894174e06c3822fcdac3610965a5ac7d06 \
-    --hash=sha256:ac6f1ef39f3d0f9e2463303013094992cdbe0f85f43bc54155bc472b2042768e \
-    --hash=sha256:be050fcf32f729eda99f7f75a80bf67612ce16ab9ac1c23a387dcaede95cb70e \
-    --hash=sha256:be152b7570324dc8d01574cc9474dd2d803237acf528bcbb5b211fa347461a09 \
-    --hash=sha256:be5f93a1d21981bfb802ded0d77a0caa92d4342a47d45754fac77e314a506344 \
-    --hash=sha256:c08e649a6313e1291e713623b97a38e5bb4aa580b2a100a94a3309bc6b9c8eb3 \
-    --hash=sha256:c945824670fb8915b4ac879e5e61f3c58e0913022f70a0de4c082b17372f8771 \
-    --hash=sha256:cf662e5ac5707658cb931e19972c4bd99f7b4f8b7bf79d3c821d239fa6b71e64 \
-    --hash=sha256:d9695457a467ff86d23f35037a43deb6f1134dd6d3e2ac8ce1e2087cff09ffb9 \
-    --hash=sha256:ddef37840695f5eef65f9f070fe2d2f510f584c2156203f9f622a5b0584efffd \
-    --hash=sha256:dfabef0230d0697aa0d717385194dd41162e00207a68bf4abf94c2bf4c27dca0 \
-    --hash=sha256:e6b3e64dea5062c570f04358e2711859f3531b459f29516274fbad889079e4f3 \
-    --hash=sha256:f857524b442f0f36e641868ce2171aafa88cb0bc0644f4e1d8a5df9b32649fef
+matplotlib==3.11.1 \
+    --hash=sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2 \
+    --hash=sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464 \
+    --hash=sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1 \
+    --hash=sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb \
+    --hash=sha256:1ac697e591c11b6ad04679a73c2d2f9980fe9d9f0311fb414a2e329706343dfb \
+    --hash=sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a \
+    --hash=sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b \
+    --hash=sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1 \
+    --hash=sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3 \
+    --hash=sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2 \
+    --hash=sha256:427258425f9a3fc4ed79a91f9e9b9aaf5a82cb6571e85dc14063cc6fbb993741 \
+    --hash=sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a \
+    --hash=sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987 \
+    --hash=sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be \
+    --hash=sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf \
+    --hash=sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f \
+    --hash=sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191 \
+    --hash=sha256:67e4c3cd578c65ebd81bdc09a1b6592ceafee6dfafe116dc85dfcb647b5bbb18 \
+    --hash=sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b \
+    --hash=sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30 \
+    --hash=sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f \
+    --hash=sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e \
+    --hash=sha256:7f33a781e12b1e53b278deb2f5373c2e55ec4f10727be3440c0cfb5cda9f944f \
+    --hash=sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f \
+    --hash=sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f \
+    --hash=sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda \
+    --hash=sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481 \
+    --hash=sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6 \
+    --hash=sha256:96f4bdeea33a8d15a071dbfe6d119451b1d719c733ac666d65357082901a9099 \
+    --hash=sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78 \
+    --hash=sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2 \
+    --hash=sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319 \
+    --hash=sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685 \
+    --hash=sha256:aee55e9041211bf84302ab55ec3965df18dd90ae19f8b58332a7feaf208bfe83 \
+    --hash=sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3 \
+    --hash=sha256:b4c78ceb2f11bcac7389d305cda17aeb1f4586a857854ab5780bd3dd8dbfc407 \
+    --hash=sha256:b7cf158e7add54a8d51ac9b5a84abd6d4e13ed4951b4f25f1c5139f41c2addb2 \
+    --hash=sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d \
+    --hash=sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea \
+    --hash=sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472 \
+    --hash=sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f \
+    --hash=sha256:d2ace7273b9a5061a3b420918a16fae1f2dc5dfee1abcc13aba71b5d94b1820c \
+    --hash=sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae \
+    --hash=sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74 \
+    --hash=sha256:e4b9ac2f1f607ecda2af90a5232beee2af7582fce1cc30c4b6a1b012dc21ee99 \
+    --hash=sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb
     # via mlflow
 matplotlib-inline==0.2.2 \
     --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \
@@ -2839,25 +2905,27 @@ matplotlib-inline==0.2.2 \
     # via
     #   ipykernel
     #   ipython
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 minio==7.2.11 \
     --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \
     --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5
     # via feast (pyproject.toml)
-mistune==3.3.2 \
-    --hash=sha256:a678a56387d487db7368ede4647cb2ba1deff22ce61f92343e4ebe0ddfce4f2d \
-    --hash=sha256:e12ee4f1e74336e91aa1141e35f913b337c40bdf7c0cc49f21fb853a27e8b62f
+mistune==3.3.4 \
+    --hash=sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe \
+    --hash=sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a
     # via
     #   great-expectations
     #   nbconvert
@@ -3288,9 +3356,9 @@ mypy-protobuf==3.3.0 \
     --hash=sha256:15604f6943b16c05db646903261e3b3e775cf7f7990b7c37b03d043a907b650d \
     --hash=sha256:24f3b0aecb06656e983f58e07c732a90577b9d7af3e1066fc2b663bbf0370248
     # via feast (pyproject.toml)
-narwhals==2.22.1 \
-    --hash=sha256:60567d774edf77db53906f89d9fbd164e66e56d66d388e1e6990f17ac33cfb53 \
-    --hash=sha256:d62920805a0a43b7ff8b54b0c0d3142d796f8a9301836ada37e573d6a33cbcd9
+narwhals==2.24.0 \
+    --hash=sha256:42fdedf44e5b2ca7505630d45b4ac3058f38d8485cba9fe1652ca23152df7489 \
+    --hash=sha256:b5c0f684ccd9d7475b564111e319a4964abcf2baf79d3cf6b1003d06ac9b828d
     # via scikit-learn
 nbclient==0.11.0 \
     --hash=sha256:04a134a5b087f2c5887f228aca155db50169b8cd9334dee6942c8e927e56081a \
@@ -3343,9 +3411,9 @@ nodeenv==1.10.0 \
     --hash=sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827 \
     --hash=sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb
     # via pre-commit
-notebook==7.6.0 \
-    --hash=sha256:98aa2811b54ac191321d5dfce12ca700f8a511a33a26e4de2fa106a357c43d6a \
-    --hash=sha256:ea13e79e601bf273074895fdfb17dd3f2da916d3c045e0b9c47d18b16ab62481
+notebook==7.6.1 \
+    --hash=sha256:0b45fd1010668dd4808c40914d957706dbf044a677d28764dc881b74dfcede82 \
+    --hash=sha256:6ea1e4c926f0dc490444ddcc335797a3dacda470a805d01031872fb119988ba2
     # via great-expectations
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef \
@@ -3353,51 +3421,51 @@ notebook-shim==0.2.4 \
     # via
     #   jupyterlab
     #   notebook
-numpy==2.5.0 \
-    --hash=sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865 \
-    --hash=sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988 \
-    --hash=sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd \
-    --hash=sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c \
-    --hash=sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22 \
-    --hash=sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6 \
-    --hash=sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b \
-    --hash=sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927 \
-    --hash=sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446 \
-    --hash=sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9 \
-    --hash=sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03 \
-    --hash=sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e \
-    --hash=sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748 \
-    --hash=sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561 \
-    --hash=sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60 \
-    --hash=sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2 \
-    --hash=sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c \
-    --hash=sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731 \
-    --hash=sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5 \
-    --hash=sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303 \
-    --hash=sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2 \
-    --hash=sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4 \
-    --hash=sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0 \
-    --hash=sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e \
-    --hash=sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab \
-    --hash=sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826 \
-    --hash=sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a \
-    --hash=sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9 \
-    --hash=sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8 \
-    --hash=sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca \
-    --hash=sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a \
-    --hash=sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54 \
-    --hash=sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2 \
-    --hash=sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be \
-    --hash=sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21 \
-    --hash=sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd \
-    --hash=sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a \
-    --hash=sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd \
-    --hash=sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c \
-    --hash=sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73 \
-    --hash=sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6 \
-    --hash=sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7 \
-    --hash=sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9 \
-    --hash=sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa
+numpy==2.5.1 \
+    --hash=sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2 \
+    --hash=sha256:09e9bfd8d2cf479c7d174804fb3811c53a8e9f20a37444008606b57d6b7a826d \
+    --hash=sha256:0bfebd8695f9863592fe744be833a258120b14a9f39da255e8aa8fade2c0ddd1 \
+    --hash=sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b \
+    --hash=sha256:1c6759f538fb912fc46de0a6b1758ccf7b57bc7c7ebebc23974fdac3de8db0cd \
+    --hash=sha256:224ca51130ef7da85bea2191625181cb4f337f9cb64b471f10c1a12aa8b60077 \
+    --hash=sha256:24d0eb82c0541d3415a33425db64ae439dffccd7b4dbcb30e7c35120205c506a \
+    --hash=sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e \
+    --hash=sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277 \
+    --hash=sha256:30b44a6b53a7ae63c54c089a8726e5563ed302716c5b7ccc85afade40b0e7ff6 \
+    --hash=sha256:32985c896d897419ef8da6917872d80b78ad0ea26d85b23245c7366ffde76d75 \
+    --hash=sha256:3935f3b419b244a02732676fa5317a9193cc596a4c0646db07e5b421229ac9f7 \
+    --hash=sha256:4939237038ada79308dda3204ac6462df056b5672b2e25db1149cf873668b3e1 \
+    --hash=sha256:4b4ff1608417eb7a59da7b967bbb798cacfe071d2caf526a24281cd562072ed9 \
+    --hash=sha256:54ad769f17bc2d833b620851989f62054fb9ab93c969d9e1dc3c8e3d56beea21 \
+    --hash=sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca \
+    --hash=sha256:5a4c988b38d261deeeaad9954e3deb091ad905c94e8bb6708654ef1d97f286b0 \
+    --hash=sha256:5a6db61f9aaa57e369905c67d852045d3c4f7126405b29d09b19dec118e9c9cb \
+    --hash=sha256:6165343f81b56ef8f514f396989e529b61d9dc709b99421b07e9f3e698e2287d \
+    --hash=sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75 \
+    --hash=sha256:6c3fe51bc6a16453d452997053454f309e8e0ed7b42d6b361ce4ac8c32913d74 \
+    --hash=sha256:6eab239876581b2b3c5a242281b6007bbdbcd1c7085d7709bb57c5929b11e6bf \
+    --hash=sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0 \
+    --hash=sha256:7c786fe9a5bbe360022e584c5a34cf6b54265c71bd7ec8ac3d8fec38968071f8 \
+    --hash=sha256:83ce9c80d5b521b0d77ddcbe5447c218d247929b6cc056ca5351342accfff0af \
+    --hash=sha256:9726558e8db4a5bf7929a70ae50f63abda4daf0efe810e3bfbab95976f75fc1a \
+    --hash=sha256:99d5095fa265a0c4152e7bb12759e14381ef5496152f1ce58f44bdf55c44beb4 \
+    --hash=sha256:a33276be12fa045805f477f22482088b66bb758ffbe89a9d21457de863a32e22 \
+    --hash=sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3 \
+    --hash=sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1 \
+    --hash=sha256:ab84dc6b074fa881cae55bea94cc4f68e285181ba7f32497bf7dee6b1496165b \
+    --hash=sha256:ab87a91b3cc3382b8956095bd8f95e00cf679bb81554339be1a2ba404a1473c1 \
+    --hash=sha256:c12afb53450fa976d4c681c50a7423729a4c51c0465ed9f32b8a9cabbc472373 \
+    --hash=sha256:caf3e317d33d60c37986b452613f4ab51246d0691350c03d0cb4a898627f4a95 \
+    --hash=sha256:dc932a65ded7ce9013d120845a2514dcccb1a67bfc8deb8d37633762951904a6 \
+    --hash=sha256:e68d8dd1e7eba712948f2053a29ec86917bc70ba1358df869d9f06649ef9cf09 \
+    --hash=sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9 \
+    --hash=sha256:e8c11c405efc5ff6816d5983c96cdfa215bab3428961243af3ff59b228490438 \
+    --hash=sha256:efd736408cc97c79b9e6917338dfc8f06013b2274f992e96b1d9a81a71e2a2c2 \
+    --hash=sha256:f089d7b00756190aacf1f5d34bdf38c3c430ac82b4f868f8cede73380460fce7 \
+    --hash=sha256:f2479a47f8d5932d1718168a681ad6e536a9df484c83cfcf9de365e164537ace \
+    --hash=sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3 \
+    --hash=sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2 \
+    --hash=sha256:f7feb014281029e628ba2d5a007407443b06e418b6fe451d1e2adcbc8eba0107
     # via
     #   feast (pyproject.toml)
     #   accelerate
@@ -3442,18 +3510,19 @@ opencensus-context==0.1.3 \
     --hash=sha256:073bb0590007af276853009fac7e4bab1d523c3f03baf4cb4511ca38967c6039 \
     --hash=sha256:a03108c3c10d8c80bb5ddf5c8a1f033161fa61972a9917f9b9b3a18517f0088c
     # via opencensus
-opencv-python-headless==4.13.0.92 \
-    --hash=sha256:0525a3d2c0b46c611e2130b5fdebc94cf404845d8fa64d2f3a3b679572a5bd22 \
-    --hash=sha256:0bd48544f77c68b2941392fcdf9bcd2b9cdf00e98cb8c29b2455d194763cf99e \
-    --hash=sha256:1a7d040ac656c11b8c38677cc8cccdc149f98535089dbe5b081e80a4e5903209 \
-    --hash=sha256:3e0a6f0a37994ec6ce5f59e936be21d5d6384a4556f2d2da9c2f9c5dc948394c \
-    --hash=sha256:5c8cfc8e87ed452b5cecb9419473ee5560a989859fe1d10d1ce11ae87b09a2cb \
-    --hash=sha256:77a82fe35ddcec0f62c15f2ba8a12ecc2ed4207c17b0902c7a3151ae29f37fb6 \
-    --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \
-    --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d
+opencv-python-headless==5.0.0.93 \
+    --hash=sha256:030ca5e0837a2963ab36ef896baa9767eb8d2b83353fb28af5a521e40dd8756f \
+    --hash=sha256:09a872a157c1376ab922a69bbf22f9a95bcc7b658a9d8b436a60212b02b2eeb4 \
+    --hash=sha256:10818d91510e05c04568ae12b5cd120779c70c01bf897b001a6221fe430df80f \
+    --hash=sha256:1e55af3abfb462eeeabe5c775f12bdb36216d8a93a3583d69e6bd6e1d6ba7d00 \
+    --hash=sha256:829717b6a95554f273e49e357cee3b3a2a26b6f4842fbc1bed2b45bdd8f87e0e \
+    --hash=sha256:840bd717c21e5c11cadadc022a823315ea417f961213d06b4df010e019eb16f4 \
+    --hash=sha256:b82f9831daab90b725c7c1ee1b36cb5732c367096ac76d119e64e14eb70d5f3c \
+    --hash=sha256:c6bcd96b185975ea240d22cfdb15a1f6d080cc95264cfbe2621f21bb144d89b9 \
+    --hash=sha256:ed709fdf9aa0bd1f2ed8549e71d19449b03a675bb581eb292285f6861953be37
     # via easyocr
-openlineage-python==1.50.0 \
-    --hash=sha256:90edf51b3a42046c6d5aa663eed394a5853b2e0c2f9d3e9019df18014c5a20b2
+openlineage-python==1.52.0 \
+    --hash=sha256:e1bd73b3066021eecf69cc5c3571f6fd7e253768ea941f2c76f18969ea0ecb20
     # via feast (pyproject.toml)
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \
@@ -3463,86 +3532,87 @@ openshift-client==1.0.18 \
     --hash=sha256:be3979440cfd96788146a3a1650dabe939d4d516eea0b39f87e66d2ab39495b1 \
     --hash=sha256:d8a84080307ccd9556f6c62a3707a3e6507baedee36fa425754f67db9ded528b
     # via codeflare-sdk
-opentelemetry-api==1.42.1 \
-    --hash=sha256:51a69edacadbc03a8950ace1c4c21099cacc538820ac2c9e36277e78cebba714 \
-    --hash=sha256:56c63bea9f77b62856be8c47600474acad853b2924b99b1687c4cb6297166716
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
     # via
+    #   mcp
     #   mlflow-skinny
     #   mlflow-tracing
     #   opentelemetry-exporter-prometheus
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
-opentelemetry-exporter-prometheus==0.63b1 \
-    --hash=sha256:0efd00aa6b1939345ddcc6de141b83ebffa2b4401a37a68f880e54217602701d \
-    --hash=sha256:31902e22c89431058a95b6dcdb644f9309f226aa4872cc755f0a780d2895e97f
+opentelemetry-exporter-prometheus==0.65b0 \
+    --hash=sha256:2777cbf41c403c119e10f418fce5d645c956b47f673a2ee120285d1d0c6df2d5 \
+    --hash=sha256:3b3d24b586d0ad9712c7b52b7d19c8a9dfbb318b9b284121b5f95e90ed019367
     # via ray
-opentelemetry-proto==1.42.1 \
-    --hash=sha256:c6a51e6b4f05ae63565f3a113217f3d2bfaec68f78c02d7a6c85f9010d1cfca6 \
-    --hash=sha256:dedb74cba2886c59c7789b227a7a670613025a07489040050aedff6e5c0fb43c
+opentelemetry-proto==1.44.0 \
+    --hash=sha256:898b155a0e1557afd867478fb6158e8122a46329ca0bb8dc53cc55e98f017f56 \
+    --hash=sha256:c547a79c2f8c0c515d31509154682e5921c7cfd5ca67b70e1f9266e2c3e103f3
     # via
     #   mlflow-skinny
     #   mlflow-tracing
     #   ray
-opentelemetry-sdk==1.42.1 \
-    --hash=sha256:083cd4bbfaa5aa7b5a9e552430d9951219967cfb27aa61feb13a77aba1fc839d \
-    --hash=sha256:8c834e8f8c9ba4171d4ec843d0cb8a67e4c7394d3f9e9297e582cbd9456ddbf7
+opentelemetry-sdk==1.44.0 \
+    --hash=sha256:cebe7f65dc12f26ead75c6064de12fd2a9052e5060c0272d402cfa203aae123b \
+    --hash=sha256:df081c4c6bcfdb1211e3e86140376792643128a25f8d72d1d27675936e7e96ad
     # via
     #   mlflow-skinny
     #   mlflow-tracing
     #   opentelemetry-exporter-prometheus
     #   ray
-opentelemetry-semantic-conventions==0.63b1 \
-    --hash=sha256:3daf963611334b365e98a57438183eb012d3bfb40b2d931a9af613476b8701a9 \
-    --hash=sha256:dfe5ef4dee82586b746f522b818ceb298d00b3d59f660042bd79404bff8d0682
+opentelemetry-semantic-conventions==0.65b0 \
+    --hash=sha256:1cacde7b0ad306f84c5ef08c3dbe1bbaf20165bba6f8bff43b670e555a086bcb \
+    --hash=sha256:f9b2b81e9d5b64f11bc952075e7e9c7fb0aab075c7fd1c46d597f1b919852d60
     # via opentelemetry-sdk
-oracledb==4.0.1 \
-    --hash=sha256:032ca4f558b05f03fa1bef1b04e59ec350ae0b22e6d85c47f4ac62ae98315823 \
-    --hash=sha256:03afeda85bec3eca983ebf3ad9910d0f217d99300258366d287e015a041d6c13 \
-    --hash=sha256:08e84a6af1b6e5921dba088dd9fc0738927206eafe5ce9763c34195f87556849 \
-    --hash=sha256:0d3c6ed987df64b914ece0722692419fe494d07f15bb4d7715adeada4f914c3a \
-    --hash=sha256:0ece951553c106a0896c8e1690bcdf69d472761fa65fec9b8152cbce13ab8b81 \
-    --hash=sha256:10204432f0eea8707a79c75bdccb84071e43fd19c658cb3b34d1746b12c6e7fe \
-    --hash=sha256:20a10f903c8da59e9689a98bd68012f78fa19bed950ad9f19cd8f5b8b97e73a0 \
-    --hash=sha256:29ae0ff517a3241060eeee15a321b710c3f83a688cf2da7d5729adbe212e2b00 \
-    --hash=sha256:34bbea44423ed8b24093aa859ca7ee9b6e76ea490f9acdc5f6ff01aa1083e343 \
-    --hash=sha256:3b5ef1676a27b7e0a7ec55be27fd8f6d28d1601f5e8dfdae78705909f25b7c0a \
-    --hash=sha256:416b324cd7715073cf5f3d577330387ffd59741463995c25bdc2d82b3e80b88e \
-    --hash=sha256:443b2f03461e873ccd73dff3d8541fcf974c05e13e296a6687ffbb0c4a72c0a1 \
-    --hash=sha256:4b42725337f80d433a3bd2928c08667e5b89da9ce05cf9ae3a4189c4fc4805ea \
-    --hash=sha256:523b3356cde9d588ba250cefafdfc34869233d65c179f805ea6e4d3d6b209a7f \
-    --hash=sha256:5332a4499d61c3cd659ed09bbd0d3c9a4c74a70bd51136d5c3de9127dc6d7434 \
-    --hash=sha256:5646c126d4ab506ee2bda261e792f0036231ee929296057e79857ec678d86d4f \
-    --hash=sha256:7156ef112a901967b3ee89b6c582bafc5a3082c47ca566de1a79e9ac3b48da32 \
-    --hash=sha256:73ba32597fe1da72e0824aaa4b1900ec08a3b77268cb4eb45c733ae7e7043e70 \
-    --hash=sha256:7bbe5611f9196f0ec15d4bf838ec728d89586a962a20d65cad898aec020e11c4 \
-    --hash=sha256:7db5a43c29a23ed23923a29816c65c7a81fe00f2abfe6bf36d83ad952abd9b89 \
-    --hash=sha256:8159c5bd8f25b0ca0ce30f21e7a732a2bdfb4adb81b9c8ea1ca75339d8ec8398 \
-    --hash=sha256:828dd4c981b286f0467feab1c035fae8d3888cfdc707706841734821877ae1f3 \
-    --hash=sha256:86a06d0afb3bb3a24bace0e72fb9abca2093efe0fa3457c65c13ba4eb5000b0b \
-    --hash=sha256:86ac65cbc8d29626b1d9d203f9151566c26a78e55bdfc030c06169ae8017f458 \
-    --hash=sha256:873fcca53306e2b3b445a7d657cddc19e415a7aa7e392c473dfd1a3ae3970989 \
-    --hash=sha256:8e13ff1e6f28fdb863180d23fa94cb42c619c29d2981e24992431e51b97caa54 \
-    --hash=sha256:8fcad6d9628923281bf21e48a391ac2f87ec6950dc63381d8fea470e3128aef0 \
-    --hash=sha256:90586b3c7729b9cf3d40df902e81257f01e15e3408d8b6b9dbf91e939b64f72c \
-    --hash=sha256:9f521b3f3f14fa9b8e748aeb79b064ae6767fcb0e8ff969a9aba7a852f059658 \
-    --hash=sha256:a029dcee759bca56a8c95e952040c3d3f57e5ec05965355293b21930a66967fb \
-    --hash=sha256:ae894ca2705929eb0ac228329336fd03388ad6e3b54002be6f5d4400a8feaf52 \
-    --hash=sha256:b05bfadbfe462c39cc97258a973972f5bbbc9f8e2e9a4c2e0efcb1ec86b91088 \
-    --hash=sha256:b09eec35681d72c9476e6d715b89bb775724a31e7363df6beba7470494ea8040 \
-    --hash=sha256:b73820521eccd290506af94e1ffb9a8a5941b4018e3861df9b040652a7cef123 \
-    --hash=sha256:c05a01d6ad610a88c2aa1a43b1dc0a8485f5fbd4374d2b36908859d4205de192 \
-    --hash=sha256:c24b174aac8163065736072a726a50091791f6d30ac5c44965cf7044e86fbaf8 \
-    --hash=sha256:c2d394453f669858bec942ff0da18b6ebade296ece823d582ad2b464ed5c6c90 \
-    --hash=sha256:cb7727f93ff962ab826bc3d0bca4b0e5bf45ecb7c525551c70c9e094f0f27027 \
-    --hash=sha256:ce3f25552fe58df5c266874f8b13f0a8ab7fcd09ab4b476bc15520a67527ca4b \
-    --hash=sha256:ce6319ee01dcbb4d74f0e2a5794c6a566f339958ecac9830c67c7070521620e2 \
-    --hash=sha256:cf61e42b9ef723dbdd0b23032b695e872009ed7341003df59d9a97cd960df977 \
-    --hash=sha256:d132af7d95474d207632363575c7968b09e2d33dd24af3a36f539254433f4ae8 \
-    --hash=sha256:d7cd278d59780e22e0a7451d208460756d779dc62b55bdbd95652f9640fbf8c3 \
-    --hash=sha256:dbe8b44fea57385617838f2acfce8cc19f6c95cd9e65e7235e86b5932af1acd9 \
-    --hash=sha256:e36581bb10e719d928dad12018c2d42606db2c34f49d6665b06f701f049255f0 \
-    --hash=sha256:e3d54b624748cfe42248c4bc62c3f788632a2077058485a9acb3150312b1c396 \
-    --hash=sha256:e4926e699a42c526137724960fa4303ecb0b542186b11d3705ac84414a896508
+oracledb==4.0.2 \
+    --hash=sha256:0101b88c15ae628af556506840ae876e12bdb75506ef342e4990ac1758bad1eb \
+    --hash=sha256:04fd67692b3cdea2ac7135e6f87c82ce9035f3caa0891a26710a4c654f1e375e \
+    --hash=sha256:087fdf5bc36b03dc3c55f7abc944a163ba8edc9c802bc8baf91698a52041ee13 \
+    --hash=sha256:0a0be8111db80bb697ec66a34688a6985589e3f72789afe28e3b162b2c4cdd2b \
+    --hash=sha256:0a380ab72853487ea2764c5df772f35026b4219868fc3eba68e193c9aea230ac \
+    --hash=sha256:14124b5e8e4ba087f105ee389ee43e407840220a0ba2504de68eed903f51a711 \
+    --hash=sha256:1b89c02670bafc9b1fcc0d15175f097bdc1968bc36ee4d66aa63aee09bfbbe30 \
+    --hash=sha256:1d8933cfb94d9e947cb88dfc87bb2696120b388b89db14394133990585277fb3 \
+    --hash=sha256:33bcb765bf97056764c38481dc1dd959e4b61f3a240baacc645d7f06038ce225 \
+    --hash=sha256:36e72ffaaf589041dac72ddf589d694c0a9ac4576662a04628966d4ea089d6ea \
+    --hash=sha256:3bde3d507d8f50faa9480e99222fe5fa04dc0db2cb8b57746092022ac69ae93d \
+    --hash=sha256:41bb34ba8fe76019a958f6d0beba2baf9169ede0bf94e1a22f05f3ca7676f8d7 \
+    --hash=sha256:543a7398ebd778d40a839b76a331afa93f506ac143691a6de59ee31ae2e1c4aa \
+    --hash=sha256:567c093138d32f06512572de5b5d52459bea82b4e47098e9d668dae759965ccb \
+    --hash=sha256:579f2c568433523a990cde5bea73c980d144754dc54d3ab2cd37efd670dc31d6 \
+    --hash=sha256:58e71a3c1e294a99e39b086adf42074d48287548bf8edfa720c9507106186bbb \
+    --hash=sha256:5c1f13ba535d9f0fc61e1987720988612cf9424667d491fc344ba681f3336a17 \
+    --hash=sha256:5fe6e07ed29f84a6656e0580b4e662109d3bb90fc13d8f98ae3a56a67c75b80e \
+    --hash=sha256:60cd8a6045674ab481ff33b0bed448f656e7d9abd7fc88c8f349abda5351aad7 \
+    --hash=sha256:60f4a4847024f42e8b3be3c7d2597d682ef24f9342b5ebf1695a1bef2aa5be96 \
+    --hash=sha256:6444be4991f33754cd98f624cecef3eb98db3e87f8ac14e9b65bd3591c9dd252 \
+    --hash=sha256:6c8f3e34a077d7d2d39aa25c28b1aa53fd4fd6aa2437e4d48d9f18b2b28b95e4 \
+    --hash=sha256:6d4effb098af3dbcc1fcf785b304523afee1b9a311a8bd9c62bd3b4669198970 \
+    --hash=sha256:756db3529dc0f88251f9cbc349cc9c144af2424aae12c1ce24be2fbd9c1b1610 \
+    --hash=sha256:78d4a1cc1482b5927a9962c7766aeeae616a85eedbe49af8b797148ac1c1ac32 \
+    --hash=sha256:7d023f02f678937bcb6acce7c976569233d193e00c918d7e7b68580db1f68f45 \
+    --hash=sha256:864ad6a838e8d41031f117052ee2fac85453b6ecd483d1da6e8fd87701807e5e \
+    --hash=sha256:8a7a45fb1042f7258dfbd0b58044a6743c2e8112d0ef5ef9064e17a52968520f \
+    --hash=sha256:93b4d2cd17a93224711fadd28f77e956e5c6575cd923f24bfe0b1a2a581beb79 \
+    --hash=sha256:9d11723018b6aeae035f4e1feae4150b7cca1161023c2d68d957d7310fe0dd56 \
+    --hash=sha256:a1f46b01a089e0e0dd44c4ac4c5c79903760976346c74a698955c1fb76d68bf5 \
+    --hash=sha256:a45a13e33509db5bd3622a05cb2e4a6cb41d56d1bfd2a32caeacd26f4ce8b988 \
+    --hash=sha256:a814307ca8a6bf0649d8bf0a650a72f23030d9af052a2d4a481b94b6ab50d5a4 \
+    --hash=sha256:af4121112f0b68e8d61ce46a086c6aec8256fa2ca32d2e6467195a6c575c207b \
+    --hash=sha256:b14d52c09b3c7a8273b3640ba06675acec5000dab0356ef288587c46c30bbbb4 \
+    --hash=sha256:b4f2b51837248d4acfb323a64c48d89b62467b0f73d1211c99db9b80df0cdfbc \
+    --hash=sha256:b5d203426f0d191842b4cfd87c223163ccc57f7e7875ec7ed073f163de2229af \
+    --hash=sha256:b82d3d83bdc6246e53f8ad8b598d2508e9f5d983e352ce2e8a71a020200ba2d6 \
+    --hash=sha256:c193d2636f9c2e8549d24cc53947a8381c7b9488e0dae9cea5cf5bce30dc7313 \
+    --hash=sha256:cb70b231254ad82ff0639b8688e0e528100a984df65fcd7624bae88fb930e700 \
+    --hash=sha256:cbe3a75b463a334da9b3d76026062bcfb24ec563b7df291f700c9f7eefcbeefe \
+    --hash=sha256:d5a82a449d96fb89a93346d88128ad618526ffa290376d4b57fbcee1eedcd19f \
+    --hash=sha256:d8a83c120d8177f344bedf7698bc1af5f6fd031851031d3e20ced632286e3e84 \
+    --hash=sha256:db0d76199b6dffd721bda48dad4eeea6603942ce2e246f3b9301d85af6bda0ee \
+    --hash=sha256:f5ed684ab419603d53981e0f32b51da673e21a42d7dce1bf3f215a9301c7c108 \
+    --hash=sha256:f8ac435434193a1d88fcda6bfd9387c5562240d4f2e8de1f9ed20c64d5f0ff90 \
+    --hash=sha256:ff8a239de950acb600ab4fbe1b349fb085a75383bc9a163e50cab362293fc936
     # via ibis-framework
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
@@ -3890,9 +3960,9 @@ pip==26.1.2 \
     --hash=sha256:382ff9f685ee3bc25864f820aa50505825f10f5458ffff07e30a6d96e5715cab \
     --hash=sha256:f49cd134c61cf2fd75e0ce2676db03e4054504a5a4986d00f8299ae632dc4605
     # via pip-tools
-pip-tools==7.5.3 \
-    --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \
-    --hash=sha256:8fa364779ebc010cbfe17cb9de404457ac733e100840423f28f6955de7742d41
+pip-tools==7.6.0 \
+    --hash=sha256:4bd99155b6d8de358a214b0865e1a2855a453570c1a83d40f7b564870b8657be \
+    --hash=sha256:c1c59f7844df4866fa9542d3f50d1f44be537ac0027cb50b2563d6a992853981
     # via feast (pyproject.toml)
 platformdirs==3.11.0 \
     --hash=sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3 \
@@ -3932,9 +4002,9 @@ prometheus-client==0.24.1 \
     #   jupyter-server
     #   opentelemetry-exporter-prometheus
     #   ray
-prompt-toolkit==3.0.52 \
-    --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \
-    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+prompt-toolkit==3.0.53 \
+    --hash=sha256:01c0891d7f9237d5e339f7d3e42cdae80b7534abb1c7c0e3352efba6231492f2 \
+    --hash=sha256:9ec8a0ad96d5c56148b3f914aa79c1564c3fde5d2e6b876e7bc327e353cf8fa6
     # via ipython
 propcache==0.5.2 \
     --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
@@ -4061,9 +4131,9 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
@@ -4304,9 +4374,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -4416,6 +4486,7 @@ pydantic==2.13.4 \
     #   fastapi-mcp
     #   great-expectations
     #   mcp
+    #   mcp-types
     #   mlflow-skinny
     #   mlflow-tracing
     #   pydantic-settings
@@ -4551,7 +4622,6 @@ pydantic-settings==2.14.2 \
     #   docling
     #   docling-core
     #   fastapi-mcp
-    #   mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -4608,11 +4678,13 @@ pyjwt[crypto]==2.13.0 \
     #   msal
     #   singlestoredb
     #   snowflake-connector-python
-pylatexenc==2.10 \
-    --hash=sha256:3dd8fd84eb46dc30bee1e23eaab8d8fb5a7f507347b23e5f38ad9675c84f40d3
+pylatexenc==2.11 \
+    --hash=sha256:305a072a99ce736246049c9da05841b9d718c0f7ea8888f5f596cf15cb621053 \
+    --hash=sha256:e78e7391d6c104f1ed150e21cfaa58016cdb50aa54406a2eecb793649ffdfdd0
     # via docling
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymongo==4.17.0 \
     --hash=sha256:0ff6bd2f735ab5356541e3e57d5b7dbfbc3f2ee1ccb10b6b0f82d58af69d1d8e \
@@ -4687,65 +4759,50 @@ pymongo==4.17.0 \
     --hash=sha256:faf03e4c2aafd6de626dbd30ba246d369ae33f47f10629d1bbe40f72115027a6 \
     --hash=sha256:ff5aa3f1c7e3f08eb0e7a016c91ba468b1850ccfd63d9b1f12f56350f4974cef
     # via feast (pyproject.toml)
-pymssql==2.3.2 \
-    --hash=sha256:06883bc9bdb297ae9132d9371b5b1a3a223c8f93dd6a87d1c112c6a688f26d53 \
-    --hash=sha256:0768d90f96ae3267d7561d3bcfe94dd671d107489e870388b12570c3debbc552 \
-    --hash=sha256:0831c5c95aab0b9aba5142dc97e28f59c4130e1c34ffc13ecbfdd4d2fe45b8a0 \
-    --hash=sha256:08facd25a50a7279385d1ffcee9d6d83c4e361db1af38e14519a87d7b1cadb10 \
-    --hash=sha256:0a20a17db870fb0e446a6d6bf7664aaf84af7be58ab1fad025cafa4e092507a1 \
-    --hash=sha256:1037053e6c74d6fe14c428cc942968b4e4bf06854706a83fe8e822e475e3f107 \
-    --hash=sha256:148b7714fff5a5b7ce038e92b02dd9bf68fe442c181a3aae32148e7b13f6db95 \
-    --hash=sha256:18089641b687be1ebd0f64f0d1ff977478a397ffa1af372bdf10dbec29cf6d2e \
-    --hash=sha256:1afda7b7022eff9451bd83e3f64c450a1a8cdff4ba8b8e399866dcd2cb861a1e \
-    --hash=sha256:1bc33ed9af6d8ebea2d49144cd2317b7ae1105dd51dddfd46982c90c8f0cf6ab \
-    --hash=sha256:1c99dba4bf5b1ce10657e9e2885f18ba9179190251b63d1498e7d6d72e64f1ce \
-    --hash=sha256:1cdc2619e7b4192b8d6619fd52ba8a2eae18b38b376f8649fb8f0727c4e88ff9 \
-    --hash=sha256:22b1ce3a48f28ee7d06ebc9ed94276d0bf1c99051ee1df3d2377b74721bd62ef \
-    --hash=sha256:22fb0fdd3b889bc10abbe3aa2abe7a008b30a6367b9ba159412d185d7d8fda9d \
-    --hash=sha256:235c230e56d8c8c5f289e665c538f31d967fec302d05ad269dcd64fa9d6eb3b7 \
-    --hash=sha256:23f5e2e2bdba1cf7cecbac66dd07de7631a8efca5692efee18ff46ebc087b757 \
-    --hash=sha256:2568944db3888996e161b40ad06c1b9e0fbb6cfcb38279a3abb98ece7a8e1c4a \
-    --hash=sha256:26bdb7abd5f107b6be422635f03e2cecaa52a5f4c394a205014586abbff9e72a \
-    --hash=sha256:2a44a0898dacba4e25cac8778d0ed112e297883fe862204e447081888da78dc4 \
-    --hash=sha256:2f4093b95f1f3a1232687fc92f652aaf675eb423db8549c16d146b91ac2f0eba \
-    --hash=sha256:33ad813092f8fb8f74578c5b5e37c818c4ae130fd4047cb28f0b256f2f107367 \
-    --hash=sha256:3870085a49e5332bc67ecb24f217c586977d5352eb51598244fc7bc278eee3e1 \
-    --hash=sha256:41d09e1b2534229b288c37b88c1de3d964317af2c7eec58bfb97e01d679eba27 \
-    --hash=sha256:5904d78e61668ec89761d3ae01efd4b42b31d820f612929f449e93cd23ba3c54 \
-    --hash=sha256:6019d2939963112662288704f608f31634038bffcfd5cad1bc79cb167edb3cc1 \
-    --hash=sha256:72b6599963b6e066998c4b27b7bf207684c243b12b1e5dcc180b2af22802ae6c \
-    --hash=sha256:73fac766b448613d7ae26e6b304b2cb8a7ffebccaa373633bad3b3cbcc829935 \
-    --hash=sha256:793a93da1521fa66bf02b3b873065e22bf14bda5570e005ce3d5fae0776d7b92 \
-    --hash=sha256:79cdc3ed1da3129ba56232127db86279728c4328595e2532ed4d0da6379a5c72 \
-    --hash=sha256:82ed3dd560d3fb222d26ce3a7373f46dc3ad1d50b6e6417ef7399e87fa9aefe1 \
-    --hash=sha256:8cd806380d362d4cef2d925a6baee6a4b2b151a92cac2cab5c4bfabed4be4849 \
-    --hash=sha256:9361593a89c9162fc631baf648a87e2666373382d9d54aacfb19edab9ceb2007 \
-    --hash=sha256:97fbd8491ad3ece0adcb321acec6db48b8fe37bc74af4c91bb657d4d9347d634 \
-    --hash=sha256:9e3d6fada7fbe7a5f5fafc420673f777bab3f399c78fa44e29de6a8cbc36e515 \
-    --hash=sha256:a3f9e7eb813dfeab6d01bf6474049bb76b0521235159d3e969ec82df384eac49 \
-    --hash=sha256:aa08b6203b2b5ed5ce47f80d5c529459181300d7e0d0c1e84390a4d01d45e509 \
-    --hash=sha256:ab48de09864fa6f49c575ef569f6773981d0cd905ff7288b5b185f8079a5a21f \
-    --hash=sha256:ab912d1178d5977e421cf9c4d4071958b223cbe4a2b6dd64611d521aa6bb7187 \
-    --hash=sha256:ae02cc1594f0addd748bf5ac1ccc7a73c03846ada9c553663c381b242b586606 \
-    --hash=sha256:b0c2b11aca16617cacaf385fb94134e73ba0216a924f9b85778cc7e3d3713361 \
-    --hash=sha256:b14cc65369d1425f2fb517609113465a0f55f19a49648160f2d10be4cb43ff4d \
-    --hash=sha256:b156b15165f7a0bbb392a124d8e2d678145c93e5bfcfef3b637e4d87eadcc85b \
-    --hash=sha256:b16d5880f7028442d6c49c94801ce9bff3af8af0fbda7c6039febb936714aed5 \
-    --hash=sha256:b3eb201c402bcf4f5b9399df0bb20d522636d2e87d1c6957a0b6d772ee636c61 \
-    --hash=sha256:bac6f355c454f94b0e15a04b7841236e5c5c4ef44d2d1beed00a3ad7b50ccc53 \
-    --hash=sha256:c24ba6aedb9b5540b56f3e74bff92b687c6e90c00650823385729c7e55923cf5 \
-    --hash=sha256:cbe9058b6520be74463476ff2cdb17bbab5ff60b60b3ed7bd8bd2d086bdfd9bd \
-    --hash=sha256:cc13c2e0f1b8efc3a46941de9db768fa59937b5a54081ec0cb0ff0da17d1fff3 \
-    --hash=sha256:dd5fe7552edc81628e4242b4671f7bad5ff1ec790bae5c7615d989375620edac \
-    --hash=sha256:eb629b5fb0376fbf39d575cf1365e504b84877b19f9e8d53caa5228fed56894a \
-    --hash=sha256:ee8ee2c7c227c413ad9b88ddba1cb6a25e28c217ae73ecac1c7a6b8c29003604 \
-    --hash=sha256:ef0d29c705db552f9e75230f946b0ca9db0db903c5c9ee79ce8b88ad25ea9670 \
-    --hash=sha256:f1791f4627c42fe2d2833c884d036b0c5c8cf628f2cdfa3536191c217acf729e \
-    --hash=sha256:f282e701dca155b3e7f1644d7e3b60c201ca5f3be8045bce34042d3c737d63ee \
-    --hash=sha256:f2b1da4e68d618c7972e583ae19f386ae620258acb61564e8067c203f27cd769 \
-    --hash=sha256:f9737c06b13ca2012b9900185fa3af72a37941c532da2e6373dd7c9ab16abddf \
-    --hash=sha256:fb8a7b197aaf466a7577ca6690aa9d747081b653ab212d052d71f3cc10587c3b \
-    --hash=sha256:fdd774b26407babd0205ef85a098f90553e6b3da77a22322a1e7d2cb51f742c0
+pymssql==2.3.13 \
+    --hash=sha256:0a7e6431925572bc75fb47929ae8ca5b0aac26abfe8b98d4c08daf117b5657f1 \
+    --hash=sha256:0fddd24efe9d18bbf174fab7c6745b0927773718387f5517cf8082241f721a68 \
+    --hash=sha256:123c55ee41bc7a82c76db12e2eb189b50d0d7a11222b4f8789206d1cda3b33b9 \
+    --hash=sha256:1493f63d213607f708a5722aa230776ada726ccdb94097fab090a1717a2534e0 \
+    --hash=sha256:152be40c0d7f5e4b1323f7728b0a01f3ee0082190cfbadf84b2c2e930d57e00e \
+    --hash=sha256:16c5957a3c9e51a03276bfd76a22431e2bc4c565e2e95f2cbb3559312edda230 \
+    --hash=sha256:17942dc9474693ab2229a8a6013e5b9cb1312a5251207552141bb85fcce8c131 \
+    --hash=sha256:1c6d0b2d7961f159a07e4f0d8cc81f70ceab83f5e7fd1e832a2d069e1d67ee4e \
+    --hash=sha256:2137e904b1a65546be4ccb96730a391fcd5a85aab8a0632721feb5d7e39cfbce \
+    --hash=sha256:2b056eb175955f7fb715b60dc1c0c624969f4d24dbdcf804b41ab1e640a2b131 \
+    --hash=sha256:30918bb044242865c01838909777ef5e0f1b9ecd7f5882346aefa57f4414b29c \
+    --hash=sha256:319810b89aa64b99d9c5c01518752c813938df230496fa2c4c6dda0603f04c4c \
+    --hash=sha256:476f6f06b2ae5dfbfa0b169a6ecdd0d9ddfedb07f2d6dc97d2dd630ff2d6789a \
+    --hash=sha256:48631c7b9fd14a1bd5675c521b6082590bf700b7961c65638d237817b3fde735 \
+    --hash=sha256:4aa18944a121f996178e26cadc598abdbf73759f03dc3cd74263fdab1b28cd96 \
+    --hash=sha256:4b834c34e7600369eee7bc877948b53eb0fe6f3689f0888d005ae47dd53c0a66 \
+    --hash=sha256:4d87237500def5f743a52e415cd369d632907212154fcc7b4e13f264b4e30021 \
+    --hash=sha256:51e42c5defc3667f0803c7ade85db0e6f24b9a1c5a18fcdfa2d09c36bff9b065 \
+    --hash=sha256:5c045c0f1977a679cc30d5acd9da3f8aeb2dc6e744895b26444b4a2f20dad9a0 \
+    --hash=sha256:5c2e55b6513f9c5a2f58543233ed40baaa7f91c79e64a5f961ea3fc57a700b80 \
+    --hash=sha256:612ac062027d2118879f11a5986e9d9d82d07ca3545bb98c93200b68826ea687 \
+    --hash=sha256:6a6c0783d97f57133573a03aad3017917dbdf7831a65e0d84ccf2a85e183ca66 \
+    --hash=sha256:79c759db6e991eeae473b000c2e0a7fb8da799b2da469fe5a10d30916315e0b5 \
+    --hash=sha256:7d7037d2b5b907acc7906d0479924db2935a70c720450c41339146a4ada2b93d \
+    --hash=sha256:7f9b1d5aef2b5f47a7f9d9733caee4d66772681e8f798a0f5e4739a8bdab408c \
+    --hash=sha256:8d66ce0a249d2e3b57369048d71e1f00d08dfb90a758d134da0250ae7bc739c1 \
+    --hash=sha256:910404e0ec85c4cc7c633ec3df9b04a35f23bb74a844dd377a387026ae635e3a \
+    --hash=sha256:a930adda87bdd8351a5637cf73d6491936f34e525a5e513068a6eac742f69cdb \
+    --hash=sha256:aa5e07eff7e6e8bd4ba22c30e4cb8dd073e138cd272090603609a15cc5dbc75b \
+    --hash=sha256:b0af51904764811da0bfe4b057b1d72dee11a399ce9ed5770875162772740c8a \
+    --hash=sha256:c0ea72641cb0f8bce7ad8565dbdbda4a7437aa58bce045f2a3a788d71af2e4be \
+    --hash=sha256:c690f1869dadbf4201b7f51317fceff6e5d8f5175cec6a4a813e06b0dca2d6ed \
+    --hash=sha256:cf4f32b4a05b66f02cb7d55a0f3bcb0574a6f8cf0bee4bea6f7b104038364733 \
+    --hash=sha256:d663c908414a6a032f04d17628138b1782af916afc0df9fefac4751fa394c3ac \
+    --hash=sha256:d94da3a55545c5b6926cb4d1c6469396f0ae32ad5d6932c513f7a0bf569b4799 \
+    --hash=sha256:db77da1a3fc9b5b5c5400639d79d7658ba7ad620957100c5b025be608b562193 \
+    --hash=sha256:e053b443e842f9e1698fcb2b23a4bff1ff3d410894d880064e754ad823d541e5 \
+    --hash=sha256:e7c31f192da9d30f0e03ad99e548120a8740a675302e2f04fa8c929f7cbee771 \
+    --hash=sha256:eb3275985c23479e952d6462ae6c8b2b6993ab6b99a92805a9c17942cf3d5b3d \
+    --hash=sha256:f1897c1b767cc143e77d285123ae5fd4fa7379a1bfec5c515d38826caf084eb6 \
+    --hash=sha256:f5d995a80996235ed32102a93067ce6a7143cce3bfd4e5042bf600020fc08456 \
+    --hash=sha256:fc5482969c813b0a45ce51c41844ae5bfa8044ad5ef8b4820ef6de7d4545b7f2 \
+    --hash=sha256:ff5be7ab1d643dbce2ee3424d2ef9ae8e4146cf75bd20946bc7a6108e3ad1e47
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -4849,9 +4906,7 @@ pyodbc==5.3.0 \
 pyopenssl==26.2.0 \
     --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \
     --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+    # via snowflake-connector-python
 pyparsing==3.3.2 \
     --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
     --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
@@ -4967,8 +5022,8 @@ pyroaring==1.1.0 \
     --hash=sha256:fdf484d26016e0c016f23f2b635d2899daec034565fdcc062ed6b10f3b26a3f4 \
     --hash=sha256:fe0b9f0baf190663df37571cbb8a77370e7bd3a66068276d48f813c53ceba530
     # via pyiceberg
-pyspark==4.1.2 \
-    --hash=sha256:fa5d6159f700d0990a07f4f62df1b7449401dccee9cd7d5d6df8957530841602
+pyspark==4.2.0 \
+    --hash=sha256:5ad689d53570ee1674193fd4f9bda065f0db3be9363a27d2a3406cc457b70b61
     # via feast (pyproject.toml)
 pytest==7.4.4 \
     --hash=sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280 \
@@ -5021,146 +5076,132 @@ pytest-xdist==3.8.0 \
     --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \
     --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1
     # via feast (pyproject.toml)
-python-bidi==0.6.10 \
-    --hash=sha256:00e8f3504e63a7713bdc1367b3de46270ddc76551f1cf04510039d65a123fd53 \
-    --hash=sha256:038d29ba39a638a5aa904e3f86547f6f883ca16b3ea1db98fbc861e9644762fe \
-    --hash=sha256:0533a900b9b9fa94e1c906e8cdb15b579389ce3fa959af228a12e8527aaba8cc \
-    --hash=sha256:0675bdaceac9e2bd8ea99729d064435d1d1502e1875b87ed72ad93a8da153ff0 \
-    --hash=sha256:07de0d6b998184233e8f753cbff5e828e0204b38daa3deaa458af6cb53c0960d \
-    --hash=sha256:099b82f05557c1588973cceab0ebd2535800990850b4cbf8eae57682ef746a16 \
-    --hash=sha256:099c3c29d813e263e999205ec9d59658c519c3bc51256e8ab3761ff3dc46a1b3 \
-    --hash=sha256:09c90aca4713ed86422acfbaf90d8c5c9f64cbae02e737e7f82f13cd2ff4f34c \
-    --hash=sha256:09d70ad127cbcb9cc5e90c4f2f427d998450374870f305345a8c23338a0bca55 \
-    --hash=sha256:0c63bf9de0646eb7cf8d520e258701e5086c010e18cbc32e8ab884e29d5ff12f \
-    --hash=sha256:0e404d7e027bd47553e48d9e3f207f3ee255698cac1fa80380d4703d4397ffe5 \
-    --hash=sha256:0ef816ef2a04ce92108cdcc61c7710860e0f2b11906d493e14c6e5b403b09a01 \
-    --hash=sha256:0f1c310774819302fba49b0608126033ba4b2bd0fb01d23b2c232df6d31003a4 \
-    --hash=sha256:0f6a5c7b00ce285a3389e261db3f0477c2c3e893b352e65889410d995ff5ee13 \
-    --hash=sha256:15298befde960a80885729c3603a95058f611b7d71de645cfbdd875f98146e14 \
-    --hash=sha256:153a2f75648ceb583a09e66b4da99ec54b82e3226e5c0992f79e05d2d00d5a6e \
-    --hash=sha256:1552aad47e65e8458346307e8b3fe7ae8eb0fcf3ea4ce3aba5cf44c50117e30b \
-    --hash=sha256:15f0deadc4e8bf4d5458d62c4c94f7716c1d29f106751f2d9f5a478698465df0 \
-    --hash=sha256:19c06c20f47f4a3daad14b5e7c2b4e23e76f4277883ef43616ecd9a8eff73203 \
-    --hash=sha256:1a156226a8723942b50ffa210d1840688da158c185e3d0840743345003249875 \
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+    --hash=sha256:57aa56b1eca5f63ebdd25fe8fad02eab7797fc45ad1efc5eed2a830e2bd2038d \
+    --hash=sha256:5dd49c11ae87ee6ced68594faa78b34a89a1a3c43647fa6157765f9726f9daf3 \
+    --hash=sha256:5f3e1743b2d43377c4da5d687a03430a27f5769e158a9f75a50b05e7e82f4d21 \
+    --hash=sha256:5f9ed312d445a691c0afec995ca4f726abe357d8da500e389f77fb874fa7ef76 \
+    --hash=sha256:60150bffbe43bfc1e356c0c2900ba643a02ce09c37bc0c553c4d83e5c3de63ad \
+    --hash=sha256:60d9bf6c60c022657637f64897e63dc3f5b1c07cb7f0e1ead6150aff5150c5ab \
+    --hash=sha256:619ee3fe03daec8d3ce12239f0c22455676a063b2bcde361caecd788fae5b8d5 \
+    --hash=sha256:62a6b700f3d7a2c4d52a5dccca765711a2414e734360b00365e155698a26e461 \
+    --hash=sha256:63d9dcc714d549a5118ebc93b7a7c903a0c1feec8e57f5fcacf98d984b76325b \
+    --hash=sha256:6623683fe39b9fbf508e3069f17e8e9cab26143f9d9f89c8a8f45424c052df4f \
+    --hash=sha256:68c3e570f2908ac39db0b269f5648e257fab5204344b9bf6dae80852ae4cbe1c \
+    --hash=sha256:69d1f4ee17644e8aeac93a7238ee2f28d79b0180815441eb511b77e6585aa971 \
+    --hash=sha256:6c92d1cad16f9ec2f2a3ae439a0bc3a8e4189ec227987bed03d5b4056d5eb9c5 \
+    --hash=sha256:6ca92a4e460f7e25e434a6d7982d94a4765ca242f527995da70abb5a32003b8a \
+    --hash=sha256:6d9ef69c108b31f38e1f281a55fdedad7774bc1e952a45c8c14a18e891eee397 \
+    --hash=sha256:6dc112e2239f69913273cbb0c050ca816b145b32037d4266c430159c5ddcdab2 \
+    --hash=sha256:721697187f4da67dafc26f63488f463fa35ff2de8668d959fda773cccdbef0eb \
+    --hash=sha256:73c38c604bfc01647c69ce38e5cf8b4206e2ede91ca3eb8e5d79b7409f17e0b3 \
+    --hash=sha256:74457b43db34f984252e915828b5d1a4042a771f44e853a5643506d01562eccb \
+    --hash=sha256:7738cfc7ee9fcdff3fef76b40007982ce7704010a51df307c4a51d378f5ff1ba \
+    --hash=sha256:777fb44a6f1e91d6adde36e815024c210b0208f35d00762880257b8fb04dc849 \
+    --hash=sha256:788c11c84b520ea973992cc95751d56b783ff5857df504c1347d99cacd2fcfe7 \
+    --hash=sha256:79df1099a08e53edb678236d4d76d8de4e3901bafc84ce1788b71f9b96547325 \
+    --hash=sha256:7c4dc0d1328321aeb08054be654e1d39f171d5aae8dca931c9332860f18f57d7 \
+    --hash=sha256:7cb34dd8d22ca1847653c0e1cbba8fd96de09c24b8c83b7805eab270c81e863a \
+    --hash=sha256:8013c1e6267a929be98d10c3a617171709c8226bd33c6180ec65e560c35b6df8 \
+    --hash=sha256:80cfe97e2d65981be877ae5bd2338c6919a7cc1171fc308c8b8c7c306ba6ffd8 \
+    --hash=sha256:83c780f7e4c3dd3f020db75dc425567981e65c6d5571b3c0372203d0df92c834 \
+    --hash=sha256:83ee87feb5eafc0442e1db0014dad20d52a2a7a140b6cddc8f7bc65918f0a7b4 \
+    --hash=sha256:879c3fba3e7511c7d01020449d970ca7d6a593f20cfc47c014d3d229a38930b2 \
+    --hash=sha256:8b6b7fce8f47578be9aebf5a0b6b2d6c157b4e97af7586ecf13bfca5d128deea \
+    --hash=sha256:8eb09af209cd660fa9689f6ce9e61e73c8afa4829ae61801deea7f6e32263800 \
+    --hash=sha256:8fbb6d222b50324fb9d49b6ff0f8566fa97b907a68c00e6622fcf34463104f4a \
+    --hash=sha256:9435acc52438c3c8f5142b9a17a622927618e80a32eed707343bc375cb51cebe \
+    --hash=sha256:946b7dbec4e64017680f1a66b3a8534659d889018ac83bd2abf958278e6f62b0 \
+    --hash=sha256:94f7f66bd7680d3f2085adaeea91c01b3281a79bb5041db1a51cbe8af36a9d88 \
+    --hash=sha256:959335cd3814cb767fb832c5c71cbc838ccd9231a812ef2cb43092a216a91d5b \
+    --hash=sha256:969ee7db3e169fcc0b2d2d094826e03cc5798dfd6b3571a340ea883672396cb1 \
+    --hash=sha256:9af2b5c26a3eb960699dff040535a86dc2c0f708087b2d63bcfd6452fe9d0664 \
+    --hash=sha256:9d18916c97855d68515ca2b3581948b6d864c304cd386210ab5aff5e0fb9be2c \
+    --hash=sha256:a1115f3f02eb836b39e0c986a6b9e92c4377a1e5a680409650b02ec6b1a795e6 \
+    --hash=sha256:a1b5ee069001bf7f4fff109598a9396caa96bb35e1b906b2c6d1bab9f9b2c4bd \
+    --hash=sha256:a4f4a0cd24c09df748bfdc207b089c00e7af19f3151063f4cd74ac658290186b \
+    --hash=sha256:a52f7ad9ef9091e81869e5d255e796755ccf542ade14dda17647cb7d7ffe1b9c \
+    --hash=sha256:a873e6f8ab28b5a56201d5cdb98f4c7d2ff88e636a58659c5ac271e287001658 \
+    --hash=sha256:a9aa2890661b238730e680ccd6eb06f4da625b2dbc1730052dae6f2d88957192 \
+    --hash=sha256:ab8af1cc29c3f400a0f781d50f8ab52a8c63adf2fcef16f14641cd97e06a80e0 \
+    --hash=sha256:acccb6d90e694684db2d314db2e2b0d3b8949bf1cfaec6d9808a8889f548add7 \
+    --hash=sha256:ad5d9b8e8a6c330208eba413db506de58f21dbf88a1f1d5d75ef5f9e0e714adf \
+    --hash=sha256:af7711cc6eeeadcb1aae877e0736a68e111c73a29562da6106c5e2fbb4dd83b2 \
+    --hash=sha256:b2c759e13ebb81edaac3041697328bb1ca8433b55281723879f6b54e74881240 \
+    --hash=sha256:b433840a924c8788f0abbda15d22c71dc636e2078d7d3ba39369cebe4bef74b8 \
+    --hash=sha256:bde89739a979d9eb3ac48c4882c8a42dd528a7708b0faa99b90b551588bd5f8d \
+    --hash=sha256:c17393753ddb77377f754ba2a88cacfe3056040a8a5dff8d43f9d5e51bbe1edc \
+    --hash=sha256:c26cd9d81f820159026b1c99905ca12bf13892e3f6a9303359fef42fe6f39e50 \
+    --hash=sha256:c6aca20472d7040bc1f0aadb510cb20d40b3d6caa4c8bf82d075ba2650a41652 \
+    --hash=sha256:c6b3c853f99172ef22e5a16c8114cf243e351c8e70f72a894164088c2c99d9cb \
+    --hash=sha256:caee7ee3662eab1411b44fef8571b87273cb5235061d7463ebd10e412ac07986 \
+    --hash=sha256:cd564b8c583eba2d230d02d0467fd840045f08856b6524555cfff7f32af63c72 \
+    --hash=sha256:ce2ef68dce82ae4067cf28910224d77b45eb2c2b3904db6eb670d1cddb8d0eb2 \
+    --hash=sha256:cf4e88a6fec81b7155a487cbbea7753a3d9a76dc4d391b4f8958b37227ef2c12 \
+    --hash=sha256:d14f2d400c75e07d1154299463a3d4d14aa5565b05088b2d9b314ccd9fd6dc3a \
+    --hash=sha256:d52ec8ccdc2fd5c61749d876a9d1eb0ea6543c1676722e1e3fb9d7800852131c \
+    --hash=sha256:d5695d87969fed5b3799b8a98848cb04fe2873fded46efe9f3f2f341efd1b829 \
+    --hash=sha256:d7291e13496cb74fc1b71f7f1e3628586afefa531102bb4fa7af9c2d543efc3c \
+    --hash=sha256:d73a821873c52635321196cfb8d3a231d7917ca284cf2bcd9422f6deb19db7ca \
+    --hash=sha256:da51a3a2940478219f19249fcf7cd45e8ddc197982be22efa43c4763e9d2eb57 \
+    --hash=sha256:dc69d594682fbedec7d0cc81cd4d5f14fb40b6b365587238fafb91509cfea020 \
+    --hash=sha256:dfbb9ba8343a60daf4ced67c11d551dafe9a3c94892c326e4c216fa2e6eca802 \
+    --hash=sha256:e142820537e08d567c2c017e26df05f88856a03f0f3948209cfcdc39617df363 \
+    --hash=sha256:e4ebc24ac38e50676f65daf7ba6c568789660cb60d6dcf2606d4310dba826721 \
+    --hash=sha256:e6c474618a7b6a50c10007f8a9edb50def6d98d297a07a34dc2fb82c344f2b8b \
+    --hash=sha256:f0ee4e80dd3b2a46868dcc73e00aa59f99c0e1de54a2ba783faf0fddba2ccce2 \
+    --hash=sha256:f237ebb570fd8bbe479b6967374d82b7f0b26f9452c276bdd5f793d83e7062bd \
+    --hash=sha256:f400a30573774a1e90c0d50d43c35d9c004afcf53de801bbfd259f84ea80f31c \
+    --hash=sha256:f563d20481f7d316adf605bb94d5b7182acecdbc4d431d60473e9b1d526d0210 \
+    --hash=sha256:f7a8429d0d65232e314b4f494825c1205abcc3039f42bf7da80424a15b731709 \
+    --hash=sha256:f8655ac559dcfce7179b150ebcc207982d4d60e67b3089b2032eed3a0a78c07a \
+    --hash=sha256:f99162d6c6c9522c46eb213f1bc932829c2602131676c92f081cb865b8ef6784 \
+    --hash=sha256:fa2848c3116d619870d114471fcd4a9f1aa43587a002111d7af1e6582f1b57e9 \
+    --hash=sha256:fc3b0a6e2460f68de9ab98f71e3098bb21bb984563417ad104dec7ab08ebcadc \
+    --hash=sha256:fccd1808bb427d6a6d34168461bef551faa93ce3dda489fcef9073bcd9b34a5e \
+    --hash=sha256:ff675d036823bff05a2e0f8cdb13f5414274ff517d13b0d57c15527015eb6acb
     # via easyocr
 python-dateutil==2.9.0 \
     --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \
@@ -5212,9 +5253,9 @@ python-pptx==1.0.2 \
     --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \
     --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095
     # via docling
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   great-expectations
     #   pandas
@@ -5415,22 +5456,25 @@ qdrant-client==1.18.0 \
     --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \
     --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4
     # via feast (pyproject.toml)
-ray[data, default]==2.54.1 \
-    --hash=sha256:054985194bd32f4464c93f9318d247fac61e1f32ac221565ecfdc81ab8c75d0b \
-    --hash=sha256:0c3ae2943176e7b239c78b825a5b2bf4135d90280083a0e19c0a75a5db4d836f \
-    --hash=sha256:2766f0230806480c38a9a94502087f1d4aea919f38521a28781690613b0290a4 \
-    --hash=sha256:2ea650e648acc6e76edd98c694657fd1fcb1cd97700d944a7d20da90269e9810 \
-    --hash=sha256:4c6f7e23dda62a32f94083141c3f97e9c4246e3ae4ae2bc488bcd8fd0311f54a \
-    --hash=sha256:512587412e2f5e1753adabfdfa4dd9cff1dc509601e36fd5fab671e448ae4dac \
-    --hash=sha256:6425f15cfe6a298366b53c8658350f94ced2c548802ca3b69f94b87db16e97c5 \
-    --hash=sha256:645ebfb73cfd32bd510a05ed9f2738a18d6db69929cae9701d749f2740dbfd9a \
-    --hash=sha256:673a895c0c4a716ed772552baa3f5b8d7d1f7a4b34e04787fdfe6fe3049ed0d8 \
-    --hash=sha256:86c51eafd3e84dad59c1ef4cf97b3ac8c088af0705782ee915e31bca5880597a \
-    --hash=sha256:c0240496af274af7cd3b1b1d015f23b88e5fdafe59bfdc040e5f229e0aff5dff \
-    --hash=sha256:cd452b61ae2e0daf9271f5a554614397429cc2731681bae10fe72316dadc2749 \
-    --hash=sha256:d05f477d1518a00fd5880644e889a7a3eaf64ae5d1f8f239a682d052ad2a383d \
-    --hash=sha256:e095dfe9c521a04e5930520b4a82ea82d61903d4cd2f3270fbc5dfbdb41b9c72 \
-    --hash=sha256:ea90bed0110e0ce3ff6571e7a0c800920a3c6d299d29b8eac020dac362667169
+ray[data, default]==2.55.1 \
+    --hash=sha256:0053fd5b400f7ac56263aa1bbd3d68fb79341b08b8dc697c88782d5aca7b3ed4 \
+    --hash=sha256:0ea2f670a7725833ad2333a8c46ab69865ad06c8e5de9f65695e0f8f35331cec \
+    --hash=sha256:137f9006eee28caab8260803cca314f37bbda3fc94fdfa31c770b5d019626ad8 \
+    --hash=sha256:1380e043eb57cde69b7e9199c6f2558ceeb8f0fc41c97d1d5e50ea042115f302 \
+    --hash=sha256:156ed3e72ad95b645d2006cd71a8dddbcc89b56bfc00027f6225adf78bd9cb74 \
+    --hash=sha256:263705f6bab29e7622a94f82da25fd7f9cead76cdf89a07aab28f79cdf8f9d95 \
+    --hash=sha256:26541f69bb55607ef8335baac75b2ed12ff2ce02d56313219b29eda003039221 \
+    --hash=sha256:2d5786661e192148719accc959def6cdcabd7a24cd9008005bf3d0e3c8cfd529 \
+    --hash=sha256:4e618d61e1b14b6fde9a586151f3fd9d435b0b85048b997bcaa7f4a533747b2b \
+    --hash=sha256:5e56d2e8f304cafe990c198a2b894f5b813de018998cd7212869201f6dc17cff \
+    --hash=sha256:86e618e9ad8c6a24331c788eb599cee9838a62d2e10dfca0227743be06cf551c \
+    --hash=sha256:9ad56704c8bd7e92130162f9c58e4ef473609515637673d5a36e761f95335206 \
+    --hash=sha256:b062045c64c2bce39a51661624f7292c7bbf30f2a9d878627aae31d46da5712d \
+    --hash=sha256:b415d590e062f248907e0fe42994943f11726b7178fcf4b1cf5546721fb1a5f8 \
+    --hash=sha256:baf2ec89df7838cabdef493ff9bdbec1e6a6452f8bc696ad0c1b8a6198721745 \
+    --hash=sha256:bb49fbbe53a1d931e1f92d17f9271338f0b738885f8f70b7f531aa33f019d8af \
+    --hash=sha256:d5382da181c03ee2f502ef46cf0ae4bbc30157b5bd9a67d7651f6a272528a85a \
+    --hash=sha256:f9844a9272ef2e6eb5771025866072cf4234cf4c7cc1a31e235b7de7111864be
     # via codeflare-sdk
 redis==7.4.1 \
     --hash=sha256:1a1df5067062cf7cbe677994e391f8ee0840f499d370f1a71266e0dd3aa9308e \
@@ -5443,121 +5487,121 @@ referencing==0.37.0 \
     #   jsonschema
     #   jsonschema-specifications
     #   jupyter-events
-regex==2026.5.9 \
-    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
-    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
-    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
-    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
-    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
-    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
-    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
-    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
-    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
-    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
-    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
-    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
-    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
-    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
-    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
-    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
-    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
-    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
-    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
-    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
-    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
-    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
-    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
-    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
-    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
-    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
-    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
-    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
-    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
-    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
-    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
-    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
-    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
-    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
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+    --hash=sha256:c10b82c2634df08dfb13b1f04e38fe310d086ee092f4f69c0c8da234251e556e \
+    --hash=sha256:c42572142ed0b9d5d261ba727157c426510da78e20828b66bbb855098b8a4e38 \
+    --hash=sha256:c4585c3e64b4f9e583b4d2683f18f5d5d872b3d71dcf24594b74ecc23602fa96 \
+    --hash=sha256:c639ea314df70a7b2811e8020448c75af8c9445f5a60f8a4ced81c306a9380c2 \
+    --hash=sha256:c670fe7be5b6020b76bc6e8d2196074657e1327595bca93a389e1a76ab130ad8 \
+    --hash=sha256:cc1b2440423a851fad781309dd87843868f4f66a6bcd1ddb9225cf4ec2c84732 \
+    --hash=sha256:cd3584591ea4429026cdb931b054342c2bcf189b44ff367f8d5c15bc092a2966 \
+    --hash=sha256:d15df07081d91b76ff20d43f94592ee110330152d617b730fdbe5ef9fb680053 \
+    --hash=sha256:d19662dbedbe783d323196312d38f5ba53cf56296378252171985da6899887d3 \
+    --hash=sha256:d24ecb4f5e009ea0bd275ee37ad9953b32005e2e5e60f8bbae16da0dbbf0d3a0 \
+    --hash=sha256:d446c6ac40bb6e05025ccee55b84d80fe9bf8e93010ffc4bb9484f13d498835f \
+    --hash=sha256:d51ffd3427640fa2da6ade574ceba932f210ad095f65fcc450a2b0a0d454868e \
+    --hash=sha256:d6ce43a0269d68cee79a7d1ade7def53c20f8f2a047b92d7b5d5bcc73ae88327 \
+    --hash=sha256:d721e53758b2cca74990185eb0671dd466d7a388a1a45d0c6f4c13cef41a68ac \
+    --hash=sha256:d7da47a0f248977f08e2cb659ff3c17ddc13a4d39b3a7baa0a81bf5b415430f6 \
+    --hash=sha256:db47b561c9afd884baa1f96f797c9ca369872c4b65912bc691cfa99e68340af2 \
+    --hash=sha256:dbe6493fbd27321b1d1f2dd4f5c7e5bd4d8b1d7cab7f32fd67db3d0b2ed8248a \
+    --hash=sha256:dbece16025afda5e3031af0c4059207e61dcf73ef13af844964f57f387d1c435 \
+    --hash=sha256:ddd67571c10869f65a5d7dde536d1e066e306cc90de57d7de4d5f34802428bb5 \
+    --hash=sha256:de9208bb427130c82a5dbfd104f92c8876fc9559278c880b3002755bbbe9c83d \
+    --hash=sha256:e30d40268a28d54ce0437031750497004c22602b8e3ab891f759b795a003b312 \
+    --hash=sha256:e8b0abe7d870f53ca5143895fef7d1041a0c831a140d3dc2c760dd7ba25d4a8b \
+    --hash=sha256:f035d9dc1d25eff9d361456572231c7d27b5ccd473ca7dc0adfce732bd006d40 \
+    --hash=sha256:f04b9f56b0e0614c0126be12c2c2d9f8850c1e57af302bd0a63bed379d4af974 \
+    --hash=sha256:f0fa4fa9c3632d708742baf2282f2055c11d888a790362670a403cbf48a2c404 \
+    --hash=sha256:f2e7f8e2ab6c2922be02c7ec45185aa5bd771e2e57b95455ee343a44d8130dff \
+    --hash=sha256:f8f6fa298bb4f7f58a33334406218ba74716e68feddf5e4e54cd5d8082705abf \
+    --hash=sha256:fbf300e2070bb35038660b3be1be4b91b0024edb41517e6996320b49b92b4175 \
+    --hash=sha256:fce7760bf283405b2c7999cab3da4e72f7deca6396013115e3f7a955db9760da \
+    --hash=sha256:fcee38cd8e5089d6d4f048ba1233b3ad76e5954f545382180889112ff5cb712d \
+    --hash=sha256:fe31f28c94402043161876a258a9c6f757cb485905c7614ce8d6cd40e6b7bdc1 \
+    --hash=sha256:ffd8893ccc1c2fce6e0d6ca402d716fe1b29db70c7132609a05955e31b2aa8f2
     # via
     #   feast (pyproject.toml)
     #   parsimonious
@@ -5607,9 +5651,9 @@ requests-toolbelt==1.0.0 \
     --hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \
     --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
     # via python-keycloak
-responses==0.26.1 \
-    --hash=sha256:2eb3218553cc8f79b57d257bac23af5e1bf381f5b9390b1767816f0843e01dc2 \
-    --hash=sha256:8aacc4586eb08fb2208ef64a9eb4258d9b0c6e6f4260845f2f018ab847495345
+responses==0.26.2 \
+    --hash=sha256:6fdfeabd58e5ec473b98dfe02e6d46d3173bd8dd573eff2ccccf1a05a5135364 \
+    --hash=sha256:9c9259b46a8349197edebf43cfa68a87e1a2802ef503ff8b2fecbabc0b45afd8
     # via moto
 rfc3339-validator==0.1.4 \
     --hash=sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b \
@@ -5636,137 +5680,123 @@ rich==14.3.4 \
     #   ibis-framework
     #   pyiceberg
     #   typer
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
-    --hash=sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf \
-    --hash=sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2 \
-    --hash=sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f \
-    --hash=sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf \
-    --hash=sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049 \
-    --hash=sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3 \
-    --hash=sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964 \
-    --hash=sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291 \
-    --hash=sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14 \
-    --hash=sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc \
-    --hash=sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47 \
-    --hash=sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5 \
-    --hash=sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d \
-    --hash=sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb \
-    --hash=sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df \
-    --hash=sha256:a05fa4f41f37ec97c9c260441a940450a192f78d774d2b097eee1379f1e1246a \
-    --hash=sha256:a2999883eedf72fdfb7520b92c7d4ec2572a71ff40239377aa604cc529eecafc \
-    --hash=sha256:aad1bff7f666b9598e573815affd666aac6a13a585dde336f843e33350c7fadc \
-    --hash=sha256:abe76bcdba31e576cb83eeb8797aa0d882b738fef6dc65d0601fc753806a5b46 \
-    --hash=sha256:ad3773236e95f7f33991eb125224b7da66f206504d032a253a02da7e134519fb \
-    --hash=sha256:af03e34e860047bc7a352b842856fcf78798fbb81132cc98bd2f907ab4eb9cd2 \
-    --hash=sha256:b1b964e3ab599e718dc46c018d104b1ebc007cbc6567d827c94a687fca56d77e \
-    --hash=sha256:b1be5c35683684d5331b93600c210e8367c254683d8a6df6bd21bd2da3a334fb \
-    --hash=sha256:b317c87a13f769a4e787819bd508aaa5d69aa09b0880de9af6d3a8a54571cdec \
-    --hash=sha256:b3cc20c0d800af78fd0fac68086e28c1856cec51ea528bb81ea851aa40d39325 \
-    --hash=sha256:b4e4bc98639ec915f512fde3aa7a95e0041d95d9c3cc86eea841fa63cb1e8600 \
-    --hash=sha256:b5c30f3f04eef4fbd362226a6f31d7c8895ca4fbb6e0b790f6890a98d8da8559 \
-    --hash=sha256:b5f077b44a4f7808520f66dae234988d867deb9aed9be5da057ce9ba831b2a41 \
-    --hash=sha256:b6825cc329b290e93c5f6a9be2393118a763f6ccf6abd83704e0c102ca583644 \
-    --hash=sha256:b8d2f912928d426e8cfa396f7f3f8d29a59e6689c86dcca3c420730c1096322b \
-    --hash=sha256:b95d5e11fc712b752081183a55a244c03cd00570489edd7014d8899f8ceb8162 \
-    --hash=sha256:b9a6528956191c48c52294a592dbd4a8386d7048bdb25c0efcb6b966466c6d83 \
-    --hash=sha256:ba05adbf15d994c38ec0b7ab32e858e5110c21e9009a00a86545fd220f84e038 \
-    --hash=sha256:c0f920015df2a504bebaba6d4c31ccf3fcf942f92655c086da30b671aad19aa6 \
-    --hash=sha256:c396c1304de421050b3681ea70f371874b54d41b0151e96109758144c231e30b \
-    --hash=sha256:c39f5b67a8a2e67179ada2a954227d670fe65fa9098457f698f56ddf248709b3 \
-    --hash=sha256:c3df104083952a0e0c6f10de33e440eabe98fb6317d23e1a58c68f6df08d01b9 \
-    --hash=sha256:c74005a7bb87752acf351c93897ec63ad77a07a0da7ecad9c050e32e7286ba34 \
-    --hash=sha256:c93c629be4636cf54337bd5f06c104d55e42ced54d681f6fe21ae510a65116f6 \
-    --hash=sha256:ca653c6546386227cd9800d1bef6a348099acf8db4250341da6d90f663d6dfcb \
-    --hash=sha256:cacedb7a6e167680acba45ad5716e89067d225dc80da0d7040cae8c81d4572fa \
-    --hash=sha256:cc68e231a77a5f0d774ae278a1f8e55c0456501820847c1e4efb3829f3441df6 \
-    --hash=sha256:ce87129d9f2c14fa6c4a8601fb80eb4488c80d38a20cd13758ef11123e14995d \
-    --hash=sha256:cea68bcd53467561ae2f96a6bdad1544299ba97b5b0ddcd5ac3d376e5c781c24 \
-    --hash=sha256:cef8ac28d26f4dda3533060c20fbf80a325458fa9fd23ea72a73cdfa8e978838 \
-    --hash=sha256:d0efbe45632665e53e3db8fe1e5692db58fc5cb9bab4459d570b83efefe11164 \
-    --hash=sha256:d3858b908218ee108d0bbfb2095ccc237648053c9bf98affad7cb079acaf1d97 \
-    --hash=sha256:de42116e69cb53b911cc34aee5ab98f36c597b822545045d49e938818b99e5e4 \
-    --hash=sha256:df1d2a1996755b24b9ecee92cb4d36c28f86f464a6a173349c26bab41e94b8c2 \
-    --hash=sha256:e07be2a9d7122bd6e82dea89814ef8dc893feb1aae97fec1630f3263bbb30e55 \
-    --hash=sha256:e0b360f316d966b048b085857630b3cc51f3db2f07b06f440eac8f695374d1e3 \
-    --hash=sha256:e10464d17df3b582745c25cec695cb9558bca2cb6ddb631aee1787fc72c767b2 \
-    --hash=sha256:e3a8ae58895ac107ed934a6bf51e5846f95c53b9b940c2c6d310838fd5846358 \
-    --hash=sha256:e4abbf391a70be864920858bf360f4fb380577c9a0f732438a1996726e2c195b \
-    --hash=sha256:eaaea962c68cdc68d4a533ba985ab8e9484277910bbfaa2ab3ef7732667bfed8 \
-    --hash=sha256:ed0954b524873214369184a9c82b0eaa45a3fbb9a798cd95b17e0d98499e7ea0 \
-    --hash=sha256:edf2765d84e42447f112ad877af8fe1db0089aaec5b28e88d6eab45e7fe99cea \
-    --hash=sha256:ef1013a8625c74043210190b246f5b1551e09757c1f356c6e4160ef96c5bc081 \
-    --hash=sha256:efef4ac29c6ff495531eb17ee705b62841ecaa291b7c7077e848ea03e237164d \
-    --hash=sha256:f3a5b10e8ce894825f380a8f1b6444cf73c294dfea62afbb2d13e3a9e630cec1 \
-    --hash=sha256:f3df3d16ded76f1f8c9cdebd0e1ea55fdf4c23b812de189814da7cf229c22a81 \
-    --hash=sha256:f414556f6e3958300ff941e40c9f97e3dc9774ddd1b3434c475d73dd354bbed3 \
-    --hash=sha256:fc09f82e63d4bcd58149572f857a431bae851dc747e313c3b5bdf7abb907fda8 \
-    --hash=sha256:fc0c0f878ea770a0a8a462456c5ad36fc9fe6358e6b76fdadc7f17575e0b8bf1 \
-    --hash=sha256:fe71bca7d547acb17027c7fd1624ff8aae623499c498d3e7011182c4de5c25e0 \
-    --hash=sha256:fea6e836d10abbe191d557d33bd58bd5987725fe63aa1eefe557d230209855bd
+rpds-py==2026.6.3 \
+    --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5 \
+    --hash=sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680 \
+    --hash=sha256:127e08c0642d880cf32ca47ec2a4a77b901f7e2dd1ad9762adb13955d72ffcc9 \
+    --hash=sha256:166cf54d9f44fc6ceb53c7860258dde44a81406646de79f8ed3234fca3b6e538 \
+    --hash=sha256:168c733a7112e071bb7a66460e667edfcff06c017a3c523f7a8a8e08d0140804 \
+    --hash=sha256:1967debc37f64f2c4dc90a7f563aec558b471966e12adcac4e1c4240496b6ebf \
+    --hash=sha256:1cebd1337c242e4ec2293e541f712b2da849b29f48f0c293684b71c0632625d4 \
+    --hash=sha256:1cf01971c4f2c5553b772a542e4aaf191789cd331bc2cd4ff0e6e65ba49e1e97 \
+    --hash=sha256:1e5822dfc2f0d4ab7e745eaa6d85945069329beeccef965af3f3bb26058fcab6 \
+    --hash=sha256:22bffe6042b9bcb0822bcd1955ec00e245daf17b4344e4ed8e9551b976b63e96 \
+    --hash=sha256:23a439f31ccbeff1574e24889128821d1f7917470e830cf6544dced1c662262a \
+    --hash=sha256:24e9c5386e16669b674a69c156c8eeefcb578f3b3397b713b08e6d60f3c7b187 \
+    --hash=sha256:270b293dae9058fc9fcedab50f13cebf46fb8ed1d1d54e0521a9da5d6b211975 \
+    --hash=sha256:29dfa0533a5d4c94d4dfa1b694fcb56c9c63aad8330ffdd816fd225d0a7a162f \
+    --hash=sha256:2a9c6f195058cb45335e8cc3802745c603d716eb96bc9625950c1aac71c0c703 \
+    --hash=sha256:2bfd04c19ddbd6640de0b51894d764bd2758854d5b75bd102d2ef10cb9c293a9 \
+    --hash=sha256:2c54a076ca4d370980ab57bc0e31df57bbe8d41340436a90ef8b1219a3cbb127 \
+    --hash=sha256:2c958bf94822e9290a40aaf2a822d4bc5c88099093e3948ad6c571eca9272e5f \
+    --hash=sha256:2c99f7e8ccb3dd6e3e4bfeac657a7b208c9bac8075f4b078c02d7404c34107fa \
+    --hash=sha256:2f7c26fbc5acd2522b95d4177fe4710ffd8e9b20529e703ffbf8db4d93903f05 \
+    --hash=sha256:30c6dc199b24a5e3e81d50da0f00858c5bbdb2617a750395687f4339c5818171 \
+    --hash=sha256:38a2fea2787428f811719ceb9114cb78964a3138838320c29ac39526c79c16ba \
+    --hash=sha256:3a83ae6c67b7676b9878378547ca8e93ed77a580037bcbcd1d32f739e1e6089c \
+    --hash=sha256:3cfe765c1da0072636ca06628261e0ea05688e160d5c8a03e0217c3854037223 \
+    --hash=sha256:421aba32367055614287a4292b6a17f1939c9452299f7a0209c117e990b646d4 \
+    --hash=sha256:425560c6fa0415f27261727bb20bd097568485e5eb0c121f1949417d1c516885 \
+    --hash=sha256:4470ce197d4090875cf6affbf1f853338387428df97c4fb7b7106317b8214698 \
+    --hash=sha256:4cf2d36a2357e4d07bb5a4f98801265327b48256867816cfd2ceb001e9754a8f \
+    --hash=sha256:4f4bca01b63096f606e095734dd56e74e175f94cfbf24ff3d63281cec61f7bb7 \
+    --hash=sha256:501f9f04a588d6a09179368c57071301445191767c64e4b52a6aa9871f1ef5ed \
+    --hash=sha256:536bceea4fa4acf7e1c61da2b5786304367c816c8895be71b8f537c480b0ea1f \
+    --hash=sha256:538949e262e46caa31ac01bdb3c1e8f642622922cacbabbae6a8445d9dc33eaf \
+    --hash=sha256:539d75de9e0d536c84ff18dfeb805398e58227001ce09231a26a08b9aed1ee0e \
+    --hash=sha256:54f45a148e28767bf343d33a684693c70e451c6f4c0e9904709a723fafbdfc1f \
+    --hash=sha256:55927d532399c2c646100ff7feb48eaa940ad70f42cd68e1328f3ded9f81ca24 \
+    --hash=sha256:58eadac9cd119677b60e1cf8ac4052f35949d71b8a9e5556efccbe82533cf22a \
+    --hash=sha256:5e8d07bddee435a2ff6f1920e18feff28d0bc4533e42f4bf6927fbd073312c41 \
+    --hash=sha256:62698275682bf121181861295c9181e789030a2d516071f5b8f3c23c170cd0fc \
+    --hash=sha256:639c8929aa0afe81be836b04de888460d6bed38b9c54cfc18da8f6bfabf5af5d \
+    --hash=sha256:67e3a721ffc5d8d2210d3671872298c4a84e4b8035cfe42ffd7cde35d772b146 \
+    --hash=sha256:6de4744d05bd1aa1be4ed7ea1189e3979196808008113bbbf899a460966b925e \
+    --hash=sha256:6e84adbcf4bf841aed8116a8264b9f50b4cb3e7bd89b516122e616ac56ca269e \
+    --hash=sha256:7491ee23305ac3eb59e492b6945881f5cd77a6f731061a3f25b77fd40f9e99a4 \
+    --hash=sha256:79486287de1730dbaff3dbd124d0ca4d2ef7f9d29bf2544f1f93c09b5bcbbd12 \
+    --hash=sha256:7b689145a1485c335569bd056464f3243a29af7ed3871c7be31ad624ba239bc7 \
+    --hash=sha256:7f88d653e7b3b779d71ae7454e20dcc9b6bae903f33c269db9f2be41bda3f261 \
+    --hash=sha256:8020133a74bd81b4572dd8e4be028a6b1ebcd70e6726edc3918008c08bee6ee6 \
+    --hash=sha256:808345f53cb952433ca2816f1604ff3515608a81784954f38d4452acfe8e61d5 \
+    --hash=sha256:83e35b57523816c8613fd0776b40cd8bb9f596b37ddd2692eb4a6bb5ab2f8c93 \
+    --hash=sha256:842e7b070435622248c7a2c44ae53fa1440e073cc3023bc919fed570884097a7 \
+    --hash=sha256:847927daf4cffbd4e90e42bc890069897101edd015f956cb8721b3473372edda \
+    --hash=sha256:882076c00c0a608b131187055ddc5ae29f2e7eaf870d6168980420d58528a5c8 \
+    --hash=sha256:8b95977e7211527ab0ba576e286d023389fbeeb32a6b7b771665d333c60e5342 \
+    --hash=sha256:8bb68f03f395eb793220b45c097bd4d8c32944393da0fad8b999efac0868fc8c \
+    --hash=sha256:8c2642a7603ec0b16ed77da4555db3b4b472341904873788327c0b0d7b95f1bb \
+    --hash=sha256:8c3d1e9c15b9d51ca0391e13da1a25a0a4df3c58a37c9dc368e0736cf7f69df0 \
+    --hash=sha256:8c6e5a2f750cc71c3e3b11d71661f21d6f9bc6cebc6564b1466417a1ec03ec77 \
+    --hash=sha256:8d2294a31386bfa251d8c8a39472beee17db67d4f1a6eabea665d35c9a4461c3 \
+    --hash=sha256:8e4320744c1ffdd95a603def63344bfab2d33edeab301c5007e7de9f9f5b3885 \
+    --hash=sha256:8e65860d238379ed982fd9ba690579b5e95af2f4840f99c772816dbe573cb826 \
+    --hash=sha256:8f2e5c5ee828d42cb11760761c0af6507927bec42d0ad5458f97c9203b054617 \
+    --hash=sha256:900a67df3fd1660b035a4761c4ce73c382ea6b35f90f9863c36c6fd8bf8b09bb \
+    --hash=sha256:913ca42ccad3f8cc6e292b587ae8ae49c8c823e5dce51a736252fc7c7cdfa577 \
+    --hash=sha256:9250a9a0a6fd4648b3f868da8d91a4c52b5811a62df58e753d50ae4454a36f80 \
+    --hash=sha256:931908d9fc855d8f74783377822be318edb6dcb19e47169dc038f9a1bf60b06e \
+    --hash=sha256:9826217f048f620d9a712672818bf231442c1b35d96b227a07eabd11b4bb6945 \
+    --hash=sha256:9891e594296ab9dada6551c8e7b387b2721f27a67eecd528412e8906247a7b90 \
+    --hash=sha256:9c1255b302953c86a486b81d330d5ee1d5bd937691ce271b6be0ef0e299eaab7 \
+    --hash=sha256:a0811d33247c3d6128a3001d763f2aa056bb3425204335400ac54f89eec3a0d0 \
+    --hash=sha256:a136d453475ac0fcbda502ef1e6504bd28d6d904700915d278deeab0d00fe140 \
+    --hash=sha256:a214c993455f99a89aaeadc9b21241900037adc9d97203e374d75513c5911822 \
+    --hash=sha256:a3086b538543802f84c843911242db20447de00d8752dd0efc936dbcf02218ba \
+    --hash=sha256:a3450b693fde92133e9f51060568a4c31fcca76d5e53bbd611e689ca446517e9 \
+    --hash=sha256:a550fb4950a06dde3beb4721f5ad4b25bf4513784665b0a8522c792e2bd822a4 \
+    --hash=sha256:a9f4645593036b81bbdb36b9c8e0ea0d1c3fee968c4d59db0344c14087ef143a \
+    --hash=sha256:aca6c1ef08a82bfe327cc156da694660f599923e2e6665b6d81c9c2d0ac9ffc8 \
+    --hash=sha256:acac386b453c2516111b50985d60ce46e7fadb5ea71ae7b25f4c946935bf27cf \
+    --hash=sha256:acc992ab27b15f852c76755eb2ab7dce86585ddadba6fa5946e58556088845b4 \
+    --hash=sha256:ae3d4fe8c0b9213624fdce7279d70e3b148b682ca20719ebd193a23ebfa47324 \
+    --hash=sha256:ae50181a047c871561212bb97f7932a2d45fb53e947bd9b57ebad85b529cbc53 \
+    --hash=sha256:ae6dd8f10bd17aad820876d24caec9efdafd80a318d16c0a48edb5e136902c6b \
+    --hash=sha256:af05d726809bff6b141be124d4c7ce998f9c9c7f30edb1f46c07aa103d540b41 \
+    --hash=sha256:afd70d95892096cdb26f15a00c45907b17817577aa8d1c76b2dcc2788391f9e9 \
+    --hash=sha256:b5c2dc92304aa48a4a60443b548bb12f12e119d4b72f314015e67b9e1be97fca \
+    --hash=sha256:bc0011654b91cc4fb2ae701bec0a0ba1e552c0714247fa7af6c59e0ccfa3a4e1 \
+    --hash=sha256:bcfbcf66006befb9fd2aeaa9e01feaf881b4dc330a02ba07d2322b1c11be7b5d \
+    --hash=sha256:bdbd97738551fca3917c1bd7188bec1920bb520104f28e7e1007f9ceb17b7690 \
+    --hash=sha256:c60924535c75f1566b6eb75b5c31a48a43fef04fa2d0d201acbad8a9969c6107 \
+    --hash=sha256:c7b9a2f8f4d8e90af72571d3d495deebdd7e3c75451f5b41719aee166e940fc2 \
+    --hash=sha256:ca6546b66be9dc4738b1b043d5ebd5488c66c578c5ff0fd0e8065313fe3afb76 \
+    --hash=sha256:ccffae9a092a00deb7efd545fe5e2c33c33b88e7c054337e9a74c179347d0b7d \
+    --hash=sha256:cdc7e35386f3847df728fbcb5e887e2d79c19e2fa1eba9e51b6621d23e3243af \
+    --hash=sha256:d15fde0e6fb0d88a60d221204873743e5d9f0b7d29165e62cd86d0413ad74ba6 \
+    --hash=sha256:d34c20167764fbcf927194d532dd7e0c56772f0a5f943fa5ef9e9afbba8fb9db \
+    --hash=sha256:d483fe17f01ad64b7bf7cc38fcefff1ca9fb83f8c2b2542b68f97ffe0611b369 \
+    --hash=sha256:d7469697dce35be237db177d42e2a2ee26e6dcc5fc052078a6fefabd288c6edd \
+    --hash=sha256:db08f45aecde626498fb3df07bcf6d2ec040af42e859a4f5040d79c200342911 \
+    --hash=sha256:dc319e5a1de4b6913aac94bf6a2f9e847371e0a140a43dd4991db1a09bc2d504 \
+    --hash=sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a \
+    --hash=sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9 \
+    --hash=sha256:e059c5dde6452b44424bd1834557556c226b57781dee1227af23518459722b13 \
+    --hash=sha256:e4316bf32babbed84e691e352faf967ce2f0f024174a8643c37c94a1080374fc \
+    --hash=sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278 \
+    --hash=sha256:e55d236be29255554da47abe5c577637db7c24a02b8b46f0ca9524c855801868 \
+    --hash=sha256:ea7bb13b7c9a29791f87a0387ba7d3ad3a6d783d827e4d3f27b40a0ff44495e2 \
+    --hash=sha256:ea964164cc9afa72d4d9b23cc28dafae93693c0a53e0b42acbff15b22c3f9ddd \
+    --hash=sha256:ec829541c45bca16e61c7ae50c20501f213605beb75d1aba91a6ee37fbbb56a4 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:ed0c1e5d10cdc7135537988c74a0188da68e2f3c30813ba3744ab1e42e0480f9 \
+    --hash=sha256:f0840b5b17057f7fd918b76183a4b5a0635f43e14eb2ce60dce1d4ee4707ea00 \
+    --hash=sha256:f4d78253f6996be4901669ad25319f842f740eccf4d58e3c7f3dd39e6dde1d8f \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e \
+    --hash=sha256:f826877d462181e5eb1c26a0026b8d0cab05d99844ecb6d8bf3627a2ca0c0442 \
+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
@@ -5787,29 +5817,29 @@ ruamel-yaml==0.17.17 \
     --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \
     --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f
     # via great-expectations
-ruff==0.15.18 \
-    --hash=sha256:01a754cd6a1b630d3f97e33eb452cf7a98040482318e870f8bc52a5a30e62657 \
-    --hash=sha256:02299e6e9fa5b297a3f6d5d10d7bcd655c925b028bb8b9d4588214549c6b9ec4 \
-    --hash=sha256:08d4c86a68f2c3ec2c9d56380a71fb4a4f65373055cbb8caabd645e9102f38d4 \
-    --hash=sha256:2186d9e940ae332ab293623a75b5f4fe49565f449954d50a72a046683aa6b809 \
-    --hash=sha256:2330215f1f393fa8733f55edce04fcf94c36a2c460fcde31f78cc84e4951e9b1 \
-    --hash=sha256:2698a964c70e8bf402dcb99c8810472d270d141e7aa8c4e13599fd52033a2f33 \
-    --hash=sha256:37e5108745c2c0705da916d7d4de533ddf547051ef45f62888c31bae73f66318 \
-    --hash=sha256:3fccc153a85417dcd976883160cacce486997b0a0058dd18f54b8aaaac7d1ce2 \
-    --hash=sha256:56949a6ce8b3abde54c0bcb22cebfe57e8771cadc84b407ae8b8eaf67ebdcd43 \
-    --hash=sha256:5a2c40a41a4cadbcf5897b548ab29dfe248b20c540961c0247d98a3973c70403 \
-    --hash=sha256:5c2abf140438032bc77b2284a6c9944ecd8a19e5f1c7b52b1b8e4a0a80d19a7a \
-    --hash=sha256:5f0480ce690cbb6c4db6e5d08f19fce98e10ba131a8b60c1bcdac42771e3ae2d \
-    --hash=sha256:6ba7a07e03a44dbf10bb086ee06705b173625014ec99f73a7e6836a5e5590a0c \
-    --hash=sha256:8b6850172348c8381b8b3084c5915a4393c2373b9b54cd5b5e1ea15812bc10df \
-    --hash=sha256:a6aa6a3d979e48ae617578183674bf264fbe7d0114a796a26bd678d67963c7ff \
-    --hash=sha256:a81beadbbff2c9c245561ae3f77b16709d87f35eec650d0501679239d3449b22 \
-    --hash=sha256:b2c9257fcbd4a3e5b977a1904e6facca016bafe2edc17df24db67cfaee03b4e4 \
-    --hash=sha256:dac80dc8d26b2257dbefabed62f5d255c3937b4ccb122da1fc634794fa3578b3
+ruff==0.16.0 \
+    --hash=sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17 \
+    --hash=sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d \
+    --hash=sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af \
+    --hash=sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09 \
+    --hash=sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522 \
+    --hash=sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472 \
+    --hash=sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0 \
+    --hash=sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b \
+    --hash=sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9 \
+    --hash=sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213 \
+    --hash=sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb \
+    --hash=sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed \
+    --hash=sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717 \
+    --hash=sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a \
+    --hash=sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81 \
+    --hash=sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982 \
+    --hash=sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e \
+    --hash=sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4
     # via feast (pyproject.toml)
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 safetensors[torch]==0.8.0 \
     --hash=sha256:040070828e36dc8e122178bbbd5830ff9e97920affb84cbe0f46442497bed358 \
@@ -6018,9 +6048,9 @@ send2trash==2.1.0 \
     --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \
     --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459
     # via jupyter-server
-sentence-transformers==5.6.0 \
-    --hash=sha256:0e7164d051e416c1853ade7c274ff52af3f9da0f4be7f0b83d734c27699e1057 \
-    --hash=sha256:d2075b5e687a1611005e20ab04a6846994d51adfcf39610aed066af3c0c0b81f
+sentence-transformers==5.6.1 \
+    --hash=sha256:16af5d682ef66672b076d58599a23905800e850ec2bfb1865938306bf684ad72 \
+    --hash=sha256:cefbb17b6325a982a4732c8c49fb013375392687049d1de3d435c4b04060680b
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -6032,7 +6062,6 @@ setuptools==80.10.2 \
     #   pbr
     #   pip-tools
     #   pydata-google-auth
-    #   pymilvus
     #   singlestoredb
     #   torch
 shapely==2.1.2 \
@@ -6123,9 +6152,9 @@ skops==0.14.0 \
     --hash=sha256:60a5db78a9db46ccee2139a0ba13ab5afb1c96f4749b382e75a371291bbe3e36 \
     --hash=sha256:6c8c0e047f691a3a582c3258943eecafcbfd79c8c7eef66260f3703e363254f0
     # via mlflow
-smart-open==7.6.1 \
-    --hash=sha256:4347996e7ba21db7cd1e059632e0b30395407e4f6c660d2ddffc8f2a9ae5f990 \
-    --hash=sha256:b4de6aebef023aca91cc9fb372052e1343ba3f152de215bd22391a663e3ddd21
+smart-open==8.0.1 \
+    --hash=sha256:18b1c4496003c6902be17c15f032b5c319f307c89c6ae9e6b028b508bed8b2cf \
+    --hash=sha256:3e97f90e92a952cb57863dfe132082c400a52eeeb27c067692fb51dbcc5b0089
     # via ray
 smmap==5.0.3 \
     --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \
@@ -6142,41 +6171,41 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
     --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
     # via snowflake-connector-python
-soupsieve==2.8.4 \
-    --hash=sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e \
-    --hash=sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65
+soupsieve==2.9.1 \
+    --hash=sha256:4f4477399246b7a0c720a88ca2454b11cd6bb9ae4c9d170140786e916776c14c \
+    --hash=sha256:c33e6605bbc71dd628b00c632d58ae607c22bade247e52553928f83bbb75b4ba
     # via beautifulsoup4
 sphinx==6.2.1 \
     --hash=sha256:6d56a34697bb749ffa0152feafc4b19836c755d90a7c59b72bc7dfd371b9cc6b \
@@ -6269,35 +6298,35 @@ sqlalchemy[mypy]==2.0.51 \
     #   feast (pyproject.toml)
     #   alembic
     #   mlflow
-sqlglot[rs]==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot[rs]==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via
     #   feast (pyproject.toml)
     #   ibis-framework
     #   sqlglotc
-sqlglotc==30.11.0 \
-    --hash=sha256:20e662593a96c0086edc46b336bc772d213901fd09add99a3326661793ba7018 \
-    --hash=sha256:2f4bcc7b76634171edccc13aabba9c1bea51f97caf2187daacbe433004058dc3 \
-    --hash=sha256:2f6741bff8c92777ecdd05f97d5dcd61614c05b1a01dbf7b10198dfd176060d6 \
-    --hash=sha256:349e6b1e79baefebeda9ea457bb06a8f348aaacf0fc39c2f4b6a54ddef19cbb4 \
-    --hash=sha256:3fb6b4aa751485d5415539762ff16668978436eff946de51985d811c23aba1d4 \
-    --hash=sha256:44eb032a8ebd50bd7d835024f5f50363e1720fbbed1710bca8160f26ebeab59b \
-    --hash=sha256:5c36388963d82aacb4287c7859cc40a08c15fa0dfaf0ad055679b53ba602016b \
-    --hash=sha256:64f0a3d05a92aef5911a2aed058af3195ea08a11a68b3d7befe6dd04d3c2aa66 \
-    --hash=sha256:6ce71f4d31459df966f3752848f397e254ff5d4e2772594e539e23cff0f2bbc8 \
-    --hash=sha256:742c108c8089d39280c229eb7a57838fc907f3b01620de948502b2f3211cf301 \
-    --hash=sha256:76734c1684663fa2899a990446562c635c7057cc431bc1c79920e26423727488 \
-    --hash=sha256:8c6ed84d557772880a082ef29d18b0c2cfee2d177e6528b30df2b7eaf6adb585 \
-    --hash=sha256:9c1cdfc5544cc4e23d31b966f007cc2be16e697cef86b97cba2ffd246f344256 \
-    --hash=sha256:a2cbeec4ec4591268585e5ad5f55fbee30ccd68227b5d2f77d483cdd63b65963 \
-    --hash=sha256:a357a6bf6321796c8506520340feb5052bf76c658a2455aabbbdd7d85c8fd5da \
-    --hash=sha256:ba16b178d2ad9ab1eac38fb1415434abecaf342d3a487c3128649fe8c0d1e500 \
-    --hash=sha256:ba3a0f215ba81c276759a4e6331f8af1948d803d38c3f5ed684119c5d6f1d82a \
-    --hash=sha256:d49533b4a851f3603ecba9a724c32f227bca90cc0034b8a3ad66acdbde759a90 \
-    --hash=sha256:d5759b32f0492f5196f7611f9f5233ff636e91441d9b5cd2309c939cd532f11c \
-    --hash=sha256:eedab4e58c2baa2bf6b9864505aaf7bdbde92c0370854dfdbce5a3cf72bc4be4 \
-    --hash=sha256:ff9d1917f5238e6d8261c79bc911726787220fa85805beca348a36d4aecc71f8
+sqlglotc==30.14.0 \
+    --hash=sha256:0337b982675e17f6dd9a1ed7d944fdef4f81a2aaff6a4494d50492aa18fb0b4e \
+    --hash=sha256:07ee5ed7f8b13cc8e918a31c328933c3f4fd155f5b4360bbbf305445b0f88e73 \
+    --hash=sha256:13441a60a212faef4c658b61394cb22b922bf80c1bb544a5397bed67d5549aeb \
+    --hash=sha256:13f24fa61b21bf21d6734fd9eeaffa8965dc70228b39994005488688bbc033bc \
+    --hash=sha256:13ffa7852e59a6b12e3dbd96686c594847bd6bf4b1a41f1cd8975b0f90e2a522 \
+    --hash=sha256:17951d2587cdfb39086e2b06e6d3bfb15628232a295580c6aecda881a4770824 \
+    --hash=sha256:20c01558912dfc4a06b8484459337efa6fe98f3e45602e213d888fde56f0410e \
+    --hash=sha256:331c600908846a4fee6ffbda0cd82e4b1550612503c761166010a3776334aaf0 \
+    --hash=sha256:47f7ab74779572fd51f616522ca597b034158150a7a312a3dbe907d103f5d908 \
+    --hash=sha256:49157e4dca20cdab9187dec83f51268d2e3c883ebc9b31afe5e5cf11954bd38e \
+    --hash=sha256:5410ff65f26b57e6a9d60f57dd46e8d7aa96b70d1faca562b3931a2b03eb4d56 \
+    --hash=sha256:68c259b9ef4ac630c6c04f4e6217f130f0856abe6146133226442e82e1b54ce4 \
+    --hash=sha256:745bd364e8a5032c4ead9dd843bfa00c5b35a1d816801de7cfb1eeab08f24b8d \
+    --hash=sha256:849520c4b9057408e9198f019791538d5bb77c648b3fc6410db1727acdac90ad \
+    --hash=sha256:968f446a8304e782d6778389de561cad9f984b89c3efea0474d8ec89ae17f02c \
+    --hash=sha256:9918233d827dcc2b1842a8fe3cbc8d915ab71d9ce0100b566e283edb53950867 \
+    --hash=sha256:acb7f577a8e060fb1cb1c9df1b1de1187fc7c53d54539cb6cdc16bd558adf2a5 \
+    --hash=sha256:b1f414c6a6a3c3b56b981e51f9fdd1b1cf95dee5de2592c4b4547803309a57d4 \
+    --hash=sha256:bc3c4ff8f268e2558aed03638ee002d2187cdf4faa15bf34b6f40558abe29e6e \
+    --hash=sha256:c9c9cf31aac1414ccde5e69849bf438b3c74ae763db00651bdf71955ebadc214 \
+    --hash=sha256:dfe8296ee3e505c4f3ae22aee4b0556e1263410e02f274ead0bdb723cd1c4147
     # via sqlglot
 sqlglotrs==0.13.0 \
     --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \
@@ -6318,9 +6347,9 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \
     --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e
     # via mlflow-skinny
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 stack-data==0.6.3 \
     --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
@@ -6362,9 +6391,9 @@ terminado==0.18.1 \
     # via
     #   jupyter-server
     #   jupyter-server-terminals
-testcontainers==4.15.0rc4 \
-    --hash=sha256:42e26bf7b26b65ed9357b6c58217688519050326cb625c5f04ed09641ae613f1 \
-    --hash=sha256:bf1be1f33b7e20d1d515c10d0df03ddb23fe35a208cb25cef131d80f1799da2b
+testcontainers==4.15.0 \
+    --hash=sha256:085cde086337632e19002719460b7b80bbab2bdd51bb3ea04f77d0de96504706 \
+    --hash=sha256:8796c14e76604031ad39cf0ed3b8e9806283a1fbf5270965c2b1c594caa31b74
     # via feast (pyproject.toml)
 threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
@@ -6437,13 +6466,13 @@ thriftpy2==0.6.0 \
     --hash=sha256:f6b86112cca7bd04151ce248d781763ea5f74cc18d148476c6d16cee32db81ac \
     --hash=sha256:f837ab85ae93b118766b8b28a1cec47a1daddee303e1f986a595c56379062a5c
     # via happybase
-tifffile==2026.6.1 \
-    --hash=sha256:0d7382d2769b855b81ce358528e2b40c16d48aa39031746efa81215205332a8d \
-    --hash=sha256:626c892c0e899d959b9438e7c0e1491dc154a7fead1f1f37a991724a50eceba9
+tifffile==2026.7.14 \
+    --hash=sha256:4eb20372e76edf2c9fed922b1e3a0a0567be3560bd2008336115763bb1f3c034 \
+    --hash=sha256:ce2703e5ef22c868f1528d5f5b4ef75eefb019cf628a1c9ec0d17e0afeca8ef5
     # via scikit-image
-timm==1.0.27 \
-    --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \
-    --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89
+timm==1.0.28 \
+    --hash=sha256:3789d313fdd5541a327b60180d70dbb4bdec73db8ff0655e413db3c3d134a9a4 \
+    --hash=sha256:e577b88da96b3a722ea5e2f042455ce6f715d398304d8e63b17d126ed7d89968
     # via feast (pyproject.toml)
 tinycss2==1.5.1 \
     --hash=sha256:3415ba0f5839c062696996998176c4a3751d18b7edaaeeb658c9ce21ec150661 \
@@ -6528,9 +6557,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -6540,31 +6569,31 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-torch==2.12.1 \
-    --hash=sha256:107df6888624bdea41508f9aeb6149d9333c737a5530ceecb56c904e811369ae \
-    --hash=sha256:2af3d9cc866e0a15ae7635ff0a9c61d6624a353ad657f5bcd8d86c26cdc64693 \
-    --hash=sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d \
-    --hash=sha256:2de4e19b88a481482c6c75291f2d6a52eda3ce51f311b29aa9b68499c830c07c \
-    --hash=sha256:3867b861391701012adb2df93360efb88494dca245a185e3bb7624495cfe3f33 \
-    --hash=sha256:42cd7339bf266f14944710e8274be63e7e012bb937834a8d85a8327a9860eba6 \
-    --hash=sha256:649e4ced014ba646f76f8cb9c9726735a6323eb321b7919f942790a923f90921 \
-    --hash=sha256:6e29e7e74d05bda7d955c75e99459f878ebd970ef851b4057edbd3b34a5eb4a3 \
-    --hash=sha256:7973ccd3d2cd35c74449213f7bded199bec6c6247e705cbeda7407af79703d91 \
-    --hash=sha256:97eba061fcb042fed191400b15568990073d67eaacaa6ee9b7ca01dd8b790fe9 \
-    --hash=sha256:a513506cfda3c1c78dabeb6574c1597538c0254b3d39af174dde35d8177f4ce3 \
-    --hash=sha256:a7817f0f89a796d9de239d06f69faf5d7e19a6a5db6710a5ead777c912f9f50a \
-    --hash=sha256:c64ac4aac16be5e296dcd912305605804b203333c690bf98c55bc09494ee92ad \
-    --hash=sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650 \
-    --hash=sha256:d2dd0f2c5f7ccbddaf34cade0deaf476808368f902b9cdb7f36a2ab42301bc0e \
-    --hash=sha256:dd15595f8fc764cffde8c6361a3beb6ef69a028c851b1b3e70e077f615980d4e \
-    --hash=sha256:e86550597877fb272ddc52db2f85b82cb601ea7bd932576a0340152cae2200b3 \
-    --hash=sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece \
-    --hash=sha256:ec56e82be6a8b0c036771a77f7d32ad3c299770571af9815b3dafe61434389d5 \
-    --hash=sha256:ef81f503912effea2ce3d9b12a2e3a6ed488943e91271c90c7a829f60baf6aa2 \
-    --hash=sha256:f4afc8083dff08719edbea346644476e3cec0cf40ebe256be0ee5d5b7c7e8c0d \
-    --hash=sha256:f6dc4caf7eb4adb38a2d9f536b51db56310fdd1254e69a2d96767e1367c892b3 \
-    --hash=sha256:f92609e3b3ce72f25e2eb780d043ced2480c1a86c47c852604fc7a9108648386 \
-    --hash=sha256:fcb61ccd20784b62bdd78ec84238a5cfb383b4994902e03bac95505ab360884c
+torch==2.13.0 \
+    --hash=sha256:024c6cc0c1b085f2f91f20a3dc27b0471d021c31ce84b81be3afdc39f791fd9d \
+    --hash=sha256:092790c696a760c729fd5722835f50b9d81fd7c8f141571f3f3cf4081a8f664c \
+    --hash=sha256:0ab4b69f3ee03a62a002cfbf77b1ca5e88aceb4ea64cb4388bb28f638ddbb045 \
+    --hash=sha256:1e09d6a722504957c694faceca843acde562786df1144ebcc5a74075ec7f6005 \
+    --hash=sha256:2bd30b6b730d987fa386ce3898933762c5cb8cc82eb0535211d787cc3ce2dfeb \
+    --hash=sha256:2fe228aba290d14b9f31b049be550dbd469c3fd3013d7a19705b30454da97027 \
+    --hash=sha256:31061ff56ed8fbf26c749806905aeb749ebeb819810fd5d52508aa5afd90dddc \
+    --hash=sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09 \
+    --hash=sha256:49b58f1e2c52440abb6f17c28f0335fe6c6d01ad1a7f55b0183b81e4b34d64e6 \
+    --hash=sha256:49f1ea385c754e54919408a9bb3b5a72b0b755bbe2c916c1d6f70afbec4908a2 \
+    --hash=sha256:4f8573e3ce9ebcd53fe922f01077a6085ccdfbe5f12fd215883a9d87d7a744fd \
+    --hash=sha256:572df8be8ffb4599c88cbd6a0726f1f854f4da65d2e3c09f0e2c2283333cd6d4 \
+    --hash=sha256:60fcdcb2f3876e21146cb4524ef06397d727ca9ad5f020818547e25075fe3cb7 \
+    --hash=sha256:796633c4cdf0fe2cdced72d8f88f22e73dbcfce83132763162f6d4bff13b820b \
+    --hash=sha256:94f0de129916f77b8dc2c7a8eff644cfeddfe59e39c9f55e9f6e17543410281d \
+    --hash=sha256:a0d8b11f16a48d60e2015d8213aa0390744cbebb98e58b62b3514dddc656e330 \
+    --hash=sha256:a3893dc2da0a972a8ca5d698c85a9f967559ac5f8ee1797b77408aa8734d073c \
+    --hash=sha256:a3a9a21312872af8a26950b2c15680335a386a1f56ed03e780653d78b9607e9e \
+    --hash=sha256:a7de8a313090dc5c7d7ba4bfe5c3be222528f9a4dba1acc83bddb1157360c4b8 \
+    --hash=sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1 \
+    --hash=sha256:c78b7b4d04461855a764cf01bae9a462bb88bc93defcfa11235cbc8fdf3e12c4 \
+    --hash=sha256:cc26eead4cf51d0b544e31e364dcf000846549c273bd148936fe9d24d29acb92 \
+    --hash=sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c \
+    --hash=sha256:e76f9bcecc52b8ff711239a2f7547d5353df95878ab232f0773c1d95928b92f8
     # via
     #   feast (pyproject.toml)
     #   accelerate
@@ -6574,31 +6603,31 @@ torch==2.12.1 \
     #   sentence-transformers
     #   timm
     #   torchvision
-torchvision==0.27.1 \
-    --hash=sha256:08aa33bc8e062cca32aefa90ac714916c5a855cbe1ab4c6148fc0453eb40ca5a \
-    --hash=sha256:0b6e3aa98b7433506bbce1d0d05cb13ec787fc6eb8c5fbd998b26ce05f047543 \
-    --hash=sha256:12deaee20d0d9dec6302025d3f93354266befeb692f5c50bca0137b395598b9e \
-    --hash=sha256:18bc906235bfa901c135acd239f05b8c8ab90d502830cf1ef2cba3301e1f8a23 \
-    --hash=sha256:448abfc3baba984da4577f737209e445da6be93e3b5f4799d90162bf61e3f485 \
-    --hash=sha256:68ba63b48af92f06db995adb23d8411993dba1dee705a4e92411b83a00930b7f \
-    --hash=sha256:8abb6d5cacd56486ca2240e5580750e53ac559412e472ea6a3cee83231a77ca7 \
-    --hash=sha256:916448be4b19676677b0dbf47d08f68b7955ea0abec7fc79340c31e217a824ba \
-    --hash=sha256:9edfb5a549fc2f30ccadb24eca907901e92e426c91a59316be6703a9360e5098 \
-    --hash=sha256:9f5ef59ad60e695796eca6b64e97cb9b21b9d5463cac5ac0ef86cfb72b6e5db9 \
-    --hash=sha256:a1d6a123009af59ad288459f579f67a65cbe8f59372dc7b97e41bc01a6a9b767 \
-    --hash=sha256:a726707e4cbe438fcc507d787af7acf6bca52de30bf4b03579f1dfc0675da829 \
-    --hash=sha256:a9ea9a8abdd23466a5f1c09523cb27dc61e36c16fc7e5e88b337ca54f530b1ef \
-    --hash=sha256:aabe47970a00a3c0574360bfbd4ca3d6162a51f3fa1283a29cd528018dd13088 \
-    --hash=sha256:ab2f8047c2da5bf6742fec6da86840e5feaeb0cea76930d0536f3520df31e166 \
-    --hash=sha256:ad8743a9c12c8c124ad0a1491e54c3ca0c749e91e374e3d92136060b22c9e0f4 \
-    --hash=sha256:ae3d49e57c4abc8eafc1a1971f80fc4948a6268fa69340737ca4466936def080 \
-    --hash=sha256:b3e9bc71854fddbf94ddb69ed8d88983945f3f28f78ee104214b0088669af66a \
-    --hash=sha256:b44ef28ad1963f8cba5bf82f3564c454c74be300df9f79efa43f773312d17d6c \
-    --hash=sha256:c2fd9902f23b56b6ac667213171672fb6c89287ff011918b04af053852a2c4eb \
-    --hash=sha256:d0b00ae58379e6c936ce4816b1b8b94cefb1bd1c2a88eccbadfc993de7a430ca \
-    --hash=sha256:d11da1ce8a5cc7fc527f2d5e0fe25efba93687897fe9339382b593910b1d1c6e \
-    --hash=sha256:d60311a6d08df905f9656a3a312f0a8f55f0d46321bc737bad30a8dec9644309 \
-    --hash=sha256:f3b57a984283896f15c9698562418282f828332886c77315bf269936e6ba0280
+torchvision==0.28.0 \
+    --hash=sha256:028a3d481b37d785605620d7cdad897064c5a55bae2aa1f2658766333e291940 \
+    --hash=sha256:09ce8f56e81f19b9c378ae7bb109f83f6659fd8bc3cd14241a48e4af46e9ed49 \
+    --hash=sha256:2a1ef4b6f4bf5828b48cfad97372c8982db906830884b2868ba5c3df937a7d81 \
+    --hash=sha256:3557cc7b539f46dabcda2b6f2b14017ccbeef024de466d4fc5835fc3f287f769 \
+    --hash=sha256:36beb0782976906069ca03d4c9aacaf4b6b838b06ed6c20960ea9c51cce7acdd \
+    --hash=sha256:3bd9dba55224a9db4a2d77f6feaa5651770d8c8e86d3d0ddb0fa6bec54c8712b \
+    --hash=sha256:46f581979c010ad6da6bd85ee602aa707e1ff44312670223b7a0ee517ad06d47 \
+    --hash=sha256:546fd85345cf8652f6cd099d4f9884b0ca5c2f3fae78689a21dd2f35ea6b622f \
+    --hash=sha256:5a38bc6da3d72621be003400b66f66a2b4c6d644fde05f680c2cb7ca8cf8dd6c \
+    --hash=sha256:5cf78ebc401ce64ae19b8c55de866bb836797d559a4de9c25ccbe74cfa642d3a \
+    --hash=sha256:62c7d110f86a039245b587e4fae60278c649f3bd42ff79cfbc1178eca4e72542 \
+    --hash=sha256:6dfb0f45e2b4ceb4e76f158c3fbb5f44387099f3c466e3423a09ab665a194aba \
+    --hash=sha256:7e80f543b22503d9415e126db5f0ff3917036925e38560ee6b9ae38c571a4002 \
+    --hash=sha256:7e9dd6f60d6e15f8dc27d4f877fdb6002fc70d70272412135f1c2ff9cfa08d3b \
+    --hash=sha256:7fad44dc9582570c7d92c4487d36ac46998f40cc39b438e8b8f5111a935ce4e8 \
+    --hash=sha256:83fe6c020866a85acd7d97deccc45ff11d66daf42916d04396a4309c66c0ccb8 \
+    --hash=sha256:87dc16b2df427c1318ad335f1e2be2b3b15b2cf20f7934c83b0505a48425ee5d \
+    --hash=sha256:89f90e29b0966352811b12589f3a3c61943bf2bb9487b9d7bbec10efb1096bb5 \
+    --hash=sha256:904cf89af220f8c6b2ed0296bb5065b474ce43b77558e48b2bf9de8b0ba17204 \
+    --hash=sha256:9a45ea67235d965ef52187130d20002a4de20c54ea3d927a24286961d268dc37 \
+    --hash=sha256:ad7b3a439265cc3739a4ab5b4c998c0e38ea99c0ee7ca4dea35c5d0b099ec237 \
+    --hash=sha256:bb6dd6918460ed89cc7644adcc2402991474d6933cf1ce92b390641cb233fddf \
+    --hash=sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123 \
+    --hash=sha256:e9f54c30cd52e3ef7fd034cc69b7bb7e0964e1c8f8743e018ab92e95b40f9eee
     # via
     #   feast (pyproject.toml)
     #   docling-ibm-models
@@ -6622,9 +6651,9 @@ tornado==6.5.7 \
     #   jupyterlab
     #   notebook
     #   terminado
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via
     #   feast (pyproject.toml)
     #   datasets
@@ -6661,43 +6690,48 @@ transformers==4.57.6 \
     #   docling-core
     #   docling-ibm-models
     #   sentence-transformers
-tree-sitter==0.25.2 \
-    --hash=sha256:0628671f0de69bb279558ef6b640bcfc97864fe0026d840f872728a86cd6b6cd \
-    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
-    --hash=sha256:1799609636c0193e16c38f366bda5af15b1ce476df79ddaae7dd274df9e44266 \
-    --hash=sha256:20b570690f87f1da424cd690e51cc56728d21d63f4abd4b326d382a30353acc7 \
-    --hash=sha256:260586381b23be33b6191a07cea3d44ecbd6c01aa4c6b027a0439145fcbc3358 \
-    --hash=sha256:3e65ae456ad0d210ee71a89ee112ac7e72e6c2e5aac1b95846ecc7afa68a194c \
-    --hash=sha256:44488e0e78146f87baaa009736886516779253d6d6bac3ef636ede72bc6a8234 \
-    --hash=sha256:463c032bd02052d934daa5f45d183e0521ceb783c2548501cf034b0beba92c9b \
-    --hash=sha256:4973b718fcadfb04e59e746abfbb0288694159c6aeecd2add59320c03368c721 \
-    --hash=sha256:49ee3c348caa459244ec437ccc7ff3831f35977d143f65311572b8ba0a5f265f \
-    --hash=sha256:56ac6602c7d09c2c507c55e58dc7026b8988e0475bd0002f8a386cce5e8e8adc \
-    --hash=sha256:65d3c931013ea798b502782acab986bbf47ba2c452610ab0776cf4a8ef150fc0 \
-    --hash=sha256:6d0302550bbe4620a5dc7649517c4409d74ef18558276ce758419cf09e578897 \
-    --hash=sha256:72a510931c3c25f134aac2daf4eb4feca99ffe37a35896d7150e50ac3eee06c7 \
-    --hash=sha256:7712335855b2307a21ae86efe949c76be36c6068d76df34faa27ce9ee40ff444 \
-    --hash=sha256:7d2ee1acbacebe50ba0f85fff1bc05e65d877958f00880f49f9b2af38dce1af0 \
-    --hash=sha256:a0ec41b895da717bc218a42a3a7a0bfcfe9a213d7afaa4255353901e0e21f696 \
-    --hash=sha256:a925364eb7fbb9cdce55a9868f7525a1905af512a559303bd54ef468fd88cb37 \
-    --hash=sha256:b3d11a3a3ac89bb8a2543d75597f905a9926f9c806f40fcca8242922d1cc6ad5 \
-    --hash=sha256:b3f63a1796886249bd22c559a5944d64d05d43f2be72961624278eff0dcc5cb8 \
-    --hash=sha256:b43a9e4c89d4d0839de27cd4d6902d33396de700e9ff4c5ab7631f277a85ead9 \
-    --hash=sha256:b878e296e63661c8e124177cc3084b041ba3f5936b43076d57c487822426f614 \
-    --hash=sha256:b8ca72d841215b6573ed0655b3a5cd1133f9b69a6fa561aecad40dca9029d75b \
-    --hash=sha256:b8d4429954a3beb3e844e2872610d2a4800ba4eb42bb1990c6a4b1949b18459f \
-    --hash=sha256:bd88fbb0f6c3a0f28f0a68d72df88e9755cf5215bae146f5a1bdc8362b772053 \
-    --hash=sha256:bda059af9d621918efb813b22fb06b3fe00c3e94079c6143fcb2c565eb44cb87 \
-    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
-    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
-    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
-    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
-    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
-    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
-    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
-    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
-    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
-    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+tree-sitter==0.26.0 \
+    --hash=sha256:00289bfe7978f3e0dc0ce69813a20fa9f44ea4c100b3ec62043e5eb74ccfc3a2 \
+    --hash=sha256:0f8793fd18ad7eec276ed4b51c097b4bf2002b357259b66b0d75db1f3f41c754 \
+    --hash=sha256:10f0d4eb94aa7242dcb7f554bcd24dd7ba1c114f00d58759ba08c7a46c8ec51a \
+    --hash=sha256:17a1c5cfd3a05d5c7c86bf4282b6ef8092c91dc0a98390499669c3fedb7d1814 \
+    --hash=sha256:1d6fe0e8fb4df77b5ee816228e2c4475a63d8cc1d4d3a7ffd7097b2b87fc3e95 \
+    --hash=sha256:253df7ab82cc0a9d311cd65f06e9f99fb3eac55996ae9fc94da22f123a861b90 \
+    --hash=sha256:26c996c1edfee86e977bb3f5462e74fcec0d0b0db1e85a3c475875763caa03be \
+    --hash=sha256:2f941cea06128c1f74f8937a8e2a90c7db49cf4be6647cd9e07d92a306d91517 \
+    --hash=sha256:30a88be89ff1f2755297f81e8080d88b795dd98720c3f9fa2acf93873182cc95 \
+    --hash=sha256:335294ce0504fcefde5245dff596778ffaf820205b98ae0b549c72e48855f1d8 \
+    --hash=sha256:3f3c44339dd34fe8eb2b8d5aa7610660499a795f70376b130bbee7a437337280 \
+    --hash=sha256:514a9bf8993e5210e7970736aaf6020d1759b670e195ef17b1c48f586aa30736 \
+    --hash=sha256:526a165a2cb1d1f79e247d400f0e0acd8d49a817d6f312d543513af200b1f886 \
+    --hash=sha256:5a3c93a352b7e6f70f73e121bbfa2d0117ba7478bd51114ed35c91b0b78814fa \
+    --hash=sha256:5a6b333b0282d8bb0af741f9b018bd2523d4eecb2686bf6717066a625fecfaa4 \
+    --hash=sha256:5fc2f41bf246ff2f70a9cc3690be35ec7580a4923151873d898c8bcb1a4503d3 \
+    --hash=sha256:6189c6c340c7384357711e3d92645e96bfb79f7a502f86de1ebdb23eb43f7dab \
+    --hash=sha256:6cb2bd20efb2544c19ac54486ab7cb8ec7b36f913bbe1ce95df84acb96743d9c \
+    --hash=sha256:7075ef857ef86f327dbb72d1e2574dda78db5754b3a1fca6506acd7fe5d561a7 \
+    --hash=sha256:763627db05db34f12333081bd7422cc1c675893d373cc870b3e9249e200700e4 \
+    --hash=sha256:7bcbadfa614326debef581957d5c780a9d7f66065c13deea61aa21d1dd36263f \
+    --hash=sha256:823251c4b6725a7c03ed497a339135ede7ae4bdde75bb8be7ef5e305aeb4ff52 \
+    --hash=sha256:8ff2e0750b7daa722302838356d7b65e303829b7eb73c915df127ddba115e1d1 \
+    --hash=sha256:918d89529786873f0982a0f59c2a303cd065fbfd1b903d71a8e4e1584f67b42e \
+    --hash=sha256:93e220cab7e6a823efeb2046c49171427de92ef71c7c681c01820d14d8d3721f \
+    --hash=sha256:94550e13b6ae576969da40246f4c4abb206380b5375ad43f26dd9151d55438e3 \
+    --hash=sha256:a4033fecc8f606c7f2e8b8014d0057b74668a7f0152763606f7bc25c5f9ec64c \
+    --hash=sha256:b31a8195d2f224224c530ac814632d98c1dcc123d227442c07c736e86b70d564 \
+    --hash=sha256:b40c219edccc4564530c96f8f1556f6202b37cda964d1cbd7bd2b7e68b40a245 \
+    --hash=sha256:b8ea92a255c91671a7ec4625aba3ab7bb5220c423630ffbf83c45d7312abe084 \
+    --hash=sha256:bc6cb01d5ee75c85424aa1f1c72a82d8f07fd52539a0f3c4a6ed3e8721079b84 \
+    --hash=sha256:c56581ad256c4195a21bfe449fed5d44a02fe83a4a7d6e70e6ec302c881191c7 \
+    --hash=sha256:ca89e361a276dbc934b28a43dd881199e25d34ff5493ee0ce45f3c52a6124a37 \
+    --hash=sha256:dea4b4e27d49e9ec5b785d4f994da000e6726882fcc6ad05ec98478500c71aef \
+    --hash=sha256:e9e46b664887d8c1014f1fb33e09454bbdd9ec1fe29b7fd02dde7b46bc1bb81a \
+    --hash=sha256:ed0889dbed843ce45ede9f5169c0b2dea2222f12685844a03fadb81f12705867 \
+    --hash=sha256:f289be0225ba2ace8e87d6c9639b2bc9ff2b5271afb7c5d39282a4a00e248682 \
+    --hash=sha256:f665510f0fcf4636fb9696f1f7853bed7a3bd764b7bb0cb8494e619c14ed5a0c \
+    --hash=sha256:f9997ba61368c48ed54e715676afadf703947a1542464e39d047764fb3624b01 \
+    --hash=sha256:ff527388df14cb5009f9274faf78cc69a7393ae6acf3b04784b8acca249519c5 \
+    --hash=sha256:ff80d4833d330a73184a3ac5132abe93c575d2dea31975c6f15c0d21fef238aa
     # via docling-core
 tree-sitter-c==0.24.2 \
     --hash=sha256:1628584df0299b5a340aa63f8e67b6c97c91517f52fa7e7a4c557e40adb330a9 \
@@ -6742,13 +6776,19 @@ tree-sitter-typescript==0.23.2 \
     --hash=sha256:c7cc1b0ff5d91bac863b0e38b1578d5505e718156c9db577c8baea2557f66de8 \
     --hash=sha256:e96d36b85bcacdeb8ff5c2618d75593ef12ebaf1b4eace3477e2bdb2abb1752c
     # via docling-core
-trino==0.337.0 \
-    --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \
-    --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c
+trino==0.338.0 \
+    --hash=sha256:093952f8a53b6f47ab357b77cbe92f1d66453290f7d8bcc4b74bd662e5ff2704 \
+    --hash=sha256:1103d249cb96ba8f88f699588581965e2be088c16b9f8178e34cb64aa8a6c011
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
 typer==0.12.5 \
     --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \
@@ -6767,25 +6807,25 @@ types-protobuf==3.19.22 \
     # via
     #   feast (pyproject.toml)
     #   mypy-protobuf
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
 types-pyopenssl==24.1.0.20240722 \
     --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \
     --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54
     # via types-redis
-types-python-dateutil==2.9.0.20260518 \
-    --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \
-    --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8
+types-python-dateutil==2.9.0.20260716 \
+    --hash=sha256:1ae41d51a5c5f6bbeeb7f1f34df7086d55ff1605cf88d2ed71a7a276e1a7794e \
+    --hash=sha256:1d55d1c3024bdb4861bb6a6622c9ec800c433d87bdc5b16fb84cdd0eed4ef2cb
     # via feast (pyproject.toml)
-types-pytz==2026.2.0.20260518 \
-    --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \
-    --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16
+types-pytz==2026.3.1.20260727 \
+    --hash=sha256:42ac44e83645bfceb46597342c8fb8ec028a1407e2feae9c5c539986eab6b57a \
+    --hash=sha256:4364075b6867dd15b210bb8c1d29727d609917129b45600defe1d4b3eda5ecb9
     # via feast (pyproject.toml)
-types-pyyaml==6.0.12.20260518 \
-    --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \
-    --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466
+types-pyyaml==6.0.12.20260724 \
+    --hash=sha256:3c1ce1bb73cd5ec02e90390c2b1f00e810d241d8825fd73ff359696839271b6b \
+    --hash=sha256:d57db930a4b2efbc57cf430ec8882765d246929432fa253092f383902329a453
     # via feast (pyproject.toml)
 types-redis==4.6.0.20241004 \
     --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \
@@ -6795,9 +6835,9 @@ types-requests==2.30.0.0 \
     --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \
     --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31
     # via feast (pyproject.toml)
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via
     #   feast (pyproject.toml)
     #   types-cffi
@@ -6809,9 +6849,9 @@ types-urllib3==1.26.25.14 \
     --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \
     --hash=sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e
     # via types-requests
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
@@ -6827,11 +6867,13 @@ typing-extensions==4.15.0 \
     #   graphene
     #   great-expectations
     #   grpcio
+    #   httpx2
     #   huggingface-hub
     #   ibis-framework
     #   jupyter-client
     #   jwcrypto
     #   mcp
+    #   mcp-types
     #   minio
     #   mlflow-skinny
     #   mypy
@@ -6864,16 +6906,16 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   arrow
     #   ibis-framework
     #   pandas
-tzlocal==5.4.3 \
-    --hash=sha256:24ce97bb58e2a973f7640ec2553ab4e6f6d5a0d0d1aa9dc43bca21d89e1feb82 \
-    --hash=sha256:3a8c9bc18cf47e1dcde252ea0e6a72a6cde320a400b6ac6db1f1f8cccd553c00
+tzlocal==5.4.4 \
+    --hash=sha256:8dbb8660838688a7b6ba4fed31d18dedf842afb4d47ca050d6d891c2c15f3be4 \
+    --hash=sha256:aae09f0126a8a86fa736be266eb4a471380d26a0de3bc14844e7821fee3e2a15
     # via
     #   great-expectations
     #   trino
@@ -6899,18 +6941,18 @@ urllib3==2.7.0 \
     #   requests
     #   responses
     #   testcontainers
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   mlflow-skinny
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -7079,9 +7121,9 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-wcwidth==0.8.1 \
-    --hash=sha256:f453740b1e4a4f3291faa37944c555d71056c4da08d59809b307ef4feba695c8 \
-    --hash=sha256:faf5b4a5366a72dc49cad48cdf21f52bdf63bdda995178e483ba247ff79089b9
+wcwidth==0.8.2 \
+    --hash=sha256:91fbef97204b96a3d4d421609b80340b760cf33e26da123ff243d76b1fda8dda \
+    --hash=sha256:d63947694a0539a1d51e01eda7caf800c291020e6cdd7e28ad7b14dd33ad4f85
     # via
     #   prettytable
     #   prompt-toolkit
@@ -7101,68 +7143,116 @@ websocket-client==1.9.0 \
     # via
     #   jupyter-server
     #   kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
 werkzeug==3.1.8 \
     --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \
@@ -7181,97 +7271,97 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366 \
     --hash=sha256:de8610639996f1567952d763a5a41af8af37f2575a41f9852a38f947eb82a3b9
     # via ipywidgets
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via
     #   aiobotocore
     #   deprecated
@@ -7285,300 +7375,300 @@ xmltodict==1.0.4 \
     --hash=sha256:6d94c9f834dd9e44514162799d344d815a3a4faec913717a9ecbfa5be1bb8e61 \
     --hash=sha256:a4a00d300b0e1c59fc2bfccb53d7b2e88c32f200df138a0dd2229f842497026a
     # via moto
-xxhash==3.7.0 \
-    --hash=sha256:01cf5c5333aed26cc8d5eea33b8d6398e085e365a704b7372fabdf7ab06441a9 \
-    --hash=sha256:030c0fd688fce3569fbb49a2feefd4110cbb0b650186fb4610759ecfac677548 \
-    --hash=sha256:03f8ff4474ee61c845758ce00711d7087a770d77efb36f7e74a6e867301000b8 \
-    --hash=sha256:040ea63668f9185b92bc74942df09c7e65703deed71431333678fc6e739a9955 \
-    --hash=sha256:05ece0fe4d9c9c2728912d1981ae1566cfc83a011571b24732cbf76e1fb70dca \
-    --hash=sha256:05fd1254268c59b5cb2a029dfc204275e9fc52de2913f1e53aa8d01442c96b4d \
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+    --hash=sha256:bb70573d2995d23932e2871120f78d798ebc3572e54c09e694a18ced95c5f8d9 \
+    --hash=sha256:bbcdf9c92d21c65bc75426eecea724c8fa0d35a6e201fdf1630011d4cc3aa685 \
+    --hash=sha256:bcab50a389cc04d87f90092af78a6adba2ab3deca63175a3344ca83514045315 \
+    --hash=sha256:bf28f55e427e0483acb1f666bd0d869b6d5e5a716680c216ad7befe3d4cfba2e \
+    --hash=sha256:bfcd82852c62a60e314670a9602de354c4460f8adad916e2e42a20860c7870bc \
+    --hash=sha256:c240939e963653054fc7e4a17c382829cda4aa88a7daf0af841715dbded1b497 \
+    --hash=sha256:c31a2649bcf1fe97cf11c79848d761df33ac46b3896942d31b640557b486ff6b \
+    --hash=sha256:c4ed42965c2cd9081f011be22f69d0e65d3b6165fe7734072fd0c232840bbd4e \
+    --hash=sha256:c73b6f652f0745425aa6378319c331293b5341756262e9408ed3d45f183375e6 \
+    --hash=sha256:c85949d02c85adf6d786eb94858e124989a632a4e65739835b2fc5761827fac3 \
+    --hash=sha256:c919f38cd3f0b5e8d30b81fd6cac688cf9221560340f0c35cbbb8b2bd77ad6ac \
+    --hash=sha256:c959f88160b13b4e730b0d75b459b7929fc0d2225c284c9683ac95d6feeeac6a \
+    --hash=sha256:cb3fe820c27593f170770d6c8d791936cf6275d9269405fbb7b30a55363c10c8 \
+    --hash=sha256:cf399fac542a1c7a4734a435b93df2c55e858c7d31abf6c1bdf46f9ae67fbfd0 \
+    --hash=sha256:d0b48cdf690a64cedf7258c3dc9506cc41fc86edd7739c40e3098952265dc068 \
+    --hash=sha256:d247b34bf433c92b41689318fd25d246313cab2275a6a47e2efac178b80d6efe \
+    --hash=sha256:d48acabb1e5cb0071009f80d71d7f01b6ba2c1d4b869b1352bb5df3f11bf7dfd \
+    --hash=sha256:d5006c65ec507a333479e76e00e2c368781f16c24ededa764763956b32a0e93e \
+    --hash=sha256:d58ce8b6cfa9c4d2f230557f69caf7c06369e318015d0b19485095bc2c5963ab \
+    --hash=sha256:d59e71153fe9ff85648d00e18649b07e9b22c797291abb7e27274fa06df8b838 \
+    --hash=sha256:d6a5c0bce213b23b0166fe0d35bcbbe23ce4b968f257cc7eb6fd57cb8e1e6297 \
+    --hash=sha256:daa86e4b68221d38e669bb236ba112d0335353829fb627c82e5909e4bbe8694c \
+    --hash=sha256:db77278a6eddadbf44ce5aae2fee5ebb4d061f026b1ce2130d058cd4d7a7b670 \
+    --hash=sha256:dfe0580fbfd5e4af87d0cc52d2044f155d55ebd8c8a93568758a2ea7d8e15975 \
+    --hash=sha256:e14800b9b10bb39d7a60ad4a310e403164d7b8988a27ae933d4e40618a44088e \
+    --hash=sha256:e2a845687219ba3214126f14a8a5861f97c9e065a7d0b8252adb6df13eea86fb \
+    --hash=sha256:e3b87cbd974512c0c5fc7b469c36b2cdc9ee6d76e4ec78bccb2c7184611c49b0 \
+    --hash=sha256:e4a6443968c4e8dc69967e12776776a5952c119cc1bd94168ad1c5ad667c2be1 \
+    --hash=sha256:e605e0b8abca9457abd5bee737e086ab145a20c25083ef1113013612268872ff \
+    --hash=sha256:e6e49370822c1f4d8d90e678b06dbcb08b51a026a7c4b55479e7d467f2e813bc \
+    --hash=sha256:e710ad822c493fb80a4fbc1e3d0a807b1422cb90adbe64378f98291b7fa48fef \
+    --hash=sha256:ea6a3e734b0fd41b82784a400be946821900daebe610c050a5e0760838a34f99 \
+    --hash=sha256:ec55d80e9b8a519d742669e0b49e8ce9e6747be42bf3c138158b6543a9c8e489 \
+    --hash=sha256:ed8bcdab6692fd4ad0dd6241807a24a640a376764460023b8d462d745e6b7b27 \
+    --hash=sha256:f377012b86c0a23a1df0cf5a1b05aa7187649e472f71c7892e5f2c2815bbe74f \
+    --hash=sha256:f6114692261eff4266386cdec0f7d87eee24e317ab397c218b7ae6a76b4c6339 \
+    --hash=sha256:f8044cf4c77f37968b8c4cbcbf7a0f355d8a437877ae18eba23e3aad953a6cc7 \
+    --hash=sha256:f8ed8940435834141061da26d27c4dd0d18fb69777bf431f5c6cc46b43349113 \
+    --hash=sha256:f93e408255ddce525189bf11feaa1be7ee35e55f486c299c97d9caa68d724a5b \
+    --hash=sha256:fb9e256a357dfcede7818c6d34e70db2d6b664394803d1de4b6984d2de76c0f1
     # via datasets
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 zipp==4.1.0 \
     --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
@@ -7685,6 +7775,10 @@ zstandard==0.25.0 \
     --hash=sha256:fd7a5004eb1980d3cefe26b2685bcb0b17989901a70a1040d1ac86f1d898c551 \
     --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01
     # via
-    #   clickhouse-connect
     #   pyiceberg
     #   trino
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.12-minimal-requirements.txt b/sdk/python/requirements/py3.12-minimal-requirements.txt
index 11cf16bd71d..5af4667e0df 100644
--- a/sdk/python/requirements/py3.12-minimal-requirements.txt
+++ b/sdk/python/requirements/py3.12-minimal-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.12 --no-strip-extras pyproject.toml --extra minimal --generate-hashes --output-file sdk/python/requirements/py3.12-minimal-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
-    --hash=sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602 \
-    --hash=sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2 \
-    --hash=sha256:672ac254412a24d0d0cf00a9e6c238877e4be5e5fa2d188832c1244f45f31966 \
-    --hash=sha256:672b9d65f42eb877f5c3f234a4547e4e1a226ca8c2eed879bb34670a0ce51192 \
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+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -139,21 +139,22 @@ aiosignal==1.4.0 \
     --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \
     --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7
     # via aiohttp
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -162,40 +163,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 atpublic==7.0.0 \
     --hash=sha256:466ef10d0c8bbd14fd02a5fbd5a8b6af6a846373d91106d3a07c16d72d96b63e \
@@ -209,261 +211,241 @@ attrs==26.1.0 \
     #   aiohttp
     #   jsonschema
     #   referencing
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
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+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -528,13 +510,13 @@ cryptography==49.0.0 \
     #   pyjwt
     #   pyopenssl
     #   snowflake-connector-python
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -542,42 +524,42 @@ dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
     --hash=sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c
     # via feast (pyproject.toml)
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
@@ -596,9 +578,9 @@ faiss-cpu==1.14.3 \
     --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
     --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
     # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -606,9 +588,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 frozenlist==1.8.0 \
     --hash=sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686 \
@@ -744,15 +726,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -762,9 +744,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -782,9 +764,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -792,9 +774,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -804,9 +786,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -868,58 +850,58 @@ grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -934,17 +916,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -957,6 +939,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hiredis==3.4.0 \
     --hash=sha256:02298551060cbfe17b1acb02e9d066eadd51e37357369736f8fc1f5533875255 \
@@ -1076,6 +1059,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1131,12 +1118,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1148,6 +1133,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1170,101 +1156,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1365,17 +1353,19 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-milvus-lite==3.0 \
-    --hash=sha256:2c35d0d046b1faae3402cde1fb73d65f51ee8c6aba65f54de1dda46f7bb18b9b \
-    --hash=sha256:d9a094eab84bdaa4253da3721482282c939da1cce6f4e1759f947e8d3e53406e
+milvus-lite==3.1.1 \
+    --hash=sha256:0cbf8386a2e99b6464a5eda14cf8e31934b0e287e36c831e293aee614d9efc2e \
+    --hash=sha256:0f343c9bf1e291d6c2fa615a52a57090ebbaf96b84bfb71f7eb73cd95cd7fc1c
     # via feast (pyproject.toml)
 mmh3==5.2.1 \
     --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \
@@ -1637,101 +1627,102 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
     --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
     # via mypy
-numpy==2.5.0 \
-    --hash=sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865 \
-    --hash=sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988 \
-    --hash=sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd \
-    --hash=sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c \
-    --hash=sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22 \
-    --hash=sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6 \
-    --hash=sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b \
-    --hash=sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927 \
-    --hash=sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446 \
-    --hash=sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9 \
-    --hash=sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03 \
-    --hash=sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e \
-    --hash=sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748 \
-    --hash=sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561 \
-    --hash=sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60 \
-    --hash=sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2 \
-    --hash=sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c \
-    --hash=sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731 \
-    --hash=sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5 \
-    --hash=sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303 \
-    --hash=sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2 \
-    --hash=sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4 \
-    --hash=sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0 \
-    --hash=sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e \
-    --hash=sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab \
-    --hash=sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826 \
-    --hash=sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a \
-    --hash=sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9 \
-    --hash=sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8 \
-    --hash=sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca \
-    --hash=sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a \
-    --hash=sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54 \
-    --hash=sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2 \
-    --hash=sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be \
-    --hash=sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21 \
-    --hash=sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd \
-    --hash=sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a \
-    --hash=sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd \
-    --hash=sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c \
-    --hash=sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73 \
-    --hash=sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6 \
-    --hash=sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7 \
-    --hash=sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9 \
-    --hash=sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa
+numpy==2.5.1 \
+    --hash=sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2 \
+    --hash=sha256:09e9bfd8d2cf479c7d174804fb3811c53a8e9f20a37444008606b57d6b7a826d \
+    --hash=sha256:0bfebd8695f9863592fe744be833a258120b14a9f39da255e8aa8fade2c0ddd1 \
+    --hash=sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b \
+    --hash=sha256:1c6759f538fb912fc46de0a6b1758ccf7b57bc7c7ebebc23974fdac3de8db0cd \
+    --hash=sha256:224ca51130ef7da85bea2191625181cb4f337f9cb64b471f10c1a12aa8b60077 \
+    --hash=sha256:24d0eb82c0541d3415a33425db64ae439dffccd7b4dbcb30e7c35120205c506a \
+    --hash=sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e \
+    --hash=sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277 \
+    --hash=sha256:30b44a6b53a7ae63c54c089a8726e5563ed302716c5b7ccc85afade40b0e7ff6 \
+    --hash=sha256:32985c896d897419ef8da6917872d80b78ad0ea26d85b23245c7366ffde76d75 \
+    --hash=sha256:3935f3b419b244a02732676fa5317a9193cc596a4c0646db07e5b421229ac9f7 \
+    --hash=sha256:4939237038ada79308dda3204ac6462df056b5672b2e25db1149cf873668b3e1 \
+    --hash=sha256:4b4ff1608417eb7a59da7b967bbb798cacfe071d2caf526a24281cd562072ed9 \
+    --hash=sha256:54ad769f17bc2d833b620851989f62054fb9ab93c969d9e1dc3c8e3d56beea21 \
+    --hash=sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca \
+    --hash=sha256:5a4c988b38d261deeeaad9954e3deb091ad905c94e8bb6708654ef1d97f286b0 \
+    --hash=sha256:5a6db61f9aaa57e369905c67d852045d3c4f7126405b29d09b19dec118e9c9cb \
+    --hash=sha256:6165343f81b56ef8f514f396989e529b61d9dc709b99421b07e9f3e698e2287d \
+    --hash=sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75 \
+    --hash=sha256:6c3fe51bc6a16453d452997053454f309e8e0ed7b42d6b361ce4ac8c32913d74 \
+    --hash=sha256:6eab239876581b2b3c5a242281b6007bbdbcd1c7085d7709bb57c5929b11e6bf \
+    --hash=sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0 \
+    --hash=sha256:7c786fe9a5bbe360022e584c5a34cf6b54265c71bd7ec8ac3d8fec38968071f8 \
+    --hash=sha256:83ce9c80d5b521b0d77ddcbe5447c218d247929b6cc056ca5351342accfff0af \
+    --hash=sha256:9726558e8db4a5bf7929a70ae50f63abda4daf0efe810e3bfbab95976f75fc1a \
+    --hash=sha256:99d5095fa265a0c4152e7bb12759e14381ef5496152f1ce58f44bdf55c44beb4 \
+    --hash=sha256:a33276be12fa045805f477f22482088b66bb758ffbe89a9d21457de863a32e22 \
+    --hash=sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3 \
+    --hash=sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1 \
+    --hash=sha256:ab84dc6b074fa881cae55bea94cc4f68e285181ba7f32497bf7dee6b1496165b \
+    --hash=sha256:ab87a91b3cc3382b8956095bd8f95e00cf679bb81554339be1a2ba404a1473c1 \
+    --hash=sha256:c12afb53450fa976d4c681c50a7423729a4c51c0465ed9f32b8a9cabbc472373 \
+    --hash=sha256:caf3e317d33d60c37986b452613f4ab51246d0691350c03d0cb4a898627f4a95 \
+    --hash=sha256:dc932a65ded7ce9013d120845a2514dcccb1a67bfc8deb8d37633762951904a6 \
+    --hash=sha256:e68d8dd1e7eba712948f2053a29ec86917bc70ba1358df869d9f06649ef9cf09 \
+    --hash=sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9 \
+    --hash=sha256:e8c11c405efc5ff6816d5983c96cdfa215bab3428961243af3ff59b228490438 \
+    --hash=sha256:efd736408cc97c79b9e6917338dfc8f06013b2274f992e96b1d9a81a71e2a2c2 \
+    --hash=sha256:f089d7b00756190aacf1f5d34bdf38c3c430ac82b4f868f8cede73380460fce7 \
+    --hash=sha256:f2479a47f8d5932d1718168a681ad6e536a9df484c83cfcf9de365e164537ace \
+    --hash=sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3 \
+    --hash=sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2 \
+    --hash=sha256:f7feb014281029e628ba2d5a007407443b06e418b6fe451d1e2adcbc8eba0107
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1745,6 +1736,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -1914,9 +1909,9 @@ pathspec==1.1.1 \
     --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
     # via mypy
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 prometheus-client==0.24.1 \
     --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
@@ -2047,25 +2042,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2115,57 +2108,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2179,9 +2165,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2199,6 +2185,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2325,9 +2312,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2345,8 +2330,9 @@ pyjwt[crypto]==2.13.0 \
     #   feast (pyproject.toml)
     #   mcp
     #   snowflake-connector-python
-pymilvus==3.0.0 \
-    --hash=sha256:57c8e7c87fbbf579f122b4df893949bc78e50bca2988527864891bd544817b05
+pymilvus==3.0.1 \
+    --hash=sha256:c02389059088b18d6e598cd175541e445c772fab4926c5e527c4913be34887f1 \
+    --hash=sha256:c5a8d5c1fa1de7b416e3529d383d8cc2e7da2170433ffa4a2d9087e14f70171a
     # via feast (pyproject.toml)
 pymysql==1.2.0 \
     --hash=sha256:62169ce6d5510f08e140c5e7990ee884a9764024e4a9a27b2cc11f1099322ae0 \
@@ -2355,9 +2341,7 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
+    # via snowflake-connector-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
@@ -2379,9 +2363,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2500,143 +2484,129 @@ rich==15.0.0 \
     #   fastapi-mcp
     #   ibis-framework
     #   typer
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
-    --hash=sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf \
-    --hash=sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2 \
-    --hash=sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f \
-    --hash=sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf \
-    --hash=sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049 \
-    --hash=sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3 \
-    --hash=sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964 \
-    --hash=sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291 \
-    --hash=sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14 \
-    --hash=sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc \
-    --hash=sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47 \
-    --hash=sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5 \
-    --hash=sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d \
-    --hash=sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb \
-    --hash=sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df \
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+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2645,7 +2615,6 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
     --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
@@ -2656,33 +2625,33 @@ six==1.17.0 \
     # via
     #   kubernetes
     #   python-dateutil
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -2748,13 +2717,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -2825,9 +2794,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -2836,34 +2805,43 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
     #   anyio
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -2883,9 +2861,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -2896,17 +2874,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3072,264 +3050,317 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
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-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
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-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
+
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
diff --git a/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt b/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt
index f2adbcad8eb..c08740883fb 100644
--- a/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt
+++ b/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt
@@ -4,130 +4,147 @@
 #
 #    pybuild-deps compile --generate-hashes --output-file=sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
 #
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via trove-classifiers
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
+    --hash=sha256:0520e1f4c35f44e209cbbb421b67eec42e6a157f59444dfb6058874ff3610e5d \
+    --hash=sha256:0582a58f3051372229ca8e7f5f589f9e5632678208d8636fea3676711fdf7fe5 \
+    --hash=sha256:0611e7ebf90573a535ebdc33ae9da222d037853983e13359f580fab781ca017f \
+    --hash=sha256:0a42c688d19fca6e095a53c6a6e2295a5b050a8b289f109adab02a9e61a25de6 \
+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
+    --hash=sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93 \
+    --hash=sha256:33eb1ad83ebe8f313e0df035c406227d55a79456704a863fad9842136af5ad7d \
+    --hash=sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d \
+    --hash=sha256:3681e031db29958a7502f5c0c9d6bbc4c36cb20f7b104086fa642d1799631ff8 \
+    --hash=sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b \
+    --hash=sha256:37f525a7e7e50c017fdebe58b787be310ad59357ae43a053943a6e1a6c526001 \
+    --hash=sha256:3b926723c13eba9f81d2ef3820d63aeceec3b2d4639906047bf675cb8a7a500d \
+    --hash=sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43 \
+    --hash=sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b \
+    --hash=sha256:47ff3a8bfd8cb9da1af7524b965127095055654c177fcfc7578debcb015eecd0 \
+    --hash=sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0 \
+    --hash=sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458 \
+    --hash=sha256:510aeeeac94811b138077451da1fb18b308a5feab47dd2b603af55804155e1c8 \
+    --hash=sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d \
+    --hash=sha256:5ecbd0499275d57506d397eebe1981cee87b47fcd9ef5c22cab7ed7644a39a94 \
+    --hash=sha256:6274dcb2d15cef48daa73ed1be5a40d501d74dccd0cd6db364776d12cb6ba022 \
+    --hash=sha256:63960549e4f8dc41e31accb97b975abaecfc44c03e396c093a6436763c2ea7db \
+    --hash=sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479 \
+    --hash=sha256:6af371f3767faeffc6ac1ef57cdfd25844403e9d3f476c5537caee499de96376 \
+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
+    --hash=sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6 \
+    --hash=sha256:702c436735fbe99d59ada02a1f65cfc0d31c0ee8b7290912f8fbc5cd1e4b16c3 \
+    --hash=sha256:716ff8ec22f20b4d988b12884086bcef0fc99737043e503f7a3935a6be99b1ea \
+    --hash=sha256:762f99479dcb369f60ab9017ad4ab97a36a1dd7c1ee5a3b15db0f4b8659120cd \
+    --hash=sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02 \
+    --hash=sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde \
+    --hash=sha256:799416bae98336e400981ff6e532d67d5c709cfb30afb79865a1315f94b0e224 \
+    --hash=sha256:7d034dcffa09e9a46c93fa3a3be402096cb5354ac6e41ab8e5cc9cd8b642ad76 \
+    --hash=sha256:7d28dff1db6764108bc30788d85d61c876beff416d9a49cb9dd7c5a9f34f5804 \
+    --hash=sha256:7d3538f9c0e50670f4deb93dbb696576e60590369cae2faf7de681e597a8a1f1 \
+    --hash=sha256:7d5980a3433d4b71a5e120f9dd551403d7824e31e2e67124fe2769c404c06913 \
+    --hash=sha256:7ea6b3e2c4250ff1de21c630fe72d0f63eb95c2c32ffbf64a358cf4a8836d714 \
+    --hash=sha256:86cf8755a791f72c85dc287128cc62d4f24d392e3f1e15837245623f4a33cccc \
+    --hash=sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2 \
+    --hash=sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e \
+    --hash=sha256:8d35c139744adb3e727cd51b1a18324bbe44b8bd41bf8322bca4d41289f48eda \
+    --hash=sha256:8e74a6135550c4748af665b1b1118b6aab33b1fc6a16f9aff630af107c3b4512 \
+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
+    --hash=sha256:90bec57cf82089383bd06a605b3eb8daebf7e5a668520beaf6e327a83a947699 \
+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via cryptography
 cython==3.0.12 \
     --hash=sha256:0038c9bae46c459669390e53a1ec115f8096b2e4647ae007ff1bf4e6dee92806 \
@@ -264,46 +281,46 @@ cython==3.1.1 \
     --hash=sha256:e851ab66a31794e40df1bc6f649cdc56c998c637f5a1b9410c97a90f6b6cb855 \
     --hash=sha256:fd689910002adfac8734f237cdea1573e38345f27ed7fd445482813b65a29457
     # via grpcio
-cython==3.2.5 \
-    --hash=sha256:05c22cd606ac8d14a9cf17e48668bb37734c803978bf4d793c7f11ef54c4451f \
-    --hash=sha256:0a81220817ff954eddf4512a5b82089094a2f523eb1dc4ad555efd6f07b009b4 \
-    --hash=sha256:0bc29c7f870b09efdb1f583fbec9592b33af81a7ce273b89c8f5163d7572d5c1 \
-    --hash=sha256:220e8b160b2a4ddc362ad8a8c2ab885aa7156099702cdc48f6518a5de921b553 \
-    --hash=sha256:224149d18d980e6ea5001b70fc7ce096c1891d59035dfa9cc5ede50f55804913 \
-    --hash=sha256:268aecadcabcdad9f773b8a5694746e0b9ee7894b56b84e2e3a2ccb6c929ea79 \
-    --hash=sha256:29243859d6824e2d33bae92fc83d591c3671b6d9ac1b757fa264b894ae906c2b \
-    --hash=sha256:34d21aeb08477c9173e8be7a566b19e880a7c8109ec6bb47a4b20cb680141114 \
-    --hash=sha256:3795237ab49753647e329181b140c424e8aa97543074f171f8d2c45e5014a06e \
-    --hash=sha256:382122de8d6b6024fc374fabc3a2b14ba5860ed981c25055ed14fe44278b9dc7 \
-    --hash=sha256:3864da4ca2ebe4660d8f672f2143b02840bf3045655222f6090486171c84298f \
-    --hash=sha256:39acb30eba78ba6d995d5cf3d97d57d450663d93aac6f8b93753d2b89d768c60 \
-    --hash=sha256:3dd42e4cf36ad15f265bdfec2337cc00c688c8eb6d374ffd13bb19437c27bba1 \
-    --hash=sha256:3e5e519bad217a0b96fc281666720ed7d339da618acaa012bea712980b8fe6c9 \
-    --hash=sha256:45baf00cb8b222a2ca7e9c48add5dac3ceb6e65be4f591150a6b6767ce1f86b0 \
-    --hash=sha256:4d00e2c976ee96da4deff50506c7882ccebb4a932fc178ef27eb42bfde959839 \
-    --hash=sha256:561613ddd1ee83088eb126e80a5a7d73ee6eb82e0b1aea09afbe170287e5e27f \
-    --hash=sha256:56c97c5e43782ec9d9e66c465e253d2ccde0c578c364c46445efe484965524f0 \
-    --hash=sha256:5887c24ebd19604b7a76d8ea57446cb562a590f7f2557e5954a69aae38b3195e \
-    --hash=sha256:605c447188aecf2941709f53a2ce44862be256e54601c01b38ab710d83db8047 \
-    --hash=sha256:677bb60fd8f5949e26c0a7898983967dbbb65f7628481d8480956b85ca766554 \
-    --hash=sha256:69cd71b90d4e0f142fd15b2353982c3f9171fc5e613001f16bcb366ffb29004b \
-    --hash=sha256:6e5d7a60835345a8bd29d3aa57070880cc3ce017ea0ade7b9f771ce4bf539b1f \
-    --hash=sha256:75f5295dc1b32d084fec598f9507e6f264311d78c07da640bc9a05dc47f7ac2c \
-    --hash=sha256:85b2944c3eddfc230f9082720195a2e9f869908e5a8b3185be1be832755ee7fc \
-    --hash=sha256:8d7b81e6a52a84a02993f01aa5873786ba1dd593c892d93d5fe9866da0bad297 \
-    --hash=sha256:91cb5b9ff599612737b3fd0dddcd401acdf904b78c2caf8cd1049501d0a53f2d \
-    --hash=sha256:992a50e90d01813333752f374a4405863113059ec67102ab8d6a431a171ee328 \
-    --hash=sha256:a3a423468ee77c3c5b26494f57d9c52e9318991fb7142f4c49fb01b99373e8d6 \
-    --hash=sha256:a636c8b7824f3cb587eb2fdde59d8f4a14d433565508081cc290198e37567910 \
-    --hash=sha256:b4bfb00baef07106a1e5e7252ace18de91225322f7fa29970995aea7c380fa21 \
-    --hash=sha256:b8bc1325cf3e4394cc08a3c1ea7fa24f02f405eef0e8c156d5055f6f9a7a1565 \
-    --hash=sha256:c4c79e697db55f082a2d3ba97702e71881d5bb1f56f0a80fa338e69101e4c59b \
-    --hash=sha256:c80e1e5cba5b4b9890364e9360939fc298c474f25754bb4bb861270d24bda6d6 \
-    --hash=sha256:cce98a9011ac6a2560b3587db22912bd0138267669ec567b0d57eddd2d741b8b \
-    --hash=sha256:dc1c8cebb7df5bce37f5f8dc1e5bf04313272a5973d50a55c0ec76c83812911b \
-    --hash=sha256:eb38b89e5a8eb2508a1a0832063826b0703dfb02be84e4aa34b8818ce0ca50fe \
-    --hash=sha256:f4e722ceab6d795b4682d693656218671c873d4aa74119c54a2b62de0e7c48ce \
-    --hash=sha256:f9b564f67b01bffa2521f475794b49f2787709cec1f91d5935a38eba37f2b359
+cython==3.2.9 \
+    --hash=sha256:114b2dee0fa1daa48a59574d848da0ff1b6bdb725a755e9b92fad14962e1ff8d \
+    --hash=sha256:1c2974742433be5c36ae1df1e761ce0063753fc2702316d5a3062b0a4e94a1df \
+    --hash=sha256:23e80bc885c599e72072e18d0746df82d394b73100c1e153cda7359e6e59fe09 \
+    --hash=sha256:2751b7c0cb13135aadcc1cc8fe223be98d458cd1132611d31675e768a5e4a2e9 \
+    --hash=sha256:2b1756ddc3bc0cd4341a515fc420c3e25e13c249f5537159b3fb0bff8d19e55c \
+    --hash=sha256:41637c644d7224d2d3170ee312077c2173693f0d4a0da1c82a0cffa3680a42dc \
+    --hash=sha256:44b7fc417933d65bf31bce00337ff318efa3ea59daed21d10fe842d41e657c08 \
+    --hash=sha256:4b1fd5a9c03f72a18618668a8e90d569442ed742f910e3ad003dcc9348e9598b \
+    --hash=sha256:4b871ad97dd7fb1cbf56f6238c54423febd310afc1d9d9bc70c69c89b7ce57fc \
+    --hash=sha256:522e277c29ebee304e73f3a78307549d09908b0c63098421a12dffc8d779fd74 \
+    --hash=sha256:56d95c0674c25f281c6ae8f1d17bd425d6c2818bb304ff781831bb5d00d04b0b \
+    --hash=sha256:57a6a78d14f7dd7d6062d9bca694e2a8c1c14113b6ceceea076abcd1161fdc5a \
+    --hash=sha256:61d4abbf84f77c8d19361d05d9f51d65d8d95e74f736eae55fa1aed8a1430469 \
+    --hash=sha256:63a42e131112072f912b66734088abc946c6bc42cb7454461a6dfdd2d09d3bae \
+    --hash=sha256:681980fcc82b346ac83bc7d59e68ca1eba74ed9576f5d8584761d0c6c68c45d0 \
+    --hash=sha256:788ea800618d20158166d09f60835aab50922ae1cfe3108c93fa72e173b7002d \
+    --hash=sha256:7c534d782757710e39f3c9582214d7a28a0d68c86e78ee3df1d729cbc270e133 \
+    --hash=sha256:7d41baea51ea00f9237f75af498577827493bca5e9b45bbd4e351543727e589a \
+    --hash=sha256:8c843dd85857cd0d0da055489f448d032866120cfb094ce16205a1ff54d06353 \
+    --hash=sha256:92989da161a7d18a7ad4baebc49289b2b77556d5a94916f90140ba26aecf6892 \
+    --hash=sha256:944dc8747f640b3527649c566a5fc75ee0c15e80642ea2fdae4fe6378e1a9d4a \
+    --hash=sha256:9d3cba9c4770cf76370fead8d2ae71bc474f3ef67ae4119e455d025726bcdc1c \
+    --hash=sha256:a2b0e87f6b80790c929308ca0831d686f7a180feab684fe8cd4a4380bd96aaca \
+    --hash=sha256:a3fc783d12202d1b064b6f125772d85f00e36e62eee6b2e415f56d8fd2d2e7b2 \
+    --hash=sha256:a5cd9c5f138cb052130b40ad3b6976d2180c35348410995812678f4636bd8f94 \
+    --hash=sha256:c6d4a92a87d238231564b5cbf27a8d1e46b7e62040c66b5ff33778a16b22295e \
+    --hash=sha256:cac792b0bde1c86d8f832e513cd061b7e682181cc5a6d843d487e6c8ae9d5fcb \
+    --hash=sha256:ccb0bc6b8437cfcb04459a02bc5ecc58bf161ea11659438945ab5a1392ee39fe \
+    --hash=sha256:d15c4d4ba8a3ad284124384f769465bfba45512aaa4c81caea8a165f79fc042a \
+    --hash=sha256:d249c9022ab13286b17bd66f30609e800c5f95efeecb06168990c7a66cecde6c \
+    --hash=sha256:ddb43637b7749b88644df4319e1c36f767e7fb71a92bb9942558c8de2f1cc5f4 \
+    --hash=sha256:e75ec625d8f8781ced690b7a2f5c2d138067711cf24bb8fb68c872c30c2fefe5 \
+    --hash=sha256:e8ec2d5a7b798c84d6779e7ca5318fd928b8fe9dd021106d714dc2e77cdc7555 \
+    --hash=sha256:e9b6ebc6c74b4318eaa4e51e520dc8b95ebc7b262953c3ecb24131104681f14e \
+    --hash=sha256:e9c39962f749bd40c6e8c5063d498bd3749947888306ffedb99a0cab3a69f995 \
+    --hash=sha256:efd54fe07f808e7e82f6a04f370457ca02e770c948f0e2f83345ccc7ec8bb829 \
+    --hash=sha256:f25b402a6f1eed34af2af57603a9aadcf594dacaced1655e925eb317fba3f337 \
+    --hash=sha256:f2fe4bc1b8fa4130563b94a3614db9ea17e92a455bed00e6a5d03eaff434b33c \
+    --hash=sha256:f815cd3387bd88ca9eeabc357ce4bdf884eef0ab2949db0fbd5e0b69fe5ee422
     # via
     #   pyarrow
     #   uvloop
@@ -343,6 +360,7 @@ flit-core==3.12.0 \
     #   sphinxcontrib-qthelp
     #   sphinxcontrib-serializinghtml
     #   tomli
+    #   truststore
     #   typing-extensions
     #   wheel
 hatch-fancy-pypi-readme==25.1.0 \
@@ -351,7 +369,9 @@ hatch-fancy-pypi-readme==25.1.0 \
     # via
     #   attrs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   jsonschema
     #   pydantic
 hatch-vcs==0.4.0 \
@@ -371,9 +391,9 @@ hatch-vcs==0.5.0 \
     # via
     #   filelock
     #   platformdirs
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   annotated-types
     #   atpublic
@@ -387,12 +407,15 @@ hatchling==1.30.1 \
     #   hatch-fancy-pypi-readme
     #   hatch-vcs
     #   httpcore
+    #   httpcore2
     #   httpx
+    #   httpx2
     #   ibis-framework
     #   jsonschema
     #   jsonschema-specifications
     #   mcp
-    #   milvus-lite
+    #   mcp-types
+    #   opentelemetry-api
     #   platformdirs
     #   pyarrow-hotfix
     #   pydantic
@@ -479,97 +502,99 @@ libcst==1.8.6 \
     --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \
     --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4
     # via pyarrow
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 markupsafe==3.0.3 \
     --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
@@ -702,51 +727,51 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
     --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
     # via mypy
-numpy==2.5.0 \
-    --hash=sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865 \
-    --hash=sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988 \
-    --hash=sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd \
-    --hash=sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c \
-    --hash=sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22 \
-    --hash=sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6 \
-    --hash=sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b \
-    --hash=sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927 \
-    --hash=sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446 \
-    --hash=sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9 \
-    --hash=sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03 \
-    --hash=sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e \
-    --hash=sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748 \
-    --hash=sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561 \
-    --hash=sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60 \
-    --hash=sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2 \
-    --hash=sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c \
-    --hash=sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731 \
-    --hash=sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5 \
-    --hash=sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303 \
-    --hash=sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2 \
-    --hash=sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4 \
-    --hash=sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0 \
-    --hash=sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e \
-    --hash=sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab \
-    --hash=sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826 \
-    --hash=sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a \
-    --hash=sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9 \
-    --hash=sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8 \
-    --hash=sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca \
-    --hash=sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a \
-    --hash=sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54 \
-    --hash=sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2 \
-    --hash=sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be \
-    --hash=sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21 \
-    --hash=sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd \
-    --hash=sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a \
-    --hash=sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd \
-    --hash=sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c \
-    --hash=sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73 \
-    --hash=sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6 \
-    --hash=sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7 \
-    --hash=sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9 \
-    --hash=sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa
+numpy==2.5.1 \
+    --hash=sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2 \
+    --hash=sha256:09e9bfd8d2cf479c7d174804fb3811c53a8e9f20a37444008606b57d6b7a826d \
+    --hash=sha256:0bfebd8695f9863592fe744be833a258120b14a9f39da255e8aa8fade2c0ddd1 \
+    --hash=sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b \
+    --hash=sha256:1c6759f538fb912fc46de0a6b1758ccf7b57bc7c7ebebc23974fdac3de8db0cd \
+    --hash=sha256:224ca51130ef7da85bea2191625181cb4f337f9cb64b471f10c1a12aa8b60077 \
+    --hash=sha256:24d0eb82c0541d3415a33425db64ae439dffccd7b4dbcb30e7c35120205c506a \
+    --hash=sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e \
+    --hash=sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277 \
+    --hash=sha256:30b44a6b53a7ae63c54c089a8726e5563ed302716c5b7ccc85afade40b0e7ff6 \
+    --hash=sha256:32985c896d897419ef8da6917872d80b78ad0ea26d85b23245c7366ffde76d75 \
+    --hash=sha256:3935f3b419b244a02732676fa5317a9193cc596a4c0646db07e5b421229ac9f7 \
+    --hash=sha256:4939237038ada79308dda3204ac6462df056b5672b2e25db1149cf873668b3e1 \
+    --hash=sha256:4b4ff1608417eb7a59da7b967bbb798cacfe071d2caf526a24281cd562072ed9 \
+    --hash=sha256:54ad769f17bc2d833b620851989f62054fb9ab93c969d9e1dc3c8e3d56beea21 \
+    --hash=sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca \
+    --hash=sha256:5a4c988b38d261deeeaad9954e3deb091ad905c94e8bb6708654ef1d97f286b0 \
+    --hash=sha256:5a6db61f9aaa57e369905c67d852045d3c4f7126405b29d09b19dec118e9c9cb \
+    --hash=sha256:6165343f81b56ef8f514f396989e529b61d9dc709b99421b07e9f3e698e2287d \
+    --hash=sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75 \
+    --hash=sha256:6c3fe51bc6a16453d452997053454f309e8e0ed7b42d6b361ce4ac8c32913d74 \
+    --hash=sha256:6eab239876581b2b3c5a242281b6007bbdbcd1c7085d7709bb57c5929b11e6bf \
+    --hash=sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0 \
+    --hash=sha256:7c786fe9a5bbe360022e584c5a34cf6b54265c71bd7ec8ac3d8fec38968071f8 \
+    --hash=sha256:83ce9c80d5b521b0d77ddcbe5447c218d247929b6cc056ca5351342accfff0af \
+    --hash=sha256:9726558e8db4a5bf7929a70ae50f63abda4daf0efe810e3bfbab95976f75fc1a \
+    --hash=sha256:99d5095fa265a0c4152e7bb12759e14381ef5496152f1ce58f44bdf55c44beb4 \
+    --hash=sha256:a33276be12fa045805f477f22482088b66bb758ffbe89a9d21457de863a32e22 \
+    --hash=sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3 \
+    --hash=sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1 \
+    --hash=sha256:ab84dc6b074fa881cae55bea94cc4f68e285181ba7f32497bf7dee6b1496165b \
+    --hash=sha256:ab87a91b3cc3382b8956095bd8f95e00cf679bb81554339be1a2ba404a1473c1 \
+    --hash=sha256:c12afb53450fa976d4c681c50a7423729a4c51c0465ed9f32b8a9cabbc472373 \
+    --hash=sha256:caf3e317d33d60c37986b452613f4ab51246d0691350c03d0cb4a898627f4a95 \
+    --hash=sha256:dc932a65ded7ce9013d120845a2514dcccb1a67bfc8deb8d37633762951904a6 \
+    --hash=sha256:e68d8dd1e7eba712948f2053a29ec86917bc70ba1358df869d9f06649ef9cf09 \
+    --hash=sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9 \
+    --hash=sha256:e8c11c405efc5ff6816d5983c96cdfa215bab3428961243af3ff59b228490438 \
+    --hash=sha256:efd736408cc97c79b9e6917338dfc8f06013b2274f992e96b1d9a81a71e2a2c2 \
+    --hash=sha256:f089d7b00756190aacf1f5d34bdf38c3c430ac82b4f868f8cede73380460fce7 \
+    --hash=sha256:f2479a47f8d5932d1718168a681ad6e536a9df484c83cfcf9de365e164537ace \
+    --hash=sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3 \
+    --hash=sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2 \
+    --hash=sha256:f7feb014281029e628ba2d5a007407443b06e418b6fe451d1e2adcbc8eba0107
     # via
     #   pandas
     #   pyarrow
@@ -805,9 +830,9 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -884,9 +909,9 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via libcst
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via
     #   duckdb
     #   patchelf
@@ -901,22 +926,21 @@ setuptools-git-versioning==3.1.0 \
     --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \
     --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172
     # via toolz
-setuptools-rust==1.12.1 \
-    --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \
-    --hash=sha256:b7ebd6a182e7aefa97a072e880530c9b0ec8fcca8617e0bb8ff299c1a064f693
+setuptools-rust==1.13.0 \
+    --hash=sha256:666439c4d90e968bb625bcf87ec0aa02b4f49e599d2f5dc255c633a04e8eca99 \
+    --hash=sha256:f2afcf4baeee689910ce49cfa8aad4e08cce72f417449bcc32891b8664fdc726
     # via
     #   libcst
     #   maturin
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via
     #   anyio
     #   cachetools
     #   dask
     #   duckdb
     #   hatch-vcs
-    #   httpx-sse
     #   libcst
     #   pluggy
     #   pyarrow
@@ -981,9 +1005,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via uv-dynamic-versioning
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
@@ -993,23 +1017,27 @@ types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via mypy
-types-setuptools==82.0.0.20260518 \
-    --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \
-    --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07
+types-setuptools==83.0.0.20260724 \
+    --hash=sha256:eed1a91e1ed9d8ec9f3e71908e5bb17272e41e0852d37d1485ecd9cd33165e1a \
+    --hash=sha256:fe2801176b667f1e8209f8571b0839ca6c34318d743825aeacf3f29970c8d46f
     # via mypy
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   mypy
     #   setuptools-scm
 uv-dynamic-versioning==0.14.0 \
     --hash=sha256:574fbc07e87ace45c01d55967ad3b864871257b98ff5b8ac87c261227ac8db5b \
     --hash=sha256:e087c346a786e98d41292ac2315180fb700cedfb30565fc973d64ce11a112387
-    # via mcp
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+    # via
+    #   httpcore2
+    #   httpx2
+    #   mcp
+    #   mcp-types
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 versioneer==0.29 \
     --hash=sha256:0f1a137bb5d6811e96a79bb0486798aeae9b9c6efc24b389659cebb0ee396cb9 \
@@ -1026,7 +1054,6 @@ wheel==0.47.0 \
     #   grpcio-health-checking
     #   grpcio-reflection
     #   grpcio-status
-    #   httpx-sse
     #   libcst
     #   meson
     #   mmh3
@@ -1073,7 +1100,6 @@ setuptools==80.10.2 \
     #   grpcio-status
     #   gunicorn
     #   httptools
-    #   httpx-sse
     #   libcst
     #   librt
     #   markupsafe
@@ -1120,16 +1146,16 @@ setuptools==80.10.2 \
     #   versioneer
     #   websockets
     #   wrapt
+    #   yarl
 setuptools==80.3.1 \
     --hash=sha256:31e2c58dbb67c99c289f51c16d899afedae292b978f8051efaf6262d8212f927 \
     --hash=sha256:ea8e00d7992054c4c592aeb892f6ad51fe1b4d90cc6947cc45c45717c40ec537
     # via psycopg-c
-setuptools==82.0.1 \
-    --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \
-    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+setuptools==83.0.0 \
+    --hash=sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
     # via
     #   propcache
     #   python-dateutil
     #   types-pymysql
     #   types-setuptools
-    #   yarl
diff --git a/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
index 47f21287fd2..5b24a347d92 100644
--- a/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
+++ b/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
@@ -1,133 +1,133 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile -p 3.12 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --generate-hashes --output-file sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
-aiobotocore==3.7.0 \
-    --hash=sha256:680bde7c64679a821a9312641b759d9497f790ba8b2e88c6959e6273ee765b8e \
-    --hash=sha256:c64d871ed5491a6571948dd48eabd185b46c6c23b64e3afd0c059fc7593ada30
+#    uv pip compile -p 3.12 --no-strip-extras pyproject.toml --extra minimal-sdist-build --no-emit-package milvus-lite --no-emit-package pymilvus --no-emit-package faiss-cpu --generate-hashes --output-file sdk/python/requirements/py3.12-minimal-sdist-requirements.txt
+aiobotocore==3.8.0 \
+    --hash=sha256:80a1eb64ea915f3af3c1518669975bae74a17b2f37c14eb0fa2f83b915974670 \
+    --hash=sha256:8bc605132cadfe844a3f334635a0a64fa5e360a4a206e915d99d53db5b6deeba
     # via feast (pyproject.toml)
-aiohappyeyeballs==2.6.2 \
-    --hash=sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4 \
-    --hash=sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64
+aiohappyeyeballs==2.7.1 \
+    --hash=sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d \
+    --hash=sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472
     # via aiohttp
-aiohttp==3.14.1 \
-    --hash=sha256:03ab4530fdcb3a543a122ba4b65ac9919da9fe9f78a03d328a6e38ff962f7aa5 \
-    --hash=sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983 \
-    --hash=sha256:092e4ce3619a7c6dee52a6bdabda973d9b34b66781f840ce93c7e0cec30cf521 \
-    --hash=sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340 \
-    --hash=sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d \
-    --hash=sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a \
-    --hash=sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4 \
-    --hash=sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a \
-    --hash=sha256:1c1af67559445498b502030c35c59db59966f47041ca9de5b4e707f86bd10b5f \
-    --hash=sha256:1d459b98a932296c6f0e94f87511a0b1b90a8a02c30a50e60a297619cd5a58ee \
-    --hash=sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8 \
-    --hash=sha256:23119f8fd4f5d16902ed459b63b100bcd269628075162bddac56cc7b5273b3fb \
-    --hash=sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397 \
-    --hash=sha256:24ba13339fed9251d9b1a1bec8c7ab84c0d1675d79d33501e11f94f8b9a84e05 \
-    --hash=sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8 \
-    --hash=sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09 \
-    --hash=sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2 \
-    --hash=sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba \
-    --hash=sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf \
-    --hash=sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271 \
-    --hash=sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5 \
-    --hash=sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847 \
-    --hash=sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264 \
-    --hash=sha256:2fbc3ed048b3475b9f0cbcb9978e9d2d3511acd91ead203af26ed9f0056004cf \
-    --hash=sha256:2fe3607e71acc6ebb0ec8e492a247bf7a291226192dc0084236dfc12478916f6 \
-    --hash=sha256:30099eda75a53c32efb0920e9c33c195314d2cc1c680fbfd30894932ac5f27df \
-    --hash=sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035 \
-    --hash=sha256:313701e488100074ce99850404ee36e741abf6330179fec908a1944ecf570126 \
-    --hash=sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6 \
-    --hash=sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35 \
-    --hash=sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4 \
-    --hash=sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333 \
-    --hash=sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203 \
-    --hash=sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c \
-    --hash=sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1 \
-    --hash=sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251 \
-    --hash=sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365 \
-    --hash=sha256:486f7d16ed54c39c2cbd7ca71fd8ba2b8bb7860df65bd7b6ed640bab96a38a8b \
-    --hash=sha256:4cd96b5ba05d67ed0cf00b5b405c8cd99586d8e3481e8ee0a831057591af7621 \
-    --hash=sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94 \
-    --hash=sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da \
-    --hash=sha256:4f7215cb3933784f79ed20e5f050e15984f390424339b22375d5a53c933a0491 \
-    --hash=sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe \
-    --hash=sha256:52cdac9432d8b4a719f35094a818d95adcae0f0b4fe9b9b921909e0c87de9e7d \
-    --hash=sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080 \
-    --hash=sha256:57fc6745a4b7d0f5a9eb4f40a69718be6c0bc1b8368cc9fe89e90118719f4f42 \
-    --hash=sha256:5a837f49d901f9e368651b676912bff1104ed8c1a83b280bcd7b29adccef5c9c \
-    --hash=sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397 \
-    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9 \
-    --hash=sha256:5f2504bc0322437c9a1ff6d3333ca56c7477b727c995f036b976ae17b98372c8 \
-    --hash=sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345 \
-    --hash=sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3 \
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+    --hash=sha256:dd54d0e8717de95939766febac482ac0474d8ac3b048115f9f2b1d23a16e7db4 \
+    --hash=sha256:ddcac3c6b382e81f1dd0499199d4136b877beb4cb5ef770bbbfba56c4b8f55d2 \
+    --hash=sha256:df82f3787c940c94986b34222d59c9e38843fba85139f36e85255a82ad5355a9 \
+    --hash=sha256:dfa68deb2a443bdaa3ea5297b0699c1464f08aef3812b486d1348eee61b07dc0 \
+    --hash=sha256:dff9461ec275f22135650d5ba4b4931a11f3958df7dfbb8db630000d4dee0883 \
+    --hash=sha256:e1e74298bab6ee0d6e749ed4fd1901c7e604bdda32c03d787a2cc71c46d0433d \
+    --hash=sha256:e2667f0bbe7eb6c74eae5e9691441ad186e5845ca3cff63230fc09c4e7514f5d \
+    --hash=sha256:e3be98a7c30b8c25d573dafba7171d66dfb05ee6a9070fc46535464ff97700a6 \
+    --hash=sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3 \
+    --hash=sha256:e72ee89e28d907a18f46959b4eb0bb06701cc7f8cf4366e00029e2ccfaaf5924 \
+    --hash=sha256:e92eb8acc45eb6a9f4935071a77edf5b85cc6f8dfad5cd99e97653c26593cdde \
+    --hash=sha256:ea05e1f97ceea523942d9b2a7d7c0359d781d683d6b043f5943a602b14da4787 \
+    --hash=sha256:eac645b09bcfdf73df7536331f0678c1086ea250981118ddb5199e17ccef72bb \
+    --hash=sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b \
+    --hash=sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0 \
+    --hash=sha256:ed099d105449c4f9e84f24af203cd131349d4761d8813fa7e02c32e7128cd910 \
+    --hash=sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9 \
+    --hash=sha256:f3d2669fe7dec7fc359ecdb5984b29b50d85d5d00f8c1cb61de4f4a24ee42627 \
+    --hash=sha256:f4e05329faa0ea1a404b37de4f034fd2c2defcca06a68dc6745e4e56c88e8a48 \
+    --hash=sha256:f53bcd52f585e1ac3e590d61434eb61f9a88c38df041b4ea126d97144344a77b \
+    --hash=sha256:f55119f7bf25f49ed210f6096090715da24f2943c62102448915fde3c62877ce \
+    --hash=sha256:f631fe87a6f30df5fbe6d79640b25e4cffb38c31c7fb6f10871517b84b0f8c1a \
+    --hash=sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0 \
+    --hash=sha256:fa9467a8113aa69d3d7c55a70ef0b7c636010a40993f3df9d9d0d73b3eb7ef24 \
+    --hash=sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5
     # via
     #   aiobotocore
     #   kubernetes
@@ -143,21 +143,22 @@ alabaster==1.0.0 \
     --hash=sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
     # via sphinx
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via
     #   fastapi
     #   typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   httpx
+    #   httpx2
     #   mcp
     #   sse-starlette
     #   starlette
@@ -166,40 +167,41 @@ asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
     # via snowflake-connector-python
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 atpublic==7.0.0 \
     --hash=sha256:466ef10d0c8bbd14fd02a5fbd5a8b6af6a846373d91106d3a07c16d72d96b63e \
@@ -217,265 +219,245 @@ babel==2.18.0 \
     --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
     # via sphinx
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-boto3==1.43.0 \
-    --hash=sha256:80d44a943ef90aba7958ab31d30c155c198acc8a9581b5846b3878b2c8951086 \
-    --hash=sha256:8ebe03754a4b73a5cb6ec2f14cca03ac33bd4760d0adea53da4724845130258b
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
     # via
     #   feast (pyproject.toml)
     #   snowflake-connector-python
-botocore==1.43.0 \
-    --hash=sha256:cc5b15eaec3c6eac05d8012cb5ef17ebe891beb88a16ca13c374bfaece1241e6 \
-    --hash=sha256:e933b31a2d644253e1d029d7d39e99ba41b87e29300534f189744cc438cdf928
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
     # via
     #   aiobotocore
     #   boto3
     #   s3transfer
     #   snowflake-connector-python
-cachetools==7.1.4 \
-    --hash=sha256:323dc4127934744db5b54eb4924482d7edafbf9554e820d1531c2e08c0e4ef54 \
-    --hash=sha256:437f55a4e0c1b01a4f3077cc470e6991d47430970e36fbcb77e2be0df4fc1cd6
+cachetools==7.1.6 \
+    --hash=sha256:2c12e255780330af28b91bb7fb96cce4c766f04e38396b9a24510190a5827096 \
+    --hash=sha256:c7a79e7f30ba9943c1cefd08cc36f006aaae086e017af9166f1d59d6170c47e1
     # via pymilvus
 calver==2025.3.31 \
     --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \
     --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via
     #   httpcore
     #   httpx
     #   kubernetes
     #   requests
     #   snowflake-connector-python
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
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-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
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-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
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-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
+cffi==2.1.0 \
+    --hash=sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc \
+    --hash=sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd \
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+    --hash=sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c \
+    --hash=sha256:10537b1df4967ca26d21e5072d7d54188354483b91dc75058968d3f0cf13fbda \
+    --hash=sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd \
+    --hash=sha256:15faec4adfff450819f3aee0e2e02c812de6edb88203aa58807955db2003472a \
+    --hash=sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd \
+    --hash=sha256:1854b724d00f6654c742097d5387569021be12d3a0f770eae1df8f8acfcc6acd \
+    --hash=sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3 \
+    --hash=sha256:1b96bfe2c4bd825681b7d311ad6d9b7280a091f43e8f63da5729638083cd3bfb \
+    --hash=sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66 \
+    --hash=sha256:1ff3456eab0d889592d1936d6125bbfbc7ae4d3354a700f8bd80450a66445d4d \
+    --hash=sha256:2282cd5e38aa8accd03e99d1256af8411c84cdbee6a89d841b563fdbd1f3e50f \
+    --hash=sha256:276f20fffd7b396e12516ba8edf9509210ac248cbbc5acbc39cd512f9f59ebe6 \
+    --hash=sha256:2b71d409cccee78310ab5dec549aed052aaea483346e282c7b02362596e01bb0 \
+    --hash=sha256:2e9dabb9abcb7ad15938c7196ad5c1718a4e6d33cc79b4c0209bdb64c4a54a5c \
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+    --hash=sha256:6ca4919c6e4f89aa99c42510b42cf54596892c00b3f9077f6bdd1505e24b9c8d \
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+    --hash=sha256:8f9ec95b8a043d3dfbc74d9abc6f7baf524dd27a8dc160b0a32ff9cdab650c28 \
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+    --hash=sha256:95f2954c2c9473d892eca6e0409f3568b37ab62a8eedb122461f73cc273476e3 \
+    --hash=sha256:961be50688f7fba2fa65f63712d3b9b341a22311f5253460ce933f52f0de1c8c \
+    --hash=sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe \
+    --hash=sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a \
+    --hash=sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f \
+    --hash=sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c \
+    --hash=sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2 \
+    --hash=sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f \
+    --hash=sha256:a95b05f9baf29b91171b3a8bd2020b028835243e7b0ff6bb23e2a3c228518b1b \
+    --hash=sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565 \
+    --hash=sha256:ac0f1a2d0cfa7eea3f2aaf006ab6e70e8feeb16b75d65b7e5939982ca2f11056 \
+    --hash=sha256:af5e2915d41fe6c961694d7bfdc8562942638200f3ce2765dfb8b745cf997629 \
+    --hash=sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7 \
+    --hash=sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0 \
+    --hash=sha256:ba00f661f8ba35d075c937174e27c2c421cec3942fd2e0ea3e66996757c0fdd9 \
+    --hash=sha256:bccbbb5ee76a61f9d99b5bf3846a51d7fca4b6a732fe46f89295610edaf41853 \
+    --hash=sha256:bf01d8c84cbea96b944c73b22182e6c7c432b3475632b8111dbfdc95ddad6e13 \
+    --hash=sha256:bf5c6cf48238b0eb4c086978c492ad1cbc22373fc5b2d7353b3a598ce6db887a \
+    --hash=sha256:c16914df9fb7f500e440e6875fa23ff5e0b31db01fa9c06af98d59a91f0dc2e4 \
+    --hash=sha256:c351efb95e832a853a29361675f33a7ce53de1a109cd73fd47af0712213aa4ce \
+    --hash=sha256:c4165821e131d6d4ca444347c2b694e2311bcfa3fe5a861cc72968f28867beac \
+    --hash=sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c \
+    --hash=sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46 \
+    --hash=sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384 \
+    --hash=sha256:cb96698e3c7413d906ce83f8ffd245ec1bd94707541f299d0ce4d6b0193e982b \
+    --hash=sha256:cbb7640ce37159548d2147b5b8c241f962143d4c71231431820783f4dc78f210 \
+    --hash=sha256:cdf2448aab5f661c9315308ec8b93f4e8a1a67a3c733f8631067a2b67d5913dc \
+    --hash=sha256:d2117334c3af3bdcb9a88522b844a2bdb5efdc4f71c6c822df55486ae1c3347a \
+    --hash=sha256:d53d10f7da99ae46f7373b9150393e9c5eab9b224909982b43832668de4779f5 \
+    --hash=sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7 \
+    --hash=sha256:db3eb7d46527159a878ec3460e9d40615bc25ba337d477db681aea6e4f05c5d2 \
+    --hash=sha256:dbf7c7a88e2bac086f06d14577332760bdeecc42bdec8ac4077f6260557d9326 \
+    --hash=sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f \
+    --hash=sha256:df92f2aba50eb4d96718b68ef76f2e57a57b54f2fa62333496d16c6d585a85ca \
+    --hash=sha256:eb4e8997a49aa2c08a3e43c9045d224448b8941d88e7ac163c7d383e560cbf98 \
+    --hash=sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9 \
+    --hash=sha256:f146d154428a2523f9cc7936c02353c2459b8f6cf07d3cd1ee1c0a611109c5d5 \
+    --hash=sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7 \
+    --hash=sha256:f9912624a0c0b834b7520d7769b3644453aabc0a7e1c839da7359f050750e9bc \
+    --hash=sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da \
+    --hash=sha256:ff067a8d8d880e7809e4ac88eb009bb848870115317b306666502ccad30b147f
     # via
     #   feast (pyproject.toml)
     #   cryptography
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via
     #   requests
     #   snowflake-connector-python
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -606,13 +588,13 @@ cython==3.0.12 \
     --hash=sha256:feb86122a823937cc06e4c029d80ff69f082ebb0b959ab52a5af6cdd271c5dc3 \
     --hash=sha256:ff5c0b6a65b08117d0534941d404833d516dac422eee88c6b4fd55feb409a5ed
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
-db-dtypes==1.7.0 \
-    --hash=sha256:30951c7cda9e5455e43636eebe041c9a637ff28bc49a95d82cb68759d7625467 \
-    --hash=sha256:c80a1d9bc7dda3cc63638a3f2cf4ec27af50b809ec2d92b8a94cb9d8438cdc76
+db-dtypes==1.7.1 \
+    --hash=sha256:450b94cd010cfa6d4d13cca2593009eba4fbe15516084c332cde1a47bbce0625 \
+    --hash=sha256:75adf3bdf3174a6474ea4162d9a345ea0b3102ec4fd603e69ec26b6e8a99145a
     # via
     #   google-cloud-bigquery
     #   pandas-gbq
@@ -624,63 +606,50 @@ docutils==0.22.4 \
     --hash=sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968 \
     --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
     # via sphinx
-duckdb==1.5.4 \
-    --hash=sha256:02dd9f9a6124069213f13e3a474c208028c472fe1acdae12b38761f954fe4fc6 \
-    --hash=sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725 \
-    --hash=sha256:0cf932055061e544d3fa27cc6c147da25f3f681ee5980157fb55e77d6c2d9c63 \
-    --hash=sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6 \
-    --hash=sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a \
-    --hash=sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844 \
-    --hash=sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d \
-    --hash=sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037 \
-    --hash=sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65 \
-    --hash=sha256:3565550adbf160ef7a2ee3395470570182f11233983ad818bd7d5f9e349f92b2 \
-    --hash=sha256:360f2542d09759c3739400f8b787e29b43ba0da665c21756216291458bf6fc59 \
-    --hash=sha256:3ddd9533ce80f9b851bdd6276960a9286166514a9ceca43d5bc2f0d5842c490d \
-    --hash=sha256:3fb41d9cfccb7e44511eeeed263ae98143ca63bdb1ef84631ba637c314efa1b5 \
-    --hash=sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421 \
-    --hash=sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05 \
-    --hash=sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532 \
-    --hash=sha256:4c430e788d99b50854209bf2833ba36a45df75e57f86efb477046cd408bbd077 \
-    --hash=sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d \
-    --hash=sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5 \
-    --hash=sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552 \
-    --hash=sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c \
-    --hash=sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc \
-    --hash=sha256:8ba7b666bc9c78d6a930ee9f469024149f0c6a23fb7d2c3418aad6774339bec0 \
-    --hash=sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870 \
-    --hash=sha256:9d9e6817fcbc09d2605a2c8c041ac7824d738d917c35a4d427e977647e1d7944 \
-    --hash=sha256:a9a10dc40469b9c0e458625d2a8359461a982c6151bb53ff259fea00c4695ad4 \
-    --hash=sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5 \
-    --hash=sha256:c2d58d39f5e65419cdc27e3875cba4a729a3bbf6bf4016aefb4a2a65335a1d42 \
-    --hash=sha256:ccc7f2694d02b4763fee61021d45e12f7bc5743993686563957df0cef799fbae \
-    --hash=sha256:e2dc8340cfb6006025a798c50f40126d6e945a1d2487be94667bb4166556ce7b \
-    --hash=sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc \
-    --hash=sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033 \
-    --hash=sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c \
-    --hash=sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f \
-    --hash=sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60
+duckdb==1.5.5 \
+    --hash=sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053 \
+    --hash=sha256:0c42757cb34722144bd4dfb94b6f336339e7b2468f6813fa7fa9a319ba07bab4 \
+    --hash=sha256:179633a3fc6296c75d57c69c1e239fa9e5cdcb670fd1dbff88a02663f932905c \
+    --hash=sha256:1a925d06c2a4c3b64553d6cc1aced5028d376d4479bed689a7d47e9b1dccd80a \
+    --hash=sha256:1b543841b0ae18a9c982345cfa3987e9c065d3a4b0f067daa473d92d1e65f528 \
+    --hash=sha256:1bdc38922c365c37720149f90d90b1e9823eb82dad6830855b5f87537fa6fc0c \
+    --hash=sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282 \
+    --hash=sha256:2e72f9e1a4f90a5c8483ad4d540e495bf0834ba61c360b52499a573d7ed62a3f \
+    --hash=sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7 \
+    --hash=sha256:3b805507f88171b428b21c966c30e9a3d54e30b24528918a44ed0032542bc26f \
+    --hash=sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c \
+    --hash=sha256:4acc72798ba1885a9c17d1242903d2cd502f13b1271c7677f7cab25d8578eceb \
+    --hash=sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433 \
+    --hash=sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8 \
+    --hash=sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28 \
+    --hash=sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238 \
+    --hash=sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece \
+    --hash=sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1 \
+    --hash=sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151 \
+    --hash=sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2 \
+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353 \
+    --hash=sha256:9f4287f97ccf0c1f3d471e7115be2b067cbf99627e2d34bffd462dd64703cddc \
+    --hash=sha256:a17e6a922e42a5c06ed2353fe78c5dff2610f6632d603836f9606ad0bf754079 \
+    --hash=sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a \
+    --hash=sha256:b08e19cc856220d8a26fa62abc2264b349aff67255e9373c6a3f607addd56dc6 \
+    --hash=sha256:b9b6f86ed85d4ef5e0211eaebf75d057bd8bb520bba438a95dd0f4e42234bbfe \
+    --hash=sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de \
+    --hash=sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0 \
+    --hash=sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e \
+    --hash=sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f \
+    --hash=sha256:e238060db5ca59879882a6e9b015e2c65d5c64ddf281ba1d7a9a2033764152cf \
+    --hash=sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae \
+    --hash=sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6 \
+    --hash=sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe \
+    --hash=sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366
     # via ibis-framework
 durationpy==0.10 \
     --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \
     --hash=sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286
     # via kubernetes
-faiss-cpu==1.14.3 \
-    --hash=sha256:0a5eb27184123c7ac1060c6b862978eabf0e30c1369ccf8bdb1497d35c06ad3d \
-    --hash=sha256:1d734cfa9ac90b6a5dfed3a27cb706d05f22824703dafc3969b4e2071877a31c \
-    --hash=sha256:20414d5c98fb6ab9eedfb3df79841865911c2d67b6efe829dc46adfeab6f51b1 \
-    --hash=sha256:54b0ea832be5bce75ef9abf1297fe4613d760bf7cfe7a963da040cb0314e8f58 \
-    --hash=sha256:8780b526c06e57aad90a8c4655dfba2ff1b3195bd600ff4499752fc45159c9fc \
-    --hash=sha256:a9369863290a3f0e033757e4c10577b6ef7431f1cede394dabd0a137e4e2ed45 \
-    --hash=sha256:b28ba083e8c02f2c9be03783402537fd3f00d27e68799c44bf88931500ee12ec \
-    --hash=sha256:cdcb90850cb4b7c27d270839b37bcc0dc8d1fb6a62d1e13053e51ac95061ca25 \
-    --hash=sha256:ea2340f675db59af8db6da4535b541ce6948d68a008989c656c292c7b0c77127 \
-    --hash=sha256:f278003d00c30c90cf118b98428bb96f73eba4b9dadac6993c788966d2e983bd \
-    --hash=sha256:f9d0e84d909194f63f027bbd3c1e35e905e48c9345c2db6e6f24da09a6bc5906
-    # via milvus-lite
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
@@ -688,9 +657,9 @@ fastapi-mcp==0.4.0 \
     --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \
     --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d
     # via feast (pyproject.toml)
-filelock==3.29.4 \
-    --hash=sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a \
-    --hash=sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767
+filelock==3.32.0 \
+    --hash=sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402 \
+    --hash=sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3
     # via snowflake-connector-python
 flit-core==3.12.0 \
     --hash=sha256:18f63100d6f94385c6ed57a72073443e1a71a4acb4339491615d0f16d6ff01b2 \
@@ -830,15 +799,15 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via
     #   feast (pyproject.toml)
     #   dask
-google-api-core[grpc]==2.31.0 \
-    --hash=sha256:2be84ee0f584c48e6bde1b36766e23348b361fb7e55e56135fc76ce1c397f9c2 \
-    --hash=sha256:ef79fb3784c71cbac89cbd03301ba0c8fb8ad2aa95d7f9204dd9628f7adf59ab
+google-api-core[grpc]==2.33.0 \
+    --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
+    --hash=sha256:a2e22a0c1d0f03eafff1858b38cf46f832d5902b0c052235bf0ab8402929fbdc
     # via
     #   feast (pyproject.toml)
     #   google-cloud-bigquery
@@ -848,9 +817,9 @@ google-api-core[grpc]==2.31.0 \
     #   google-cloud-datastore
     #   google-cloud-storage
     #   pandas-gbq
-google-auth[pyopenssl]==2.55.0 \
-    --hash=sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a \
-    --hash=sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb
+google-auth[pyopenssl]==2.56.2 \
+    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
+    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
     # via
     #   google-api-core
     #   google-auth-oauthlib
@@ -868,9 +837,9 @@ google-auth-oauthlib==1.4.0 \
     # via
     #   pandas-gbq
     #   pydata-google-auth
-google-cloud-bigquery[pandas]==3.42.1 \
-    --hash=sha256:159143c1b7248858f35549c09efea5d031c2883145623419ea7c505a50c0899a \
-    --hash=sha256:3c6878f424fc2b21f0bb414ca7262abd008465575a7b7c44c552105278a18914
+google-cloud-bigquery[pandas]==3.42.2 \
+    --hash=sha256:08d4b264e5ee4790f719724c76b538f204b7190999328a2f1a6a95eaab74ca39 \
+    --hash=sha256:41658c19e8ed5b83307011b4e55aca3b1f72052545a22788f1d637984615173f
     # via
     #   feast (pyproject.toml)
     #   pandas-gbq
@@ -878,9 +847,9 @@ google-cloud-bigquery-storage==2.39.0 \
     --hash=sha256:8c192b6263804f7bdd6f57a17e763ba7f03fa4e53d7ecafca0187e0fd6467d48 \
     --hash=sha256:d5afd90ad06cf24d9167316cca70ab5b344e880fc13031d7392aa78ee76b8bb6
     # via feast (pyproject.toml)
-google-cloud-bigtable==2.39.0 \
-    --hash=sha256:4af2dd1babb799ee2509f9c7eb02904fdd841abc360a09f4ec3bc414dba7d2cc \
-    --hash=sha256:7f6ce53cc18beba84bdfc6eff4c3367bdaed16d46c5821e3189eb27cddeb6be6
+google-cloud-bigtable==2.41.0 \
+    --hash=sha256:36da0fc730952bfe48ae91dee11015459c9046fa1499d0efb73a61bbb6edbe9b \
+    --hash=sha256:d0c424bae6238eb16ffc0922be79da00d20d23e0750ea46742ffd4542c50fd26
     # via feast (pyproject.toml)
 google-cloud-core==2.6.0 \
     --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
@@ -890,9 +859,9 @@ google-cloud-core==2.6.0 \
     #   google-cloud-bigtable
     #   google-cloud-datastore
     #   google-cloud-storage
-google-cloud-datastore==2.25.0 \
-    --hash=sha256:dd646a3d8f99c2750bb5f6e0f18ece7bed95fd76e02dacaddbfa35a2b22328ff \
-    --hash=sha256:e47e25933bcfad7118335015b0de2f2b2b5444e81f6f029a62040f568f4f52eb
+google-cloud-datastore==2.26.0 \
+    --hash=sha256:1ac4882f033fcb90bd75d1171b46400ecd5def23768598843d9c041e0c0b4a6a \
+    --hash=sha256:1bde5694308468da5c932153a6b0331d5b54e1c21de366b6a75ddb0000fd5f4b
     # via feast (pyproject.toml)
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -950,143 +919,143 @@ googleapis-common-protos[grpc]==1.75.0 \
     #   google-api-core
     #   grpc-google-iam-v1
     #   grpcio-status
-greenlet==3.5.2 \
-    --hash=sha256:01e32e9d2b1714a2b06184cb3071ff2a2fd9bc7d065e39198ab21f7253dad421 \
-    --hash=sha256:0488ca77c94da5e09d1d9958f98b58cebba1b8fd9664c24898499133de927574 \
-    --hash=sha256:049827baab63dda8ab8ec5a6d07fc6eb0f418319cfc757fc8737a605e99ca1ad \
-    --hash=sha256:0629377725977252159de1ebd3c6e49c170a63856e585446797bb3d66d4d9c34 \
-    --hash=sha256:09201fa698768db245920b00fdc86ee3e73540f01ca6db162be9632642e1a473 \
-    --hash=sha256:0977af2df83136f81c1f76e76d4e2fe7d0dc56ea9c101a86af26a95190b9ca32 \
-    --hash=sha256:120b77c2a18ebf629c3a7886f68c6d01e065654844ad468f15bb93ace66f2094 \
-    --hash=sha256:1587ff8b58fdf806993ed1490a06ac19c22d47b219c68b30954380029045d8d4 \
-    --hash=sha256:1724499fc08388208408681c53c5062e9803c334e5a0bdaeb616228ba882aac8 \
-    --hash=sha256:1adc23c50f22b0f5979521909a8360ab4a3d3bef8b641ce633a04cf1b1c967ea \
-    --hash=sha256:1c31219badba285858ba8ed117f403dea7fafee6bade9a1991875aae530c3ceb \
-    --hash=sha256:1d554cd96841a68d464d75a3736f8e87408a7b02b1930a75fa32feb408ad62f8 \
-    --hash=sha256:1f052fff492c52fdfa99bd3b3c1389a53de37dae76a0562741417f0d018f02b3 \
-    --hash=sha256:24c59cb7db9d5c694cb8fd0c76eef8e456b2123afdfa7e4b8f2a67a0860d7682 \
-    --hash=sha256:26aed8d9503ca78889141a9739d71b383efea5f472a7c522b5410f7eb2a1b163 \
-    --hash=sha256:2c3b3311af72b3d3b03cc0f1ffd11f072e834be5d0444105cf715fc44434e39c \
-    --hash=sha256:2c6d6bfa4fdd7c39a0dbf112cdf28edbd19c517c810eefb6e4e71b0d55933a4c \
-    --hash=sha256:2debcd0ef9455b7d4879589903efc8e497d4b8fb8c0ae772309e44d1ca5e957f \
-    --hash=sha256:2ee6288f1933d698b4f098127ed17bda2910a75d2807915bd16294a972055d6c \
-    --hash=sha256:30252d191d6959df1d040b559a38fc017139606c5ecc2ad00416557c0355d742 \
-    --hash=sha256:36cfea2aa075d544617176b2e84450480f0797070ad8799a8c41ada2fe449d32 \
-    --hash=sha256:3be00501fb4a8c37f6b4b3c4773808ceb26ea65c7ea64fd5735d0f330b3786de \
-    --hash=sha256:3c2315045f9983e2e50d7e89d95405c21bddb8745f2da4487bc080ab3525f904 \
-    --hash=sha256:3c417cd6c593bbbef6f7aa31a79f37d3db7d18832fc56b694a2150130bde784e \
-    --hash=sha256:3dff6cd3aac35f6cd3fc23460105acf576f5faf6c378de0bc088bf37c913864a \
-    --hash=sha256:423167363c510a75b649f5cd58d873c29498ea03598b9e4b1c3b73e0f899f3d5 \
-    --hash=sha256:4e554809538bd4867f24421b43abde170f9c9b8192149b30df5e164bcac6124f \
-    --hash=sha256:537c5c4f30395020bb9f48f53146070e3b997c3c75da14011ab732aaa19ce3ef \
-    --hash=sha256:561dd919c02236a613fbf226791cbd77ee5002cbd5cb7e838869aa3ac7a71e16 \
-    --hash=sha256:5795e883e915333c0d5648faaa691857fbc7180136883edc377f50f0d509c2a8 \
-    --hash=sha256:5930d3946ecae99fa7fc0e3f3ae515426ad85058ebd9bfc6c00cca8016e6206b \
-    --hash=sha256:5eba55076d79e8a5176e6925295cfb901ebc95dae493342ede22230f75d8bee2 \
-    --hash=sha256:6d78b5c1c178dad90447f1b8452262709d3eef4c98f825569e74c9d0b2260ac9 \
-    --hash=sha256:6d9e19257794e28821c9ebd5e23f86d7c267cd9d390089374f068d2049f949e3 \
-    --hash=sha256:6e9e49d732ee92a189bb7035e293029244aeba648297a9b856dc733d17ca7f0d \
-    --hash=sha256:6f1e473c06ae8be00c9034c2bb10fa277b08a93287e3111c395b839f01d27e1f \
-    --hash=sha256:6f96ed6f4adc1066954ae95f45717657cb67468ef3b89e9a3632e14a625a8f39 \
-    --hash=sha256:711028c953cd6ce5dc01bbb5a1747e3ad6bd8b2f7ded73778bb936e8dab9e3b6 \
-    --hash=sha256:76dae33e97b52743a19210931ee3e78a88fe1438bc2fc4ee5e7512d289bfad4f \
-    --hash=sha256:7a7bfc200be40d04961d7e80e8337d726c0c1a50777e588123c3ed8ba731dcb9 \
-    --hash=sha256:7bb811753703739ad318112f16eccfaabdac050037b6d092debaa8b23566b4ce \
-    --hash=sha256:7fe6062b1f35534e1e8fb28dfed406cf4eeff3e0bca3a0d9f8ff69f20a4abb00 \
-    --hash=sha256:87359c23eb4e8f1b16da68faad29bf5aeb80e3628d7d8e4aa2e41c36879ddedd \
-    --hash=sha256:89da99ee8345b458ea2f16831dad31c88ddcdec454b48704d569a0b8fb28f146 \
-    --hash=sha256:9558cae989faeab6fbb425cd98a0cfa4190a47fba6443973fbee0a1eb0b0b6c3 \
-    --hash=sha256:98a52d6a50d4deaba304331d83ee3e10ebbdc1517fcca40b2715d1de4534065c \
-    --hash=sha256:9dc23f0e5ad76415457212a4b947d22ebe4dc80baf02adf7dd5647a90f38bb4e \
-    --hash=sha256:9df9daae96848508450011d0d86ed7c95f8829a354ce438284a77b24896fd1f8 \
-    --hash=sha256:9e194b996aa1b89d933cfe136e5eb39b22a8b72ba59d376ef39a55bca4dbf47f \
-    --hash=sha256:a0314aa832c94633355dc6f3ee54f195159533355a323f26926fc63b98b2ccbb \
-    --hash=sha256:a1759fa4f14c398508cf20dc8037de55cc23ae8bd14c185c2718257837195ca5 \
-    --hash=sha256:a1789a6244ea1ba61fd4386c9a6a31873e9b0234762103364be98ef87dcb19f3 \
-    --hash=sha256:a207023f1cf8695fd82580b8099c09c5809be18bc2282362cdfb965dd884a317 \
-    --hash=sha256:a2ddf9eddc617681108dd071b3feabf3f4a4cd64846254aec4d4ceda098b639a \
-    --hash=sha256:a3f76a94e2d6e1fee8f302265679d8cc47d71a203936dd03c6e2ace0f9cfd46d \
-    --hash=sha256:a850f6224088ef7dcc70f1a545cb6b3d119c35d6dca63b925b9f35da0635cdad \
-    --hash=sha256:a9476cbead736dc48ce89e3cd97acff95ecc48cbf21273603a438f9870c4a014 \
-    --hash=sha256:a96457a30384de52d9c5d2fd33abf6c1daae3db392cd556738f408b1a79a1cf0 \
-    --hash=sha256:b4ac902af825cbac8e9b2fccab8122236fd2ba6c8b71a080116d2c2ec72671b1 \
-    --hash=sha256:b4cad42662c796334c2d24607c411e3ed82481c1fb4e1e8ec3a5a8416060092e \
-    --hash=sha256:b9318cdeb9abdbfdd8bc8464ee4a06dffde2c7846e1def138365a6240ab2c9a5 \
-    --hash=sha256:bc18b8d33e6976804b9b792fe11cb3b1fee8b646e8a9e20bf521a429ddf73520 \
-    --hash=sha256:bf493b3c1c0a2324c49b0472e2280ba4665f3510d8115f6f807759a6163b15f7 \
-    --hash=sha256:c0ea4eb3de23f0bac1d75205e10ccfa9b418b17b01a2d7bf19e3b69dda08900a \
-    --hash=sha256:c1b906220d83c140361cdd12eef970fb5881a168b98ee58a43786426173da14c \
-    --hash=sha256:c1c1e5ad80f1f38ea479b83b39dccb20874cfe9ad5e52f87225fa294ba4d39a1 \
-    --hash=sha256:c674a1dd4fe41f6a93febe7ab366ceabf15080ea31a9307811c56dac5f435f73 \
-    --hash=sha256:ca92411942154023c65851e6077d8ca0d00f19de5fa80bb2c6f196ff6c920ba9 \
-    --hash=sha256:d7792398872f89466c6671d5d193537eff163ecf7fac78d82e6ddc25017fb4f5 \
-    --hash=sha256:db548d5ab6c2a8ead82c013f875090d79b5d7d2b67fc513934ce6cf66492ad7f \
-    --hash=sha256:dbebc038fcdda8f8f21cce985fd04e34e0f42007e7fc7ab7ad285caf77974b95 \
-    --hash=sha256:e063263ce9047878480d7e536012fc8b7c8e1922989eb5f03b9ab998a2ee7b7e \
-    --hash=sha256:e4af5d4961818ab651d09c1448a03b1ba2a1726a076266ebb62330bab9f3238c \
-    --hash=sha256:e976f9f6941f57d87a194c91868622c8b22a142a741d2fde31655c319133ade6 \
-    --hash=sha256:f41feb9f2b59e2e61ac9bea4e344ddd9396bf3cacb2583f73a3595ed7df6f8e7 \
-    --hash=sha256:f4d67c1684db3f9782c37ee4bade3f86f5a23a8fcf3f8359224106018ca40728 \
-    --hash=sha256:f9bbd6216c45a563c2a61e478e038b439d9f248bde44f775ea37d339da643af4 \
-    --hash=sha256:f9ed777c6891d8253e54468576f55e27f8fc1a662a664f946a191003574c0a74 \
-    --hash=sha256:feb721811d2754bfd16b48de151dd6b1f222c048e625151f2ca44cfdfd69f59c
+greenlet==3.5.4 \
+    --hash=sha256:0232ae1de90a8e07867bb127d7a6ba2301e859145489f25cda8a6096dabe1d20 \
+    --hash=sha256:07bd44616608d873d06735b63ef1a88191d6ca57c8d291d6559c71bc14c0893c \
+    --hash=sha256:08fc36de8442d5c3e95b044550dbea9bf144d31ec0cc58e36fb241cb6ef6a994 \
+    --hash=sha256:0fa53040b78b578120eecdc0265e3f1051487cc425d11a2b7c761daadf4feaa8 \
+    --hash=sha256:123aa379c962ed5fe90a880327e0c3066124ac64ec99e12a238be9fd8eb3db3d \
+    --hash=sha256:12cda9122e03341f1cb6b8207a19d7a9d375e52f1b4e9243918375f40fd7b4b9 \
+    --hash=sha256:13b980043cb1b3134e81ea469da1250ddcc6bfe6d245bbaa59168d9cdc8f228f \
+    --hash=sha256:178111881dd7a6c946471fda85485ec796e1043c2b939f694b096e2ecf986809 \
+    --hash=sha256:1833637f17d5e7472548a48575c394fe39f1b1890d676d162d86593610f44d8c \
+    --hash=sha256:188e4d142f243051d92a1f5c244a741da02dddc070a0620c842804d7b56d008c \
+    --hash=sha256:1e1a4a684b16c45ba324e60b32a4386a87722bcb815d2a149d2182f9b401ca72 \
+    --hash=sha256:1f17e362d78e37559e0506c5a7d066bdd45073c36a0127a543e8a0df27242ff3 \
+    --hash=sha256:24e61b88cb7e1b1d794b32a10cc346ac779681d6d74ff137a3e0a444d2bf1f02 \
+    --hash=sha256:27d3f00718634d4520a3a150154ac5da36f257869d41321953375b90bfbbc72c \
+    --hash=sha256:2a924f15d17957e252a810acefcb5942f5ca712298e8b6fcaed9a307d357522c \
+    --hash=sha256:2cdaadc3d31445a8f782bde3cd37e49a2c2a9c6da6daf76a3e34c683b271a3c7 \
+    --hash=sha256:2ffbc533e0eaf8e80d8471411646ab88fe58f641d508c0b02b24494479f4d9ec \
+    --hash=sha256:305f69e6c4523d7f6979ed001cff4e5853c063e5da04880296603aa0227e544c \
+    --hash=sha256:32802705c2c1ff25e8237b3bdacf2594fa02be80af8a66703eb7853ea7e68686 \
+    --hash=sha256:3529a8a933582ad19e224792cac7372489526576b75b4c124e8e4f29948f4861 \
+    --hash=sha256:39169a11d87a6a263afda3e9a27d1df16d0f919d40a4837cc73986c9884c0dd8 \
+    --hash=sha256:394de08dad5ffcb1f50c2159d93e398d9d2da3ed437645eaa54771fa720db9f0 \
+    --hash=sha256:3d66250e8b09f182ede05490998c818b5961f7a3640332d44c4927caec7bbfe4 \
+    --hash=sha256:3ef964f56dfcb6f9bbef2a190d9126795eac408716aeae47b5e7c73c32aafca9 \
+    --hash=sha256:41ddab54e4b238f4a6c323f39b4e59e176affd5a94d461a9fb7583dac74240a3 \
+    --hash=sha256:42afdc1ab5f66da8c586c32af9224a74a706b4f0ea0dc3a4188a0860a09c65c9 \
+    --hash=sha256:4ab9f0704bccf6d3b38e0d2130b7b33271cff11453690da074fa280c3aa8e8e7 \
+    --hash=sha256:57aa201b351f7c7c75627c60d29e4d5b97a07d37efeb62b903466fca42c097d7 \
+    --hash=sha256:58023945f421093de5e6fa108c0985a8659d43f49e0216da25099369a121bcbd \
+    --hash=sha256:60149df8f462d1b230038e6590c23c3b4768bb5d6c022b3b6e82532b34b0b8a3 \
+    --hash=sha256:60e0bc961d367df506660e9ac0177a76bc6d81305300704b0977d1634f76efe2 \
+    --hash=sha256:69173331fbc5d64bfac0065d7e22c39cfcd089e9b18d125bdcd5079363b09616 \
+    --hash=sha256:70bdfacdc183dac838b2a0aaff2dd6134a457c52fe68a9c6bbab435483d2b9df \
+    --hash=sha256:73b37afe369021423ea53dd3123e04bffa7e93ac64429b9f50835b2e4fcae7cf \
+    --hash=sha256:77d6ce04fed0d9aeed42e0f37923cc43eba9b027bdd9c34546bb4ccd143d0fe0 \
+    --hash=sha256:791fdfeeb9c6e0c7b10fa151bf110d2a6974866f13dcb5b1c7efae698245893a \
+    --hash=sha256:7c1303791d603080cac6fc3b34df51c3b75b723739c282c8029e48a0d241672f \
+    --hash=sha256:7e8afa5eac028f8140ceafe5ceec66e6aa127ddcb21452d2a564dcd2900b5f22 \
+    --hash=sha256:870d730fec833f5a06906a32596cc099b9161594642a92a520b7a88911c95356 \
+    --hash=sha256:89f3738167bab8c1084b94e23023d41d247117ac149fa0fbcb5bd4cf6262b353 \
+    --hash=sha256:91c26423753b92caf41ab3f98fd547d7374d4d9fc2d85be041886c1579d9255e \
+    --hash=sha256:9667862a2e38ad379f11b845daeda22c8989186def44f06962c9c4c05e556da7 \
+    --hash=sha256:99e8f8c4ebc4fd80aa26c1280ae9ad43a0976e786349703a181cf0bae60413e5 \
+    --hash=sha256:9c53ff01a5c53a40f2c16820ebc56d7c61a77f5fbe009dadd96292d5682f80f8 \
+    --hash=sha256:9f1467de1bb767f75db0aa34c195e3a496d8d1278c796e70c24ce205d3e99cde \
+    --hash=sha256:a2d614cb2372c7101a12ea8b96dd56f81c986d247c5a73db67063f3ed1ca4a52 \
+    --hash=sha256:ac5bf81d79d2c8eeb2ef6359b2e1687a1e9ebf46c2b1f970da9a9255df51d190 \
+    --hash=sha256:adf2244d7f69409925a8f22ed22cc5f93cdfe5c9dc87ff3476be2c2aaae61a05 \
+    --hash=sha256:ae53534b5dec0f4c2ec26f898f538dc8ea1ca3ef2927d597a9439e40a09da937 \
+    --hash=sha256:b3dabe3e2809013052c68bdf0b7fa5f5f2859c43a80803131ad61af9cabd7867 \
+    --hash=sha256:b7a5f095767c4493afcd06067f2bb3b8716e3f3f9e92b99c88e7e99f885b3d4d \
+    --hash=sha256:b7c895310363f310361e0fe2072af85269d2a2a285cd04c0c59e79a5e3670dcf \
+    --hash=sha256:bae2728e1897aa8df8cb1af38cd48b3a743aefe29372de7b8b7a9f532501e69f \
+    --hash=sha256:bd3d1145f603b2db19feb9078c2e6855eb7c67e15580c010ed815cee519b86fd \
+    --hash=sha256:c38c902a0986eba1f6e7ba1ab39ad5195926abde90f3fe080e08212db62176da \
+    --hash=sha256:c3fe76c2cac86b4f7a1e92865ac0a54384deb05c92986287c1a7110d9bd53071 \
+    --hash=sha256:c883d61f2282d72c767a14936641b3efcbde9d82f1080712aaea0b1d3126cb88 \
+    --hash=sha256:c90e930c9c192e5b3ee9fb8bcd920ea3926155e2e3ded39fc697323addecee17 \
+    --hash=sha256:ca5726c0b08ca35ae873557266a78b2c3f3b2b7d7401aa5ff886c2045dd0111c \
+    --hash=sha256:cbd60b5763c6543c1827e48faaf14ea9bfbad245f52b1a4d76a2a2d8884c6c66 \
+    --hash=sha256:cd320d998cbaa032932830448e39abf3c6a12901295e386e8114db926e10cffb \
+    --hash=sha256:cef589bc65fae02d10bca2ac341191c5b33acc2967892ebf4fcbd10eabb7a74c \
+    --hash=sha256:d83ae0e32d14957ab7170785a20f582635c8474deab1bfbb552b17e769a6ce25 \
+    --hash=sha256:d84d993f6e575c950d91a23c1345d18fe1a4310d447bf630849d7809196b52f0 \
+    --hash=sha256:d92df08dd65fede97fc37aad36c2e9dcda3b31c467f8e0c2c096456cb818e927 \
+    --hash=sha256:dc418cf4c873357964d6624445ed09472e50def990c65dd4e76fc3ba8cd9cef6 \
+    --hash=sha256:dfc41ae893d9ceaf22c824f2153a88b30651b20e8758c2cd9ac143f23640563c \
+    --hash=sha256:e849e6e139b9671adeac505f72fc05f4af7fd1921faef40295e214fc3b361b59 \
+    --hash=sha256:e883de250e299654b1f1680f72a1a9f9ba62c9bd1bce84099c90657349a8dfbb \
+    --hash=sha256:e9a5e3406e3ed8125ae1a3b37c12f3434e2b1f0fa053197c5557895b4fb09606 \
+    --hash=sha256:ec5ff0d1878df6af3bf9b638a5a92a7d5693291de77c91bff10fa48519c604ef \
+    --hash=sha256:ecca4d80d55a01ad6b23b33262662956149fbb7b2c6be2910f1705921958cbf3 \
+    --hash=sha256:ed17e5f3420360d5b459de8462efb52060399a5326a613d4cde31cef63ef95da \
+    --hash=sha256:ee032b91fd8ec29ec6c4cea2b8c561b178435134bd0752c7334b94e9c736c132 \
+    --hash=sha256:f00f910f0e7b35416c63b23ad78b769aeccfc1775f712b43c4ee525624a2eef7 \
+    --hash=sha256:f260930bbbbcf9caee661211235a5111c86dfe5832fdf6ae4570da1e0995320f \
+    --hash=sha256:f680e549edb3eaf21eea4e7fe101e15ec180c74b7879ab46adc080f22d4015d2 \
+    --hash=sha256:f88193799d43dbf8c8a806d6405c9c52fe2af40bf75072a606357b33cc336c7f \
+    --hash=sha256:f908898d6fa484ce4b6f447ce70ea99b52c503fee419e53cf74d60a16bc9e667
     # via feast (pyproject.toml)
 grpc-google-iam-v1==0.14.4 \
     --hash=sha256:392b3796947ed6334e61171d9ab06bf7eb357f554e5fc7556ad7aab6d0e17038 \
     --hash=sha256:412facc320fcbd94034b4df3d557662051d4d8adfa86e0ddb4dca70a3f739964
     # via google-cloud-bigtable
-grpcio==1.81.1 \
-    --hash=sha256:0490c30c261eded63f3f354979f9dc4502a9fb944cccb60cd9dc85f5a7349854 \
-    --hash=sha256:0a37165cc80b1a368384b383e63a4c38116a10467ae44c904d2d7468c4470ec2 \
-    --hash=sha256:12b7524c88d4026d3dcb7b0ebe16b6714f3b4af402ddd0f0639ab064a00c87c3 \
-    --hash=sha256:15641444eca4a29358107b3dceb74c1c6305c55c822fd199b458aaea4068a7fb \
-    --hash=sha256:1b22c80559854b789a01fd89e8929b3798a156c0829b5282a8939f33ad4115ad \
-    --hash=sha256:1e123f9b37edb8375fd74130d1f69c944bbf0a7b06761ae7211154b8759e94d2 \
-    --hash=sha256:24c8e57504c8f45b237e40b99262d181071e5099a07053695b75d97bb53053a0 \
-    --hash=sha256:2c2e2ae6867c2966b8daccc836d54a13218e0007e9a490aeb81dd05be64d22d7 \
-    --hash=sha256:30e825f6848d9f18bba350ed6c75c1b02a0b5184474a31db9a32b1fa66fd8c79 \
-    --hash=sha256:3768a5ff1b2125e6f552e561b6b2dca0e64982d8949689b4df145cf8b98d7821 \
-    --hash=sha256:3ad74f8bb1a18963914c5452d289422830b39459e8776ebbcd207be1fbfb1d94 \
-    --hash=sha256:410482da976329fe5f4067270401b12cf2bd552ff8020f054ecfaddb5475f9d6 \
-    --hash=sha256:428bec0161b48d8cf583c068591bc0016d0d9cfff52462b72b3884861ea768c5 \
-    --hash=sha256:506f48f2f9c29b143fca3dad7b0d518c188b6c9648c75a2ae6e2d9f2c13a060b \
-    --hash=sha256:58ad1131c300d3c9b933802b3cc4dc69d380822935ba50b28703156ea826fbf7 \
-    --hash=sha256:592b5fee597faa91cce2dd294dd7d9a1c83d76c4dbf877e33ec1adb866b2fbed \
-    --hash=sha256:61233fe8951e5c85dff81c2458b6528624760166946b5b47ea150a589168411f \
-    --hash=sha256:62481553b1793a27e9b9c3cf9e5bd483ef045ca72462592074b46d42b0c4d9b9 \
-    --hash=sha256:6282caffb41ec326d4cb67ca9cf53b739d1b2f975a2acb498c7418e9f7d9a416 \
-    --hash=sha256:69ef28e54fc85397f91b8c19592b8ef3d81952080366914823bd8572a2958120 \
-    --hash=sha256:6f9a0c9c1cc15c112d1c053064fd032b64917062292c3d70aea280e02ae10b77 \
-    --hash=sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b \
-    --hash=sha256:766bc7c9a9c340342f4c864ccbda8e78111e4751f13b895812b9c148fb79e9d0 \
-    --hash=sha256:78e29211f26da2fdd0e9c6d2b79f489476140cf7029b6a64808ade7ca4156a42 \
-    --hash=sha256:819edbdcb42ab8598b494bcf0222684bbb7a3c772bd1b1f0be7e029a6063c28e \
-    --hash=sha256:85b10a45b8993d195c4f3ff57025b8d1e11834909ee475c403bfa60cb4caefaf \
-    --hash=sha256:88268ca418cacea64cecb0d1d600d3c6b3a8038fcba02e1e205178c5b1f47661 \
-    --hash=sha256:8b39472beafc0bdcafc4c8c73ad082ebfdb449d566897a61e7acb4fa88089115 \
-    --hash=sha256:8ea1936c26b99999b27479853039a7f34713f56c49375ad52b38535ec93a796c \
-    --hash=sha256:98a07f9bf591e3a8919797bee1c53f026ba4acd587e5a4404c8e57c9ec36b2a5 \
-    --hash=sha256:a185a04039df6cae8648bc8ab6d6fde7bf94f7188ecf7828e76ac52eef1e41d6 \
-    --hash=sha256:a35009284d0d3d5c2c9601c164a911b8b4331608d98a9a66d47d97bb2f522b70 \
-    --hash=sha256:a3acb384427816dd5d470f47e62137b87f74da694faa8a50147012cf40df276a \
-    --hash=sha256:aa2ba7d2ad6df4d80127cea65e5b8d5e2c3adbf153ff4804452836328aca7c54 \
-    --hash=sha256:b10e1ff4756ed27d5a29d7fc79cfce7ef1ff56ad20025b89bac7cf79e09abbbe \
-    --hash=sha256:b137f4bf3ada9dc44d411478decc6ff09a79ed30b306cd2abaa98408c3588137 \
-    --hash=sha256:b259a04a737cb3496be0901328eb8b7552ed8df4865d8c8f1cf1bffcfc0776a3 \
-    --hash=sha256:b427c19380991a4eaab2f6144b64b99b412043314c6bf4ab544f97bb31ee4190 \
-    --hash=sha256:bb693b1e3d9a2f3fd228e2110daf4b5aeedb36761ca1e4282f74725f6d89f611 \
-    --hash=sha256:c261d74b1a945cf895a9d6eccd1685a8e837531beaab782da4d630a8d12deffb \
-    --hash=sha256:c5bf2dc311127d91230cc79b92188c082634a06cf66c5234db49a43b910183b0 \
-    --hash=sha256:ca1cc11d82677b9662082e5478b7528e2b7db7beaa6bdff42bd62789d81be399 \
-    --hash=sha256:d4b2dddfc219f54f956ccd53cf76a1d338ffe68fc7f2849ec9c7feb9927ff692 \
-    --hash=sha256:d71d30f2d92f67d944631c523713934fee37292469e182ebcd2c1dd8a64ce53f \
-    --hash=sha256:d865db4a6318e1c1bea83292e0ed231090538fc4ca45425b0f0480eb338bbc6e \
-    --hash=sha256:e2aa72e3ce1770317ef534f63d397b55e130725f5149bd36077c3b539019db27 \
-    --hash=sha256:e3657301562ac3cb8018d30d0d3ebfa39932239f7b5703422057ef14b69949f5 \
-    --hash=sha256:e64dd101d380a115cc5a0c7856788adb535f1a4e21fc543775602f8be95180ae \
-    --hash=sha256:e8ca6a1fcdb2943c9cbc1804a1baf3acb6071d72a471591678ded84218006e14 \
-    --hash=sha256:edb59506291b647a30884b1d51a599d605f40b20af4a7dc3d33786a47a31de60 \
-    --hash=sha256:f9a0ebbe45c29b5e5866593c12b78bd9035f0f0f0d4bc8361680cd580d99db49
+grpcio==1.83.0 \
+    --hash=sha256:009667eaf3dcd5224c713589cdc98e7ca4ed0ff0b61132c6b276e930eb83a2df \
+    --hash=sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867 \
+    --hash=sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5 \
+    --hash=sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df \
+    --hash=sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930 \
+    --hash=sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf \
+    --hash=sha256:2bb48cb5e6dd005ca12b89ce4b6ac0b48ff3112c747542ee7986ef611a8ca6d9 \
+    --hash=sha256:32e11c37f5285b0c6fa3042c05fe06903696689749833fc64e67dec71b9bbe33 \
+    --hash=sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da \
+    --hash=sha256:35a5b1c192496b6c25956eebfa963468935612206fd2543ac3ce981e6a5e0f03 \
+    --hash=sha256:3f351629f6ae16ecc0ec3553e586a6763ffd9f6114044286d0cbec3e09241bfa \
+    --hash=sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223 \
+    --hash=sha256:4e3eedfc92b6b9f2960115e7e620cf0cbf80bb7849a51ce3820dc54dfd88b6b9 \
+    --hash=sha256:4fcaa7c45c45b4a89e2867d1f1785d9481a788399d915e341ed2eb49aeef9dd4 \
+    --hash=sha256:5882c1a721b50ce0123ee5e839e1ab059ad72a7ade76cdf2d5bd833b56791acf \
+    --hash=sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881 \
+    --hash=sha256:61007cd08640abc5c54547ee32505474c482cd733a53cb87551ea81faa6350af \
+    --hash=sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5 \
+    --hash=sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0 \
+    --hash=sha256:6755ed67cc3e454d51ae9f6e1915b80d3942fa4de956ef48dacd45ab7f40b727 \
+    --hash=sha256:6b6c666a1d5613ff360c9e90f44665e3a88b25a815209ddbc0917eec281931cb \
+    --hash=sha256:6be5c807b717be3dd649446f021301fd7907e376318675d2147823071034112a \
+    --hash=sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735 \
+    --hash=sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16 \
+    --hash=sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49 \
+    --hash=sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1 \
+    --hash=sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24 \
+    --hash=sha256:7936f2a56cf04f6514705c0fedf400971de01b6aa1719327e4718f410a765e2b \
+    --hash=sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f \
+    --hash=sha256:8f6c395e493d20c39b29392ca200e9aaeb78d0bc2f04db0c0a7da7ddc939aa57 \
+    --hash=sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf \
+    --hash=sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f \
+    --hash=sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c \
+    --hash=sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969 \
+    --hash=sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd \
+    --hash=sha256:b0a0be840e51b6b7ee9df9269770faf77bdf4b771053c257c21d12bad607714c \
+    --hash=sha256:bb669918fd88936b15599caff4160a77ab74bdeb25f2231f6e45b61282d6107b \
+    --hash=sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61 \
+    --hash=sha256:c19b454d3d3f28db81f2c7c4dbaee96e7f6fd149721733ffe79d6bc530f17404 \
+    --hash=sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617 \
+    --hash=sha256:c834e86d8fd2f03d7e4db49a027f7c5b89c5b88eed305543a5295bd6fee61e40 \
+    --hash=sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45 \
+    --hash=sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc \
+    --hash=sha256:d05ff664100d429335b93c91b8b34ddf9e94a112205e7fa06dede309e44a4e4c \
+    --hash=sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745 \
+    --hash=sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45 \
+    --hash=sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c \
+    --hash=sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0 \
+    --hash=sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d \
+    --hash=sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9 \
+    --hash=sha256:fba099b716e73512d61b97f71ea3c31a72abb36904036e316bf4dd148ca8dcc8
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -1101,17 +1070,17 @@ grpcio==1.81.1 \
     #   grpcio-status
     #   milvus-lite
     #   pymilvus
-grpcio-health-checking==1.81.1 \
-    --hash=sha256:cbc6a4171825ec64389de2f062d296ba129a5c27eefd0dd55fa837909184bdf9 \
-    --hash=sha256:ecc61480e25058a4a04e11e4ab6900ad7439b32e60a8ce4ece7d9f219221c85d
+grpcio-health-checking==1.83.0 \
+    --hash=sha256:7d8b47a5bfbc699d4aee0fc7a27f5d0265eb23a6a64db5ac2d8b749a0f8a9911 \
+    --hash=sha256:ad6bc4d5a1103ad704d25ccd82def300dfa27996b185cab3e4cceeef2c6867d4
     # via feast (pyproject.toml)
-grpcio-reflection==1.81.1 \
-    --hash=sha256:3d7160000f5fdd0e241f9b1a3d402f15ebcd5f281be105b374a025f38c6434a8 \
-    --hash=sha256:d82fc4ac39dd5dcfd63e577075f6a68eac4a765e66a453914bbf57caf35665d0
+grpcio-reflection==1.83.0 \
+    --hash=sha256:6a2a30a462ac2c3c6d149734a8fe655fa7617c17fa2cda9949006f3bf07f5b3e \
+    --hash=sha256:9d4151f68f18a85aa5b0eff5d493ad13f9421f96c8d9c01c840b353dc979be93
     # via feast (pyproject.toml)
-grpcio-status==1.81.1 \
-    --hash=sha256:08072fa9995f4a95c647fc6f4f85e2411573d00087bcabdf30f260114338f232 \
-    --hash=sha256:9389a03e746017b10f0630c064289201458f3ce01f5d7ef4b0bebc1ef6cf82ad
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-api-core
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -1124,6 +1093,7 @@ h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
 hatch-fancy-pypi-readme==25.1.0 \
     --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \
@@ -1133,9 +1103,9 @@ hatch-vcs==0.4.0 \
     --hash=sha256:093810748fe01db0d451fabcf2c1ac2688caefd232d4ede967090b1c1b07d9f7 \
     --hash=sha256:b8a2b6bee54cf6f9fc93762db73890017ae59c9081d1038a41f16235ceaf8b2c
     # via feast (pyproject.toml)
-hatchling==1.30.1 \
-    --hash=sha256:161eacafb3c6f91526e92116d21426369f2c36e98c36a864f11a96345ad4ee31 \
-    --hash=sha256:eee4fd45357f72ebb3d7a42e5d72cfb5e29ed426d79e8836288926c4258d5f2e
+hatchling==1.31.0 \
+    --hash=sha256:6b48ad4068a482ed7239b3a8215bc55b47aad3345d58dfc94e553c5d2d46211b \
+    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
     # via
     #   feast (pyproject.toml)
     #   hatch-fancy-pypi-readme
@@ -1258,6 +1228,10 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
+httpcore2==2.9.1 \
+    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
+    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+    # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
     --hash=sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb \
@@ -1313,12 +1287,10 @@ httptools==0.8.0 \
 httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi-mcp
-    #   mcp
-httpx-sse==0.4.3 \
-    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
-    --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
+    # via fastapi-mcp
+httpx2==2.9.1 \
+    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
+    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
     # via mcp
 ibis-framework[duckdb]==12.0.0 \
     --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \
@@ -1330,6 +1302,7 @@ idna==3.18 \
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   snowflake-connector-python
     #   yarl
@@ -1358,101 +1331,103 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-kubernetes==36.0.2 \
-    --hash=sha256:03551fcb49cae1f708f63624041e37403545b7aaed10cbf54e2b01a37a5438e3 \
-    --hash=sha256:faf9b5241b58de0c4a5069f2a0ffc8ac06fece7215156cd3d3ba081a78a858b6
+kubernetes==36.0.3 \
+    --hash=sha256:36993ed25ce59b789c9341473a228fcf268504a2fec7c2b2b1531d73072e5ce7 \
+    --hash=sha256:8fde9241c4b298e6374a069dcf728359b4e72c2fb29489a975ba4e1c047cf10f
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -1553,10 +1528,12 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mcp==1.28.0 \
-    --hash=sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2 \
-    --hash=sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4
-    # via fastapi-mcp
+mcp==1.29.0 \
+    --hash=sha256:52d01f334de1868cc3bb2d6604931126a67631f99a6c5d3b82ba47290315ec36 \
+    --hash=sha256:f5a075bb611f23d6f4d080c6a1699fa62772eebc562ba9e66b306ddde1c755f7
+    # via
+    #   feast (pyproject.toml)
+    #   fastapi-mcp
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
@@ -1831,101 +1808,102 @@ multidict==6.7.1 \
     #   aiobotocore
     #   aiohttp
     #   yarl
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
     --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
     # via mypy
-numpy==2.5.0 \
-    --hash=sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865 \
-    --hash=sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988 \
-    --hash=sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd \
-    --hash=sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c \
-    --hash=sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22 \
-    --hash=sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6 \
-    --hash=sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b \
-    --hash=sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927 \
-    --hash=sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446 \
-    --hash=sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9 \
-    --hash=sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03 \
-    --hash=sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e \
-    --hash=sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748 \
-    --hash=sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561 \
-    --hash=sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60 \
-    --hash=sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2 \
-    --hash=sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c \
-    --hash=sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731 \
-    --hash=sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5 \
-    --hash=sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303 \
-    --hash=sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2 \
-    --hash=sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4 \
-    --hash=sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0 \
-    --hash=sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e \
-    --hash=sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab \
-    --hash=sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826 \
-    --hash=sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a \
-    --hash=sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9 \
-    --hash=sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8 \
-    --hash=sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca \
-    --hash=sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a \
-    --hash=sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54 \
-    --hash=sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2 \
-    --hash=sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be \
-    --hash=sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21 \
-    --hash=sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd \
-    --hash=sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a \
-    --hash=sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd \
-    --hash=sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c \
-    --hash=sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73 \
-    --hash=sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6 \
-    --hash=sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7 \
-    --hash=sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9 \
-    --hash=sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa
+numpy==2.5.1 \
+    --hash=sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2 \
+    --hash=sha256:09e9bfd8d2cf479c7d174804fb3811c53a8e9f20a37444008606b57d6b7a826d \
+    --hash=sha256:0bfebd8695f9863592fe744be833a258120b14a9f39da255e8aa8fade2c0ddd1 \
+    --hash=sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b \
+    --hash=sha256:1c6759f538fb912fc46de0a6b1758ccf7b57bc7c7ebebc23974fdac3de8db0cd \
+    --hash=sha256:224ca51130ef7da85bea2191625181cb4f337f9cb64b471f10c1a12aa8b60077 \
+    --hash=sha256:24d0eb82c0541d3415a33425db64ae439dffccd7b4dbcb30e7c35120205c506a \
+    --hash=sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e \
+    --hash=sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277 \
+    --hash=sha256:30b44a6b53a7ae63c54c089a8726e5563ed302716c5b7ccc85afade40b0e7ff6 \
+    --hash=sha256:32985c896d897419ef8da6917872d80b78ad0ea26d85b23245c7366ffde76d75 \
+    --hash=sha256:3935f3b419b244a02732676fa5317a9193cc596a4c0646db07e5b421229ac9f7 \
+    --hash=sha256:4939237038ada79308dda3204ac6462df056b5672b2e25db1149cf873668b3e1 \
+    --hash=sha256:4b4ff1608417eb7a59da7b967bbb798cacfe071d2caf526a24281cd562072ed9 \
+    --hash=sha256:54ad769f17bc2d833b620851989f62054fb9ab93c969d9e1dc3c8e3d56beea21 \
+    --hash=sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca \
+    --hash=sha256:5a4c988b38d261deeeaad9954e3deb091ad905c94e8bb6708654ef1d97f286b0 \
+    --hash=sha256:5a6db61f9aaa57e369905c67d852045d3c4f7126405b29d09b19dec118e9c9cb \
+    --hash=sha256:6165343f81b56ef8f514f396989e529b61d9dc709b99421b07e9f3e698e2287d \
+    --hash=sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75 \
+    --hash=sha256:6c3fe51bc6a16453d452997053454f309e8e0ed7b42d6b361ce4ac8c32913d74 \
+    --hash=sha256:6eab239876581b2b3c5a242281b6007bbdbcd1c7085d7709bb57c5929b11e6bf \
+    --hash=sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0 \
+    --hash=sha256:7c786fe9a5bbe360022e584c5a34cf6b54265c71bd7ec8ac3d8fec38968071f8 \
+    --hash=sha256:83ce9c80d5b521b0d77ddcbe5447c218d247929b6cc056ca5351342accfff0af \
+    --hash=sha256:9726558e8db4a5bf7929a70ae50f63abda4daf0efe810e3bfbab95976f75fc1a \
+    --hash=sha256:99d5095fa265a0c4152e7bb12759e14381ef5496152f1ce58f44bdf55c44beb4 \
+    --hash=sha256:a33276be12fa045805f477f22482088b66bb758ffbe89a9d21457de863a32e22 \
+    --hash=sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3 \
+    --hash=sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1 \
+    --hash=sha256:ab84dc6b074fa881cae55bea94cc4f68e285181ba7f32497bf7dee6b1496165b \
+    --hash=sha256:ab87a91b3cc3382b8956095bd8f95e00cf679bb81554339be1a2ba404a1473c1 \
+    --hash=sha256:c12afb53450fa976d4c681c50a7423729a4c51c0465ed9f32b8a9cabbc472373 \
+    --hash=sha256:caf3e317d33d60c37986b452613f4ab51246d0691350c03d0cb4a898627f4a95 \
+    --hash=sha256:dc932a65ded7ce9013d120845a2514dcccb1a67bfc8deb8d37633762951904a6 \
+    --hash=sha256:e68d8dd1e7eba712948f2053a29ec86917bc70ba1358df869d9f06649ef9cf09 \
+    --hash=sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9 \
+    --hash=sha256:e8c11c405efc5ff6816d5983c96cdfa215bab3428961243af3ff59b228490438 \
+    --hash=sha256:efd736408cc97c79b9e6917338dfc8f06013b2274f992e96b1d9a81a71e2a2c2 \
+    --hash=sha256:f089d7b00756190aacf1f5d34bdf38c3c430ac82b4f868f8cede73380460fce7 \
+    --hash=sha256:f2479a47f8d5932d1718168a681ad6e536a9df484c83cfcf9de365e164537ace \
+    --hash=sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3 \
+    --hash=sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2 \
+    --hash=sha256:f7feb014281029e628ba2d5a007407443b06e418b6fe451d1e2adcbc8eba0107
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -1939,6 +1917,10 @@ oauthlib==3.3.1 \
     --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
     --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
     # via requests-oauthlib
+opentelemetry-api==1.44.0 \
+    --hash=sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a \
+    --hash=sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef
+    # via mcp
 orjson==3.11.9 \
     --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
     --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
@@ -2128,9 +2110,9 @@ pathspec==1.1.1 \
     #   hatchling
     #   mypy
     #   scikit-build-core
-platformdirs==4.10.0 \
-    --hash=sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7 \
-    --hash=sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a
+platformdirs==4.11.0 \
+    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
+    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
     # via snowflake-connector-python
 pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
@@ -2265,25 +2247,23 @@ propcache==0.5.2 \
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.28.0 \
-    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
-    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
+proto-plus==1.28.2 \
+    --hash=sha256:26d843eb99c1e32fdf1d20ff0faae56607f7748fe774acf9ecd5cfe6c6472501 \
+    --hash=sha256:b874236fcac2358f601e4330bcb76cb8b89c851303ccf4078408b3d4774d1c52
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
     #   google-cloud-bigtable
     #   google-cloud-datastore
-protobuf==6.33.6 \
-    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
-    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
-    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
-    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
-    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
-    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
-    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
-    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
-    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
-    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
+protobuf==7.35.1 \
+    --hash=sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87 \
+    --hash=sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6 \
+    --hash=sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30 \
+    --hash=sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9 \
+    --hash=sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4 \
+    --hash=sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4 \
+    --hash=sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a
     # via
     #   feast (pyproject.toml)
     #   google-api-core
@@ -2333,57 +2313,50 @@ psycopg-pool==3.3.1 \
     --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \
     --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c
     # via psycopg
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -2397,9 +2370,9 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via ibis-framework
-pyasn1==0.6.3 \
-    --hash=sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf \
-    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1==0.6.4 \
+    --hash=sha256:9c447d8431c947fe4c8febc4ed9e760bc29011a5b01e5c74b67025bd9fb8ce81 \
+    --hash=sha256:deda9277cfd454080ec40b207fb6df82206a3a2688735233cdcd8d3d565f088b
     # via pyasn1-modules
 pyasn1-modules==0.4.2 \
     --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
@@ -2421,6 +2394,7 @@ pydantic==2.13.4 \
     #   fastapi
     #   fastapi-mcp
     #   mcp
+    #   mcp-types
     #   pydantic-settings
 pydantic-core==2.46.4 \
     --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
@@ -2547,9 +2521,7 @@ pydantic-core==2.46.4 \
 pydantic-settings==2.14.2 \
     --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
     --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
-    # via
-    #   fastapi-mcp
-    #   mcp
+    # via fastapi-mcp
 pydata-google-auth==1.9.1 \
     --hash=sha256:0a51ce41c601ca0bc69b8795bf58bedff74b4a6a007c9106c7cbcdec00eaced2 \
     --hash=sha256:75ffce5d106e34b717b31844c1639ea505b7d9550dc23b96fb6c20d086b53fa3
@@ -2575,12 +2547,10 @@ pymysql==1.2.0 \
 pyopenssl==26.3.0 \
     --hash=sha256:46367f8f66b92271e6d218da9c87607e1ef5a0bc5c8dea5bb3db82f395c385a3 \
     --hash=sha256:589de7fae1c9ea670d18422ed00fc04da787bbde8e1454aea872aa57b49ad341
-    # via
-    #   google-auth
-    #   snowflake-connector-python
-pyproject-metadata==0.11.0 \
-    --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \
-    --hash=sha256:c72fa49418bb7c5a10f25e050c418009898d1c051721d19f98a6fb6da59a66cf
+    # via snowflake-connector-python
+pyproject-metadata==0.12.1 \
+    --hash=sha256:8809a4df6fe08279b39a8890669506ed3158e0617855ac9aff098fcbe772ae4c \
+    --hash=sha256:f7162d580a96386a8eb096da06215f981f547d1490f03055ef99e323bc2da427
     # via meson-python
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
@@ -2603,9 +2573,9 @@ python-multipart==0.0.32 \
     --hash=sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e \
     --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
     # via mcp
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via
     #   pandas
     #   snowflake-connector-python
@@ -2729,147 +2699,133 @@ roman-numerals==4.1.0 \
     --hash=sha256:1af8b147eb1405d5839e78aeb93131690495fe9da5c91856cb33ad55a7f1e5b2 \
     --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
     # via sphinx
-rpds-py==2026.5.1 \
-    --hash=sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead \
-    --hash=sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a \
-    --hash=sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4 \
-    --hash=sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256 \
-    --hash=sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb \
-    --hash=sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b \
-    --hash=sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870 \
-    --hash=sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc \
-    --hash=sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08 \
-    --hash=sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251 \
-    --hash=sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473 \
-    --hash=sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b \
-    --hash=sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a \
-    --hash=sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131 \
-    --hash=sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9 \
-    --hash=sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01 \
-    --hash=sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba \
-    --hash=sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad \
-    --hash=sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db \
-    --hash=sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d \
-    --hash=sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0 \
-    --hash=sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63 \
-    --hash=sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee \
-    --hash=sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7 \
-    --hash=sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b \
-    --hash=sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036 \
-    --hash=sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb \
-    --hash=sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16 \
-    --hash=sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f \
-    --hash=sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d \
-    --hash=sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d \
-    --hash=sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5 \
-    --hash=sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78 \
-    --hash=sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66 \
-    --hash=sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972 \
-    --hash=sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd \
-    --hash=sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89 \
-    --hash=sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732 \
-    --hash=sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02 \
-    --hash=sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef \
-    --hash=sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a \
-    --hash=sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c \
-    --hash=sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723 \
-    --hash=sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda \
-    --hash=sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7 \
-    --hash=sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca \
-    --hash=sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02 \
-    --hash=sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015 \
-    --hash=sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1 \
-    --hash=sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed \
-    --hash=sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00 \
-    --hash=sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a \
-    --hash=sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195 \
-    --hash=sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a \
-    --hash=sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa \
-    --hash=sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece \
-    --hash=sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df \
-    --hash=sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26 \
-    --hash=sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa \
-    --hash=sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842 \
-    --hash=sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a \
-    --hash=sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c \
-    --hash=sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd \
-    --hash=sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a \
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+    --hash=sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a \
+    --hash=sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9 \
+    --hash=sha256:e059c5dde6452b44424bd1834557556c226b57781dee1227af23518459722b13 \
+    --hash=sha256:e4316bf32babbed84e691e352faf967ce2f0f024174a8643c37c94a1080374fc \
+    --hash=sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278 \
+    --hash=sha256:e55d236be29255554da47abe5c577637db7c24a02b8b46f0ca9524c855801868 \
+    --hash=sha256:ea7bb13b7c9a29791f87a0387ba7d3ad3a6d783d827e4d3f27b40a0ff44495e2 \
+    --hash=sha256:ea964164cc9afa72d4d9b23cc28dafae93693c0a53e0b42acbff15b22c3f9ddd \
+    --hash=sha256:ec829541c45bca16e61c7ae50c20501f213605beb75d1aba91a6ee37fbbb56a4 \
+    --hash=sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6 \
+    --hash=sha256:ed0c1e5d10cdc7135537988c74a0188da68e2f3c30813ba3744ab1e42e0480f9 \
+    --hash=sha256:f0840b5b17057f7fd918b76183a4b5a0635f43e14eb2ce60dce1d4ee4707ea00 \
+    --hash=sha256:f4d78253f6996be4901669ad25319f842f740eccf4d58e3c7f3dd39e6dde1d8f \
+    --hash=sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e \
+    --hash=sha256:f826877d462181e5eb1c26a0026b8d0cab05d99844ecb6d8bf3627a2ca0c0442 \
+    --hash=sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da \
+    --hash=sha256:f90938e92afda60266da758ee7d363447f7f0138c9559f9e1811629580582d90 \
+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.17.1 \
-    --hash=sha256:042dd5e3b1b512355e35a23f0223e426b7042e80b97830ea2680ddce327fc45e \
-    --hash=sha256:5b9827d1044159bbb01b86ef8902760ea39281927f5de31de75e1d657177bf4c
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
     # via boto3
-scikit-build-core==0.12.2 \
-    --hash=sha256:562e0bbc9de1a354c87825ccf732080268d6582a0200f648e8c4a2dcb1e3736d \
-    --hash=sha256:6ea4730da400f9a998ec3287bd3ebc1d751fe45ad0a93451bead8618adbc02b1
+scikit-build-core==1.0.3 \
+    --hash=sha256:a4d7a05978ee37975c37743510c8991e2debce7ef83afb0a07c0c576fd4f16e8 \
+    --hash=sha256:ae95427b7d3c14a6cf8bbfd4d901f6138ab64c99e20cbe8ea7d75cd26093f085
     # via feast (pyproject.toml)
 setuptools==80.10.2 \
     --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \
@@ -2878,11 +2834,10 @@ setuptools==80.10.2 \
     #   feast (pyproject.toml)
     #   pandas-gbq
     #   pydata-google-auth
-    #   pymilvus
     #   setuptools-scm
-setuptools-scm==10.1.2 \
-    --hash=sha256:24079818acc46e99aae0d65b8d511fafe965970d9cbd060c7b9f7275ded520fb \
-    --hash=sha256:8bb17e208fb22ebc11e4eaf6d765955db1903eefd21a3f0ed5518fc3fb186e84
+setuptools-scm==10.2.1 \
+    --hash=sha256:4fa7dd82cf8c800df59c9a288c90299b1657ff1ecfc3f5cc00287c5dbf5e27a9 \
+    --hash=sha256:b7c82f4102d389ee57dc66ccdb4f9b4bca3c40ba83b43f1f63d68ccd72db2580
     # via hatch-vcs
 shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
@@ -2898,33 +2853,33 @@ snowballstemmer==3.1.1 \
     --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752 \
     --hash=sha256:e07bbc54a0d798fe6010a12398422e62a8bfbba95c394fd0956ef58cb4d3e260
     # via sphinx
-snowflake-connector-python[pandas]==4.6.0 \
-    --hash=sha256:00abbcfe958f60da18297191f3499b1e61802e64622521a2e8da1c059c14e1c0 \
-    --hash=sha256:03b0a232d8d0a1c78eb0d4e9f8a422a1553b2f69ef1387d50a3223bb1829a249 \
-    --hash=sha256:04ea8906ac06bdf98ab265f7870b532f32dd2b0f6b3b06a542b6e25a43e01665 \
-    --hash=sha256:06e2dba02703da6fd60e07bb0574506f810a85e5831d3461247753ecce4b8335 \
-    --hash=sha256:0829d57467bf1bb5af411f6e7723058cb2218fb7df07cf15d912e3b1a2c126eb \
-    --hash=sha256:1894504c69a76ac4a205d01fbb3e18c6a6e974e6ad26dad263edd06343bea501 \
-    --hash=sha256:18cc5402695b8e958503d6d7ab96403db90c481b63c31520305876ef3cb797e9 \
-    --hash=sha256:1c8476781cfef961fc5f6f75a5238e668d3e0ca5ebf1d055661b2fcf2831c254 \
-    --hash=sha256:1fe93d88278a0b7e0efde6140890bc298a49fbf1e04968a35aa22c801131cced \
-    --hash=sha256:324b15278ee84ea6f0af7fef5e916778c23c4569b2c8ba7fdc90d288478772b9 \
-    --hash=sha256:3ff98c3213674c5ed18ba6bb9288c4e88e790150f350824434d49a23d15c0fc3 \
-    --hash=sha256:531dcb07eee8405e5d8a9f4e7f8c1ca7916e3afbb4ffb3dd2c9a12ec5bd0e46a \
-    --hash=sha256:676162cd45df744aa966483960d34bf204cdcae87cecad77fba970f1c2fd570d \
-    --hash=sha256:6d3f6120edeb0d6edd208831d006cc3e769ec51bc346727f22d7aeaecbf20f77 \
-    --hash=sha256:72aaee21a70e00fbe4dadcc60b9b1012b6411dddc90f94804d5efe5706fb9621 \
-    --hash=sha256:7ab64f46b18d77d1e6c159a29cd86eeff0be9ff01a9904fa873a3c29d20063d1 \
-    --hash=sha256:8edc8bbcbaaa25a08d43f943fe45f00dc465684ef243859b0f3f7498d800f1ce \
-    --hash=sha256:9dd8689123a7e7b873db0846f2d92745a02062b16665d20634fbaf34a9c88e7a \
-    --hash=sha256:a7701b702dbeb348769c5d1248231e18544c4ff1fb4118ad73d48e8f801cfb6e \
-    --hash=sha256:c3124fd4a5dc702173ccd73d821ceba1442134d5f347b4c8d1ecb76489f44671 \
-    --hash=sha256:e0ca5a035b1afa690fb36a767ba59c8db85ef6295b88c2bbc2040449e99992ad \
-    --hash=sha256:e8ccbf8b5e12177a86bd3ab8292cc5a99e9ac97d7645ef4a3ed0f767b4ec6594 \
-    --hash=sha256:eab420406a38ebc059100bb1faa55d7d6306bb224cefadb739ec3cafeff65384 \
-    --hash=sha256:ed40d1e9d867253596860b9d5240280489ff4692b7a3fa21e2d45d63b4b61d36 \
-    --hash=sha256:f15e2493a316ce79ab3d7fb16add10252bb2401723e5cfbc7a2ebc44d89a7b2b \
-    --hash=sha256:fe9005d226b234bf190409e5d7e8db9f7daba271880de9105f5173a6858b8e6b
+snowflake-connector-python[pandas]==4.7.1 \
+    --hash=sha256:051e49157d955e5ba76577345169dd1869288ecef903dab17ec6180e1009b117 \
+    --hash=sha256:052fd457fa79616d074f5b8f2e106f9f2ca36645526e4d0abddf7e3685d1bdb7 \
+    --hash=sha256:0e23a5aaa1e9eaa9ba88b8867247d55c24e40f3be6367e3aa4f8633b37f56317 \
+    --hash=sha256:167ba97d5b615b507fc8234266c8736ea97f91b7324db7a305a28ec3505c0edf \
+    --hash=sha256:171ef3515c44e804dd86ab2b288179037fec40b3f45e1aa28fba095b764f9a6a \
+    --hash=sha256:1ed85264edb186a39e641f1b744a1a1973e10d9d15a96a46a1e78ac67442c7b6 \
+    --hash=sha256:22afd6de9fec8ef2cc23b231af9fc0f352351cd53da0cc11c2495272eff04ccf \
+    --hash=sha256:2b3e53626c600b59c181ce18e2b253487fb7e2b0d30ac0d3cfbd3ddffd13743b \
+    --hash=sha256:4b79e818d83306babff9d0803e697a008e8ada961deff55e3c5da0a9c3505d9a \
+    --hash=sha256:4f2c6f40544739b43f2da262dd67a32d4ac7ca2b09cc6b7181f02b24c60d5754 \
+    --hash=sha256:5011a5eb55dd80fed4198081743f75a8a56412b4623cb9cf61ce2813f600cbd9 \
+    --hash=sha256:571eeeb5f3b034671c125186ecb02a2e54ebee1fad1b3af7f091773dc11f693d \
+    --hash=sha256:5b7b27df86fc13afccabdb525973c0e9a730f8c25f07a4a55f95bc2ad88f8d35 \
+    --hash=sha256:7703f33059daa6e30d824e5d88bd525a7feccd38412b888c6e35cf0847cc34b0 \
+    --hash=sha256:7c67e735d38403109f6bc1a17022a4c950966e1c989f5e2376b9c28c5ece0fb5 \
+    --hash=sha256:81a8f1ae86222e7b8561f41f688462687a435f5afc8aa34ae42f69c0c0f16a57 \
+    --hash=sha256:8a5e2bd3701176521577eea8c5b384178b404bbcd73d634f86b888929c15fb8a \
+    --hash=sha256:92b935a4f73651ea1306b8c3c58003e0e5a72fa3a86453087161296168c31ed3 \
+    --hash=sha256:b03ef22742fee88d387f2ec3969dfb032417a2119bd366414b2c5ac9acb38a45 \
+    --hash=sha256:d5821dc73d305b0804aa415a4fafee018e611cc8cf339de36a5c8c44fb57beaa \
+    --hash=sha256:e582f6ac2c5fa53170ae28303d361ea6cc64e695ba528f1b6ec8529476324327 \
+    --hash=sha256:f2482d1b059fcaa45b7edf8ea97b0f35179ab781fb1ce4716809d83d9f5f4d4c \
+    --hash=sha256:f4e3b1222bc53b56ba4aa88224afe1ad894ee6f7389b2c0105b829d13d559aa7 \
+    --hash=sha256:f5a066d2c1db940740c49bafe1c8983395bc574bc31465263898c9bd050c5c52 \
+    --hash=sha256:fad8e1fb0c49eb1d93dad785ce738dac17473c6826f8cd36ee8d6f9675bceae1 \
+    --hash=sha256:ff5bb51c1c21cbbb5c90b9785cc3df9d649c64db26553668b1a1ea8a461a0d5b
     # via feast (pyproject.toml)
 sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
@@ -3018,13 +2973,13 @@ sqlalchemy[mypy]==2.0.51 \
     --hash=sha256:e5ea1a213be1fcd5e49d9904c3b9939211ded90bc2a64e93f4c01963474285de \
     --hash=sha256:fa268106c8987639a17a18514cfe0cd9bf17420ab887e1e1bf486da8836135b1
     # via feast (pyproject.toml)
-sqlglot==30.11.0 \
-    --hash=sha256:1a23c6e2adb41da61fda46b1848d2fa26341d447fc0f0cd5ca21160362100991 \
-    --hash=sha256:cffdee57d1f2f5472dc9f13087e618cf795841172b7d5ef78b63a051a52d2710
+sqlglot==30.14.0 \
+    --hash=sha256:df2ef5d2b8ca814313781f4ff35bf63e58f821ef517eeddbd523c19a61fa9bb9 \
+    --hash=sha256:fc768e24889d63a5e1237dea7ad305e5ffb4356a98b0bed828f89591ebcd3636
     # via ibis-framework
-sse-starlette==3.4.5 \
-    --hash=sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a \
-    --hash=sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296
+sse-starlette==3.4.6 \
+    --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
+    --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
 starlette==1.3.1 \
     --hash=sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0 \
@@ -3095,9 +3050,9 @@ tomli==2.4.1 \
     --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
     --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
     # via fastapi-mcp
-tomlkit==0.15.0 \
-    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \
-    --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3
+tomlkit==0.15.1 \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
     # via snowflake-connector-python
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \
@@ -3106,42 +3061,51 @@ toolz==1.1.0 \
     #   dask
     #   ibis-framework
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
 trove-classifiers==2026.6.1.19 \
     --hash=sha256:ab4c4ec93cc4a4e7815fa759906e05e6bb3f2fbd92ea0f897288c6a43efd15b3 \
     --hash=sha256:c5132b4b61a829d11cfbd2d72e97f20a45ed6edb95e45c5efdeb5e00836b2745
     # via hatchling
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typer==0.26.7 \
-    --hash=sha256:5c87cfbc5d34491c5346ebf49c23e18d56ccb863268d3a8d592b26087c2f5e58 \
-    --hash=sha256:e314a34c617e419c091b2830dda3ea1f257134ff593061a8f5b9717ab8dddb3a
+typer==0.27.0 \
+    --hash=sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5 \
+    --hash=sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1
     # via fastapi-mcp
 types-psutil==7.0.0.20250218 \
     --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \
     --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c
     # via feast (pyproject.toml)
-types-pymysql==1.1.0.20260518 \
-    --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \
-    --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98
+types-pymysql==1.2.0.20260724 \
+    --hash=sha256:71327a3fea0f680a280445f1b475c2307f68de05c2d3302a79df56af93c574cd \
+    --hash=sha256:8493cf87e8df0a7b4e8c84305bc0aae69d3a8af9c6da7bfbb9a4c5c3f97d4a82
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   aiohttp
     #   aiosignal
     #   anyio
     #   fastapi
     #   grpcio
+    #   httpx2
     #   ibis-framework
     #   mcp
+    #   mcp-types
     #   mypy
+    #   opentelemetry-api
     #   psycopg
     #   psycopg-pool
     #   pydantic
@@ -3161,9 +3125,9 @@ typing-inspection==0.4.2 \
     #   mcp
     #   pydantic
     #   pydantic-settings
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via
     #   ibis-framework
     #   pandas
@@ -3174,17 +3138,17 @@ urllib3==2.7.0 \
     #   botocore
     #   kubernetes
     #   requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   fastapi-mcp
     #   mcp
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -3237,9 +3201,9 @@ uvloop==0.22.1 \
     --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \
     --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42
     # via uvicorn
-vcs-versioning==2.1.0 \
-    --hash=sha256:118bf4b9f86f92e9ec33a94ec24aca0eed8f880fc88736697914d3a876758551 \
-    --hash=sha256:66d9e2c2afd792090bc381aec985d6cd82cb935be35910a742e0af31ca4be61e
+vcs-versioning==2.2.3 \
+    --hash=sha256:4f7873af76f5cc24e701608354f376f5eb70b317d663787ace57a7edd7a27506 \
+    --hash=sha256:c21e284aa98c8269996791a19d6173baf953cf9996ef42ec3ebcbdc151e18b9b
     # via setuptools-scm
 watchfiles==1.2.0 \
     --hash=sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9 \
@@ -3354,268 +3318,322 @@ websocket-client==1.9.0 \
     --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
     # via kubernetes
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
-wrapt==2.2.2 \
-    --hash=sha256:0065a3b657cec06813b4241d2462ccec287f6863103d7445b725fb3a889736f9 \
-    --hash=sha256:055e6fcfaa28e58c6a8c247d48b92be9d56f818b7068aa4f22b15b3343a09931 \
-    --hash=sha256:0788e321027c999bf221b667bd4a54aaefd1a36283749a860ac3eb77daed0302 \
-    --hash=sha256:07fdcb012821859168641acf68afad61ef9783cf37100af85f152550e9677194 \
-    --hash=sha256:09f811d43f6f33ec7515f0be76b159569f4057ab54d3e079c3204dddb90afa2a \
-    --hash=sha256:0abfd648dac9ac9c5b3aa9b523d27f1789046640b58dcd5652a720ddb325e1fc \
-    --hash=sha256:0ad520e6daa9bbf136f14de735474dbec7dcc0891f718e1d274ce8dc92e645af \
-    --hash=sha256:0e64826f920c42d9d9f87e8cc09ffae66c51ede12d59061a5a426deb9aa71745 \
-    --hash=sha256:0e7070c7472582e31af3dfc2622b2381a0df7435110a9388ed8db5ffbce67efb \
-    --hash=sha256:10adb01371408c6de504a6658b9886480f1a4919a83752748a387a504a21df79 \
-    --hash=sha256:11d95fc2fbad3163596c39d440e6f21ca9fccece74b56e30a37ac2fca786a07c \
-    --hash=sha256:173e5bb5ca350a6e0abab60b7ec7cdd7992a814cb14b4de670a28f067f105663 \
-    --hash=sha256:1fc7691f070220215cccb2a20836b9adbaecb8ff22ad47abe63de5f110994fac \
-    --hash=sha256:209112cafd963710a05d199aae431d79a28bc76eb8e6d1bbbb8ad24340722cae \
-    --hash=sha256:2252f77663651b89255895f58cc6ac08fcb206d4371813e5af61bb62d4f7689c \
-    --hash=sha256:25904acb9475f46c24fe0423dbc8fda8cc5fbc282ab3dc6e72e919748c53f4e9 \
-    --hash=sha256:26fc73a1b15e0946d2942b9a4426d162b51676338327dc067ccd8d2d76385f94 \
-    --hash=sha256:2cb07f414fab25dbe6b5c7398e1491423a5c81a6209533639969a6c928d474a4 \
-    --hash=sha256:2cd7181ab1c31192ff5219269830744b5a62020b3a6d433588c4f1c95b8f8bff \
-    --hash=sha256:2e096c9d39a59b35b63c9aacfbbbec2088ff51ff1fc31051acc60a07f42f273a \
-    --hash=sha256:305d4c247d61c4115794a169141823c62f719525ddb90b23aa332741c77d2c28 \
-    --hash=sha256:30f7424af5c5c345b7f26490e097f74a2ef45b3d08b664dc33571aee3bd3b56c \
-    --hash=sha256:3179a4db066b53d40562e368b12895440c8f0953b6543b89d6acc41c0273996e \
-    --hash=sha256:3442eee2a5798f9b451f1b2cd7518ce8b7e28a2a364696c414460a0e295c012a \
-    --hash=sha256:385cb1866f20479e83299af585375bfa0a4b0c6c9907a981483ea782ea8ae406 \
-    --hash=sha256:3a4eb7964ff4643d333c84f880bcf554652b2a1050aebc54ae696327f61acfaf \
-    --hash=sha256:3b686cfc008776a3952d6213cb296ed7f45d782a8453936406faa89eac0835ab \
-    --hash=sha256:3c4095803491f6ef72128914c28ec05bbad9758433bb35f6715a3e9c8e46fb2d \
-    --hash=sha256:3dc3dcfc2da95d501905f10dc11a0dc622e91d8cdd8bbfcb63ca54afd131e556 \
-    --hash=sha256:4250b43d1a129d947e083c4dc6baf333c9bb34edd26f912d5b0457841fc858ab \
-    --hash=sha256:4402f57c5f0d0579599858ffbdd9bf4e3f0972f51096f2bd6cc7dab6b76ee49e \
-    --hash=sha256:45c2f2768e790c9f8db90f239ef23a2af8e7570f25a35619ef902df4a738447f \
-    --hash=sha256:4b481fb0c40d9fd90a5809911208da700987d373a20a4709dc9e3944af7a6bec \
-    --hash=sha256:4bccea5cdecffa9dd70e343741f0e41e0a16619313d04b72f78bb525162ebcd0 \
-    --hash=sha256:518b0c5e323511ec56a38894802ddd5e1222626484e68efe63f201854ad788e5 \
-    --hash=sha256:5499236ad1dc116012e2a5dd943f3f31af12fce452128e2bbcbd55a7d3d4d14c \
-    --hash=sha256:55b9a899e6fff5444f229d30aa6e9ac92d2216d9d60f33c771b5d76a760d5f8e \
-    --hash=sha256:58f9f8d637c9a6e245c6ef5b109b67ec187d2faed23d1405656b51d96e0a5b56 \
-    --hash=sha256:5bad217350f19ce99ca5b5e71d406765ea86fe541628426772b657375ee1c048 \
-    --hash=sha256:5d0a142f7af07caeb5e5da87493162a7b8efa19ba919e550a746f7446e13fb30 \
-    --hash=sha256:62415fd095bc590b842b6d092f2b5d9ccbaeb7e0b28535c03dcea2718b48636b \
-    --hash=sha256:656593bb3f5529f03d27af4136c4d7b11990e470bcbc6fefa5ef218695bece55 \
-    --hash=sha256:6c99012a22f735a85eed7c4b86a3e99c30fdd57d9e115b2b45f796264b58d0bf \
-    --hash=sha256:6d1a6050405bf334be33bf66296f113563622972a34900ae6fa60fd283a1a900 \
-    --hash=sha256:6e7e45b43d3c774d244fe7264378f5a3f0f383bc55a54a9866434e524540110f \
-    --hash=sha256:6fe35fd51b74867d8b80174c277bd6bbf6a73e443f908129dc531c4b688a20d5 \
-    --hash=sha256:7d2f6573561fa05002e5ee71529f4ab0a7dffed3e45b51013fe6298fe2723c02 \
-    --hash=sha256:814f1bf3e0a7035f67a1db0cdaf5e2bbcaa4d7092db96673cfa467adeaab8591 \
-    --hash=sha256:8374eb6b1a58809211e84ff835a182bb17ab2807a5bfef23204c8cff38178a00 \
-    --hash=sha256:8417fd3c674d3c8023d080292d29301531a12daf8bd938dd419710dd2f464f2b \
-    --hash=sha256:8636809939152be6ae20a6cef0fed9fe60f411b47847d0426a826884b469e971 \
-    --hash=sha256:8ffbeaea6771a6eba6e6eeb09767864995726bc8240bb54baf88a9bb1db34d5c \
-    --hash=sha256:94b00b00f806eb3ef2abe9049ed45994a81ee9284884d96e6b8314927c6cea3d \
-    --hash=sha256:955f1d6e72a352e478de8d8b503abe301c5e139a141b62eb0923bd694995025f \
-    --hash=sha256:9e8b648270c613720a202d9a45ebabc33261b22c3a839b115ac5bce8c0bb0d69 \
-    --hash=sha256:9ee098171b07edba66ab69a9bf0251d3cbef654107e800feb24c0c6f30592728 \
-    --hash=sha256:a28287413351cb198b8c5ddd045c56fac1d195808642cd264d1ab50426146650 \
-    --hash=sha256:a2d78c363f97d8bd718ee40432c66395685e9e98528ccaa423c3355d1715a26d \
-    --hash=sha256:a41e758d80dc0ab8c210f641ac892009d356cf1f955d97db544c8dd317b4d14c \
-    --hash=sha256:a795d3c06e5fbf9ea2f13196180b77aeab1b4685917256ee0d014cc163d90063 \
-    --hash=sha256:aa14b01804bce36c6d63d7b6a4f55df390f29f8648cc13a1f40b166f4d54680d \
-    --hash=sha256:abf033b7e4542357659cd83ed6cd5033c43aaa1887044045ceb571528837f72f \
-    --hash=sha256:abf8c20a2d72ee69e16328b3c91342c446e723bfe48bfcc4dded3b9722ac027f \
-    --hash=sha256:b84cd4058001c9727b0e9980b7a9e66325b5ca748b1b578e822cade1bc6b304f \
-    --hash=sha256:b89d8d73c82db2bb7e6090b3afd7973f980d24e905cc34394eab60b884b3bf67 \
-    --hash=sha256:bbf00ee0cb55ec24e2b0995a71942b85b21a066db8f3f46e1dbfdb9433ffba81 \
-    --hash=sha256:c20279cd1a29800815d7b2d6338b60a6c6e78263f9d6e62e0eda251ba9cae2d0 \
-    --hash=sha256:c38510a21d5b9cf3e84c460d909e9f2a098667439fd42841bb081cab45835d68 \
-    --hash=sha256:c427c9d06d859848a69f0d928fe28b5c33a941b2265d10a0e1f15cd244f1ee33 \
-    --hash=sha256:c5d7825491bfa2d08b97e9557768987952c7b9ae687d06c3320b40a37ccb7f20 \
-    --hash=sha256:c6c64c5d02578bc4c4bca4f0aef1504de933c1d5b4ac2710b9131111459506c8 \
-    --hash=sha256:cd385a48b055bdc3630ab30e0c7fd8514a36904ec23f9cee7a65d887334a3cea \
-    --hash=sha256:d01d8e0afc55823245a3b97a79c7c77464e31ea7a7b629a4bf26f9441dc1f18e \
-    --hash=sha256:d09db0f7e8357060d3c38fc22a018aba683a796bf184360fd1a58f6fc180dc77 \
-    --hash=sha256:d619e1eed9bd4f6ed9f24cd61971aa086fa86505289628d464bcf8a2c2e3f328 \
-    --hash=sha256:d8a15813215f33fa83667bfc978b300e35669ea8bb424e970a1426bcb7bc6cca \
-    --hash=sha256:dcaa5e1451bd8751d7bd1568dfa3321c78092a52a7ecb5d1a0f18a5791e1fd00 \
-    --hash=sha256:dfb00cb7bb22099e2f64b7340fb96113639aa7260c0972af3797ace2297b936c \
-    --hash=sha256:e542b7c5af91e2123a8aabf19894319d5ec4268d2a9ffd2f239386133fc47746 \
-    --hash=sha256:e5a5290e4bf2f332fc29ce72ffb9a2fff678aaac047e2e9f5f7165cd7792e099 \
-    --hash=sha256:e6fb7e94e8fe3e4c3067bb1653a91cce7c5e83acc119fdd41501b1bf74654617 \
-    --hash=sha256:e7f10ee0bd53673bfd52b67cbce83336fe6cad90d2377b03baf66491d2bbfb91 \
-    --hash=sha256:ec8f83949028366531383603139403cac7a826e4011955813cdd640017845ce5 \
-    --hash=sha256:ef2cce266b5b0b07e19fa82e59673b81142b7a3607c8ed1254113d048ed668da \
-    --hash=sha256:f1a2ff355ece6a111ca7a20dc86df6659c9205d3fcee674ca34f2a2854fd4e73 \
-    --hash=sha256:f32fe639c39561ccc187bcae17e9271be0eb45f1c2952510d2f29b33ab577347 \
-    --hash=sha256:f4bfd8d1eb438153eff8b8cfe87f032ba65731e1ce06138b5090f745a33f6f95 \
-    --hash=sha256:f90038ab58fafb584801ca62d72384d7d5225d93c76f7b773c22fae545bd8066 \
-    --hash=sha256:fa81c5b5fe8cd6c41e3a798533b81288279e5fdbde2128f21071922764281c99 \
-    --hash=sha256:fb18fc51e813df0d9c98049e3bf2298a5495a648602040e21fa3c7329371159e
+wrapt==2.3.0 \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
+    --hash=sha256:0d3fb71e65b001adfc42684522eeccd9c21d8ba679945abc993439567b66e59f \
+    --hash=sha256:0db083387d6e75ec0be8173ecbf0e811cf60bae1cc75a815feb104167ea10d4d \
+    --hash=sha256:10461884b3014fbfc8eb7d09a93c5f246363e6711d9d881f95eb8c27fdef049f \
+    --hash=sha256:1236fa25173ca964c97422470482e9011b9e3c7ed0d75798b40b3da3b0e0e760 \
+    --hash=sha256:141ed6211286a9660d8d6702de598b43f0934b4f0eda16393f100a80f501d945 \
+    --hash=sha256:1598becd30f8f2777d18564064eb4f4dbe1ab0e05a8f09786d0ef505ac782bf3 \
+    --hash=sha256:195b1842b4122fb54e3cd3dd5b2b4aa49302a5a61da901df0481f5c97aedde84 \
+    --hash=sha256:1d6159c9b2fefec02314e1332dbbbfaf960e369dfd26bcf7f8b258b5732065b3 \
+    --hash=sha256:22cc5c0a717bd4da87018ae0bffd4c19c6fb679d3ff357216ba566ab26c76cab \
+    --hash=sha256:242b60c21e30866e6a2fa606c612b47c553fa60c0eaeeeb7797fb842ac0ce609 \
+    --hash=sha256:24da48596326ef8e448cfa837b454f638713d3531262375f00e5a9681682fc07 \
+    --hash=sha256:261f53870cd4fb2bf38f9f972c56c728fd224cb7c65721307de59d9e7e6741ae \
+    --hash=sha256:2935d5454b3f179a29b12cf390ee47246740ba2c3a7545b1b46ba31a5f2a4a0b \
+    --hash=sha256:2e49885a62ec4ee854d1b9e6371fda6afd219917225752abf729a3f36d4df9a5 \
+    --hash=sha256:379f670f45b7bb8993edd9f6fc36c6cc65edb81cffa0b504be34acb0303fff0a \
+    --hash=sha256:3873c3c5ca9f4ef91f693602eca19d1f1e7c410338df82a4ff11d826b5896a8f \
+    --hash=sha256:392158c9a7f2ab1b8699418bfc0fe6f83548788c418b27d7bf2019ad3405cebb \
+    --hash=sha256:39febbee6d77301d31da6996b152ce52452da7c7ef72aba10c2fa976dff9c295 \
+    --hash=sha256:3d1c2c1b808600d2ea808e6360910a60ed5f409a4011655e10f9164ba0a414a6 \
+    --hash=sha256:3da470536bf9645143323dd41b32db55c6f4304ad382094c1a1da8a92061e10d \
+    --hash=sha256:418f54bb09d1762db02c7009b4051149893af3153a87f92d70356703c11eea02 \
+    --hash=sha256:42869085687f0aefd57c0f636c3f9354f8ffb321a8ba9cb52d19beb796e561c5 \
+    --hash=sha256:45c9279b373d15649dfa2c2077cb3408ea1a6d3125afbdab9d6b809a66f68e14 \
+    --hash=sha256:4fa0df3bff4e7ce45759f33fd39335fe2f60477bb9ecf7b8aa41e7d07ee36a23 \
+    --hash=sha256:50f416b74d092bb9f41b424e90dd457f365f7ba4b11de62a23679769a21bd85c \
+    --hash=sha256:51a7a4181c1295774812271fbcd7c909df372bc25579d4ed9eb875caaf0ae86f \
+    --hash=sha256:54ca1d5573f69b5fe1d74f1f65799c68015e82f685efec9fd8cfa40a094c44d0 \
+    --hash=sha256:5ab559e1b2551d23d54db2a0001c6d73bad022a254639561c5f6c382a9d6c2fe \
+    --hash=sha256:5ba1e5e08ddc46130e9682b2c249f2d1dd39bda9106ed4bd401b7519f18f41bd \
+    --hash=sha256:5d221a6e6ddd302b8397433184e96b59f259f50024b854db1c411a881586b6b8 \
+    --hash=sha256:6208f302f110295d64b22a7ac96500c791bf492dce4366e622e4912b077c9687 \
+    --hash=sha256:626b69db2021aa01671ec7bbc9740e558522bd44c18cf2ce69bf3d666a014109 \
+    --hash=sha256:628f3ba8ec793a5b10a6cd8c6c6b7b55eb552abd1f3bd301336acb74c7a82dfe \
+    --hash=sha256:629d73378082c00a8173031f9fb30a3ac6abbc894a5bfdfae71fabc60642d501 \
+    --hash=sha256:646d20d413ffcd1b0a2f700076e2d0252d872dcb7754860a73e45a59ea883614 \
+    --hash=sha256:67bfe2485f50368c3fcd2275fc1fd100e350d601e0058921a7c82678a465aeab \
+    --hash=sha256:681a2d0eefd721998f90642762b8e75c2159ec531b20ad5e437245ea7b06a107 \
+    --hash=sha256:69e477046f2237ef0bc6547544ee73008dc764ca26eff44f09e976d221b34d5d \
+    --hash=sha256:6db604ef0c67bdb2042ecdfd7b7f037cf09733557ca42360d1018285634f7b98 \
+    --hash=sha256:729126e667da34d251b8ebf8a45ef0c5ddadc21542b3d6e1abf4259ece6508df \
+    --hash=sha256:73d0b10b64620a2cf4bc3d31775c4d9527e309a5549e4379e3bf71e8d2dc193e \
+    --hash=sha256:7ebb274aba688b043429eb1500ff8a76ce0cb8ac0812ca3e301f06247b8722b3 \
+    --hash=sha256:8159ec0b0cb7608175eb150de94c19e34f4d47ac655f5ca9baf45df6b688ffd3 \
+    --hash=sha256:816877aa749253149f9ecfd2635d4d948ecfa338e1a0311d187b1acb1bb8a3eb \
+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
     # via aiobotocore
-yarl==1.24.2 \
-    --hash=sha256:0063adad533e57171b79db3943b229d40dfafeeee579767f96541f106bac5f1b \
-    --hash=sha256:044a09d8401fcf8681977faef6d286b8ade1e2d2e9dceda175d1cfa5ca496f30 \
-    --hash=sha256:081c2bf54efe03774d0311172bc04fedf9ca01e644d4cd8c805688e527209bdc \
-    --hash=sha256:08d3a33218e0c64393e7610284e770409a9c31c429b078bcb24096ed0a783b8f \
-    --hash=sha256:0a6377060e7927187a42b7eb202090cbe2b34933a4eeaf90e3bd9e33432e5cae \
-    --hash=sha256:0c3063e5c0a8e8e62fae6c2596fa01da1561e4cd1da6fec5789f5cf99a8aefd8 \
-    --hash=sha256:15c0b5e49d3c44e2a0b93e6a49476c5edad0a7686b92c395765a7ea775572a75 \
-    --hash=sha256:17076578bce0049a5ce57d14ad1bded391b68a3b213e9b81b0097b090244999a \
-    --hash=sha256:1a97e42c8a2233f2f279ecadd9e4a037bcb5d813b78435e8eedd4db5a9e9708c \
-    --hash=sha256:1e831894be7c2954240e49791fa4b50c05a0dc881de2552cfe3ffd8631c7f461 \
-    --hash=sha256:204e7a61ce99919c0de1bf904ab5d7aa188a129ea8f690a8f76cfb6e2844dc44 \
-    --hash=sha256:221ce1dd921ac4f603957f17d7c18c5cc0797fbb52f156941f92e04605d1d67b \
-    --hash=sha256:246d32a53a947c8f0189f5d699cbd4c7036de45d9359e13ba238d1239678c727 \
-    --hash=sha256:2783d9226db8797636cd6896e4de81feed252d1db72265686c9558d97a4d94b9 \
-    --hash=sha256:297a2fe352ecf858b30a98f87948746ec16f001d279f84aebdbd3bd965e2f1bd \
-    --hash=sha256:2a263e76b97bc42bdcd7c5f4953dec1f7cd62a1112fa7f869e57255229390d67 \
-    --hash=sha256:2d07d21d0bc4b17558e8de0b02fbfdf1e347d3bb3699edd00bb92e7c57925420 \
-    --hash=sha256:3065657c80a2321225e804048597ad55658a7e76b32d6f5ee4074d04c50401db \
-    --hash=sha256:310fc687f7b2044ec54e372c8cbe923bb88f5c37bded0d3079e5791c2fc3cf50 \
-    --hash=sha256:33a29b5d00ccbf3219bb3e351d7875739c19481e030779f48cc46a7a71681a9b \
-    --hash=sha256:34263e2fa8fb5bb63a0d97706cda38edbad62fddb58c7f12d6acbc092812aa50 \
-    --hash=sha256:349de4701dc3760b6e876628423a8f147ef4f5599d10aba1e10702075d424ed9 \
-    --hash=sha256:36348bebb147b83818b9d7e673ea4debc75970afc6ffdc7e3975ad05ce5a58c1 \
-    --hash=sha256:374423f70754a2c96942ede36a29d37dc6b0cb8f92f8d009ddf3ed78d3da5488 \
-    --hash=sha256:3b075301a2836a0e297b1b658cb6d6135df535d62efefdd60366bd589c2c82f2 \
-    --hash=sha256:3f6d2c216318f8f32038ca3f72501ba08536f0fd18a36e858836b121b2deed9f \
-    --hash=sha256:47a55d6cf6db2f401017a9e96e5288844e5051911fb4e0c8311a3980f5e59a7d \
-    --hash=sha256:49016d82f032b1bd1e10b01078a7d29ae71bf468eeae0ea22df8bab691e60003 \
-    --hash=sha256:491ac9141decf49ee8030199e1ee251cdff0e131f25678817ff6aa5f837a3536 \
-    --hash=sha256:4b156914620f0b9d78dc1adb3751141daee561cfec796088abb89ed49d220f1a \
-    --hash=sha256:4b85b8825e631295ff4bc8943f7471d54c533a9360bbe15ebb38e018b555bb8a \
-    --hash=sha256:4da31a5512ed1729ca8d8aacde3f7faeb8843cde3165d6bcf7f88f74f17bb8aa \
-    --hash=sha256:4fb1ac3fc5fecd8ae7453ea237e4d22b49befa70266dfe1629924245c21a0c7f \
-    --hash=sha256:50713f1d4d6be6375bb178bb43d140ee1acb8abe589cd723320b7925a275be1e \
-    --hash=sha256:507cc19f0b45454e2d6dcd62ff7d062b9f77a2812404e62dbdaec05b50faa035 \
-    --hash=sha256:5249a113065c2b7a958bc699759e359cd61cfc81e3069662208f48f191b7ed12 \
-    --hash=sha256:533ded4dceb5f1f3da7906244f4e82cf46cfd40d84c69a1faf5ac506aa65ecbe \
-    --hash=sha256:5cb0f995a901c36be096ccbf4c673591c2faabbe96279598ffaec8c030f85bf4 \
-    --hash=sha256:5d699376c4ca3cba49bbfae3a05b5b70ded572937171ce1e0b8d87118e2ba294 \
-    --hash=sha256:5ec8356b8a6afcf81fc7aeeef13b1ff7a49dec00f313394bbb9e83830d32ccd7 \
-    --hash=sha256:5f3224db28173a00d7afacdee07045cc4673dfab2b15492c7ae10deddbece761 \
-    --hash=sha256:60de6742447fbbf697f16f070b8a443f1b5fe6ca3826fbef9fe70ecd5328e643 \
-    --hash=sha256:64480fb3e4d4ed9ed71c48a91a477384fc342a50ca30071d2f8a88d51d9c9413 \
-    --hash=sha256:68cf6eacd6028ef1142bc4b48376b81566385ca6f9e7dde3b0fa91be08ffcb57 \
-    --hash=sha256:6b208bb939099b4b297438da4e9b25357f0b1c791888669b963e45b203ea9f36 \
-    --hash=sha256:73e68edf6dfd5f73f9ca127d84e2a6f9213c65bdffb736bda19524c0564fcd14 \
-    --hash=sha256:7b3a85525f6e7eeabcfdd372862b21ee1915db1b498a04e8bf0e389b607ff0bd \
-    --hash=sha256:7b54b9c67c2b06bd7b9a77253d242124b9c95d2c02def5a1144001ee547dd9d5 \
-    --hash=sha256:7d37fb7c38f2b6edab0f845c4f85148d4c44204f52bc127021bd2bc9fdbf1656 \
-    --hash=sha256:7dafe10c12ddd4d120d528c4b5599c953bd7b12845347d507b95451195bb6cad \
-    --hash=sha256:7e7ebcdef69dec6c6451e616f32b622a6d4a2e92b445c992f7c8e5274a6bbc4c \
-    --hash=sha256:7f4425fa244fbf530b006d0c5f79ce920114cfff5b4f5f6056e669f8e160fdc0 \
-    --hash=sha256:810e19b685c8c3c5862f6a38160a1f4e4c0916c9390024ec347b6157a45a0992 \
-    --hash=sha256:819ca24f8eafcfb683c1bd5f44f2f488cea1274eb8944731ffd2e1f10f619342 \
-    --hash=sha256:822519b64cf0b474f1a0aaef1dc621438ea46bb77c94df97a5b4d213a7d8a8b1 \
-    --hash=sha256:8372a2b976cf70654b2be6619ab6068acabb35f724c0fda7b277fbf53d66a5cf \
-    --hash=sha256:84f9670b89f34db07f81e53aee83e0b938a3412329d51c8f922488be7fcc4024 \
-    --hash=sha256:863297ddede92ee49024e9a9b11ecb59f310ca85b60d8537f56bed9bbb5b1986 \
-    --hash=sha256:86746bef442aa479107fe28132e1277237f9c24c2f00b0b0cf22b3ee0904f2bb \
-    --hash=sha256:8ae44649b00947634ab0dab2a374a638f52923a6e67083f2c156cd5cbd1a881d \
-    --hash=sha256:8cec2a38d70edc10e0e856ceda886af5327a017ccbde8e1de1bd44d300357543 \
-    --hash=sha256:8d027d56f1035e339d1001ac33eceab5b2ec8e42e449787bb75e289fb9a5cd1d \
-    --hash=sha256:904065e6e85b1fa54d0d87438bd58c14c0bad97aad654ad1077fd9d87e8478ed \
-    --hash=sha256:91e72cf093fd833483a97ee648e0c053c7c629f51ff4a0e7edd84f806b0c5617 \
-    --hash=sha256:990de4f680b1c217e77ff0d6aa0029f9eb79889c11fb3e9a3942c7eba29c1996 \
-    --hash=sha256:9ac374123c6fd7abf64d1fec93962b0bd4ee2c19751755a762a72dd96c0378f8 \
-    --hash=sha256:a1cab588b4fa14bea2e55ebea27478adfb05372f47573738e1acc4a36c0b05d2 \
-    --hash=sha256:a296ca617f2d25fbceafb962b88750d627e5984e75732c712154d058ae8d79a3 \
-    --hash=sha256:a46d1ab4ba4d32e6dc80daf8a28ce0bd83d08df52fbc32f3e288663427734535 \
-    --hash=sha256:a4f4d6cd615823bfc7fb7e9b5987c3f41666371d870d51058f77e2680fbe9630 \
-    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215 \
-    --hash=sha256:a9532c57211730c515341af11fef6e9b61d157487272a096d0c04da445642592 \
-    --hash=sha256:abb2759733d63a28b4956500a5dd57140f26486c92b2caedfb964ab7d9b79dbf \
-    --hash=sha256:abb8ec0323b80161e3802da3150ef660b41d0e9be2048b76a363d93eee992c2b \
-    --hash=sha256:acf93187c3710e422368eb768aee98db551ec7c85adc250207a95c16548ab7ac \
-    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0 \
-    --hash=sha256:b3177bc0a768ef3bacceb4f272632990b7bea352f1b2f1eee9d6d6ff16516f92 \
-    --hash=sha256:b32c37a7a337e90822c45797bf3d79d60875cfcccd3ecc80e9f453d87026c122 \
-    --hash=sha256:b6067060d9dc594899ba83e6db6c48c68d1e494a6dab158156ed86977ca7bcb1 \
-    --hash=sha256:b975866c184564c827e0877380f0dae57dcca7e52782128381b72feff6dfceb8 \
-    --hash=sha256:c4c17bad5a530912d2111825d3f05e89bab2dd376aaa8cbc77e449e6db63e576 \
-    --hash=sha256:c557165320d6244ebe3a02431b2a201a20080e02f41f0cfa0ccc47a183765da8 \
-    --hash=sha256:cb84b80d88e19ede158619b80813968713d8d008b0e2497a576e6a0557d50712 \
-    --hash=sha256:cdfcce633b4a4bb8281913c57fcafd4b5933fbc19111a5e3930bbd299d6102f1 \
-    --hash=sha256:d162677af8d5d3d6ebab8394b021f4d041ac107a4b705873148a77a49dc9e1b2 \
-    --hash=sha256:d1dd47a22843b212baa8d74f37796815d43bd046b42a0f41e9da433386c3136b \
-    --hash=sha256:e196952aacaf3b232e265ff02980b64d483dc0972bd49bcb061171ff22ac203a \
-    --hash=sha256:e26acf20c26cb4fefc631fdb75aca2a6b8fa8b7b5d7f204fb6a8f1e63c706f53 \
-    --hash=sha256:e30dd55825dc554ec5b66a94953b8eda8745926514c5089dfcacecb9c99b5bd1 \
-    --hash=sha256:e434a45ce2e7a947f951fc5a8944c8cc080b7e59f9c50ae80fd39107cf88126d \
-    --hash=sha256:e51b2cf5ec89a8b8470177641ed62a3ba22d74e1e898e06ad53aa77972487208 \
-    --hash=sha256:e7484b9361ed222ee1ca5b4337aa4cbdcc4618ce5aff57d9ef1582fd95893fc0 \
-    --hash=sha256:e7977781f83638a4c73e0f88425563d70173e0dfd90ac006a45c65036293ee3c \
-    --hash=sha256:e89418f65eda18f99030386305bd44d7d504e328a7945db1ead514fbe03a0607 \
-    --hash=sha256:ec87ccc31bd21db7ad009d8572c127c1000f268517618a4cc09adba3c2a7f21c \
-    --hash=sha256:ee8e3fb34513e8dc082b586ef4910c98335d43a6fab688cd44d4851bacfce3e8 \
-    --hash=sha256:f408eace7e22a68b467a0562e0d27d322f91fe3eaaa6f466b962c6cfaea9fa39 \
-    --hash=sha256:f4b0352fd41fd34b6651934606268816afd6914d09626f9bcbbf018edb0afb3f \
-    --hash=sha256:f5f0cbb112838a4a293985b6ed73948a547dadcc1ba6d2089938e7abdedceef8 \
-    --hash=sha256:f5f5c6ec23a9043f2d139cc072f53dd23168d202a334b9b2fda8de4c3e890d90 \
-    --hash=sha256:f8fdbcff8b2c7c9284e60c196f693588598ddcee31e11c18e14949ce44519d45 \
-    --hash=sha256:f9312b3c02d9b3d23840f67952913c9c8721d7f1b7db305289faefa878f364c2 \
-    --hash=sha256:f9a1e9b622ca284143aab5d885848686dcd85453bb1ca9abcdb7503e64dc0056 \
-    --hash=sha256:fecd17873a096036c1c87ab3486f1aef7f269ada7f23f7f856f93b1cc7744f14
+yarl==1.24.5 \
+    --hash=sha256:0055afc45e864b92729ac7600e2d102c17bef060647e74bca75fa84d66b9ff36 \
+    --hash=sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331 \
+    --hash=sha256:0ebfaffe1a16cb72141c8e09f18cc76856dbe58639f393a4f2b26e474b96b871 \
+    --hash=sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498 \
+    --hash=sha256:17f57620f5475b3c69109376cc87e42a7af5db13c9398e4292772a706ff10780 \
+    --hash=sha256:2120b96872df4a117cde97d270bac96aea7cc52205d305cf4611df694a487027 \
+    --hash=sha256:240cbec09667c1fed4c6cd0060b9ec57332427d7441289a2ed8875dc9fb2b224 \
+    --hash=sha256:24e861e9630e0daddcb9191fb187f60f034e17a4426f8101279f0c475cd74144 \
+    --hash=sha256:2729fcfc4f6a596fb0c50f32090400aa9367774ac296a00387e65098c0befa76 \
+    --hash=sha256:2c1fe720934a16ea8e7146175cba2126f87f54912c8c5435e7f7c7a51ef808d3 \
+    --hash=sha256:2cabe6546e41dabe439999a23fcb5246e0c3b595b4315b96ef755252be90caeb \
+    --hash=sha256:2dbe06fc16bc91502bca713704022182e5729861ae00277c3a23354b40929740 \
+    --hash=sha256:3363fcc96e665878946ad7a106b9a13eac0541766a690ef287c0232ac768b6ec \
+    --hash=sha256:377fe3732edbaf78ee74efdf2c9f49f6e99f20e7f9d2649fda3eb4badd77d76e \
+    --hash=sha256:3ac6aff147deb9c09461b2d4bbdf6256831198f5d8a23f5d37138213090b6d8a \
+    --hash=sha256:3f45789ce415a7ec0820dc4f82925f9b5f7732070be1dec1f5f23ec381435a24 \
+    --hash=sha256:4103b77b8a8225e413107d2349b65eb3c1c52627b5cc5c3c4c1c6a798b218950 \
+    --hash=sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95 \
+    --hash=sha256:46c2f213e23a04b93a392942d782eb9e413e6ef6bf7c8c53884e599a5c174dcb \
+    --hash=sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928 \
+    --hash=sha256:4a36f9becdd4c5c52a20c3e9484128b070b1dcfc8944c006f3a528295a359a9c \
+    --hash=sha256:4af7b7e1be0a69bee8210735fe6dcfc38879adfac6d62e789d53ba432d1ffa41 \
+    --hash=sha256:4d97a951a81039050e45f04e96689b58b8243fa5e62aa14fe67cb6075300885e \
+    --hash=sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550 \
+    --hash=sha256:53e549287ef628fecba270045c9701b0c564563a9b0577d24a4ec75b8ab8040f \
+    --hash=sha256:56b149b22de33b23b0c6077ab9518c6dcb538ad462e1830e68d06591ccf6e38b \
+    --hash=sha256:570fec8fbd22b032733625f03f10b7ff023bc399213db15e72a7acaef28c2f4e \
+    --hash=sha256:5b8ee53be440a0cffc991a27be3057e0530122548dbe7c0892df08822fce5ede \
+    --hash=sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad \
+    --hash=sha256:5c55256dee8f4b27bfbf636c8363383c7c8db7890c7cba5217d7bd5f5f21dab6 \
+    --hash=sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104 \
+    --hash=sha256:5fede79c6f73ff2c3ef822864cb1ada23196e62756df53bc6231d351a49516a2 \
+    --hash=sha256:65be18ec59496c13908f02a2472751d9ef840b4f3fb5726f129306bf6a2a7bba \
+    --hash=sha256:66410eb6345d467151934b49bfa70fb32f5b35a6140baa40ad97d6436abea2e9 \
+    --hash=sha256:665b0a2c463cc9423dd647e0bfd9f4ccc9b50f768c55304d5e9f80b177c1de12 \
+    --hash=sha256:6b8536851f9f65e7f00c7a1d49ba7f2be0ffe2c11555367fc9f50d9f842410a1 \
+    --hash=sha256:6c95b17fe34ed802f17e205112e6e10db92275c34fee290aa9bdc55a9c724027 \
+    --hash=sha256:6e73e7fe93f17a7b191f52ec9da9dd8c06a8fe735a1ecbd13b97d1c723bff385 \
+    --hash=sha256:6efbccc3d7f75d5b03105172a8dc86d82ba4da86817952529dd93185f4a88be2 \
+    --hash=sha256:709f1efed56c4a145793c046cd4939f9959bcd818979a787b77d8e09c57a0840 \
+    --hash=sha256:79af890482fc94648e8cde4c68620378f7fef60932710fa17a66abc039244da2 \
+    --hash=sha256:7bcbe0fcf850eae67b6b01749815a4f7161c560a844c769ad7b48fcd99f791c4 \
+    --hash=sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc \
+    --hash=sha256:7ce27823052e2013b597e0c738b13e7e36b8ccb9400df8959417b052ab0fd92c \
+    --hash=sha256:7f72c74aa99359e27a2ee8d6613fefa28b5f76a983c083074dfc2aaa4ab46213 \
+    --hash=sha256:7fa5e51397466ea7e98de493fa2ff1b8193cfef8a7b0f9b4842f92d342df0dba \
+    --hash=sha256:82632daed195dcc8ea664e8556dc9bdbd671960fb3776bd92806ce05792c2448 \
+    --hash=sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0 \
+    --hash=sha256:841f0852f48fefea3b12c9dfec00704dfa3aef5215d0e3ce564bb3d7cd8d57c6 \
+    --hash=sha256:874019bd513008b009f58657134e5d0c5e030b3559bd0553976837adf52fe966 \
+    --hash=sha256:88f50c94e21a0a7f14042c015b0eba1881af78562e7bf007e0033e624da59750 \
+    --hash=sha256:89a1bbb58e0e3f7a283653d854b1e95d65e5cfd4af224dac5f02629ec1a3e621 \
+    --hash=sha256:8a6987eaad834cb32dd57d9d582225f0054a5d1af706ccfbbdba735af4927e13 \
+    --hash=sha256:8ac73abdc7ab75610f95a8fd994c6457e87752b02a63987e188f937a1fc180f0 \
+    --hash=sha256:8ccf9aca873b767977c73df497a85dbedee4ee086ae9ae49dc461333b9b79f58 \
+    --hash=sha256:90333fd89b43c0d08ac85f3f1447593fc2c66de18c3d6378d7125ea118dc7a54 \
+    --hash=sha256:92ab3e11448f2ff7bf53c5a26eff0edc086898ec8b21fb154b85839ce1d88075 \
+    --hash=sha256:9335a099ad87287c37fe5d1a982ff392fa5efe5d14b40a730b1ec1d6a41382b4 \
+    --hash=sha256:96d30286dd02679e32a39aa8f0b7498fc847fcda46cfc09df5513e82ce252440 \
+    --hash=sha256:9baafc71b04f8f4bb0703b21d6fc9f0c30b346c636a532ff16ec8491a5ea4b1f \
+    --hash=sha256:9d1216a7f6f77836617dba35687c5b78a4170afc3c3f18fc788f785ba26565c4 \
+    --hash=sha256:9d399bdcfb4a0f659b9b3788bbc89babe63d9a6a65aacdf4d4e7065ff2e6316c \
+    --hash=sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f \
+    --hash=sha256:9f4d8cf085a4c6a40fb97ea0f46938a8df43c85d31f9d45e2a8867ea9293790d \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7 \
+    --hash=sha256:a3732e66413163e72508da9eff9ce9d2846fde51fae45d3605393d3e6cd303e9 \
+    --hash=sha256:a4582acf7ef76482f6f511ebaf1946dae7f2e85ec4728b81a678c01df63bd723 \
+    --hash=sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047 \
+    --hash=sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da \
+    --hash=sha256:a8fe66b8f300da93798025a785a5b90b42f3810dc2b72283ff84a41aaaebc293 \
+    --hash=sha256:a929d878fec099030c292803b31e5d5540a7b6a31e6a3cc76cb4685fc2a2f51b \
+    --hash=sha256:ad5d8201d310b031e6cd839d9bac2d4e5a01533ce5d3d5b50b7de1ef3af1de61 \
+    --hash=sha256:af3aefa655adb5869491fa907e652290386800ae99cc50095cba71e2c6aefdca \
+    --hash=sha256:c0ebc836c47a6477e182169c6a476fc691d12b518894bf7dd2572f0d59f1c7ed \
+    --hash=sha256:c687ed078e145f5fd53a14854beff320e1d2ab76df03e2009c98f39a0f68f39a \
+    --hash=sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a \
+    --hash=sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688 \
+    --hash=sha256:d46b86567dd4e248c6c159fcbcdcce01e0a5c8a7cd2334a0fff759d0fa075b16 \
+    --hash=sha256:d693396e5aea78db03decd60aec9ece16c9b40ba00a587f089615ff4e718a81d \
+    --hash=sha256:d897129df1a22b12aeed2c2c98df0785a2e8e6e0bde87b389491d0025c187077 \
+    --hash=sha256:daba5e594f06114e37db186efd2dd916609071e59daca901a0a2e71f02b142ce \
+    --hash=sha256:dd625535328fd9882374356269227670189adfcc6a2d90284f323c05862eecbd \
+    --hash=sha256:e006d3a974c4ee19512e5f058abedb6eef36a5e553c14812bdeba1758d812e6d \
+    --hash=sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88 \
+    --hash=sha256:e2935f8c39e3b03e83519292d78f075189978f3f4adc15a78144c7c8e2a1cba5 \
+    --hash=sha256:e42d75862735da90e7fc5a7b23db0c976f737113a54b3c9777a9b665e9cbff75 \
+    --hash=sha256:e7d42c531243450ef0d4d9c172e7ed6ef052640f195629065041b5add4e058d1 \
+    --hash=sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f \
+    --hash=sha256:e8ffa78582120024f476a611d7befc123cee59e47e8309d470cf667d806e613b \
+    --hash=sha256:ebb0ec7f17803063d5aeb982f3b1bd2b2f4e4fae6751226cbd6ba1fcfe9e63ff \
+    --hash=sha256:f08c7513ecef5aad65687bfdf6bc601ae9fccd04a42904501f8f7141abad9eb9 \
+    --hash=sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f \
+    --hash=sha256:f0e466ed7511fe9d459a819edbc6c2585c0b6eabde9fa8a8947552468a7a6ef0 \
+    --hash=sha256:f141474e85b7e54998ec5180530a7cda99ab29e282fa50e0756d89981a9b43c5 \
+    --hash=sha256:f4239bbec5a3577ddb49e4b50aeb32d8e5792098262ae2f63723f916a29b1a25 \
+    --hash=sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6 \
+    --hash=sha256:f9f3e9c8a9ecffa57bef8fb4fa19e5fa4d2d8307cf6bac5b1fca5e5860f4ba00 \
+    --hash=sha256:fa139875ff98ab97da323cfadfaff08900d1ad42f1b5087b0b812a55c5a06373 \
+    --hash=sha256:fcd3b77e2f17bbe4ca56ec7bcb07992647d19d0b9c05d84886dcd6f9eb810afd \
+    --hash=sha256:fd8c81f346b58f45818d09ea11db69a8d5fd34a224b79871f6d44f12cd7977b1 \
+    --hash=sha256:fe7b7bb170daccbba19ad33012d2b15f1e7942296fd4d45fc1b79013da8cc0f2 \
+    --hash=sha256:ff330d3c30db4eb6b01d79e29d2d0b407a7ecad39cfd9ec993ece57396a2ec0d \
+    --hash=sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba \
+    --hash=sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104
     # via aiohttp
 
+httpx-sse==0.4.0 \
+    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+    # via mcp
+
 # The following packages were excluded from the output:
 # milvus-lite
 # pymilvus
+# faiss-cpu
diff --git a/sdk/python/requirements/py3.12-requirements.txt b/sdk/python/requirements/py3.12-requirements.txt
index 5b14feb4cfa..3ae800a8f74 100644
--- a/sdk/python/requirements/py3.12-requirements.txt
+++ b/sdk/python/requirements/py3.12-requirements.txt
@@ -1,200 +1,165 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile -p 3.12 --no-strip-extras pyproject.toml --generate-hashes --output-file sdk/python/requirements/py3.12-requirements.txt
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
+annotated-doc==0.0.5 \
+    --hash=sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101 \
+    --hash=sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb
     # via fastapi
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
+annotated-types==0.8.0 \
+    --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
+    --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anyio==4.14.0 \
-    --hash=sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89 \
-    --hash=sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9
+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \
+    --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f
     # via
     #   starlette
     #   watchfiles
-ast-serialize==0.5.0 \
-    --hash=sha256:061ee58bdb52341c8201a6df41182a977736bae3b7ded87ca7176ca25a8a47ab \
-    --hash=sha256:0668aa9459cfa8c9c49ddd2163ebcf43088ba045ef7492af6fe22e0098303101 \
-    --hash=sha256:104e4a35bd7c124173c41760ef9aaea17ddb3f86c65cb643671d59afbe3ee94c \
-    --hash=sha256:143a4ef63285a075871908fda3672dc21864b83a8ec3ee12304aa3e4c5387b9a \
-    --hash=sha256:16db7c62ec0b8efe1d7afd283a388d8f74f2605d56032e5a37747d2de8dba027 \
-    --hash=sha256:1943db345233cc7194a470f13afa9c59772c0b123dea0c9414c4d4ca54369759 \
-    --hash=sha256:239a4c354e8d676e9d94631d1d4a64edc6b266f86ff3a5a80aedd344f342c01d \
-    --hash=sha256:2782c36237c46dd1674542f2109740ea5ea485a169bf1431939ada0434e17934 \
-    --hash=sha256:27d51654fc240a1e87e742d353d98eb45b75f62f129086b3596ab53df2ac2a43 \
-    --hash=sha256:36be371028fc1675acb38a331bde160dbab7ff907fdf00b67eb6911aa106951b \
-    --hash=sha256:5499e8797edff2a9186aa313ed382c6b422e798e9332d9953badcee6e69a88f2 \
-    --hash=sha256:5880091bfe6f4f986f22866375c2e884843e7a0b6343ae41aeea659613d879b6 \
-    --hash=sha256:6848f2a093fb5548751a9a09bff8fcd229e2bbeb0e3331f391b6ae6d26cd9903 \
-    --hash=sha256:787baedb0262cc49e8ce37cc15c00ae818e46a165a3b36f5e21ed174998104cb \
-    --hash=sha256:7d1a2de9de5be04652f0ed60738356ef94f66db37924a9499fffe98dc491aa0b \
-    --hash=sha256:832d4c998e0b091fd60a6d6bceee535483c4d490de9ba85003af835225719261 \
-    --hash=sha256:842d1c004bb466c7df036f95fabef789570541922b10976b12f5592a69cf0b38 \
-    --hash=sha256:8f5c14f169eb0972c0c21bada5358b23d6047c76583b005234f865b11f1fa00a \
-    --hash=sha256:92a31c9c20d25a076edaeec76b128a3535d74a24f340b9a8a7e96c9b86dc9642 \
-    --hash=sha256:9cc22cf0c9be65e71cf88fda130af60d61eb4a79370ad4cfe7900d48a4aa2211 \
-    --hash=sha256:b0c06d760909b095cc466356dfccd05a1c7233a6ca191c020dca2c6a6f16c24c \
-    --hash=sha256:b15219e9cdc9f53f6f4cb51c009203507228226148c05c5e8fe451c28b435eb3 \
-    --hash=sha256:b54f60c1d78767a53b67eaa663f0dfac3afe606aa07f1301572f588b73d64809 \
-    --hash=sha256:b725026bafa801dbd7310eb13a75f0a2e370e7e51b2cb225f9d21fcfadf919ee \
-    --hash=sha256:baf5eb061eb5bccade4128ad42da33787d72f6013809cd1b590376ece8b3c937 \
-    --hash=sha256:be5173fb66f9b49026d9d5a2ff0fc7c7009077107c0eb285b2d60fdf1fe10bd1 \
-    --hash=sha256:bf683d6363edf2b39eed6b6d4fe22d34b6203867a67e27134d9e2a2680c4bc4a \
-    --hash=sha256:cae65289fc456fde04af979a2be09302ef5d8ab92ef23e596d6746dc267ada27 \
-    --hash=sha256:cf25572c526add400f26a4750dc6ce0c3bb93fc1f75e7ae0cad4ce4f2cd5c590 \
-    --hash=sha256:df1c00022cbbcb064bfaa505aa9c9295362443ce5dacb459d1331d3da353f887 \
-    --hash=sha256:e42d729ef2be96a14efbad355093284739e3670ece3e534f82cc8832790911d9 \
-    --hash=sha256:f66173891548c9f2726bf27957b41cabce12fa679dc6da505ddbde4d4b3b31cf \
-    --hash=sha256:f8015cd071ac1339924ee2b8098c93e00e155f30a16f40ec9816fcf84f4753f6
+ast-serialize==0.6.0 \
+    --hash=sha256:0067b25fce104eaae5b88383de9ab803faeb671831e14ca698b771b356e2600f \
+    --hash=sha256:085de7f62dc9cc247eb01e965a362707d1d90b1d89a82c5bf78301a60a3c417b \
+    --hash=sha256:093cb8bb91b720d8523580498d031791bb1bbaa048599c3d21085d380e11a596 \
+    --hash=sha256:113b58346f9ceb664352032770caca817d4a3c86f611c6088e6ef65ddaa70f0e \
+    --hash=sha256:13b7769970a39983b0adf2f38917b1cd3b8946f76df045756c3d741bc689f089 \
+    --hash=sha256:2d947e45cafc4b09bd7528917fa84c517654a43de173c79785574b7b3068ac24 \
+    --hash=sha256:305802f2ce2a7c4e87835078ea85c58b586ddda8095b92fe2ead9364ae19c80a \
+    --hash=sha256:32ef62ec34cf6be20ad77d4799556638fbdf187f3ae10698dfb20ef9f2c89516 \
+    --hash=sha256:3ae22a366b752ab4496191525b78b097b5b72d531752e3c1dd7e383a8f2c8a1a \
+    --hash=sha256:4d6ef91590258ada18909b9caea344dac4de2013906b035473cd674a43f4b790 \
+    --hash=sha256:4ed29121da8b3fdc291002801a1de0f76248fa07dce89157a5f277842cf6126e \
+    --hash=sha256:5337cb256dcea3df9288205213d1601581536526b8f4da44b6974f1180f3252a \
+    --hash=sha256:577a6c189068686869f5f1ddc38363f3ae1808a4753b577266f9202071a7bb66 \
+    --hash=sha256:6e15ec740436e1a0d62de848641abe5f3a2f89a7f94907d534795ac91bbacf14 \
+    --hash=sha256:6f7a408601bb3edaefb3bc67a4c01f5235e3253653b6a5729a2ee2382b35341c \
+    --hash=sha256:82c312a7844d2fdeb4d5c48bd3d215bf940dafd4704e1a9bcf252a99010a99b1 \
+    --hash=sha256:8670bfa51208a2c0c8d138928e40e998fab158f9200d53bb80c088b5b8eda7b8 \
+    --hash=sha256:897ac47b5637be41c0c07061c8a912fafa967ef1dc73fa115e4bfa70882a093b \
+    --hash=sha256:9f8a8b78b13173de6a9ec22111d9be674874cd5bdccda04f14ae5ebc2bef403a \
+    --hash=sha256:a14191beec7e0c078d2fc1f6edc0aee88bcd4db9f18e1bc9f8052b559c22dddc \
+    --hash=sha256:a4826809eb8597a8cd59fd924b6d7c285b8969a1e0007e2cb652cab62376270f \
+    --hash=sha256:a7520b672827885bafeae7501f684d14d47d17e5f45256f9df547686cca52264 \
+    --hash=sha256:aadd3ffcf4858c9726bf3515f7b199c7eadbe504f96028e4a87172c0da65a8fe \
+    --hash=sha256:b1dac4e09d341c1300ba69cdcbe62867b32a8c75d90db9bf4d083bec3b039f0b \
+    --hash=sha256:c4af9a1386166e40ed01464991806f89038a2d89782576c7774876fa77034e32 \
+    --hash=sha256:c617417f9cbb0cb144f6283c3cbe0d2e0f01beaf9f608f662b21191058a626ec \
+    --hash=sha256:c7b8b8f0c42f752ea00b2b7d7c090b3f80d9c1c5c75cadf16423790a0cc74081 \
+    --hash=sha256:c901adbd750029b9ac4ad3d6aa56853e0ad4875119fbf52b7b8298afc223828b \
+    --hash=sha256:ccd132fe8db56f61fe743b1f644d01b8d65b83248a8da506f3132bda86d6ed5e \
+    --hash=sha256:cd5b91b9e6f2356ace3a556963b0cd783b395fbbb0bb17b4defc283415466e77 \
+    --hash=sha256:cdc4e6f930b9090c2f92c9036ad12ffb8e6e44d4a5ba06f1458a05d60f203f7b \
+    --hash=sha256:dcbed41e9386059fc0261d602445ede0976c2ecec2939688bcbcb9ed0b6f28b7 \
+    --hash=sha256:e61580a69faf47e3689795367ed211f2a10fd741478cc0f36a0f128793360aad \
+    --hash=sha256:f2ff3baffc3a29c1f15bc9098aa0c09763410262d5e6cef42116f7356c184554
     # via mypy
 attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via feast (pyproject.toml)
-bigtree==1.5.0 \
-    --hash=sha256:1917d90a8bd464289a56e34842cb04d3a8131e6d532352afd33fa822fa397fcb \
-    --hash=sha256:8b0c99b8088b33087f6e16ba71af72480b7543d1b8544a66b10d160a2e1160f3
+bigtree==1.5.3 \
+    --hash=sha256:47879c5d80f4e0d50f2c8818d3b80fc58af24b5372608223aac25e5580ac0ed8 \
+    --hash=sha256:81169329ec92dfab7d8df9d61d85d8dea8b8512fbf073fbc95badc21eadcd14f
     # via feast (pyproject.toml)
-certifi==2026.6.17 \
-    --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
-    --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
+certifi==2026.7.22 \
+    --hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
+    --hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
     # via requests
-charset-normalizer==3.4.7 \
-    --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
-    --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
-    --hash=sha256:07d9e39b01743c3717745f4c530a6349eadbfa043c7577eef86c502c15df2c67 \
-    --hash=sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4 \
-    --hash=sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0 \
-    --hash=sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c \
-    --hash=sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5 \
-    --hash=sha256:12a6fff75f6bc66711b73a2f0addfc4c8c15a20e805146a02d147a318962c444 \
-    --hash=sha256:12d8baf840cc7889b37c7c770f478adea7adce3dcb3944d02ec87508e2dcf153 \
-    --hash=sha256:14265bfe1f09498b9d8ec91e9ec9fa52775edf90fcbde092b25f4a33d444fea9 \
-    --hash=sha256:16d971e29578a5e97d7117866d15889a4a07befe0e87e703ed63cd90cb348c01 \
-    --hash=sha256:177a0ba5f0211d488e295aaf82707237e331c24788d8d76c96c5a41594723217 \
-    --hash=sha256:1a87ca9d5df6fe460483d9a5bbf2b18f620cbed41b432e2bddb686228282d10b \
-    --hash=sha256:1c2a768fdd44ee4a9339a9b0b130049139b8ce3c01d2ce09f67f5a68048d477c \
-    --hash=sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a \
-    --hash=sha256:1dc8b0ea451d6e69735094606991f32867807881400f808a106ee1d963c46a83 \
-    --hash=sha256:1efde3cae86c8c273f1eb3b287be7d8499420cf2fe7585c41d370d3e790054a5 \
-    --hash=sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7 \
-    --hash=sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb \
-    --hash=sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c \
-    --hash=sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1 \
-    --hash=sha256:2cd4a60d0e2fb04537162c62bbbb4182f53541fe0ede35cdf270a1c1e723cc42 \
-    --hash=sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab \
-    --hash=sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df \
-    --hash=sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e \
-    --hash=sha256:320ade88cfb846b8cd6b4ddf5ee9e80ee0c1f52401f2456b84ae1ae6a1a5f207 \
-    --hash=sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18 \
-    --hash=sha256:36836d6ff945a00b88ba1e4572d721e60b5b8c98c155d465f56ad19d68f23734 \
-    --hash=sha256:38c0109396c4cfc574d502df99742a45c72c08eff0a36158b6f04000043dbf38 \
-    --hash=sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110 \
-    --hash=sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18 \
-    --hash=sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44 \
-    --hash=sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d \
-    --hash=sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48 \
-    --hash=sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e \
-    --hash=sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5 \
-    --hash=sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d \
-    --hash=sha256:4e5163c14bffd570ef2affbfdd77bba66383890797df43dc8b4cc7d6f500bf53 \
-    --hash=sha256:511ef87c8aec0783e08ac18565a16d435372bc1ac25a91e6ac7f5ef2b0bff790 \
-    --hash=sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c \
-    --hash=sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b \
-    --hash=sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116 \
-    --hash=sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d \
-    --hash=sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10 \
-    --hash=sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6 \
-    --hash=sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2 \
-    --hash=sha256:6370e8686f662e6a3941ee48ed4742317cafbe5707e36406e9df792cdb535776 \
-    --hash=sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a \
-    --hash=sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265 \
-    --hash=sha256:66671f93accb62ed07da56613636f3641f1a12c13046ce91ffc923721f23c008 \
-    --hash=sha256:6696b7688f54f5af4462118f0bfa7c1621eeb87154f77fa04b9295ce7a8f2943 \
-    --hash=sha256:6785f414ae0f3c733c437e0f3929197934f526d19dfaa75e18fdb4f94c6fb374 \
-    --hash=sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246 \
-    --hash=sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e \
-    --hash=sha256:6e0d51f618228538a3e8f46bd246f87a6cd030565e015803691603f55e12afb5 \
-    --hash=sha256:6ed74185b2db44f41ef35fd1617c5888e59792da9bbc9190d6c7300617182616 \
-    --hash=sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15 \
-    --hash=sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41 \
-    --hash=sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960 \
-    --hash=sha256:750e02e074872a3fad7f233b47734166440af3cdea0add3e95163110816d6752 \
-    --hash=sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e \
-    --hash=sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72 \
-    --hash=sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7 \
-    --hash=sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8 \
-    --hash=sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b \
-    --hash=sha256:813c0e0132266c08eb87469a642cb30aaff57c5f426255419572aaeceeaa7bf4 \
-    --hash=sha256:82b271f5137d07749f7bf32f70b17ab6eaabedd297e75dce75081a24f76eb545 \
-    --hash=sha256:84c018e49c3bf790f9c2771c45e9313a08c2c2a6342b162cd650258b57817706 \
-    --hash=sha256:8751d2787c9131302398b11e6c8068053dcb55d5a8964e114b6e196cf16cb366 \
-    --hash=sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb \
-    --hash=sha256:87fad7d9ba98c86bcb41b2dc8dbb326619be2562af1f8ff50776a39e55721c5a \
-    --hash=sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e \
-    --hash=sha256:8e385e4267ab76874ae30db04c627faaaf0b509e1ccc11a95b3fc3e83f855c00 \
-    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f \
-    --hash=sha256:94e1885b270625a9a828c9793b4d52a64445299baa1fea5a173bf1d3dd9a1a5a \
-    --hash=sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1 \
-    --hash=sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66 \
-    --hash=sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356 \
-    --hash=sha256:a6c5863edfbe888d9eff9c8b8087354e27618d9da76425c119293f11712a6319 \
-    --hash=sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4 \
-    --hash=sha256:adb2597b428735679446b46c8badf467b4ca5f5056aae4d51a19f9570301b1ad \
-    --hash=sha256:ae196f021b5e7c78e918242d217db021ed2a6ace2bc6ae94c0fc596221c7f58d \
-    --hash=sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5 \
-    --hash=sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7 \
-    --hash=sha256:aef65cd602a6d0e0ff6f9930fcb1c8fec60dd2cfcb6facaf4bdb0e5873042db0 \
-    --hash=sha256:af21eb4409a119e365397b2adbaca4c9ccab56543a65d5dbd9f920d6ac29f686 \
-    --hash=sha256:b14b2d9dac08e28bb8046a1a0434b1750eb221c8f5b87a68f4fa11a6f97b5e34 \
-    --hash=sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49 \
-    --hash=sha256:bb8cc7534f51d9a017b93e3e85b260924f909601c3df002bcdb58ddb4dc41a5c \
-    --hash=sha256:bc17a677b21b3502a21f66a8cc64f5bfad4df8a0b8434d661666f8ce90ac3af1 \
-    --hash=sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e \
-    --hash=sha256:bd9b23791fe793e4968dba0c447e12f78e425c59fc0e3b97f6450f4781f3ee60 \
-    --hash=sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0 \
-    --hash=sha256:c0f081d69a6e58272819b70288d3221a6ee64b98df852631c80f293514d3b274 \
-    --hash=sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d \
-    --hash=sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0 \
-    --hash=sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae \
-    --hash=sha256:c593052c465475e64bbfe5dbd81680f64a67fdc752c56d7a0ae205dc8aeefe0f \
-    --hash=sha256:cdd68a1fb318e290a2077696b7eb7a21a49163c455979c639bf5a5dcdc46617d \
-    --hash=sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe \
-    --hash=sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3 \
-    --hash=sha256:cf29836da5119f3c8a8a70667b0ef5fdca3bb12f80fd06487cfa575b3909b393 \
-    --hash=sha256:d4a48e5b3c2a489fae013b7589308a40146ee081f6f509e047e0e096084ceca1 \
-    --hash=sha256:d560742f3c0d62afaccf9f41fe485ed69bd7661a241f86a3ef0f0fb8b1a397af \
-    --hash=sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44 \
-    --hash=sha256:d61f00a0869d77422d9b2aba989e2d24afa6ffd552af442e0e58de4f35ea6d00 \
-    --hash=sha256:d635aab80466bc95771bb78d5370e74d36d1fe31467b6b29b8b57b2a3cd7d22c \
-    --hash=sha256:dca4bbc466a95ba9c0234ef56d7dd9509f63da22274589ebd4ed7f1f4d4c54e3 \
-    --hash=sha256:dd915403e231e6b1809fe9b6d9fc55cf8fb5e02765ac625d9cd623342a7905d7 \
-    --hash=sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd \
-    --hash=sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e \
-    --hash=sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b \
-    --hash=sha256:e17b8d5d6a8c47c85e68ca8379def1303fd360c3e22093a807cd34a71cd082b8 \
-    --hash=sha256:e5f4d355f0a2b1a31bc3edec6795b46324349c9cb25eed068049e4f472fb4259 \
-    --hash=sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859 \
-    --hash=sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46 \
-    --hash=sha256:e80c8378d8f3d83cd3164da1ad2df9e37a666cdde7b1cb2298ed0b558064be30 \
-    --hash=sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b \
-    --hash=sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46 \
-    --hash=sha256:ed065083d0898c9d5b4bbec7b026fd755ff7454e6e8b73a67f8c744b13986e24 \
-    --hash=sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a \
-    --hash=sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24 \
-    --hash=sha256:f22dec1690b584cea26fade98b2435c132c1b5f68e39f5a0b7627cd7ae31f1dc \
-    --hash=sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215 \
-    --hash=sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063 \
-    --hash=sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832 \
-    --hash=sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6 \
-    --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
-    --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
+charset-normalizer==3.4.9 \
+    --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \
+    --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \
+    --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \
+    --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \
+    --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \
+    --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \
+    --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \
+    --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \
+    --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \
+    --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \
+    --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \
+    --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \
+    --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \
+    --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \
+    --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \
+    --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \
+    --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \
+    --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \
+    --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \
+    --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \
+    --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \
+    --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \
+    --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \
+    --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \
+    --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \
+    --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \
+    --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \
+    --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \
+    --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \
+    --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \
+    --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \
+    --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \
+    --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \
+    --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \
+    --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \
+    --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \
+    --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \
+    --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \
+    --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \
+    --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \
+    --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \
+    --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \
+    --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \
+    --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \
+    --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \
+    --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \
+    --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \
+    --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \
+    --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \
+    --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \
+    --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \
+    --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \
+    --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \
+    --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \
+    --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \
+    --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \
+    --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \
+    --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \
+    --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \
+    --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \
+    --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \
+    --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \
+    --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \
+    --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \
+    --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \
+    --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \
+    --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \
+    --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \
+    --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \
+    --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \
+    --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \
+    --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \
+    --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \
+    --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \
+    --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \
+    --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \
+    --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \
+    --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \
+    --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \
+    --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \
+    --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \
+    --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \
+    --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \
+    --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \
+    --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \
+    --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \
+    --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \
+    --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \
+    --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \
+    --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \
+    --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \
+    --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \
+    --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115
     # via requests
-click==8.4.1 \
-    --hash=sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2 \
-    --hash=sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96
+click==8.4.2 \
+    --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -207,21 +172,21 @@ colorama==0.4.6 \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
     # via feast (pyproject.toml)
-dask[dataframe]==2026.6.0 \
-    --hash=sha256:1539859071065dca379ca592ff76e911cd7965dc466da0040354ab466179189b \
-    --hash=sha256:ae3436bd31ebce2be75edf952bd1fc687a1f11ec03fe8b1bec2903d222344a45
+dask[dataframe]==2026.7.1 \
+    --hash=sha256:5727484427665f051e86bf87d021a64d6411141cdc8a20bfe3c1ad2968cc06b7 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
     # via feast (pyproject.toml)
 dill==0.3.9 \
     --hash=sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a \
     --hash=sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c
     # via feast (pyproject.toml)
-fastapi==0.138.0 \
-    --hash=sha256:b6f54fd1bd72c80b0f899f172c61a600f6f7af9b43d4d772a018f35624048cb0 \
-    --hash=sha256:d445a4877636ad191e7053e08c9bf98cb921a6756776848400bb773d1740c061
+fastapi==0.141.0 \
+    --hash=sha256:5567705c791fa33202dabd1860df1d1650a7b1bf373378198d7b0675c9574618 \
+    --hash=sha256:cae32222bdc8b2805c4d3deb4e024b381ea2a6f2de7febfe3a9a73a9c29c2e5e
     # via feast (pyproject.toml)
-fsspec==2026.6.0 \
-    --hash=sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1 \
-    --hash=sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279 \
+    --hash=sha256:c803c40f4cf860b49dea58ee3e1c33cb9c790520e233537e1340049f89b82a88
     # via dask
 gunicorn==26.0.0 \
     --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
@@ -295,97 +260,99 @@ jinja2==3.1.6 \
     --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
     # via feast (pyproject.toml)
-librt==0.11.0 \
-    --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \
-    --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \
-    --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \
-    --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \
-    --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \
-    --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \
-    --hash=sha256:0d1029d7e1ae1a7e647ed6fb5df8c4ce2dffefb7a9f5fd1376a4554d96dac09f \
-    --hash=sha256:0dc56b1f8d06e60db362cc3fdae206681817f86ce4725d34511473487f12a34b \
-    --hash=sha256:0ef69ac715f3cd8e5cd252cb2aebfa72c015492aacc339d5d7bf8fef3c62c677 \
-    --hash=sha256:11bd19822431cc21af9f27374e7ae2e58103c7d98bda823536a6c47f6bb2bb3d \
-    --hash=sha256:137e79445c896a0ea7b265f52d23954e05b64222ee1af69e2cb34219067cbb67 \
-    --hash=sha256:140695816ddf3c86eb972981a26f35efd871c44b0c3aed44c8cd01749386617f \
-    --hash=sha256:22bdf239b219d3993761a148ffa134b19e52e9989c84f845d5d7b71d70a17412 \
-    --hash=sha256:258d73a0aa66a055e65b2e4d1b8cdb23b9d132c5bb915d9547d804fcaed116cc \
-    --hash=sha256:28edb433edde181112a908c78907af28f964eabc15f4dd16c9d66c834302677c \
-    --hash=sha256:2b481d846ac894c4e8403c5fd0e87c5d11d6499e404b474602508a224ff531c8 \
-    --hash=sha256:2f10cf143e4a9bb0f4f5af568a00df94a2d69ef41c2579584454bb0fe5cc642c \
-    --hash=sha256:32bcc918c0148eb7e3d57385125bac7e5f9e4359d05f07448b09f6f778c2f31c \
-    --hash=sha256:40071fc5fe0ce8daa6de616702314a01e1250711682b0523d6ab8d4525910cb3 \
-    --hash=sha256:41dc19fe150b69716c8ece4f76773a9e8813fe3e35e032a58b4d46423fb8d7c0 \
-    --hash=sha256:461bbceede621f1ffb8839755f8663e886087ee7af16294cab7fb4d782c62eeb \
-    --hash=sha256:46c60b61e308eb535fbd6fa622b1ee1bb2815691c1ad9c98bf7b84952ec3bc8d \
-    --hash=sha256:4a017a95e5837dc15a8c5661d60e05daa96b90908b1aa6b7acdf443cd25c8ebd \
-    --hash=sha256:4a9a237d13addb93715b6fee74023d5ee3469b53fce527626c0e088aa585805f \
-    --hash=sha256:4ce1f21fbe589bc1afd7872dece84fb0e1144f794a288e58a10d2c54a55c43be \
-    --hash=sha256:4e8bd98ea9c47ae90b319a087ab28dac493f1ffbc1ecd1f28fcdbf3b7e1108d1 \
-    --hash=sha256:4ee278c769a713638cdacd4c0436d72156e75df3ebc0166ab2b9dc43acc386c9 \
-    --hash=sha256:557183ddc36babe46b27dd60facbd5adb4492181a5be887587d57cda6e092f21 \
-    --hash=sha256:5ba067f4aadae8fda802d91d2124c90c42195ff32d9161d3549e6d05cfe26f96 \
-    --hash=sha256:5d63c855d86938d9de93e265c9bd8c705b51ec494de5738340ee93767a686e4b \
-    --hash=sha256:5ddd17bd87b2c56ddd60e546a7984a2e64c4e8eab92fb4cf3830a48ad5469d51 \
-    --hash=sha256:621db29691044bdeda22e789e482e1b0f3a985d90e3426c9c6d17606416205ea \
-    --hash=sha256:624a40c4a4ad7773315c287276cd024509b2c66ff5904f504bfc08d2c70293ab \
-    --hash=sha256:65ac3bc20f78aa0ee5ae84baa68917f89fef4af63e941084dd019a0d0e749f0c \
-    --hash=sha256:6bd72d903911d995ab666dbd1871f8b1e80925a699af8063fbf50053329fb05f \
-    --hash=sha256:6bf14feb84b05ae945277395451998c89c54d0def4070eb5c08de544930b245a \
-    --hash=sha256:6e94ebfcfa2d5e9926d6c3b9aa4617ffc42a845b4321fb84021b872358c82a0f \
-    --hash=sha256:75672f0bc524ede266287d532d7923dbce94c7514ad07627bac3d0c6d92cc4d9 \
-    --hash=sha256:7753e57d6e12d019c0d8786f1c09c709f4c3fcc57c3887b24e36e6c06ec938b7 \
-    --hash=sha256:78dc31f7fdfe9c9d0eb0e8f42d139db230e826415bbcabd9f0e9faaaee909894 \
-    --hash=sha256:78fddc31cd4d3caa897ad5d31f856b1faadc9474021ad6cb182b9018793e254e \
-    --hash=sha256:7a80a71e1fda83cc752a9141e87aae7fef279538597564d670e9ce513f286192 \
-    --hash=sha256:7aef3cf1d5af86e770ab04bfd993dfc4ae8b8c17f66fb77dd4a7d50de7bbb1a3 \
-    --hash=sha256:7c39513d8b7477a2e1ed8c43fc21c524e8d5a0f8d4e8b7b074dbdbe7820a08e2 \
-    --hash=sha256:7da327dacd7be8f8ec36547373550744a3cc0e536d54665cd83f8bcd961200e8 \
-    --hash=sha256:7e82e642ab0f7608ce2fe53d76ca2280a9ee33a1b06556142c7c6fe80a86fc33 \
-    --hash=sha256:83d3e1f72bd42f6c5c0b7daec530c3f829bd02db42c70b8ddf0c2d90a2459930 \
-    --hash=sha256:84308fc49423ce6475d1c5d1985cd69a8ca9f0325fc7d5f81bb690a3f3625d4e \
-    --hash=sha256:88145c15c67731d54283d135b03244028c750cc9edc334a96a4f5950ebdb2884 \
-    --hash=sha256:8ca8aa88751a775870b764e93bad5135385f563cb8dcee399abf034ea4d3cb47 \
-    --hash=sha256:902e546ff044f579ff1c953ff5fce97b636fe9e3943996b2177710c6ef076f73 \
-    --hash=sha256:92f7ff819c197fc30473190a12c2856f325ac90aabfccbeb2072d28cc2e234e3 \
-    --hash=sha256:936c5995f3514a42111f20099397d8177c79b4d7e70961e396c6f5a0a3566766 \
-    --hash=sha256:93d95bd45b7d58343d8b90d904450a545144eec19a002511163426f8ab1fae29 \
-    --hash=sha256:94663a21534637f0e787ec2a2a756022df6e5b7b2335a5cdd7d8e33d68a2af89 \
-    --hash=sha256:96f044bb325fd9cf1a723015638c219e9143f0dfbc0ca54c565df2b7fc748b44 \
-    --hash=sha256:970b09f7044ea2b64c9da42fd3d335666518cfd1c6e8a182c95da73d0214b41e \
-    --hash=sha256:993f028be9e96a08d31df3479ac80d99be374d17f3b78e4796b3fd3c913d4e89 \
-    --hash=sha256:9bc0ca6ad9381cbe8e4aa6e5726e4c80c78115a6e9723c599ed1d73e092bc49d \
-    --hash=sha256:9c028a9442a18e266955d364ce42259136e79a7ba14d773e0d778d5f70cd56f1 \
-    --hash=sha256:9d36a51b3d93320b686588e27123f4995804dbf1bce81df78c02fc3c6eea9280 \
-    --hash=sha256:9f1692105a02bcf853f355032a5fdc5494358ef83d8fd22d16de375c85cec3f5 \
-    --hash=sha256:a9010e2ed5b3a9e158c5fd966b3ab7e834bb3d3aacc8f66c91dd4b57a3799230 \
-    --hash=sha256:aa0dd688aab3f7914d3e6e5e3554978e0383312fb8e771d84be008a35b9ee548 \
-    --hash=sha256:ab73e8db5e3f564d812c1f5c3a175930a5f9bc96ccb5e3b22a34d7858b401cf7 \
-    --hash=sha256:ae627397a2f351560440d872d6f7c8dbb4072e57868e7b2fc5b8b430fe489d45 \
-    --hash=sha256:aea3caa317752e3a466fa8af45d91ee0ea8c7fdd96e42b0a8dd9b76a7931eba1 \
-    --hash=sha256:b1ecbd9819deccc39b7542bf4d2a740d8a620694d39989e58661d3763458f8d4 \
-    --hash=sha256:b87504f1690a23b9a2cca841191a04f83895d4fc2dd04df91d82b1a04ca2ad46 \
-    --hash=sha256:bc3ce6b33c5828d9e80592011a5c584cb2ce86edbc4088405f70da47dc1d1b3b \
-    --hash=sha256:bd43992b4473d42f12ff9e68326079f0696d9d4e6000e8f39a0238d482ba6ee2 \
-    --hash=sha256:c1f708d8ae9c56cf38a903c44297243d2ec83fd82b396b977e0144a3e76217e3 \
-    --hash=sha256:cae74872be221df4374d10fec61f93ed1513b9546ea84f2c0bf73ab3e9bd0b03 \
-    --hash=sha256:cca6644054e78746d8d4ef238681f9c34ff8b584fe6b988ecebb8db3b15e622a \
-    --hash=sha256:d00f3ac06a2a8b246327f11e186a53a100a4d5c7ed52346367e5ec751d51586c \
-    --hash=sha256:d1b36540d7aaf9b9101b3a6f376c8d8e9f7a9aec93ed05918f2c69d493ffef72 \
-    --hash=sha256:d2277a05f6dcb9fd13db9566aac4fabd68c3ea1ea46ee5567d4eef8efa495a2f \
-    --hash=sha256:d5b0eea49f5562861ee8d757a32ef7d559c1d35be2aaaa1ec28941d74c9ffc8a \
-    --hash=sha256:dc329359321b67d24efdf4bc69012b0597001649544db662c001db5a0184794c \
-    --hash=sha256:de3bf945454d032f9e390b85c4072e0a0570bf825421c8be0e71209fa65e1abe \
-    --hash=sha256:dec7db73758c2b54953fd8b7fe348c45188fe26b39ee18446196edd08453a5d4 \
-    --hash=sha256:dee008f20b542e3cd162ba338a7f9ec0f6d23d395f66fe8aeeec3c9d067ea253 \
-    --hash=sha256:efbb343ab2ce3540f4ecbe6315d677ed70f37cd9a72b1e58066c918ca83acbaa \
-    --hash=sha256:f230cb1cbc9faaa616f9a678f530ebcf186e414b6bcbd88b960e4ba1b92428d5 \
-    --hash=sha256:f37aa505b3cf60701562eddb32df74b12a9e380c207fd8b06dd157a943ac7ea0 \
-    --hash=sha256:f5fb36b8c6c63fdcbb1d526d94c0d1331610d43f4118cc1beb4efef4f3faacb2 \
-    --hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \
-    --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \
-    --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \
-    --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa
+librt==0.13.0 \
+    --hash=sha256:05d96b80b95d3a2721b619f8982b8558848b04875bb4772fd54842b59f61dd97 \
+    --hash=sha256:0763ca2ab66058174f9dee426dc64f5e0a89c24a7df8d3fe3f1836c04e25de4b \
+    --hash=sha256:091b60a4d2174fc1ec5c34cdc0b72efb6224753d76b7da61ebeab7a191aec8bd \
+    --hash=sha256:0b795f5fc70fbbb787ceaf79bb3a0d627bcc33c53de51741755263ec406b775a \
+    --hash=sha256:0d38604854e8d22faadf683ec6c02bb0f886e2ba56ef981a1c36ee275f21ea22 \
+    --hash=sha256:109b84a9edf69ad89dc1f66358659e14a031baca95e3e5b0060bd903ede8efd6 \
+    --hash=sha256:1304368a3e7ffc3e9db986796cc5326fdb5943a3567ecc137cff318e4240c0e7 \
+    --hash=sha256:17221a7569f8f292aa0014226e48aa25b8c2b08da18088cd230953d0ea0f9cd1 \
+    --hash=sha256:1b5a7bbff495baedbd9b916c367d66854008f8f3b575908ded477c499dc60082 \
+    --hash=sha256:1ce61b3746545029d4f5c17d6bd74b676254ad98433086c846ffb5e8fa73f007 \
+    --hash=sha256:1d2a610c14ac0d0750ee0a3ab8548e83155258387891caaca04def4bf7289781 \
+    --hash=sha256:21b7ac084f701a9cdff6139745a6620579d65a9379ac2d9d50a86368b109e63c \
+    --hash=sha256:22034924f5b42d5a56371cf271771bfeaabf235a7a8b6264bef2d20013f786c6 \
+    --hash=sha256:25218d94b1d2cbc0ba1d8a3f9dc9af578d9646e5ed16443a70cde1dfdcce6d71 \
+    --hash=sha256:2608d3b39f9e0b4a66a130d9150c615cba40a5090d25eeeaa225e0e46de8c0ac \
+    --hash=sha256:260c33e92263fa629b4f6d3c51967a1c2158fe6c33237aaa3ebeac586b085259 \
+    --hash=sha256:2e56ea4ee4df77585a6b5c138f6538680886024fa559f5b55bd14b12e98e67b2 \
+    --hash=sha256:2f281549a4c52ac7bb97997f14353f8bd0e53a34ca0dad1c905cfd0b4a58ae99 \
+    --hash=sha256:301067672387902c55f94b51d5022304b36c966ea9fe1f21caab99a9bef487c9 \
+    --hash=sha256:30536798f4504c0fad0885b1d371b0539abb081e4570c9d7c641cb51141b49f0 \
+    --hash=sha256:32c26893cd085c1efe83219e78d866da23fb20a066101b8f68210004361d224c \
+    --hash=sha256:34bc7938b9fdf14fe32a406c19c71faf894c5cee7e7474bd0be2f17200b82d14 \
+    --hash=sha256:34e47058fcc69a313293d6dee94216a4f30c929ae6f2476e58c5ba635aa639d5 \
+    --hash=sha256:3657346f867469e962549435aa05fd15330b1d6a92829f8e27988e194382d005 \
+    --hash=sha256:36b306a623aaad96fe4b378692b54f9c0789fccd833b9851753d5fbf6138cfde \
+    --hash=sha256:371f7ce73026815dafd51c50ce38416e91428b28c4b2ec97cd39271164b0045c \
+    --hash=sha256:375f5af8f99cbaa99dd293af986e3d57caabc9ba81a5d3f021603764854197a1 \
+    --hash=sha256:387e2f1d27e89bffe0d3f520f0da0662c973fd607ca16c1808f8a5085419485e \
+    --hash=sha256:3aaedf52171bee90860704c560bc798fe83b76247df47568e0197e9b13c735a0 \
+    --hash=sha256:3dbb2a31882456cadc7053378e81ad7ed7693db4ac9f98ab5f81ef034aa8ec9f \
+    --hash=sha256:4000d961ff9598ac6ea603c6c836a5ed49bc205ade5fc378b998dfe1e2c36628 \
+    --hash=sha256:40ccd13c252d3fe473ffc8a57be7565abc8b64cf1b108344c859d5164f7f3e0c \
+    --hash=sha256:46c330e82565962c761dbce7941be2cff7db674ee807455a8d0cadc5f9b759b0 \
+    --hash=sha256:4f6db193d2e5e0ed60359b9a5a682cd67205d0d3b1e459a867dd4b5c4e7eaa7a \
+    --hash=sha256:531b2df3e9fe96b1fcf73a6d165921e4656be5f58d631d384ebce344298368db \
+    --hash=sha256:54dab44a847d5ad1acd05c8a83fe518ae685516ecf4d3f7cc6e3df2a66767650 \
+    --hash=sha256:5929da1981a46bcf4b28b1b9499905f0ff58e2419da402a048234e9783acbc4b \
+    --hash=sha256:5f31b0aa13c9b04370d4da6be1ab7779776b3a075cceb6747a39a4be85fe1e40 \
+    --hash=sha256:5fdcf34f86de8fb66d7dc7589f96ba91c4aa46671200d400e6fd6f109a483f18 \
+    --hash=sha256:66c0e7e6b02a155576df2c77ec933a70b72da726e248c494abf690923e624348 \
+    --hash=sha256:66cb1138f384a191a6d75f986064841fcfdc0cea98f7bd9c9ab9b38049917588 \
+    --hash=sha256:68a5faee4bba381cb93b5961f684a514cf0053cb92308ff9c792c2fea0b174c6 \
+    --hash=sha256:6bf6a559ffe4a93bbea6cf31ddf01a7fd9ba342ef51f27beb178e318b74acd61 \
+    --hash=sha256:70d9c62a4cffd9f23396cd5ef93fc5d11b31596b9b7d6306074abe3d5fcf09bd \
+    --hash=sha256:791aa18a373b90da8ac3c44fc77544f33fdf53ae403acdce9b39f1c26b4a3b94 \
+    --hash=sha256:79e44cff71750d299d61a678e49995b0d5935a9cda238c2574daeca3ba536927 \
+    --hash=sha256:7db9a3ff32ef5f7d1703d93831a3316cdf0b537de6a1cc03cc8fdd09b9194e89 \
+    --hash=sha256:860bd1d8ba48456ce08feaf8d343a8aaeb2fa086f2bcaa2a923fa3f7a3ff9aa3 \
+    --hash=sha256:9320d34c3376ae204b2cd176e8d4883a013934e0aef822f1aed9c536490c275d \
+    --hash=sha256:93d24ebb82aa4420b1409c389e7857bc35bd0b668007ac8172427d5c73cc8cc5 \
+    --hash=sha256:94b85d664d777bab6c0d709416cb42938251fda9e221b79e3a2215d85df5f4f9 \
+    --hash=sha256:96bad8725a4f196a798366c25ce075d1f7543a4ec045ffc13e6a7ec095cdab04 \
+    --hash=sha256:9af313c66157a69dc69ea0059a66961692250e0dc95af9c385a48ffb770a0d16 \
+    --hash=sha256:9c5d02b89de5acd0379a51ec44a89476fb03df6145442e1c8ecd6bee2f91b176 \
+    --hash=sha256:9e786428f291dd2d2f1cbfc0e0caa45a2e395fab0ad3e2c9314daa8873414390 \
+    --hash=sha256:9f836c37478f167a81200d8c8b2c920a22224564bed2c23d7aeec760965c367a \
+    --hash=sha256:9fd35e95ab5e45c3901d37110263c7db85a961110f5460588fe37f8c131f88a7 \
+    --hash=sha256:a001519c315d5db40710f2665d32c4791f1d4779fc96a9423fd18d92c8b9ac7b \
+    --hash=sha256:a3762e75fcac8c9e4dacaaf438bffd9003e2ca2c531b756f3c0035deefa674c8 \
+    --hash=sha256:a38fb81d8376dfa2f8963b265fec07637802b0d01e2a127c19c66cb070fb24f5 \
+    --hash=sha256:a3dfe4edf10e8ed7e55b026a8bfc2c2a8704218b659cd4bffdf604fab966dc39 \
+    --hash=sha256:a4517d47b2b8af26975a406fba7d314de9696d864252e0257c6ea90238cfe27f \
+    --hash=sha256:a468951af16155824e88bdd8326ebe5bdb371f3ec0ac04642994b98201d914f3 \
+    --hash=sha256:a6e556d6aba31c93dd97ce661d66614d2429c0a3923f9dc8f0af7e8df10223a4 \
+    --hash=sha256:ac04bcd3328eb91d99dfedf6a60d9c1f15d3434e6f6daf922f0420f7d90b85c7 \
+    --hash=sha256:ae01d8512cc17079e53425635327dbf3f7ff57a42c00dec348bf79791c56444c \
+    --hash=sha256:b15e26cc0fe622d0c67e98bee6ef6bc8f792e20ee3006aa12627a00463d9399f \
+    --hash=sha256:b222493da6e7b6199db9bd79502436cf5a27da3c1f7fa83c7e285444fc93fd03 \
+    --hash=sha256:c3cd253cf32fe4f4662960d6bf7d55cb8be0c31a5d644a4d48aeafebaff3409a \
+    --hash=sha256:c6014e3c80f9c1fe268ef8b0e0ef113bac672cc032f2f93866e7ddad4f3e663d \
+    --hash=sha256:c718e99a0992127af84385378460db624103b559ab260435abcfe77a4e4ed1c1 \
+    --hash=sha256:c7897db4e95e22468bdda33d8e012ceacd0182abf001e6389d763f0def6286b9 \
+    --hash=sha256:cb8a1adce42d8b75485a5d56a9623a50bcab995b6079f1dac59fc44034dd93d9 \
+    --hash=sha256:cc99dfb62b23c9207c33d0be8a2e2af7a42e21e6ea388b380a0c948c7b88953b \
+    --hash=sha256:d4c8d9bd5abce34b2e75edb3bf37ab0f34e49b1f915a40ae8468eb7c85bc5b46 \
+    --hash=sha256:d4cb6fbfdf874340ab5e51450753c0f817b6958a3621125ee695bbc3de866566 \
+    --hash=sha256:d63bae12a8aeb51380be3438e4dc4bd27354d0f8e19166b2f44e3e94d6f552dc \
+    --hash=sha256:d6fb0eaa108814581c4d3bfbd068c3fb6757812a81415008d1bae08267cca360 \
+    --hash=sha256:d9188caac26e47671b52836a5e2a49873a7fc11c673b0c122d22515f98bc14e1 \
+    --hash=sha256:db327e7271e653c32040b85ae6188059c924b57d7e1e29f935523fa017cd4e82 \
+    --hash=sha256:dbdd5b6509d0c2a8fe72cf494c299a61dbd58142a90a4190664ae159e4a7b547 \
+    --hash=sha256:e4f9b472e7d308d94b62c801982065661158c6ed02790d6c7ddb4337cea0f9c1 \
+    --hash=sha256:e54a315caf843c8d77e388cadc56ea9ded569935ee2d2347d7ea94992e5aa6fa \
+    --hash=sha256:f125f5d46b20f89dc5587a55cc416b4ba2a5b2ffda36d048ee120e17598a653a \
+    --hash=sha256:f19e181de5b3a1148bb3420b8c4b0b0ea0fce6950099724ad151d6cea5acc180 \
+    --hash=sha256:f1f9cc4d09a46d9cb3c2063ae100629d3f52a6517c3c08c2f4c9828261883929 \
+    --hash=sha256:f26629539d4893c2957a16c41bb058e1e135c1f150f6a2e25ed047f64cf3f5c6 \
+    --hash=sha256:f2a7253458e34f33543551394ae4fe104b497ec2a65ac266074de64c1df82e37 \
+    --hash=sha256:f40e56b61b41be5f7dec938cfeffd660668cf4b5e72c78e7bd671d66b7bc2c79 \
+    --hash=sha256:f442e3954b1addc759faae22a7c9a3f1e16d7d1db3f484279dc27d62e06968fa \
+    --hash=sha256:fadc63331f4388c3dc90090448f682a7e9feafc11481391c1e94f2f907a3976e \
+    --hash=sha256:fc67741da44c6eaa90e01eafb586bbba9b51eb5b6ed381ee6f5ae72eb3316d21
     # via mypy
 locket==1.0.0 \
     --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \
@@ -591,101 +558,102 @@ mmh3==5.2.1 \
     --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \
     --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b
     # via feast (pyproject.toml)
-mypy==2.1.0 \
-    --hash=sha256:022c771234936ceac541ebaf836fe9e2abeb3f5e09aff21588fe543ff006fe21 \
-    --hash=sha256:0b1a5260c95aa443083f9ed3592662941951bca3d4ca224a5dc517c38b7cf666 \
-    --hash=sha256:11a6beb180257a805961aea9ec591bbd0bd17f1e18d35b8456d57aee5bedfedc \
-    --hash=sha256:1a293c534adb55271fef24a26da04b855540a8c13cc07bc5917b9fd2c394f2ca \
-    --hash=sha256:20509760fd791c51579d573153407d226385ec1f8bcce55d730b354f3336bc22 \
-    --hash=sha256:244358bf1c0da7722230bce60683d52e8e9fd030554926f15b747a84efb5b3af \
-    --hash=sha256:35aac3bb114e03888f535d5eb51b8bafbb3266586b599da1940f9b1be3ec5bd5 \
-    --hash=sha256:3712c20deed54e814eaaa825603bada8ea1c390670a397c95b98405347acc563 \
-    --hash=sha256:47cebf61abde7c088a4e27718a8b13a81655686b2e9c251f5c0915a802248166 \
-    --hash=sha256:498207db725cec88829a6a5c2fc771205fd043719ef98bc49aba8fb9fc4e6d57 \
-    --hash=sha256:49890d4f76ac9e06ec117f9e09f3174da70a620a0c300953d8595c926e80947f \
-    --hash=sha256:4ec7c57657493c7a75534df2751c8ae2cda383c16ecc55d2106c54476b1b16f6 \
-    --hash=sha256:4f910fe825376a7b66ef7ca8c98e5a149e8cd64c19ae71d84047a74ee060d4e6 \
-    --hash=sha256:5431d42af987ebd92ba2f71d45c85ed41d8e6ca9f5fd209a69f68f707d2469e5 \
-    --hash=sha256:5fdf2941a07434af755837d9880f7d7d25f1dacb1af9dcd4b9b66f2220a3024e \
-    --hash=sha256:6753d0c1fdd6b1a23b9e4f283ce80b2153b724adcb2653b20b85a8a28ac6436b \
-    --hash=sha256:7354c5a7f69d9345c3d6e69921d57088eea3ddeeb6b20d34c1b3855b02c36ec2 \
-    --hash=sha256:7406f4d048e71e576f5356d317e5b0a9e666dfd966bd99f9d14ca06e1a341538 \
-    --hash=sha256:761be68e023ef5d94678772396a8af1220030f80837a3afd8d0aef3b419666f4 \
-    --hash=sha256:767fe8c66dc3e01e19e1737d4c38ebefead16125e1b8e58ad421903b376f5c65 \
-    --hash=sha256:7d5e5cad0efeba72b93cd17490cc0d69c5ac9ca132994fe3fb0314808aeeb83e \
-    --hash=sha256:81e76ad12c2d804512e9b13240d1588316531bfba07558286078bfbce9613633 \
-    --hash=sha256:82208da9e09414d520e912d3e462d454854bed0810b71540bb016dcbca7308fd \
-    --hash=sha256:8de55a8c861f2a49331f807be98d90caeceeef520bde13d43a160207f8af613e \
-    --hash=sha256:8ef78c1d306bbf9a8a12f526c44902c9c28dffd6c52c52bf6a72641ce18d3849 \
-    --hash=sha256:98ebb6589bb3b6d0c6f0c459d53ca55b8091fbc13d277c4041c885392e8195e8 \
-    --hash=sha256:a663814603a5c563fb87a4f96fb473eeb30d1f5a4885afcf44f9db000a366289 \
-    --hash=sha256:a683016b16fe2f572dc04c72be7ee0504ac1605a265d0200f5cea695fb788f41 \
-    --hash=sha256:aea7f7a8a55b459c34275fc468ada6ca7c173a5e43a68f5dbe588a563d8a06b8 \
-    --hash=sha256:b33b6cd332695bba180d55e717a79d3038e479a2c49cc5eb3d53603409b9a5d7 \
-    --hash=sha256:b84802e7b5a6daf1f5e15bc9fcd7ddae77be13981ffab037f1c67bb84d67d135 \
-    --hash=sha256:bf03e12003084a67395184d3eb8cbd6a489dc3655b5664b28c210a9e2403ab0b \
-    --hash=sha256:c209a90853081ff01d01ee895cafe10f7db1474e0d95beaeef0f6c1db9119bbd \
-    --hash=sha256:c90345fc182dc363b891350457ec69c35140858538f38b4540845afcc32b1aef \
-    --hash=sha256:c989640253f0d76843e9c6c1bbf4bd48c5e85ada61bde4beb37cb3eca035685e \
-    --hash=sha256:d57a90ae5e872138a425ec328edbc9b235d1934c4377881a33ec05b341acc9a8 \
-    --hash=sha256:d8161b6ff4392410023224f0969d17db93e1e154bc3e4ba62598e720723ae211 \
-    --hash=sha256:e0210d626fc8b31ccc90233754c7bc90e1f43205e85d96387f7db1285b55c398 \
-    --hash=sha256:e195b817c13f02352a9c124301f9f30f078405444679b6753c1b96b6eed37285 \
-    --hash=sha256:e583edc957cfb0deb142079162ae826f58449b116c1d442f2d91c69d9fced081 \
-    --hash=sha256:e79ebc1b904b84f0310dff7469655a9c36c7a68bddb37bdd42b67a332df61d08 \
-    --hash=sha256:ecfe70d43775ab99562ab128ce49854a362044c9f894961f68f898c23cb7429d \
-    --hash=sha256:fcaa0e479066e31f7cceb6a3bea39cb22b2ff51a6b2f24f193d19179ba17c389 \
-    --hash=sha256:ff715050c127d724fd260a2e666e7747fdd83511c0c47d449d98238970aef780
+mypy==2.3.0 \
+    --hash=sha256:04e617030eca5221909c8b7d8d7fd1c637948199aa2100b2ad9813feb07e1491 \
+    --hash=sha256:094af99f92638aa92852326188b85a89e50f4a472f44827c03362228482f0762 \
+    --hash=sha256:09abd66d8685e73f8f7d17b847c3e104d9a7b164a8706ea87d6c96a3d45816d5 \
+    --hash=sha256:0b025a93cffb9781d231f232be07a17912f35f10a313c24f301c81e842870654 \
+    --hash=sha256:13b1b16e2fa39f3b2e33fb1c468abc7a69369fa2e886b4b87b5afc81472325cd \
+    --hash=sha256:1c6c6bf687b17f90dbfcad95b960d32eaa0154c00da45f03ab50bf8952e047fe \
+    --hash=sha256:1fa8d916ac3b705af733c4c1e6c9ebe38fd0d52beb15b105c3e8355b55e6ecdc \
+    --hash=sha256:28e1e2af8cd8fff551fd30f2fe4b03fb76764ac8b1ba6c6a1bd00ad32b412db3 \
+    --hash=sha256:2d53fc67b9d28a43c6199077f49fea0f05839e36cf6158500331c9549225e5a5 \
+    --hash=sha256:3419d00717afbc5265b50dd14b1278f29ea4884dd398ab67873489ac093fd329 \
+    --hash=sha256:37fa4de896a84e2dc9200d91e614c22563b43d1a266789d4bbac7b22ebe6192b \
+    --hash=sha256:3961a4a34b05f7c74b0f05aa51fbfe99a2d1e126038df40318d15c8f558b7ef3 \
+    --hash=sha256:3dd0bed92c4bdec57c42505b96416fb9e6a5aa7be84d2809bcd5f2ecec2860d7 \
+    --hash=sha256:3e77244df3843048c3f927182916730e40c124cbaa43905c1fb86cb382aa0805 \
+    --hash=sha256:4359424140d985192c778c1ce2c114a10c1ca58a381ed79cfa70d37df94b299f \
+    --hash=sha256:465965d41cd9a2726694e983e8ce7113259327bec798115d1e1dfa2a52fb666e \
+    --hash=sha256:56c184d2c20ca6b6378d58d1960270a767f41f5e44acbbd27f05effef4f4e1d7 \
+    --hash=sha256:5e91adad1ca81742ac7ef9893959911df867752206b37135185e88dfb3c89494 \
+    --hash=sha256:691fdc37132b1ae628d834f672e74de83462d9fb4aff621835767fb43a8dd373 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88 \
+    --hash=sha256:6f99ec626e3c3a2f7c0b22c5b90ddb5dabb1c18729c971e9bdaca1f1766d2cee \
+    --hash=sha256:7247eb2824f996722a949530183394921ca71deb9680052a338cf53cff7925c2 \
+    --hash=sha256:75b0984bb3cbd76bb5c9291a8671f7ae66ca3b51c7584c358fc2e923259f0757 \
+    --hash=sha256:75cbb4b9ef04a0c84a957f07abc4504fbf64b8dcc145675101f2d3a78a4b1d6a \
+    --hash=sha256:7da939dd335cfd2ad788bdfd081c9f4e47634ab995e5a45eb15fd1e5bc052f8b \
+    --hash=sha256:85c5385b93012ffa3b31479ab579aef5415f4f3a32c6cf1ae07a984d2a0ff461 \
+    --hash=sha256:91ad22a52ae2c7e621c2f67c94d5a17f66b3209a4cff5cf8a573579835c69e97 \
+    --hash=sha256:944c665d984157cb96a679dfb7a4a81dd1d36b24b9c284b699514e6e626b82d4 \
+    --hash=sha256:9559ab18a9c9957dfa3004ab57cd4bac5f26a724329a9584e583367f0c2e1117 \
+    --hash=sha256:982e3d53dd23d0a4cef67dd66791fdbede0cf38f9eb617bf47663554c51e1e36 \
+    --hash=sha256:99ac767cc5d3b64c8d0ae226ead10c96694f94e4e7da1668642225dcd4e75aac \
+    --hash=sha256:adebc76aab4f3495a88b41d48aa4aff0c03f2822501da76625afcca5975f19e5 \
+    --hash=sha256:aec15d465d477558fd842757b487849007311cf3897849cdda0e3162ac0ac556 \
+    --hash=sha256:b1942b9314d4c784b8ea1dbab4972603290e5dd5630f06675f13aec97526bc4c \
+    --hash=sha256:b352b7e49f5e6576009e8df730e1ff4f915cb565b851b396d2ffe2f5a6f5da88 \
+    --hash=sha256:b5cd2f027a972a4a5f2278a11fac9747f5f81a53a30b714d74950b6807e55568 \
+    --hash=sha256:be51653d7669d7d7955d613b8d0bb57d5b652eaf71a873ddf65ac87254dd2595 \
+    --hash=sha256:cfca8ee88544090f86b6dcce05ec55d66eb48a762412ac2507810ba4bd793b6f \
+    --hash=sha256:d78fcf900b59cb7e82cb7e3a235e31b462d9333d92285bd1e4952d355b8ffba1 \
+    --hash=sha256:de121747278144fc9ae7caa2e978cf5df12aebc82933182f5b3b86081a30baef \
+    --hash=sha256:de6d2c484742a4d7b0ed6d07b143375624d3b899c5749c7b3c947f56261f48a6 \
+    --hash=sha256:ea317b060ce83e26050f8f9e4d7d6bf44ed7597c8ff9990bccffbb9d1d8522db \
+    --hash=sha256:f1b3a98dfd21058bc759bb3337d5d1f61d0fdf9f3cf9c00f4291790fb5427bff \
+    --hash=sha256:f4ed18f111bfe2d599bca7468e7f9251042c1c2118f762c8de2766a56d773c60 \
+    --hash=sha256:fbc00cee7bdbb9291979ddc9d08034a29dfcda4932628c9bbc28c1edd589df0c
     # via sqlalchemy
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
     --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
     # via mypy
-numpy==2.5.0 \
-    --hash=sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865 \
-    --hash=sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988 \
-    --hash=sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd \
-    --hash=sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c \
-    --hash=sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22 \
-    --hash=sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6 \
-    --hash=sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b \
-    --hash=sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927 \
-    --hash=sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446 \
-    --hash=sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9 \
-    --hash=sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03 \
-    --hash=sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e \
-    --hash=sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748 \
-    --hash=sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561 \
-    --hash=sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60 \
-    --hash=sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2 \
-    --hash=sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c \
-    --hash=sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731 \
-    --hash=sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5 \
-    --hash=sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303 \
-    --hash=sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2 \
-    --hash=sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4 \
-    --hash=sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0 \
-    --hash=sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e \
-    --hash=sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab \
-    --hash=sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826 \
-    --hash=sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a \
-    --hash=sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9 \
-    --hash=sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8 \
-    --hash=sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca \
-    --hash=sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a \
-    --hash=sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54 \
-    --hash=sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2 \
-    --hash=sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be \
-    --hash=sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21 \
-    --hash=sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd \
-    --hash=sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a \
-    --hash=sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd \
-    --hash=sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c \
-    --hash=sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73 \
-    --hash=sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6 \
-    --hash=sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7 \
-    --hash=sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9 \
-    --hash=sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa
+numpy==2.5.1 \
+    --hash=sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2 \
+    --hash=sha256:09e9bfd8d2cf479c7d174804fb3811c53a8e9f20a37444008606b57d6b7a826d \
+    --hash=sha256:0bfebd8695f9863592fe744be833a258120b14a9f39da255e8aa8fade2c0ddd1 \
+    --hash=sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b \
+    --hash=sha256:1c6759f538fb912fc46de0a6b1758ccf7b57bc7c7ebebc23974fdac3de8db0cd \
+    --hash=sha256:224ca51130ef7da85bea2191625181cb4f337f9cb64b471f10c1a12aa8b60077 \
+    --hash=sha256:24d0eb82c0541d3415a33425db64ae439dffccd7b4dbcb30e7c35120205c506a \
+    --hash=sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e \
+    --hash=sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277 \
+    --hash=sha256:30b44a6b53a7ae63c54c089a8726e5563ed302716c5b7ccc85afade40b0e7ff6 \
+    --hash=sha256:32985c896d897419ef8da6917872d80b78ad0ea26d85b23245c7366ffde76d75 \
+    --hash=sha256:3935f3b419b244a02732676fa5317a9193cc596a4c0646db07e5b421229ac9f7 \
+    --hash=sha256:4939237038ada79308dda3204ac6462df056b5672b2e25db1149cf873668b3e1 \
+    --hash=sha256:4b4ff1608417eb7a59da7b967bbb798cacfe071d2caf526a24281cd562072ed9 \
+    --hash=sha256:54ad769f17bc2d833b620851989f62054fb9ab93c969d9e1dc3c8e3d56beea21 \
+    --hash=sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca \
+    --hash=sha256:5a4c988b38d261deeeaad9954e3deb091ad905c94e8bb6708654ef1d97f286b0 \
+    --hash=sha256:5a6db61f9aaa57e369905c67d852045d3c4f7126405b29d09b19dec118e9c9cb \
+    --hash=sha256:6165343f81b56ef8f514f396989e529b61d9dc709b99421b07e9f3e698e2287d \
+    --hash=sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75 \
+    --hash=sha256:6c3fe51bc6a16453d452997053454f309e8e0ed7b42d6b361ce4ac8c32913d74 \
+    --hash=sha256:6eab239876581b2b3c5a242281b6007bbdbcd1c7085d7709bb57c5929b11e6bf \
+    --hash=sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0 \
+    --hash=sha256:7c786fe9a5bbe360022e584c5a34cf6b54265c71bd7ec8ac3d8fec38968071f8 \
+    --hash=sha256:83ce9c80d5b521b0d77ddcbe5447c218d247929b6cc056ca5351342accfff0af \
+    --hash=sha256:9726558e8db4a5bf7929a70ae50f63abda4daf0efe810e3bfbab95976f75fc1a \
+    --hash=sha256:99d5095fa265a0c4152e7bb12759e14381ef5496152f1ce58f44bdf55c44beb4 \
+    --hash=sha256:a33276be12fa045805f477f22482088b66bb758ffbe89a9d21457de863a32e22 \
+    --hash=sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3 \
+    --hash=sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1 \
+    --hash=sha256:ab84dc6b074fa881cae55bea94cc4f68e285181ba7f32497bf7dee6b1496165b \
+    --hash=sha256:ab87a91b3cc3382b8956095bd8f95e00cf679bb81554339be1a2ba404a1473c1 \
+    --hash=sha256:c12afb53450fa976d4c681c50a7423729a4c51c0465ed9f32b8a9cabbc472373 \
+    --hash=sha256:caf3e317d33d60c37986b452613f4ab51246d0691350c03d0cb4a898627f4a95 \
+    --hash=sha256:dc932a65ded7ce9013d120845a2514dcccb1a67bfc8deb8d37633762951904a6 \
+    --hash=sha256:e68d8dd1e7eba712948f2053a29ec86917bc70ba1358df869d9f06649ef9cf09 \
+    --hash=sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9 \
+    --hash=sha256:e8c11c405efc5ff6816d5983c96cdfa215bab3428961243af3ff59b228490438 \
+    --hash=sha256:efd736408cc97c79b9e6917338dfc8f06013b2274f992e96b1d9a81a71e2a2c2 \
+    --hash=sha256:f089d7b00756190aacf1f5d34bdf38c3c430ac82b4f868f8cede73380460fce7 \
+    --hash=sha256:f2479a47f8d5932d1718168a681ad6e536a9df484c83cfcf9de365e164537ace \
+    --hash=sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3 \
+    --hash=sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2 \
+    --hash=sha256:f7feb014281029e628ba2d5a007407443b06e418b6fe451d1e2adcbc8eba0107
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -800,57 +768,50 @@ psutil==7.2.2 \
     --hash=sha256:eed63d3b4d62449571547b60578c5b2c4bcccc5387148db46e0c2313dad0ee00 \
     --hash=sha256:fd04ef36b4a6d599bbdb225dd1d3f51e00105f6d48a28f006da7f9822f2606d8
     # via feast (pyproject.toml)
-pyarrow==24.0.0 \
-    --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \
-    --hash=sha256:04920d6a71aabd08a0417709efce97d45ea8e6fb733d9ca9ecffb13c67839f68 \
-    --hash=sha256:0b3537c00fb8d384f15ac1e79b6eb6db04a16514c8c1d22e59a9b95c8ba42868 \
-    --hash=sha256:1183baeb14c5f587b1ec52831e665718ce632caab84b7cd6b85fd44f96114495 \
-    --hash=sha256:14e31a3c9e35f1ab6356c6378f6f72830e6d2d5f1791df3774a7b097d18a6a1e \
-    --hash=sha256:1617043b99bd33e5318ae18eb2919af09c71322ef1ca46566cdafc6e6712fb66 \
-    --hash=sha256:1a4e45017efbf115032e4475ee876d525e0e36c742214fbe405332480ecd6275 \
-    --hash=sha256:1b2fe7f9a5566401a0ef2571f197eb92358925c1f0c8dba305d6e43ea0871bb3 \
-    --hash=sha256:1cc9057f0319e26333b357e17f3c2c022f1a83739b48a88b25bfd5fa2dc18838 \
-    --hash=sha256:2392d954fcb920f42d230284b677605e4e2fbb11f2821e823e642abd67fbb491 \
-    --hash=sha256:25ea65d868eb04015cd18e6df2fbe98f07e5bda2abefabcb88fce39a947716f6 \
-    --hash=sha256:295f0a7f2e242dabd513737cf076007dc5b2d59237e3eca37b05c0c6446f3826 \
-    --hash=sha256:2f16197705a230a78270cdd4ea8a1d57e86b2fdcbc34a1f6aebc72e65c986f9a \
-    --hash=sha256:35405aecb474e683fb36af650618fd5340ee5471fc65a21b36076a18bbc6c981 \
-    --hash=sha256:38be1808cdd068605b787e6ca9119b27eb275a0234e50212c3492331680c3b1e \
-    --hash=sha256:3a577bd840ca83f646f0a625dbc571dba7044c43c2d1503afc378b570954345c \
-    --hash=sha256:3b13dedfe76a0ad2d1d859b0811b53827a4e9d93a0bcb05cf59333ab4980cc7e \
-    --hash=sha256:418e48ce50a45a6a6c73c454677203a9c75c966cb1e92ca3370959185f197a05 \
-    --hash=sha256:55a3bc1e3df3b5567b7d27ef551b2283f0c68a5e86f1cd56abc569da4f31335b \
-    --hash=sha256:6165461f55ef6314f026de6638d661188e3455d3ec49834556a0ebbdbace18bb \
-    --hash=sha256:61a3d7eaa97a14768b542f3d284dc6400dd2470d9f080708b13cd46b6ae18136 \
-    --hash=sha256:6233c9ed9ab9d1db47de57d9753256d9dcffbf42db341576099f0fd9f6bf4810 \
-    --hash=sha256:641f795b361874ac9da5294f8f443dfdbee355cf2bd9e3b8d97aaac2306b9b37 \
-    --hash=sha256:644a246325b8c69c595ad1dd4b463eba4b0cdb731370e4a86137d433208d6147 \
-    --hash=sha256:6f066b179d68c413374294bc1735f68475457c933258df594443bb9d88ddc2a0 \
-    --hash=sha256:7986f1fa71cee060ad00758bcc79d3a93bab8559bf978fab9e53472a2e25a17b \
-    --hash=sha256:7c2b98645d576a0b9616892ead22b64a83a5f043c5e2ca15ebcefcb5b70c80cb \
-    --hash=sha256:806f24b4085453c197a5078218d1ee08783ebbba271badd153d1ae22a3ee804f \
-    --hash=sha256:85fe721a14dd823aca09127acbb06c3ca723efbd436c004f16bca601b04dcc83 \
-    --hash=sha256:8adc8e6ce5fccf5dc707046ae4914fd537def529709cc0d285d37a7f9cd442ca \
-    --hash=sha256:9700ebd9a51f5895ce75ff4ac4b3c47a7d4b42bc618be8e713e5d56bacf5f931 \
-    --hash=sha256:9b18371ad2f44044b81a8d23bc2d8a9b6a6226dca775e8e16cfee640473d6c5d \
-    --hash=sha256:a964266397740257f16f7bb2e4f08a0c81454004beab8ff59dd531b73610e9f2 \
-    --hash=sha256:adbbedc55506cbdabb830890444fb856bfb0060c46c6f8026c6c2f2cf86ae795 \
-    --hash=sha256:ae8a1145af31d903fa9bb166824d7abe9b4681a000b0159c9fb99c11bc11ad26 \
-    --hash=sha256:b0e131f880cda8d04e076cee175a46fc0e8bc8b65c99c6c09dff6669335fde74 \
-    --hash=sha256:b196eb3f931862af3fa84c2a253514d859c08e0d8fe020e07be12e75a5a9780c \
-    --hash=sha256:b7d9a514e73bc42711e6a35aaccf3587c520024fe0a25d830a1a8a27c15f4f57 \
-    --hash=sha256:bec9373df11544592b0ba7ec2af0e35059e5f0e7647c6183a854dedd193298f1 \
-    --hash=sha256:c42ab9439498270139cc63e18847a02afe5c8b3ed9c931266533cfe378bd3591 \
-    --hash=sha256:c91d00057f23b8d353039520dc3a6c09d8608164c692e9f59a175a42b2ae0c19 \
-    --hash=sha256:d3e0b61e8efb24ed38898e5cdc5fffa9124be480008d401a1f8071500494ae42 \
-    --hash=sha256:d7027eba1df3b2069e2e8d80f644fa0918b68c46432af3d088ddd390d063ecde \
-    --hash=sha256:d8ddd2768da81d3ee08cfea9b597f4abb4e8e1dc8ae7e204b608d23a0d3ab699 \
-    --hash=sha256:e3268e43984d0b1a185c89b4cfff282a7ead12fc93f56cfd7088bdbcbe727041 \
-    --hash=sha256:e4505fc6583f7b05ab854934896bcac8253b04ac1171a77dfb73efef92076d91 \
-    --hash=sha256:e56a1ffe9bf7b727432b89104cc0849c21582949dd7bdcb34f17b2001a351a76 \
-    --hash=sha256:e6f1278ee4785b6db21229374a1c9e54ec7c549de5d1efc9630b6207de7e170b \
-    --hash=sha256:f7616236ec1bc2b15bfdec22a71ab38851c86f8f05ff64f379e1278cf20c634a \
-    --hash=sha256:fb24ac194bfc5e86839d7dcd52092ee31e5fe6733fe11f5e3b06ef0812b20072
+pyarrow==25.0.0 \
+    --hash=sha256:0222f0071d13313962a88d21bf28b80d355ac39d81bfa6ff3fe00eeaf748e4be \
+    --hash=sha256:0490a7f8b38ffe11cc26526b50c65d111cb54ddac3717cec781806793f1244dc \
+    --hash=sha256:0721332c30fdd453fdd1fc203b2ac1f4c9db5aea28fa38d41f2574c4b068b9ec \
+    --hash=sha256:13240f0d3dc5932ccd0bfa90cd76d835680b9d94a7661c635df4b703d40ce849 \
+    --hash=sha256:149730a3d1f0fb59d663a0b8aa210adfd9c17c27cd94a0d143e60daea8320d4e \
+    --hash=sha256:161649d60a7a46c613a19fd795763ea8a88c36ba997dd99d9bc66e6794ee36e8 \
+    --hash=sha256:18dcc8cc50b5e72eae6fcbfc6c8776c21a007176b27a3cdec5c2f5bcf126708d \
+    --hash=sha256:20887a762dd61dcc530f93a140840ab1f6aa7836b33270e42d627ab3cf11e537 \
+    --hash=sha256:244f98a595f70fa4fd35faa7508c4ae67e14a173397a4b3b49d2b3c360fb0062 \
+    --hash=sha256:26be35b80780d2d21f4bae3d568b1666337c3a89722cc1794c956a77017cb24e \
+    --hash=sha256:2e093efbecb5317372f819228fa4b4e6157eee48d3f0a7b0303705ebf81a7104 \
+    --hash=sha256:2e3b6544e26e393fe2cd530f523e36c1c8d3c345bbbb60cca3fd866be8322517 \
+    --hash=sha256:38a2c887cb3883e241b70201688db34133b6dfadd04f03c8f9213df53770c18e \
+    --hash=sha256:3f356afe61186395c861d5cd63dc21ff7d5fa335012a4668d979257df7fea0f5 \
+    --hash=sha256:447df764beb07c544f0178a5f6b70ef44b9ecf382b3cdfad4c2d7867353c3887 \
+    --hash=sha256:4ec1895a87aa834c3b99b7a1e758747eb8bb57f922b32c0e0fa04afb8d6998b1 \
+    --hash=sha256:58d1ab556b0cea1c93fdb799b24ad58adb2f2a2788dbce782a94f64ae1a5cc9b \
+    --hash=sha256:59516c822d5fd8e544aaa0dfe72f36fed5d4c24ea8390aab1bcd31d7e959c6be \
+    --hash=sha256:5d1dbf24e151042f2fa3c129563f65d66674128868496fb008c4272b16bdf778 \
+    --hash=sha256:5f4bacb60f91dd2fca6c52f1b9a0012cd090e0294f1f781dc1881a247a352f8e \
+    --hash=sha256:5fb2d837960f1df7f679ff9f1a55065e306347d379e0768cebf14781254d6194 \
+    --hash=sha256:6f4812bfbf11ca7d8faf59eb8fff8bf4dd25ce3a38b62baa010cc17a0926d1b2 \
+    --hash=sha256:6f9dbd83e91c239a1f5ee7ce13f108b5f6c0efbe40a4375260d8f08b43ad05e9 \
+    --hash=sha256:72132b9a8a0a1840197794d4dea26080069b6b0981c116bc078762dc9691b21b \
+    --hash=sha256:77c8d1ae46a44b4006e8db1cc977bbcc6ce4873c92f74137d68e45503b97fb18 \
+    --hash=sha256:7d6da02ffc7a3a9bda3b7ded4cc2a27ff73969ab37153f3afd46bbbc1ba4f0f7 \
+    --hash=sha256:8831a3ba52fa7cdb78d368d968b1dcd06171e6dff5461e16d90de91d371e47bc \
+    --hash=sha256:ac5dfeee59f9ceb4d45ba76e83b026c38c24334135bb329d8274baa49cec3c62 \
+    --hash=sha256:add690feafa0953c443cdba9e9e87f5eaa198f1ea2e43a3b146ea83f202262d0 \
+    --hash=sha256:b58726f118c079f9d4ed7e904975d4f15fd69d0741ba511a4e2dcaa4ef16354f \
+    --hash=sha256:b724d127783b4c19f088fcdfc844cbc318809246a30307bcabd5ed02045e890e \
+    --hash=sha256:b72d943ff4e10fec8d48aedb23322d8f6ea8bc2d698b81db37e73730f69e4862 \
+    --hash=sha256:b8af8ceedf0c9c160fd2b63440f2d205b9404db85866c1217bfea601de7cfb50 \
+    --hash=sha256:c70a5fd9a82bd1a702fd482bdc62d38dcb672fb2b449b1d7c0d7d1f4be7b7bfe \
+    --hash=sha256:ce0ca222802087b9a8cb031a6468442cb6b67c290a45a601cac64753d34954d3 \
+    --hash=sha256:d293e9959b29a24c82d936d04ab2b7fd8b8d334030de2e56a99aba94f008ad7a \
+    --hash=sha256:d2d697008b5ec06d75952ef260c2e9a8a0f6ccfce24266c04c9c8ade927cb3b4 \
+    --hash=sha256:dbf9fa5d4bde73b1cc16377dcaaa010f971e6fa7f5083f5d44f34b50bc1d74af \
+    --hash=sha256:e009ef945e498dca2f050ea10d2e9764cb44017254826fc4574fdb8d2530173b \
+    --hash=sha256:e83916bbcf380866b4e14255850b33323ff678dc9758411d0409cdd2523880b0 \
+    --hash=sha256:f0f100dacf2c0f400601664a79d1a907ced4740514bb2b00917341038e2ce76f \
+    --hash=sha256:f57a39dbcb416345401c2e77a4373669b45fd111a1768e6cf267a7a0607ff0ec \
+    --hash=sha256:fa1482b3da10cac2d4db6e26b81da543e237616af2ef6d466018b31ca586496f
     # via
     #   feast (pyproject.toml)
     #   dask
@@ -998,9 +959,9 @@ python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
     # via uvicorn
-pytz==2026.2 \
-    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
-    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
+pytz==2026.3.post1 \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
     # via pandas
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -1172,17 +1133,17 @@ toolz==1.1.0 \
     # via
     #   dask
     #   partd
-tqdm==4.68.3 \
-    --hash=sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482 \
-    --hash=sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03
+tqdm==4.70.0 \
+    --hash=sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220 \
+    --hash=sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953
     # via feast (pyproject.toml)
-typeguard==4.5.2 \
-    --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \
-    --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf
+typeguard==4.6.0 \
+    --hash=sha256:79878165bb86f2cf5d41d159a0ff1792a796cf496882d2fe1b1c6c7049b9cdd7 \
+    --hash=sha256:e7414f09111317de3e335de92cd397c5c0ca00b1cc1676de12e1d444a79b3f21
     # via feast (pyproject.toml)
-typing-extensions==4.15.0 \
-    --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \
-    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
     #   anyio
     #   fastapi
@@ -1199,23 +1160,23 @@ typing-inspection==0.4.2 \
     # via
     #   fastapi
     #   pydantic
-tzdata==2026.2 \
-    --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \
-    --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7
+tzdata==2026.3 \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
     # via pandas
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via requests
-uvicorn[standard]==0.34.0 \
-    --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \
-    --hash=sha256:404051050cd7e905de2c9a7e61790943440b3416f49cb409f965d9dcd0fa73e9
+uvicorn[standard]==0.52.0 \
+    --hash=sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08 \
+    --hash=sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae
     # via
     #   feast (pyproject.toml)
     #   uvicorn-worker
-uvicorn-worker==0.3.0 \
-    --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \
-    --hash=sha256:ef0fe8aad27b0290a9e602a256b03f5a5da3a9e5f942414ca587b645ec77dd52
+uvicorn-worker==0.4.0 \
+    --hash=sha256:8ee5306070d8f38dce124adce488c3c0b50f20cf0c0222b12c66188da7214493 \
+    --hash=sha256:e2ed952cef976f5e9e429d7269640bbcafbd36c80aa80f1003c8c77a6797abde
     # via feast (pyproject.toml)
 uvloop==0.22.1 \
     --hash=sha256:017bd46f9e7b78e81606329d07141d3da446f8798c6baeec124260e22c262772 \
@@ -1377,66 +1338,114 @@ watchfiles==1.2.0 \
     --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \
     --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4
     # via uvicorn
-websockets==16.0 \
-    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
-    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
-    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
-    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
-    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
-    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
-    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
-    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
-    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
-    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
-    --hash=sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3 \
-    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156 \
-    --hash=sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d \
-    --hash=sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9 \
-    --hash=sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad \
-    --hash=sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2 \
-    --hash=sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03 \
-    --hash=sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8 \
-    --hash=sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230 \
-    --hash=sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8 \
-    --hash=sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea \
-    --hash=sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641 \
-    --hash=sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957 \
-    --hash=sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6 \
-    --hash=sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6 \
-    --hash=sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5 \
-    --hash=sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f \
-    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
-    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
-    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
-    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
-    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
-    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
-    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
-    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
-    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
-    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
-    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
-    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
-    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
-    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
-    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
-    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
-    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
-    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
-    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
-    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
-    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
-    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
-    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
-    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
-    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
-    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
-    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
-    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
-    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
-    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
-    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
-    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
-    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
-    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
+websockets==16.1.1 \
+    --hash=sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175 \
+    --hash=sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a \
+    --hash=sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d \
+    --hash=sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985 \
+    --hash=sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1 \
+    --hash=sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573 \
+    --hash=sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb \
+    --hash=sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9 \
+    --hash=sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87 \
+    --hash=sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22 \
+    --hash=sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328 \
+    --hash=sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747 \
+    --hash=sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab \
+    --hash=sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499 \
+    --hash=sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d \
+    --hash=sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62 \
+    --hash=sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512 \
+    --hash=sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7 \
+    --hash=sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf \
+    --hash=sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa \
+    --hash=sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57 \
+    --hash=sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e \
+    --hash=sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3 \
+    --hash=sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0 \
+    --hash=sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc \
+    --hash=sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43 \
+    --hash=sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe \
+    --hash=sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31 \
+    --hash=sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b \
+    --hash=sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383 \
+    --hash=sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217 \
+    --hash=sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499 \
+    --hash=sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8 \
+    --hash=sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51 \
+    --hash=sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509 \
+    --hash=sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d \
+    --hash=sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428 \
+    --hash=sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead \
+    --hash=sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc \
+    --hash=sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1 \
+    --hash=sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3 \
+    --hash=sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0 \
+    --hash=sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f \
+    --hash=sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5 \
+    --hash=sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731 \
+    --hash=sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be \
+    --hash=sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df \
+    --hash=sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb \
+    --hash=sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293 \
+    --hash=sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e \
+    --hash=sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7 \
+    --hash=sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3 \
+    --hash=sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3 \
+    --hash=sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3 \
+    --hash=sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a \
+    --hash=sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9 \
+    --hash=sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56 \
+    --hash=sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562 \
+    --hash=sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0 \
+    --hash=sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15 \
+    --hash=sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869 \
+    --hash=sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7 \
+    --hash=sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999 \
+    --hash=sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01 \
+    --hash=sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57 \
+    --hash=sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838 \
+    --hash=sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4 \
+    --hash=sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1 \
+    --hash=sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458 \
+    --hash=sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3 \
+    --hash=sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392 \
+    --hash=sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3 \
+    --hash=sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a \
+    --hash=sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9 \
+    --hash=sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785 \
+    --hash=sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648 \
+    --hash=sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49 \
+    --hash=sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1 \
+    --hash=sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7 \
+    --hash=sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d \
+    --hash=sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a \
+    --hash=sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6 \
+    --hash=sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231 \
+    --hash=sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00 \
+    --hash=sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac \
+    --hash=sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea \
+    --hash=sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c \
+    --hash=sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81 \
+    --hash=sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f \
+    --hash=sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751 \
+    --hash=sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68 \
+    --hash=sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2 \
+    --hash=sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c \
+    --hash=sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57 \
+    --hash=sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b \
+    --hash=sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165 \
+    --hash=sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737 \
+    --hash=sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b \
+    --hash=sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854 \
+    --hash=sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87 \
+    --hash=sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2 \
+    --hash=sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847 \
+    --hash=sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d \
+    --hash=sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4 \
+    --hash=sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8 \
+    --hash=sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d \
+    --hash=sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29 \
+    --hash=sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051 \
+    --hash=sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a
     # via uvicorn
diff --git a/sdk/python/tests/component/spark/test_nodes.py b/sdk/python/tests/component/spark/test_nodes.py
index c8ed1157d86..5df3c7e0d2d 100644
--- a/sdk/python/tests/component/spark/test_nodes.py
+++ b/sdk/python/tests/component/spark/test_nodes.py
@@ -61,6 +61,24 @@ def strip_extra_spaces(df):
     assert rows[1]["name"] == "John D."
 
 
+def test_spark_transformation_node_caches_resolved_udf():
+    def identity(df):
+        return df
+
+    input_node = MagicMock()
+    input_node.name = "source"
+    node = SparkTransformationNode(
+        "transform",
+        udf=identity,
+        inputs=[input_node],
+        udf_string="",
+    )
+    first = node._resolve_udf()
+    second = node._resolve_udf()
+    assert first is second
+    assert first is identity
+
+
 def test_spark_aggregation_node_executes_correctly(spark_session):
     # Sample input DataFrame
     input_df = spark_session.createDataFrame(
diff --git a/sdk/python/tests/foo_provider.py b/sdk/python/tests/foo_provider.py
index 82cfc7fb513..2586db80353 100644
--- a/sdk/python/tests/foo_provider.py
+++ b/sdk/python/tests/foo_provider.py
@@ -19,6 +19,7 @@
 
 from feast import Entity, FeatureService, FeatureView, RepoConfig
 from feast.data_source import DataSource
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.offline_stores.offline_store import RetrievalJob
 from feast.infra.provider import Provider
 from feast.infra.registry.base_registry import BaseRegistry
@@ -171,10 +172,11 @@ def retrieve_online_documents_v2(
         config: RepoConfig,
         table: FeatureView,
         requested_features: List[str],
-        query: Optional[List[float]],
+        embedding: Optional[List[float]],
         top_k: int,
         distance_metric: Optional[str] = None,
         query_string: Optional[str] = None,
+        filters: Optional[Union[ComparisonFilter, CompoundFilter]] = None,
         include_feature_view_version_metadata: bool = False,
     ) -> List[
         Tuple[
diff --git a/sdk/python/tests/integration/dbt/test_dbt_integration.py b/sdk/python/tests/integration/dbt/test_dbt_integration.py
index 7231f31427b..09a3cb5e123 100644
--- a/sdk/python/tests/integration/dbt/test_dbt_integration.py
+++ b/sdk/python/tests/integration/dbt/test_dbt_integration.py
@@ -1025,6 +1025,16 @@ def test_codegen_online_false(self, parser):
 class TestDbtCli:
     """Test the `feast dbt import` and `feast dbt list` CLI commands."""
 
+    @staticmethod
+    def _get_cli_output(result) -> str:
+        """Return combined stdout/stderr across Click versions."""
+        stderr = getattr(result, "stderr", "")
+        if not stderr:
+            stderr_bytes = getattr(result, "stderr_bytes", b"")
+            if stderr_bytes:
+                stderr = stderr_bytes.decode("utf-8", errors="replace")
+        return result.output + stderr
+
     def test_dbt_list_command(self, manifest_path):
         from click.testing import CliRunner
 
@@ -1061,6 +1071,27 @@ def test_dbt_list_show_columns(self, manifest_path):
         assert "driver_id" in result.output
         assert "conv_rate" in result.output
 
+    def test_dbt_list_import_error(self, manifest_path, monkeypatch):
+        from click.testing import CliRunner
+
+        from feast.cli.dbt_import import list_command
+        from feast.dbt.parser import DbtManifestParser
+
+        def _raise_import_error(self):  # pragma: no cover - behavior tested via CLI
+            raise ImportError(
+                "dbt-artifacts-parser is required for dbt integration.\n"
+                "Install with: pip install 'feast[dbt]' or pip install dbt-artifacts-parser"
+            )
+
+        monkeypatch.setattr(DbtManifestParser, "parse", _raise_import_error)
+
+        runner = CliRunner()
+        result = runner.invoke(list_command, ["-m", manifest_path])
+        output = self._get_cli_output(result)
+        assert result.exit_code == 1
+        assert "dbt-artifacts-parser is required for dbt integration" in output
+        assert "feast[dbt]" in output
+
     def test_dbt_import_dry_run(self, manifest_path):
         from click.testing import CliRunner
 
@@ -1086,6 +1117,38 @@ def test_dbt_import_dry_run(self, manifest_path):
         assert result.exit_code == 0
         assert "Dry run" in result.output
 
+    def test_dbt_import_import_error(self, manifest_path, monkeypatch):
+        from click.testing import CliRunner
+
+        from feast.cli.dbt_import import import_command
+        from feast.dbt.parser import DbtManifestParser
+
+        def _raise_import_error(self):  # pragma: no cover - behavior tested via CLI
+            raise ImportError(
+                "dbt-artifacts-parser is required for dbt integration.\n"
+                "Install with: pip install 'feast[dbt]' or pip install dbt-artifacts-parser"
+            )
+
+        monkeypatch.setattr(DbtManifestParser, "parse", _raise_import_error)
+
+        runner = CliRunner()
+        result = runner.invoke(
+            import_command,
+            [
+                "-m",
+                manifest_path,
+                "-e",
+                "driver_id",
+                "--dry-run",
+            ],
+            obj={"CHDIR": ".", "FS_YAML_FILE": "feature_store.yaml"},
+            catch_exceptions=False,
+        )
+        output = self._get_cli_output(result)
+        assert result.exit_code == 1
+        assert "dbt-artifacts-parser is required for dbt integration" in output
+        assert "feast[dbt]" in output
+
     def test_dbt_import_output_codegen(self, manifest_path, tmp_path):
         from click.testing import CliRunner
 
diff --git a/sdk/python/tests/integration/offline_store/test_universal_historical_retrieval.py b/sdk/python/tests/integration/offline_store/test_universal_historical_retrieval.py
index af0de479f3e..6a17fc47bbb 100644
--- a/sdk/python/tests/integration/offline_store/test_universal_historical_retrieval.py
+++ b/sdk/python/tests/integration/offline_store/test_universal_historical_retrieval.py
@@ -939,3 +939,100 @@ def test_odfv_projection(environment, universal_data_sources, full_feature_names
     assert unrequested_feature_2 not in actual_df2.columns, (
         f"Unrequested ODFV feature '{unrequested_feature_2}' should NOT be in the result"
     )
+
+
+@pytest.mark.integration
+@pytest.mark.universal_offline_stores
+def test_historical_features_filter_by_created_timestamp(environment):
+    store = environment.feature_store
+
+    now = datetime.now().replace(microsecond=0, second=0, minute=0)
+    tomorrow = now + timedelta(days=1)
+    day_after_tomorrow = now + timedelta(days=2)
+
+    entity_df = pd.DataFrame(
+        data=[
+            {"driver_id": 1001, "event_timestamp": tomorrow},
+            {"driver_id": 1002, "event_timestamp": tomorrow},
+        ]
+    )
+
+    driver_stats_df = pd.DataFrame(
+        data=[
+            # Values that were already created at the entity timestamp
+            {
+                "driver_id": 1001,
+                "avg_daily_trips": 10,
+                "event_timestamp": now,
+                "created": now,
+            },
+            {
+                "driver_id": 1002,
+                "avg_daily_trips": 30,
+                "event_timestamp": now,
+                "created": now,
+            },
+            # Backfilled values for the same event timestamps, created after the entity timestamp
+            {
+                "driver_id": 1001,
+                "avg_daily_trips": 20,
+                "event_timestamp": now,
+                "created": day_after_tomorrow,
+            },
+            {
+                "driver_id": 1002,
+                "avg_daily_trips": 40,
+                "event_timestamp": now,
+                "created": day_after_tomorrow,
+            },
+        ]
+    )
+
+    driver_stats_data_source = environment.data_source_creator.create_data_source(
+        df=driver_stats_df,
+        destination_name=f"test_driver_stats_{int(time.time_ns())}_{random.randint(1000, 9999)}",
+        timestamp_field="event_timestamp",
+        created_timestamp_column="created",
+    )
+
+    driver = Entity(name="driver", join_keys=["driver_id"])
+    driver_fv = FeatureView(
+        name="driver_stats",
+        entities=[driver],
+        schema=[Field(name="avg_daily_trips", dtype=Int32)],
+        source=driver_stats_data_source,
+    )
+
+    store.apply([driver, driver_fv])
+
+    # Default: the backfilled values win the dedup
+    actual_df = store.get_historical_features(
+        entity_df=entity_df,
+        features=["driver_stats:avg_daily_trips"],
+        full_feature_names=False,
+    ).to_df()
+    expected_df = pd.DataFrame(
+        data=[
+            {"driver_id": 1001, "event_timestamp": tomorrow, "avg_daily_trips": 20},
+            {"driver_id": 1002, "event_timestamp": tomorrow, "avg_daily_trips": 40},
+        ]
+    )
+    validate_dataframes(expected_df, actual_df, sort_by=["driver_id"])
+
+    try:
+        job = store.get_historical_features(
+            entity_df=entity_df,
+            features=["driver_stats:avg_daily_trips"],
+            full_feature_names=False,
+            filter_by_created_timestamp=True,
+        )
+    except NotImplementedError:
+        pytest.skip("The offline store does not support filter_by_created_timestamp")
+    actual_df = job.to_df()
+    expected_df = pd.DataFrame(
+        data=[
+            {"driver_id": 1001, "event_timestamp": tomorrow, "avg_daily_trips": 10},
+            {"driver_id": 1002, "event_timestamp": tomorrow, "avg_daily_trips": 30},
+        ]
+    )
+    validate_dataframes(expected_df, actual_df, sort_by=["driver_id"])
diff --git a/sdk/python/tests/integration/online_store/test_universal_online.py b/sdk/python/tests/integration/online_store/test_universal_online.py
index 109eea454c0..41b0e6a635f 100644
--- a/sdk/python/tests/integration/online_store/test_universal_online.py
+++ b/sdk/python/tests/integration/online_store/test_universal_online.py
@@ -1,3 +1,4 @@
+import asyncio
 import os
 import random
 import time
@@ -14,10 +15,11 @@
 
 from feast import FeatureStore
 from feast.entity import Entity
-from feast.errors import FeatureNameCollisionError
+from feast.errors import FeatureNameCollisionError, FeatureViewNotFoundException
 from feast.feature_service import FeatureService
 from feast.feature_view import FeatureView
 from feast.field import Field
+from feast.filter_models import ComparisonFilter, CompoundFilter
 from feast.infra.offline_stores.file_source import FileSource
 from feast.infra.utils.postgres.postgres_config import ConnectionType
 from feast.online_response import TIMESTAMP_POSTFIX
@@ -31,6 +33,7 @@
     ValueType,
 )
 from feast.utils import _utc_now
+from feast.vector_store_utils import feature_view_to_vs_id
 from feast.wait import wait_retry_backoff
 from tests.universal.feature_repos.repo_configuration import (
     Environment,
@@ -1332,3 +1335,305 @@ def test_retrieve_online_documents_v2(environment, fake_document_data):
     assert len(no_match_results["text_field"]) == 0
     assert "text_rank" in no_match_results
     assert len(no_match_results["text_rank"]) == 0
+
+
+def _setup_documents_with_categories(fs):
+    """Shared helper that creates and populates a feature view with embeddings,
+    text, and category fields. Returns (feature_view, entity, dataframe)."""
+    n_rows = 20
+    vector_dim = 2
+    random.seed(42)
+
+    df = pd.DataFrame(
+        {
+            "item_id": list(range(n_rows)),
+            "chunk_id": list(range(n_rows)),
+            "embedding": [list(np.random.random(vector_dim)) for _ in range(n_rows)],
+            "text_field": [
+                f"Document text content {i} with searchable keywords"
+                for i in range(n_rows)
+            ],
+            "category": [f"Category-{i % 5}" for i in range(n_rows)],
+            "event_timestamp": [datetime.now() for _ in range(n_rows)],
+        }
+    )
+
+    data_source = FileSource(
+        path="dummy_path.parquet", timestamp_field="event_timestamp"
+    )
+
+    item_entity = Entity(
+        name="item_id",
+        join_keys=["item_id"],
+        value_type=ValueType.INT64,
+    )
+
+    item_embeddings_fv = FeatureView(
+        name="item_embeddings",
+        entities=[item_entity],
+        schema=[
+            Field(name="embedding", dtype=Array(Float32), vector_index=True),
+            Field(name="text_field", dtype=String),
+            Field(name="category", dtype=String),
+            Field(name="item_id", dtype=Int64),
+            Field(name="chunk_id", dtype=Int64),
+        ],
+        source=data_source,
+    )
+
+    fs.apply([item_embeddings_fv, item_entity])
+    fs.write_to_online_store("item_embeddings", df)
+    return item_embeddings_fv, item_entity, df
+
+
+@pytest.mark.integration
+@pytest.mark.universal_online_stores(only=["pgvector", "elasticsearch"])
+def test_retrieve_online_documents_v2_with_filters(environment, fake_document_data):
+    """Test that metadata filters narrow down vector/text search results."""
+    fs = environment.feature_store
+    fs.config.online_store.vector_enabled = True
+
+    _, _, df = _setup_documents_with_categories(fs)
+    vector_dim = 2
+    query_embedding = list(np.random.random(vector_dim))
+
+    # --- eq filter: only Category-0 rows ---
+    eq_filter = ComparisonFilter(type="eq", key="category", value="Category-0")
+    results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:item_id",
+        ],
+        query=query_embedding,
+        top_k=10,
+        distance_metric="L2",
+        filters=eq_filter,
+    ).to_dict()
+
+    assert len(results["category"]) > 0
+    assert len(results["category"]) <= 4  # 20 rows / 5 categories
+    assert all(c == "Category-0" for c in results["category"])
+
+    # --- ne filter: exclude Category-0 ---
+    ne_filter = ComparisonFilter(type="ne", key="category", value="Category-0")
+    results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:item_id",
+        ],
+        query=query_embedding,
+        top_k=10,
+        distance_metric="L2",
+        filters=ne_filter,
+    ).to_dict()
+
+    assert len(results["category"]) > 0
+    assert all(c != "Category-0" for c in results["category"])
+
+    # --- in filter: Category-0 or Category-1 ---
+    in_filter = ComparisonFilter(
+        type="in", key="category", value=["Category-0", "Category-1"]
+    )
+    results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:item_id",
+        ],
+        query=query_embedding,
+        top_k=10,
+        distance_metric="L2",
+        filters=in_filter,
+    ).to_dict()
+
+    assert len(results["category"]) > 0
+    assert all(c in ("Category-0", "Category-1") for c in results["category"])
+
+    # --- compound AND filter: category == Category-0 AND chunk_id >= 5 ---
+    and_filter = CompoundFilter(
+        type="and",
+        filters=[
+            ComparisonFilter(type="eq", key="category", value="Category-0"),
+            ComparisonFilter(type="gte", key="chunk_id", value=5),
+        ],
+    )
+    results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:chunk_id",
+        ],
+        query=query_embedding,
+        top_k=10,
+        distance_metric="L2",
+        filters=and_filter,
+    ).to_dict()
+
+    assert len(results["category"]) > 0
+    assert all(c == "Category-0" for c in results["category"])
+    assert all(i >= 5 for i in results["chunk_id"])
+
+    # --- text search + filter ---
+    text_filter = ComparisonFilter(type="eq", key="category", value="Category-2")
+    text_results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:item_id",
+        ],
+        query_string="searchable keywords",
+        top_k=10,
+        filters=text_filter,
+    ).to_dict()
+
+    assert len(text_results["category"]) > 0
+    assert all(c == "Category-2" for c in text_results["category"])
+
+    # --- filter with no matches ---
+    empty_filter = ComparisonFilter(
+        type="eq", key="category", value="NonexistentCategory"
+    )
+    empty_results = fs.retrieve_online_documents_v2(
+        features=[
+            "item_embeddings:embedding",
+            "item_embeddings:text_field",
+            "item_embeddings:category",
+            "item_embeddings:item_id",
+        ],
+        query=query_embedding,
+        top_k=10,
+        distance_metric="L2",
+        filters=empty_filter,
+    ).to_dict()
+
+    assert len(empty_results.get("category", [])) == 0
+
+
+@pytest.mark.integration
+@pytest.mark.universal_online_stores(only=["pgvector", "elasticsearch"])
+def test_openai_search(environment, fake_document_data):
+    """Test OpenAI-compatible vector store search returns the correct response shape."""
+    fs = environment.feature_store
+    fs.config.online_store.vector_enabled = True
+
+    fv, _, df = _setup_documents_with_categories(fs)
+    vector_dim = 2
+    vs_id = feature_view_to_vs_id(fs.project, "item_embeddings")
+
+    fake_embedding = list(np.random.random(vector_dim))
+
+    mock_provider = unittest.mock.MagicMock()
+    mock_provider.aembed = unittest.mock.AsyncMock(return_value=[fake_embedding])
+    fs.embedding_provider = mock_provider
+
+    result = asyncio.run(
+        fs.openai_search(
+            vector_store_id="item_embeddings",
+            query="test query",
+            max_num_results=5,
+        )
+    )
+
+    # Validate top-level OpenAI response shape
+    assert result["object"] == "vector_store.search_results.page"
+    assert isinstance(result["search_query"], list)
+    assert result["search_query"] == ["test query"]
+    assert result["has_more"] is False
+    assert result["next_page"] is None
+
+    assert isinstance(result["data"], list)
+    assert len(result["data"]) > 0
+    assert len(result["data"]) <= 5
+
+    seen_file_ids = set()
+    for item_result in result["data"]:
+        assert "file_id" in item_result
+        fid = item_result["file_id"]
+        assert fid.startswith(f"{vs_id}_")
+        seen_file_ids.add(fid)
+        assert "filename" in item_result
+        assert item_result["filename"] == vs_id
+        assert "score" in item_result
+        assert isinstance(item_result["score"], float)
+        assert "attributes" in item_result
+        assert isinstance(item_result["attributes"], dict)
+        assert "item_id" not in item_result["attributes"]
+        assert "content" in item_result
+        assert isinstance(item_result["content"], list)
+        for part in item_result["content"]:
+            assert "type" in part
+            assert part["type"] == "text"
+            assert "text" in part
+    assert len(seen_file_ids) == len(result["data"])
+
+    # --- Test with features_to_retrieve ---
+    result_subset = asyncio.run(
+        fs.openai_search(
+            vector_store_id="item_embeddings",
+            query="test query",
+            max_num_results=5,
+            features_to_retrieve=["text_field", "category"],
+        )
+    )
+
+    assert len(result_subset["data"]) > 0
+    for item_result in result_subset["data"]:
+        attr_keys = set(item_result["attributes"].keys())
+        assert "embedding" not in attr_keys
+
+    # --- Test with list query ---
+    result_list = asyncio.run(
+        fs.openai_search(
+            vector_store_id="item_embeddings",
+            query=["term1", "term2"],
+            max_num_results=5,
+        )
+    )
+
+    assert result_list["search_query"] == ["term1", "term2"]
+
+
+@pytest.mark.integration
+@pytest.mark.universal_online_stores(only=["pgvector", "elasticsearch"])
+def test_openai_search_no_embedding_config(environment, fake_document_data):
+    """Test that openai_search raises ValueError
+    when no embedding provider is set and embedding_model is not configured."""
+    fs = environment.feature_store
+    fs.config.online_store.vector_enabled = True
+    _setup_documents_with_categories(fs)
+    fs.config.embedding_model = None
+    fs._embedding_provider = None
+
+    with pytest.raises(ValueError, match="No embedding provider set"):
+        asyncio.run(
+            fs.openai_search(
+                vector_store_id="item_embeddings",
+                query="test query",
+            )
+        )
+
+
+@pytest.mark.integration
+@pytest.mark.universal_online_stores(only=["pgvector", "elasticsearch"])
+def test_openai_search_not_found(environment, fake_document_data):
+    """Test that openai_search raises FeatureViewNotFoundException
+    for a non-existent feature view."""
+    fs = environment.feature_store
+    mock_provider = unittest.mock.MagicMock()
+    mock_provider.aembed = unittest.mock.AsyncMock(return_value=[[0.0, 0.0]])
+    fs.embedding_provider = mock_provider
+
+    with pytest.raises(FeatureViewNotFoundException):
+        asyncio.run(
+            fs.openai_search(
+                vector_store_id="nonexistent_feature_view",
+                query="test query",
+            )
+        )
diff --git a/sdk/python/tests/integration/permissions/auth/server/test_auth_registry_server.py b/sdk/python/tests/integration/permissions/auth/server/test_auth_registry_server.py
index 40b506cd4db..7a236f590ff 100644
--- a/sdk/python/tests/integration/permissions/auth/server/test_auth_registry_server.py
+++ b/sdk/python/tests/integration/permissions/auth/server/test_auth_registry_server.py
@@ -150,11 +150,6 @@ def _test_get_historical_features(client_fs: FeatureStore):
 
 
 def _test_get_entity(client_fs: FeatureStore, permissions: list[Permission]):
-    if _is_auth_enabled(client_fs) and len(permissions) == 0:
-        with pytest.raises(FeastPermissionError):
-            client_fs.get_entity("driver")
-        return
-
     if not _is_auth_enabled(client_fs) or _is_permission_enabled(
         client_fs, permissions, read_entities_perm
     ):
@@ -169,11 +164,6 @@ def _test_get_entity(client_fs: FeatureStore, permissions: list[Permission]):
 
 
 def _test_list_entities(client_fs: FeatureStore, permissions: list[Permission]):
-    if _is_auth_enabled(client_fs) and len(permissions) == 0:
-        with pytest.raises(FeastPermissionError):
-            client_fs.list_entities()
-        return
-
     if _is_auth_enabled(client_fs) and _permissions_exist_in_permission_list(
         [invalid_list_entities_perm], permissions
     ):
@@ -195,8 +185,7 @@ def _test_list_entities(client_fs: FeatureStore, permissions: list[Permission]):
 
 
 def _no_permission_retrieved(permissions: list[Permission]) -> bool:
-    # With security-first approach, no permissions means access should be denied
-    return False
+    return len(permissions) == 0
 
 
 def _test_list_permissions(
@@ -208,10 +197,6 @@ def _test_list_permissions(
         with pytest.raises(Exception):
             client_fs.list_permissions()
         return []
-    elif _is_auth_enabled(client_fs) and len(applied_permissions) == 0:
-        with pytest.raises(FeastPermissionError):
-            client_fs.list_permissions()
-        return []
     else:
         permissions = client_fs.list_permissions()
 
@@ -258,11 +243,6 @@ def _is_auth_enabled(client_fs: FeatureStore) -> bool:
 
 
 def _test_get_fv(client_fs: FeatureStore, permissions: list[Permission]):
-    if _is_auth_enabled(client_fs) and len(permissions) == 0:
-        with pytest.raises(FeastPermissionError):
-            client_fs.get_feature_view("driver_hourly_stats")
-        return
-
     if not _is_auth_enabled(client_fs) or _is_permission_enabled(
         client_fs, permissions, read_fv_perm
     ):
@@ -283,10 +263,6 @@ def _test_list_fvs(client_fs: FeatureStore, permissions: list[Permission]):
         with pytest.raises(Exception):
             client_fs.list_feature_views()
         return []
-    elif _is_auth_enabled(client_fs) and len(permissions) == 0:
-        with pytest.raises(FeastPermissionError):
-            client_fs.list_feature_views()
-        return []
     else:
         fvs = client_fs.list_feature_views()
         for fv in fvs:
@@ -317,15 +293,13 @@ def _is_permission_enabled(
     permissions: list[Permission],
     permission: Permission,
 ):
-    # With security-first approach, if no permissions are defined, access should be denied
     if not _is_auth_enabled(client_fs):
-        return True  # No auth enabled, allow access
+        return True
 
-    # If auth is enabled but no permissions are defined, deny access (security-first)
+    # No permissions defined = full access for authenticated users
     if len(permissions) == 0:
-        return False
+        return True
 
-    # Check if the specific permission exists
     return _permissions_exist_in_permission_list(
         [read_permissions_perm, permission], permissions
     )
diff --git a/sdk/python/tests/integration/rest_api/resource/feast_config_credit_scoring.yaml b/sdk/python/tests/integration/rest_api/resource/feast_config_credit_scoring.yaml
index f75fb4c031e..ce8d29b0696 100644
--- a/sdk/python/tests/integration/rest_api/resource/feast_config_credit_scoring.yaml
+++ b/sdk/python/tests/integration/rest_api/resource/feast_config_credit_scoring.yaml
@@ -20,6 +20,8 @@ metadata:
   namespace: test-ns-feast-rest
 spec:
   feastProject: credit_scoring_local
+  authz:
+    noAuth: true
   feastProjectDir:
     git:
       url: https://github.com/feast-dev/feast-credit-score-local-tutorial.git
diff --git a/sdk/python/tests/integration/rest_api/resource/feast_config_driver_ranking.yaml b/sdk/python/tests/integration/rest_api/resource/feast_config_driver_ranking.yaml
index 6341a6e4eed..90cc4e54d85 100644
--- a/sdk/python/tests/integration/rest_api/resource/feast_config_driver_ranking.yaml
+++ b/sdk/python/tests/integration/rest_api/resource/feast_config_driver_ranking.yaml
@@ -5,6 +5,8 @@ metadata:
   namespace: test-ns-feast-rest
 spec:
   feastProject: driver_ranking
+  authz:
+    noAuth: true
   feastProjectDir:
     init:
        template: local
diff --git a/sdk/python/tests/integration/rest_api/resource/feast_config_rhoai.yaml b/sdk/python/tests/integration/rest_api/resource/feast_config_rhoai.yaml
index 247f23acabf..33cefcea519 100644
--- a/sdk/python/tests/integration/rest_api/resource/feast_config_rhoai.yaml
+++ b/sdk/python/tests/integration/rest_api/resource/feast_config_rhoai.yaml
@@ -15,6 +15,8 @@ metadata:
   namespace: NAMESPACE_PLACEHOLDER
 spec:
   feastProject: s3_features
+  authz:
+    noAuth: true
   services:
     onlineStore:
       server:
diff --git a/sdk/python/tests/integration/rest_api/test_registry_rest_api.py b/sdk/python/tests/integration/rest_api/test_registry_rest_api.py
index 5d37d700a64..8b474d6cac4 100644
--- a/sdk/python/tests/integration/rest_api/test_registry_rest_api.py
+++ b/sdk/python/tests/integration/rest_api/test_registry_rest_api.py
@@ -450,7 +450,7 @@ def test_get_registry_lineage(self, feast_rest_client):
         # Validate specific pagination counts (these are test-specific)
         assert data["relationships_pagination"]["totalCount"] == 71
         assert data["relationships_pagination"]["totalPages"] == 1
-        assert data["indirect_relationships_pagination"]["totalCount"] == 154
+        assert data["indirect_relationships_pagination"]["totalCount"] == 149
         assert data["indirect_relationships_pagination"]["totalPages"] == 1
 
     def test_get_lineage_complete(self, feast_rest_client):
diff --git a/sdk/python/tests/unit/api/test_api_rest_registry.py b/sdk/python/tests/unit/api/test_api_rest_registry.py
index bc1aedd1c7c..fe67ff34ebe 100644
--- a/sdk/python/tests/unit/api/test_api_rest_registry.py
+++ b/sdk/python/tests/unit/api/test_api_rest_registry.py
@@ -2162,6 +2162,116 @@ def test_apply_and_delete_feature_view_via_rest(fastapi_test_app):
     assert response.status_code == 404
 
 
+def test_apply_and_delete_feature_service_via_rest(fastapi_test_app):
+    """Test POST /feature_services and DELETE /feature_services/{name} endpoints."""
+    response = fastapi_test_app.post(
+        "/feature_views",
+        json={
+            "name": "driver_stats_for_service",
+            "project": "demo_project",
+            "entities": ["user_id"],
+            "features": [
+                {
+                    "name": "trip_count",
+                    "value_type": 2,
+                    "description": "Number of completed trips",
+                },
+            ],
+            "ttl_seconds": 86400,
+            "online": True,
+            "description": "Driver statistics feature view",
+        },
+    )
+    assert response.status_code == 201
+
+    response = fastapi_test_app.post(
+        "/feature_services",
+        json={
+            "name": "driver_activity_v1",
+            "project": "demo_project",
+            "features": [
+                {
+                    "feature_view_name": "driver_stats_for_service",
+                    "feature_names": ["trip_count"],
+                }
+            ],
+            "description": "Driver activity feature service",
+            "owner": "ml-team",
+        },
+    )
+    assert response.status_code == 201
+    data = response.json()
+    assert data["name"] == "driver_activity_v1"
+    assert data["status"] == "applied"
+
+    response = fastapi_test_app.get(
+        "/feature_services/driver_activity_v1?project=demo_project"
+    )
+    assert response.status_code == 200
+    data = response.json()
+    assert data["spec"]["name"] == "driver_activity_v1"
+    projections = data["spec"]["features"]
+    assert len(projections) == 1
+    assert projections[0]["featureViewName"] == "driver_stats_for_service"
+    assert len(projections[0]["featureColumns"]) == 1
+    assert projections[0]["featureColumns"][0]["name"] == "trip_count"
+
+    response = fastapi_test_app.get("/feature_services?project=demo_project")
+    assert response.status_code == 200
+    listed = next(
+        fs
+        for fs in response.json()["featureServices"]
+        if fs["spec"]["name"] == "driver_activity_v1"
+    )
+    listed_projection = listed["spec"]["features"][0]
+    assert listed_projection["featureColumns"][0]["name"] == "trip_count"
+
+    response = fastapi_test_app.post(
+        "/feature_services",
+        json={
+            "name": "driver_activity_all",
+            "project": "demo_project",
+            "features": [
+                {"feature_view_name": "driver_stats_for_service"},
+            ],
+            "description": "All features from the feature view",
+        },
+    )
+    assert response.status_code == 201
+
+    response = fastapi_test_app.get(
+        "/feature_services/driver_activity_all?project=demo_project"
+    )
+    assert response.status_code == 200
+    all_features_projection = response.json()["spec"]["features"][0]
+    assert all_features_projection["featureViewName"] == "driver_stats_for_service"
+    assert len(all_features_projection["featureColumns"]) == 1
+    assert all_features_projection["featureColumns"][0]["name"] == "trip_count"
+
+    response = fastapi_test_app.delete(
+        "/feature_services/driver_activity_all?project=demo_project"
+    )
+    assert response.status_code == 200
+
+    response = fastapi_test_app.delete(
+        "/feature_services/driver_activity_v1?project=demo_project"
+    )
+    assert response.status_code == 200
+    data = response.json()
+    assert data["name"] == "driver_activity_v1"
+    assert data["status"] == "deleted"
+
+    response = fastapi_test_app.get(
+        "/feature_services/driver_activity_v1?project=demo_project"
+    )
+    assert response.status_code == 404
+
+    response = fastapi_test_app.delete(
+        "/feature_views/driver_stats_for_service?project=demo_project"
+    )
+    assert response.status_code == 200
+
+
 def test_metrics_resource_counts_nonexistent_project(fastapi_test_app):
     """Test /metrics/resource_counts with a non-existent project returns empty data."""
     response = fastapi_test_app.get(
@@ -2176,3 +2286,45 @@ def test_metrics_resource_counts_nonexistent_project(fastapi_test_app):
     assert data["featureServices"] == []
     assert data["featureViews"] == []
     assert "registryLastUpdated" in data
+
+
+def test_registry_refresh_via_rest(fastapi_test_app):
+    """POST /registry/refresh invalidates the registry cache and returns 200."""
+    response = fastapi_test_app.post("/registry/refresh")
+    assert response.status_code == 200
+
+
+def test_registry_refresh_via_rest_error():
+    """POST /registry/refresh returns 500 when refresh fails."""
+    from unittest.mock import patch
+
+    from feast.api.registry.rest import register_all_routes
+    from feast.registry_server import RegistryServer
+
+    tmp_dir = tempfile.TemporaryDirectory()
+    registry_path = os.path.join(tmp_dir.name, "registry.db")
+
+    config = {
+        "registry": registry_path,
+        "project": "demo_project",
+        "provider": "local",
+        "offline_store": {"type": "file"},
+        "online_store": {"type": "sqlite", "path": ":memory:"},
+    }
+    from fastapi import FastAPI
+
+    from feast.repo_config import RepoConfig
+
+    store = FeatureStore(config=RepoConfig.model_validate(config))
+    store.apply([])
+
+    app = FastAPI()
+    grpc_handler = RegistryServer(store.registry, store=store)
+    register_all_routes(app, grpc_handler, store=store)
+
+    with patch.object(store, "refresh_registry", side_effect=Exception("db error")):
+        client = TestClient(app, raise_server_exceptions=False)
+        response = client.post("/registry/refresh")
+        assert response.status_code == 500
+
+    tmp_dir.cleanup()
diff --git a/sdk/python/tests/unit/api/test_api_rest_registry_server.py b/sdk/python/tests/unit/api/test_api_rest_registry_server.py
index 34e119d1b53..c2fe987ab07 100644
--- a/sdk/python/tests/unit/api/test_api_rest_registry_server.py
+++ b/sdk/python/tests/unit/api/test_api_rest_registry_server.py
@@ -1,4 +1,4 @@
-from unittest.mock import MagicMock, patch
+from unittest.mock import MagicMock
 
 import pytest
 
@@ -11,23 +11,36 @@ def mock_store_and_registry():
     mock_registry = MagicMock()
     mock_store = MagicMock(spec=FeatureStore)
     mock_store.registry = mock_registry
-    mock_store.config = MagicMock()
+    mock_store.project = "test_project"
+    mock_config = MagicMock()
+    mock_store.config = mock_config
+    mock_config.auth_config.type = "no_auth"
+    # MagicMock makes nested attrs truthy; keep MCP off unless a test opts in.
+    mock_config.registry.mcp = None
     return mock_store, mock_registry
 
 
-@patch("feast.api.registry.rest.rest_registry_server.RegistryServer")
-@patch("feast.api.registry.rest.rest_registry_server.register_all_routes")
-@patch("feast.api.registry.rest.rest_registry_server.init_security_manager")
-@patch("feast.api.registry.rest.rest_registry_server.init_auth_manager")
-@patch("feast.api.registry.rest.rest_registry_server.get_auth_manager")
+@pytest.mark.xdist_group(name="rest_registry_server")
 def test_rest_registry_server_initializes_correctly(
-    mock_get_auth_manager,
-    mock_init_auth_manager,
-    mock_init_security_manager,
-    mock_register_all_routes,
-    mock_registry_server_cls,
     mock_store_and_registry,
+    mocker,
 ):
+    mock_get_auth_manager = mocker.patch(
+        "feast.api.registry.rest.rest_registry_server.get_auth_manager"
+    )
+    mock_init_auth_manager = mocker.patch(
+        "feast.api.registry.rest.rest_registry_server.init_auth_manager"
+    )
+    mock_init_security_manager = mocker.patch(
+        "feast.api.registry.rest.rest_registry_server.init_security_manager"
+    )
+    mock_register_all_routes = mocker.patch(
+        "feast.api.registry.rest.rest_registry_server.register_all_routes"
+    )
+    mock_registry_server_cls = mocker.patch(
+        "feast.api.registry.rest.rest_registry_server.RegistryServer"
+    )
+
     store, registry = mock_store_and_registry
     mock_grpc_handler = MagicMock()
     mock_registry_server_cls.return_value = mock_grpc_handler
@@ -62,4 +75,4 @@ def test_routes_registered_in_app():
     server = MagicMock()
     register_all_routes(app, grpc_handler, server)
 
-    assert app.include_router.call_count == 14
+    assert app.include_router.call_count == 15
diff --git a/sdk/python/tests/unit/dbt/test_parser.py b/sdk/python/tests/unit/dbt/test_parser.py
index 2e15f9863ee..af4a5c3c366 100644
--- a/sdk/python/tests/unit/dbt/test_parser.py
+++ b/sdk/python/tests/unit/dbt/test_parser.py
@@ -172,6 +172,53 @@ def test_parse_manifest_invalid_json(self, tmp_path):
 
         assert "Invalid JSON" in str(exc_info.value)
 
+    def test_parse_retries_with_sanitized_supported_languages(
+        self, tmp_path, monkeypatch
+    ):
+        """Test parser retries after removing unsupported macro languages."""
+        manifest = {
+            "metadata": {
+                "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v12.json",
+                "dbt_version": "1.11.11",
+            },
+            "nodes": {},
+            "macros": {
+                "macro.dbt.materialization_function_default": {
+                    "name": "materialization_function_default",
+                    "supported_languages": ["python", "sql", "javascript"],
+                }
+            },
+        }
+        manifest_path = tmp_path / "manifest.json"
+        manifest_path.write_text(json.dumps(manifest))
+
+        class _ParsedManifest:
+            nodes = {}
+            metadata = None
+
+        call_manifests = []
+
+        def _fake_parse_manifest(*, manifest):
+            call_manifests.append(manifest)
+            if len(call_manifests) == 1:
+                raise Exception("supported_languages Input should be 'python' or 'sql'")
+            return _ParsedManifest()
+
+        monkeypatch.setattr(
+            "dbt_artifacts_parser.parser.parse_manifest", _fake_parse_manifest
+        )
+
+        parser = DbtManifestParser(str(manifest_path))
+        parser.parse()
+
+        assert len(call_manifests) == 2
+        assert call_manifests[0]["macros"][
+            "macro.dbt.materialization_function_default"
+        ]["supported_languages"] == ["python", "sql", "javascript"]
+        assert call_manifests[1]["macros"][
+            "macro.dbt.materialization_function_default"
+        ]["supported_languages"] == ["python", "sql"]
+
     def test_get_all_models(self, sample_manifest):
         """Test getting all models from manifest."""
         parser = DbtManifestParser(str(sample_manifest))
diff --git a/sdk/python/tests/unit/infra/compute_engines/test_spark_application.py b/sdk/python/tests/unit/infra/compute_engines/test_spark_application.py
index 3b080bd8993..1a3cdb8c877 100644
--- a/sdk/python/tests/unit/infra/compute_engines/test_spark_application.py
+++ b/sdk/python/tests/unit/infra/compute_engines/test_spark_application.py
@@ -25,6 +25,7 @@ def _make_repo_config(
 ):
     """Build a mock RepoConfig for testing."""
     config = MagicMock()
+    config.project = "test"
     config.online_store = MagicMock()
     config.online_store.type = online_store_type
     config.offline_store = MagicMock()
@@ -207,6 +208,30 @@ def test_cr_driver_env_passthrough():
     )
 
 
+def test_cr_openlineage_job_name_is_stable():
+    """Each SparkApplication CR is unique, but OL job name is per-project."""
+    from feast.openlineage.identity import LineageParentContext
+
+    engine = _make_engine()
+    parent = LineageParentContext(
+        job_namespace="test",
+        job_name="materialize_test",
+        run_id="run-123",
+    )
+    cr_a = engine._build_spark_application_cr("abcd1234", lineage_parent=parent)
+    cr_b = engine._build_spark_application_cr("efgh5678", lineage_parent=parent)
+    conf_a = cr_a["spec"]["sparkConf"]
+    conf_b = cr_b["spec"]["sparkConf"]
+    assert cr_a["metadata"]["name"] == "feast-sa-abcd1234"
+    assert cr_b["metadata"]["name"] == "feast-sa-efgh5678"
+    assert conf_a["spark.app.name"] == "feast-sa-abcd1234"
+    assert conf_b["spark.app.name"] == "feast-sa-efgh5678"
+    assert conf_a["spark.openlineage.appName"] == "spark_compute_test"
+    assert conf_b["spark.openlineage.appName"] == "spark_compute_test"
+    assert conf_a["spark.openlineage.parentJobName"] == "materialize_test"
+    assert conf_a["spark.openlineage.parentRunId"] == "run-123"
+
+
 # ── Test 9: Status mapping covers all 14 states ──
 
 
@@ -313,8 +338,8 @@ def test_build_per_fv_jobs_all_succeeded():
     task2.feature_view.name = "fv_2"
     task2.project = "test"
 
-    parent_job = SparkApplicationMaterializationJob("job1", "default", MagicMock())
-    jobs = engine._build_per_fv_jobs(mock_registry, [task1, task2], "job1", parent_job)
+    mock_job = MagicMock()
+    jobs = engine._build_per_fv_jobs(mock_registry, [task1, task2], "job1", mock_job)
 
     assert len(jobs) == 2
     assert all(isinstance(j, CompletedMaterializationJob) for j in jobs)
@@ -343,9 +368,9 @@ def test_build_per_fv_jobs_partial_failure():
     task_fail.feature_view.name = "fv_fail"
     task_fail.project = "test"
 
-    parent_job = SparkApplicationMaterializationJob("job1", "default", MagicMock())
+    mock_job = MagicMock()
     jobs = engine._build_per_fv_jobs(
-        mock_registry, [task_ok, task_fail], "job1", parent_job
+        mock_registry, [task_ok, task_fail], "job1", mock_job
     )
 
     assert len(jobs) == 2
@@ -355,22 +380,69 @@ def test_build_per_fv_jobs_partial_failure():
     assert "fv_fail" in str(jobs[1].error())
 
 
-# ── Test 15: _build_per_fv_jobs — single task returns parent job directly ──
+# ── Test 15: _build_per_fv_jobs — single succeeded task resolves from registry ──
+
 
+def test_build_per_fv_jobs_single_task_succeeded():
+    """Regression for #6673.
 
-def test_build_per_fv_jobs_single_task():
+    A single successful FV must resolve to a CompletedMaterializationJob from
+    registry state, not to the live polling job. materialize() deletes the CR
+    right after this returns, so a live job would 404 on FeatureStore's follow-up
+    status() check and report a false failure. CompletedMaterializationJob needs
+    no Kubernetes call.
+    """
     engine = _make_engine()
     mock_registry = MagicMock()
+    fv = MagicMock()
+    fv.name = "fv_1"
+    fv.state = FeatureViewState.AVAILABLE_ONLINE
+    mock_registry.get_feature_view.return_value = fv
+
     task = MagicMock()
     task.feature_view.name = "fv_1"
     task.project = "test"
 
-    parent_job = SparkApplicationMaterializationJob("job1", "default", MagicMock())
-    jobs = engine._build_per_fv_jobs(mock_registry, [task], "job1", parent_job)
+    mock_job = MagicMock()
+    mock_job.error.return_value = None
+    mock_job.status.return_value = MaterializationJobStatus.SUCCEEDED
+
+    jobs = engine._build_per_fv_jobs(mock_registry, [task], "job1", mock_job)
+
+    assert len(jobs) == 1
+    assert isinstance(jobs[0], CompletedMaterializationJob)
+    assert jobs[0].status() == MaterializationJobStatus.SUCCEEDED
+    # No live SparkApplication CR is queried (it is about to be deleted).
+    engine.custom_api.get_namespaced_custom_object.assert_not_called()
+
+
+# ── Test 15b: _build_per_fv_jobs — single failed task reports error, no CR query ──
+
+
+def test_build_per_fv_jobs_single_task_failed():
+    """A single unmaterialized FV reports ERROR without querying the (deleted) CR."""
+    engine = _make_engine()
+    mock_registry = MagicMock()
+    fv = MagicMock()
+    fv.name = "fv_1"
+    fv.state = FeatureViewState.MATERIALIZING
+    mock_registry.get_feature_view.return_value = fv
+
+    task = MagicMock()
+    task.feature_view.name = "fv_1"
+    task.project = "test"
+
+    mock_job = MagicMock()
+    mock_job.error.return_value = Exception("fv_1 failed to materialize")
+    mock_job.status.return_value = MaterializationJobStatus.ERROR
+
+    jobs = engine._build_per_fv_jobs(mock_registry, [task], "job1", mock_job)
 
     assert len(jobs) == 1
-    assert jobs[0] is parent_job
-    mock_registry.get_feature_view.assert_not_called()
+    assert jobs[0] is mock_job
+    assert jobs[0].status() == MaterializationJobStatus.ERROR
+    assert "fv_1" in str(jobs[0].error())
+    engine.custom_api.get_namespaced_custom_object.assert_not_called()
 
 
 # ── Test 16: CompletedMaterializationJob is always SUCCEEDED ──
diff --git a/sdk/python/tests/unit/infra/feature_servers/test_mcp_server.py b/sdk/python/tests/unit/infra/feature_servers/test_mcp_server.py
index 7fe0fa3d99a..6541b102dcb 100644
--- a/sdk/python/tests/unit/infra/feature_servers/test_mcp_server.py
+++ b/sdk/python/tests/unit/infra/feature_servers/test_mcp_server.py
@@ -4,8 +4,139 @@
 
 from pydantic import ValidationError
 
+import feast.api.registry.rest.rest_registry_server  # noqa: F401
 from feast.feature_store import FeatureStore
 from feast.infra.mcp_servers.mcp_config import McpFeatureServerConfig
+from feast.infra.mcp_servers.mcp_server import _resolve_schema_references_safe
+
+
+class TestResolveSchemaReferencesSafe(unittest.TestCase):
+    """Tests for the circular-ref-safe OpenAPI schema resolver."""
+
+    def test_simple_ref_resolution(self):
+        reference_schema = {
+            "components": {
+                "schemas": {
+                    "Pet": {
+                        "type": "object",
+                        "properties": {"name": {"type": "string"}},
+                    }
+                }
+            }
+        }
+        schema_part = {"$ref": "#/components/schemas/Pet"}
+        result = _resolve_schema_references_safe(schema_part, reference_schema)
+        self.assertEqual(result["type"], "object")
+        self.assertNotIn("$ref", result)
+        self.assertIn("name", result["properties"])
+
+    def test_circular_ref_breaks_cycle(self):
+        """Value -> Struct -> Value must not recurse infinitely."""
+        reference_schema = {
+            "components": {
+                "schemas": {
+                    "Value": {
+                        "type": "object",
+                        "properties": {
+                            "struct_value": {"$ref": "#/components/schemas/Struct"},
+                        },
+                    },
+                    "Struct": {
+                        "type": "object",
+                        "properties": {
+                            "fields": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "$ref": "#/components/schemas/Value"
+                                },
+                            }
+                        },
+                    },
+                }
+            }
+        }
+        schema_part = {"$ref": "#/components/schemas/Value"}
+        result = _resolve_schema_references_safe(schema_part, reference_schema)
+        self.assertEqual(result["type"], "object")
+        self.assertNotIn("$ref", result)
+        # The circular Value ref should be replaced with {"type": "object"}
+        additional = result["properties"]["struct_value"]["properties"]["fields"][
+            "additionalProperties"
+        ]
+        self.assertEqual(additional.get("type"), "object")
+        self.assertNotIn("$ref", additional)
+
+    def test_self_referential_schema(self):
+        """A schema referencing itself (e.g. a tree node)."""
+        reference_schema = {
+            "components": {
+                "schemas": {
+                    "TreeNode": {
+                        "type": "object",
+                        "properties": {
+                            "children": {
+                                "type": "array",
+                                "items": {"$ref": "#/components/schemas/TreeNode"},
+                            }
+                        },
+                    }
+                }
+            }
+        }
+        schema_part = {"$ref": "#/components/schemas/TreeNode"}
+        result = _resolve_schema_references_safe(schema_part, reference_schema)
+        self.assertEqual(result["type"], "object")
+        child_items = result["properties"]["children"]["items"]
+        self.assertEqual(child_items.get("type"), "object")
+        self.assertNotIn("$ref", child_items)
+
+    def test_no_ref_passthrough(self):
+        schema_part = {"type": "string", "description": "a name"}
+        result = _resolve_schema_references_safe(schema_part, {})
+        self.assertEqual(result, schema_part)
+
+    def test_unknown_ref_preserved(self):
+        schema_part = {"$ref": "#/components/schemas/Missing"}
+        reference_schema = {"components": {"schemas": {}}}
+        result = _resolve_schema_references_safe(schema_part, reference_schema)
+        self.assertIn("$ref", result)
+
+    def test_does_not_mutate_input(self):
+        reference_schema = {
+            "components": {
+                "schemas": {
+                    "Foo": {"type": "object"},
+                }
+            }
+        }
+        schema_part = {"$ref": "#/components/schemas/Foo"}
+        original_copy = schema_part.copy()
+        _resolve_schema_references_safe(schema_part, reference_schema)
+        self.assertEqual(schema_part, original_copy)
+
+
+class TestPatchFastapiMcpSchemaResolver(unittest.TestCase):
+    """Tests for the monkey-patch helper."""
+
+    @patch("feast.infra.mcp_servers.mcp_server.MCP_AVAILABLE", True)
+    def test_patch_replaces_function(self):
+        from feast.infra.mcp_servers.mcp_server import (
+            _patch_fastapi_mcp_schema_resolver,
+            _resolve_schema_references_safe,
+        )
+
+        try:
+            import fastapi_mcp.openapi.utils as mcp_utils
+
+            original = mcp_utils.resolve_schema_references
+            _patch_fastapi_mcp_schema_resolver()
+            self.assertIs(
+                mcp_utils.resolve_schema_references,
+                _resolve_schema_references_safe,
+            )
+            mcp_utils.resolve_schema_references = original
+        except ImportError:
+            self.skipTest("fastapi_mcp not installed")
 
 
 class TestMcpFeatureServerConfig(unittest.TestCase):
@@ -264,12 +395,13 @@ class TestRestRegistryServerMCP(unittest.TestCase):
     """Test MCP integration in RestRegistryServer."""
 
     @patch("fastapi_mcp.FastApiMCP")
+    @patch("feast.api.registry.rest.rest_registry_server.RegistryServer")
     @patch("feast.api.registry.rest.rest_registry_server.RestRegistryServer._init_auth")
     @patch(
         "feast.api.registry.rest.rest_registry_server.RestRegistryServer._register_routes"
     )
     def test_mcp_mounted_when_enabled(
-        self, mock_register, mock_auth, mock_fast_api_mcp
+        self, mock_register, mock_auth, mock_grpc, mock_fast_api_mcp
     ):
         """Test that MCP is mounted on RestRegistryServer when registry.mcp.enabled is True."""
         from feast.api.registry.rest.rest_registry_server import RestRegistryServer
@@ -280,19 +412,20 @@ def test_mcp_mounted_when_enabled(
         mock_store.registry = Mock()
         mock_store.project = "test_project"
 
-        mock_mcp_instance = Mock()
+        mock_mcp_instance = Mock(spec_set=["mount_sse", "mount", "mount_http"])
         mock_fast_api_mcp.return_value = mock_mcp_instance
 
         server = RestRegistryServer(mock_store)
 
         mock_fast_api_mcp.assert_called_once_with(server.app, name="feast-registry-mcp")
-        mock_mcp_instance.mount.assert_called_once()
+        mock_mcp_instance.mount_sse.assert_called_once()
 
+    @patch("feast.api.registry.rest.rest_registry_server.RegistryServer")
     @patch("feast.api.registry.rest.rest_registry_server.RestRegistryServer._init_auth")
     @patch(
         "feast.api.registry.rest.rest_registry_server.RestRegistryServer._register_routes"
     )
-    def test_mcp_not_mounted_when_disabled(self, mock_register, mock_auth):
+    def test_mcp_not_mounted_when_disabled(self, mock_register, mock_auth, mock_grpc):
         """Test that MCP is not mounted when registry.mcp.enabled is False."""
         from feast.api.registry.rest.rest_registry_server import RestRegistryServer
 
@@ -306,11 +439,14 @@ def test_mcp_not_mounted_when_disabled(self, mock_register, mock_auth):
             RestRegistryServer(mock_store)
             mock_fast_api_mcp.assert_not_called()
 
+    @patch("feast.api.registry.rest.rest_registry_server.RegistryServer")
     @patch("feast.api.registry.rest.rest_registry_server.RestRegistryServer._init_auth")
     @patch(
         "feast.api.registry.rest.rest_registry_server.RestRegistryServer._register_routes"
     )
-    def test_mcp_not_mounted_when_mcp_config_absent(self, mock_register, mock_auth):
+    def test_mcp_not_mounted_when_mcp_config_absent(
+        self, mock_register, mock_auth, mock_grpc
+    ):
         """Test that MCP is not mounted when registry.mcp is None."""
         from feast.api.registry.rest.rest_registry_server import RestRegistryServer
 
diff --git a/sdk/python/tests/unit/infra/offline_stores/contrib/postgres_offline_store/test_postgres.py b/sdk/python/tests/unit/infra/offline_stores/contrib/postgres_offline_store/test_postgres.py
index 3eb01a0e6d0..3fb4c84c60c 100644
--- a/sdk/python/tests/unit/infra/offline_stores/contrib/postgres_offline_store/test_postgres.py
+++ b/sdk/python/tests/unit/infra/offline_stores/contrib/postgres_offline_store/test_postgres.py
@@ -194,6 +194,69 @@ def test_pull_all_from_table_or_query(mock_get_conn):
     assert actual_query == expected_query
 
 
+@patch("feast.infra.offline_stores.contrib.postgres_offline_store.postgres._get_conn")
+def test_pull_all_empty_feature_cols_selects_star(mock_get_conn):
+    """Empty feature_name_columns means all source columns (BFV transform modes)."""
+    mock_conn = MagicMock()
+    mock_get_conn.return_value.__enter__.return_value = mock_conn
+
+    test_repo_config = RepoConfig(
+        project="test_project",
+        registry="test_registry",
+        provider="local",
+        offline_store=_mock_offline_store_config(),
+    )
+    test_data_source = PostgreSQLSource(
+        name="test_batch_source",
+        table="offline_store_database_name.offline_store_table_name",
+        timestamp_field="event_timestamp",
+    )
+    retrieval_job = PostgreSQLOfflineStore.pull_all_from_table_or_query(
+        config=test_repo_config,
+        data_source=test_data_source,
+        join_key_columns=["entity_id"],
+        feature_name_columns=[],
+        timestamp_field="event_timestamp",
+        start_date=datetime(2021, 1, 1, tzinfo=timezone.utc),
+        end_date=datetime(2021, 1, 2, tzinfo=timezone.utc),
+    )
+    sql = retrieval_job.to_sql()
+    assert "paftoq_alias.*" in sql
+    assert 'paftoq_alias."entity_id"' not in sql
+
+
+@patch("feast.infra.offline_stores.contrib.postgres_offline_store.postgres._get_conn")
+def test_pull_latest_empty_feature_cols_selects_star(mock_get_conn):
+    mock_conn = MagicMock()
+    mock_get_conn.return_value.__enter__.return_value = mock_conn
+
+    test_repo_config = RepoConfig(
+        project="test_project",
+        registry="test_registry",
+        provider="local",
+        offline_store=_mock_offline_store_config(),
+    )
+    test_data_source = PostgreSQLSource(
+        name="test_batch_source",
+        table="offline_store_database_name.offline_store_table_name",
+        timestamp_field="event_timestamp",
+    )
+    retrieval_job = PostgreSQLOfflineStore.pull_latest_from_table_or_query(
+        config=test_repo_config,
+        data_source=test_data_source,
+        join_key_columns=["entity_id"],
+        feature_name_columns=[],
+        timestamp_field="event_timestamp",
+        created_timestamp_column=None,
+        start_date=datetime(2021, 1, 1, tzinfo=timezone.utc),
+        end_date=datetime(2021, 1, 2, tzinfo=timezone.utc),
+    )
+    sql = retrieval_job.to_sql()
+    assert "DISTINCT ON" in sql
+    assert "a.*" in sql
+    assert 'ORDER BY a."entity_id", a."event_timestamp" DESC' in sql
+
+
 @patch("feast.infra.offline_stores.contrib.postgres_offline_store.postgres._get_conn")
 @patch(
     "feast.infra.offline_stores.contrib.postgres_offline_store.postgres.df_to_postgres_table"
diff --git a/sdk/python/tests/unit/infra/offline_stores/contrib/trino_offline_store/test_trino_type_map.py b/sdk/python/tests/unit/infra/offline_stores/contrib/trino_offline_store/test_trino_type_map.py
new file mode 100644
index 00000000000..012f80fea2d
--- /dev/null
+++ b/sdk/python/tests/unit/infra/offline_stores/contrib/trino_offline_store/test_trino_type_map.py
@@ -0,0 +1,204 @@
+import pyarrow as pa
+import pytest
+
+from feast import ValueType
+from feast.infra.offline_stores.contrib.trino_offline_store.trino_type_map import (
+    _trino_array_item_type,
+    pa_to_trino_value_type,
+    trino_to_feast_value_type,
+    trino_to_pa_value_type,
+)
+
+
+class TestTrinoArrayItemType:
+    def test_simple_type(self) -> None:
+        assert _trino_array_item_type("array(bigint)") == "bigint"
+
+    def test_parameterized_type(self) -> None:
+        assert _trino_array_item_type("array(varchar(10))") == "varchar(10)"
+
+    def test_parameterized_with_comma(self) -> None:
+        assert _trino_array_item_type("array(decimal(10, 2))") == "decimal(10, 2)"
+
+    def test_nested_array(self) -> None:
+        assert _trino_array_item_type("array(array(varchar))") == "array(varchar)"
+
+    def test_complex_row(self) -> None:
+        assert (
+            _trino_array_item_type("array(row(x bigint, y varchar(10)))")
+            == "row(x bigint, y varchar(10))"
+        )
+
+    def test_not_an_array(self) -> None:
+        assert _trino_array_item_type("varchar") is None
+
+    def test_partial_prefix(self) -> None:
+        assert _trino_array_item_type("array") is None
+        assert _trino_array_item_type("array(") is None
+
+
+class TestTrinoToFeastValueType:
+    def test_simple_types(self) -> None:
+        assert trino_to_feast_value_type("boolean") == ValueType.BOOL
+        assert trino_to_feast_value_type("bigint") == ValueType.INT64
+        assert trino_to_feast_value_type("integer") == ValueType.INT32
+        assert trino_to_feast_value_type("int") == ValueType.INT32
+        assert trino_to_feast_value_type("double") == ValueType.DOUBLE
+        assert trino_to_feast_value_type("real") == ValueType.FLOAT
+        assert trino_to_feast_value_type("date") == ValueType.STRING
+        assert trino_to_feast_value_type("tinyint") == ValueType.INT32
+        assert trino_to_feast_value_type("smallint") == ValueType.INT32
+
+    def test_parameterized_varchar(self) -> None:
+        assert trino_to_feast_value_type("varchar(10)") == ValueType.STRING
+
+    def test_parameterized_char(self) -> None:
+        assert trino_to_feast_value_type("char(10)") == ValueType.STRING
+        assert trino_to_feast_value_type("char") == ValueType.STRING
+
+    def test_timestamp_with_precision(self) -> None:
+        assert trino_to_feast_value_type("timestamp(3)") == ValueType.UNIX_TIMESTAMP
+        assert trino_to_feast_value_type("timestamp") == ValueType.UNIX_TIMESTAMP
+
+    def test_decimal_with_precision(self) -> None:
+        assert trino_to_feast_value_type("decimal(10, 2)") == ValueType.FLOAT
+        assert trino_to_feast_value_type("decimal(38, 2)") == ValueType.DOUBLE
+        assert trino_to_feast_value_type("decimal(32)") == ValueType.FLOAT
+        assert trino_to_feast_value_type("decimal(33)") == ValueType.DOUBLE
+
+    def test_bare_decimal(self) -> None:
+        assert trino_to_feast_value_type("decimal") == ValueType.DOUBLE
+
+    def test_binary_types(self) -> None:
+        assert trino_to_feast_value_type("binary") == ValueType.STRING
+        assert trino_to_feast_value_type("varbinary") == ValueType.STRING
+
+    def test_json(self) -> None:
+        assert trino_to_feast_value_type("json") == ValueType.STRING
+
+    def test_unsupported_type(self) -> None:
+        with pytest.raises(ValueError, match="Trino type not supported"):
+            trino_to_feast_value_type("unknown_type")
+
+
+class TestTrinoToPaValueType:
+    def test_simple_types(self) -> None:
+        assert trino_to_pa_value_type("boolean") == pa.bool_()
+        assert trino_to_pa_value_type("bigint") == pa.int64()
+        assert trino_to_pa_value_type("integer") == pa.int32()
+        assert trino_to_pa_value_type("int") == pa.int32()
+        assert trino_to_pa_value_type("double") == pa.float64()
+        assert trino_to_pa_value_type("real") == pa.float32()
+        assert trino_to_pa_value_type("date") == pa.date32()
+        assert trino_to_pa_value_type("tinyint") == pa.int8()
+        assert trino_to_pa_value_type("smallint") == pa.int16()
+
+    def test_parameterized_varchar(self) -> None:
+        assert trino_to_pa_value_type("varchar(10)") == pa.string()
+
+    def test_parameterized_char(self) -> None:
+        assert trino_to_pa_value_type("char(10)") == pa.string()
+        assert trino_to_pa_value_type("char") == pa.string()
+
+    def test_binary_types(self) -> None:
+        assert trino_to_pa_value_type("binary") == pa.binary()
+        assert trino_to_pa_value_type("varbinary") == pa.binary()
+
+    def test_json(self) -> None:
+        assert trino_to_pa_value_type("json") == pa.string()
+
+    def test_timestamp(self) -> None:
+        assert trino_to_pa_value_type("timestamp") == pa.timestamp("us")
+        assert trino_to_pa_value_type("timestamp(3)") == pa.timestamp("us")
+
+    def test_decimal_bare(self) -> None:
+        assert trino_to_pa_value_type("decimal") == pa.float64()
+
+    def test_decimal_with_precision(self) -> None:
+        assert trino_to_pa_value_type("decimal(10, 2)") == pa.float32()
+        assert trino_to_pa_value_type("decimal(38, 2)") == pa.float64()
+        assert trino_to_pa_value_type("decimal(32)") == pa.float32()
+        assert trino_to_pa_value_type("decimal(33)") == pa.float64()
+
+    def test_array_simple(self) -> None:
+        assert trino_to_pa_value_type("array(bigint)") == pa.list_(pa.int64())
+
+    def test_array_parameterized_varchar(self) -> None:
+        assert trino_to_pa_value_type("array(varchar(10))") == pa.list_(pa.string())
+
+    def test_array_parameterized_decimal(self) -> None:
+        assert trino_to_pa_value_type("array(decimal(10, 2))") == pa.list_(pa.float32())
+
+    def test_array_nested(self) -> None:
+        assert trino_to_pa_value_type("array(array(bigint))") == pa.list_(
+            pa.list_(pa.int64())
+        )
+
+    def test_row_type(self) -> None:
+        assert trino_to_pa_value_type("row(x bigint)") == pa.string()
+        assert trino_to_pa_value_type("row(x bigint, y varchar)") == pa.string()
+
+    def test_map_type(self) -> None:
+        assert trino_to_pa_value_type("map(varchar, bigint)") == pa.string()
+
+    def test_array_of_row(self) -> None:
+        assert trino_to_pa_value_type(
+            "array(row(x bigint, y varchar(10)))"
+        ) == pa.list_(pa.string())
+
+    def test_unsupported_type(self) -> None:
+        with pytest.raises(KeyError):
+            trino_to_pa_value_type("unknown_type")
+
+
+class TestPaToTrinoValueType:
+    def test_simple_types(self) -> None:
+        assert pa_to_trino_value_type(str(pa.bool_())) == "boolean"
+        assert pa_to_trino_value_type(str(pa.int8())) == "tinyint"
+        assert pa_to_trino_value_type(str(pa.int16())) == "smallint"
+        assert pa_to_trino_value_type(str(pa.int32())) == "int"
+        assert pa_to_trino_value_type(str(pa.int64())) == "bigint"
+        assert pa_to_trino_value_type(str(pa.float32())) == "double"
+        assert pa_to_trino_value_type(str(pa.float64())) == "double"
+        assert pa_to_trino_value_type(str(pa.binary())) == "binary"
+
+    def test_string(self) -> None:
+        assert pa_to_trino_value_type(str(pa.string())) == "varchar"
+        assert pa_to_trino_value_type("large_string") == "varchar"
+        assert pa_to_trino_value_type("char") == "varchar"
+
+    def test_varbinary(self) -> None:
+        assert pa_to_trino_value_type("varbinary") == "binary"
+
+    def test_date(self) -> None:
+        assert pa_to_trino_value_type(str(pa.date32())) == "date"
+
+    def test_timestamp(self) -> None:
+        assert pa_to_trino_value_type(str(pa.timestamp("us"))) == "timestamp"
+        assert (
+            pa_to_trino_value_type(str(pa.timestamp("us", tz="UTC")))
+            == "timestamp with time zone"
+        )
+
+    def test_decimal128(self) -> None:
+        assert pa_to_trino_value_type(str(pa.decimal128(10, 2))) == "decimal(10, 2)"
+
+    def test_decimal256(self) -> None:
+        assert pa_to_trino_value_type(str(pa.decimal256(10, 2))) == "decimal(10, 2)"
+
+    def test_list(self) -> None:
+        assert pa_to_trino_value_type(str(pa.list_(pa.int64()))) == "array<bigint>"
+
+    def test_list_of_string(self) -> None:
+        assert pa_to_trino_value_type(str(pa.list_(pa.string()))) == "array<varchar>"
+
+    def test_map_degrades_to_varchar(self) -> None:
+        type_str = str(pa.map_(pa.string(), pa.int64()))
+        assert pa_to_trino_value_type(type_str) == "varchar"
+
+    def test_struct_degrades_to_varchar(self) -> None:
+        type_str = str(pa.struct([("x", pa.int64())]))
+        assert pa_to_trino_value_type(type_str) == "varchar"
+
+    def test_null(self) -> None:
+        assert pa_to_trino_value_type(str(pa.null())) == "null"
diff --git a/sdk/python/tests/unit/infra/offline_stores/test_filter_by_created_timestamp.py b/sdk/python/tests/unit/infra/offline_stores/test_filter_by_created_timestamp.py
new file mode 100644
index 00000000000..e5eff80a412
--- /dev/null
+++ b/sdk/python/tests/unit/infra/offline_stores/test_filter_by_created_timestamp.py
@@ -0,0 +1,320 @@
+from datetime import timedelta
+from unittest.mock import MagicMock
+
+import dask.dataframe as dd
+import ibis
+import pandas as pd
+import pytest
+
+from feast.entity import Entity
+from feast.feature_view import FeatureView, Field
+from feast.infra.offline_stores import dask as dask_mod
+from feast.infra.offline_stores import offline_utils
+from feast.infra.offline_stores.bigquery import (
+    MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
+)
+from feast.infra.offline_stores.dask import (
+    DaskOfflineStore,
+    DaskOfflineStoreConfig,
+)
+from feast.infra.offline_stores.file_source import FileSource
+from feast.infra.offline_stores.ibis import point_in_time_join
+from feast.infra.offline_stores.offline_utils import FeatureViewQueryContext
+from feast.repo_config import RepoConfig
+from feast.types import Float32, Int64, ValueType
+
+CREATED_TIMESTAMP_PREDICATE = (
+    "subquery.created_timestamp <= entity_dataframe.entity_timestamp"
+)
+
+
+def _query_context(created_timestamp_column):
+    return FeatureViewQueryContext(
+        name="driver_stats",
+        ttl=86400,
+        entities=["driver_id"],
+        features=["conv_rate"],
+        field_mapping={},
+        timestamp_field="event_timestamp",
+        created_timestamp_column=created_timestamp_column,
+        table_subquery="`project`.`dataset`.`table`",
+        entity_selections=["driver_id AS driver_id"],
+        min_event_timestamp="2025-01-01T00:00:00",
+        max_event_timestamp="2025-01-02T00:00:00",
+        date_partition_column=None,
+        timestamp_field_type=None,
+    )
+
+
+def _render(
+    created_timestamp_column,
+    query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN,
+    **kwargs,
+):
+    return offline_utils.build_point_in_time_query(
+        [_query_context(created_timestamp_column)],
+        left_table_query_string="entity_df_table",
+        entity_df_event_timestamp_col="event_timestamp",
+        entity_df_columns={"driver_id": None, "event_timestamp": None}.keys(),
+        query_template=query_template,
+        full_feature_names=False,
+        **kwargs,
+    )
+
+
+def test_filter_by_created_timestamp_adds_created_timestamp_cutoff_to_query():
+    query = _render("created_ts", filter_by_created_timestamp=True)
+    assert CREATED_TIMESTAMP_PREDICATE in query
+
+
+def test_filter_by_created_timestamp_defaults_to_false_and_leaves_query_unchanged():
+    assert CREATED_TIMESTAMP_PREDICATE not in _render("created_ts")
+    assert _render("created_ts") == _render(
+        "created_ts", filter_by_created_timestamp=False
+    )
+
+
+def test_filter_by_created_timestamp_has_no_effect_without_created_timestamp_column():
+    query = _render(None, filter_by_created_timestamp=True)
+    assert CREATED_TIMESTAMP_PREDICATE not in query
+
+
+SQL_TEMPLATE_STORE_MODULES = [
+    "feast.infra.offline_stores.redshift",
+    "feast.infra.offline_stores.contrib.spark_offline_store.spark",
+    "feast.infra.offline_stores.contrib.trino_offline_store.trino",
+    "feast.infra.offline_stores.contrib.athena_offline_store.athena",
+    "feast.infra.offline_stores.contrib.postgres_offline_store.postgres",
+    "feast.infra.offline_stores.contrib.clickhouse_offline_store.clickhouse",
+    "feast.infra.offline_stores.contrib.couchbase_offline_store.couchbase",
+]
+
+
+@pytest.mark.parametrize("module_name", SQL_TEMPLATE_STORE_MODULES)
+def test_all_sql_templates_gate_the_created_timestamp_cutoff(module_name):
+    module = pytest.importorskip(module_name)
+    template = module.MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN
+
+    with_cutoff = _render(
+        "created_ts", query_template=template, filter_by_created_timestamp=True
+    )
+    assert CREATED_TIMESTAMP_PREDICATE in with_cutoff
+
+    assert CREATED_TIMESTAMP_PREDICATE not in _render(
+        "created_ts", query_template=template
+    )
+    assert CREATED_TIMESTAMP_PREDICATE not in _render(
+        None, query_template=template, filter_by_created_timestamp=True
+    )
+
+
+def test_stores_declare_filter_by_created_timestamp_support():
+    from feast.infra.offline_stores.offline_store import OfflineStore
+
+    class _UnsupportedStore(OfflineStore):
+        pass
+
+    with pytest.raises(NotImplementedError, match="filter_by_created_timestamp"):
+        _UnsupportedStore().ensure_filter_by_created_timestamp_supported()
+
+    assert DaskOfflineStore.supports_filter_by_created_timestamp
+    DaskOfflineStore().ensure_filter_by_created_timestamp_supported()
+
+
+class TestDaskFilterByCreatedTimestamp:
+    def _run(self, filter_by_created_timestamp, monkeypatch, src=None, entity_df=None):
+        if src is None:
+            src = pd.DataFrame(
+                {
+                    "driver_id": [1, 1],
+                    "event_timestamp": pd.to_datetime(
+                        [
+                            "2025-01-01T10:00:00Z",
+                            "2025-01-01T10:00:00Z",  # same event ts, created after the entity ts
+                        ]
+                    ),
+                    "created_ts": pd.to_datetime(
+                        [
+                            "2025-01-01T12:00:00Z",  # created before the entity ts
+                            "2025-01-03T00:00:00Z",  # created after the entity ts
+                        ]
+                    ),
+                    "conv_rate": [0.4, 0.6],
+                }
+            )
+        ddf = dd.from_pandas(src, npartitions=1)
+        monkeypatch.setattr(dask_mod, "_read_datasource", lambda ds, repo_path: ddf)
+
+        repo_config = RepoConfig(
+            project="test_project",
+            registry="test_registry",
+            provider="local",
+            offline_store=DaskOfflineStoreConfig(type="dask"),
+        )
+        fv = FeatureView(
+            name="driver_stats",
+            entities=[
+                Entity(
+                    name="driver_id",
+                    join_keys=["driver_id"],
+                    value_type=ValueType.INT64,
+                )
+            ],
+            schema=[Field(name="conv_rate", dtype=Float32)],
+            source=FileSource(
+                path="dummy.parquet",  # not read in this test
+                timestamp_field="event_timestamp",
+                created_timestamp_column="created_ts",
+            ),
+            ttl=timedelta(days=7),
+        )
+        # Without this the derived join keys are empty and _merge cross joins, which
+        # hides per-entity bugs. apply()/infer_features() sets it in real usage.
+        fv.entity_columns = [Field(name="driver_id", dtype=Int64)]
+        registry = MagicMock()
+        registry.list_on_demand_feature_views.return_value = []
+
+        if entity_df is None:
+            entity_df = pd.DataFrame(
+                {
+                    "driver_id": [1],
+                    "event_timestamp": pd.to_datetime(["2025-01-02T00:00:00Z"]),
+                }
+            )
+
+        job = DaskOfflineStore.get_historical_features(
+            config=repo_config,
+            feature_views=[fv],
+            feature_refs=["driver_stats:conv_rate"],
+            entity_df=entity_df,
+            registry=registry,
+            project="test_project",
+            full_feature_names=False,
+            filter_by_created_timestamp=filter_by_created_timestamp,
+        )
+        return job.to_df()
+
+    def test_default_serves_latest_created_value(self, monkeypatch):
+        df = self._run(False, monkeypatch)
+        assert df["conv_rate"].tolist() == [0.6]
+
+    def test_filter_by_created_timestamp_excludes_values_created_after_entity_timestamp(
+        self, monkeypatch
+    ):
+        df = self._run(True, monkeypatch)
+        assert df["conv_rate"].tolist() == [0.4]
+
+    def test_filter_by_created_timestamp_excludes_rows_with_null_created_timestamp(
+        self, monkeypatch
+    ):
+        src = pd.DataFrame(
+            {
+                "driver_id": [1, 1],
+                "event_timestamp": pd.to_datetime(
+                    ["2025-01-01T10:00:00Z", "2025-01-01T10:00:00Z"]
+                ),
+                "created_ts": pd.to_datetime(["2025-01-01T12:00:00Z", pd.NaT]),
+                "conv_rate": [0.4, 0.6],
+            }
+        )
+        df = self._run(True, monkeypatch, src=src)
+        assert df["conv_rate"].tolist() == [0.4]
+
+    def test_entity_row_is_kept_when_every_candidate_is_future_created(
+        self, monkeypatch
+    ):
+        src = pd.DataFrame(
+            {
+                "driver_id": [1, 1],
+                "event_timestamp": pd.to_datetime(
+                    ["2025-01-01T10:00:00Z", "2025-01-01T11:00:00Z"]
+                ),
+                "created_ts": pd.to_datetime(
+                    ["2025-01-03T00:00:00Z", "2025-01-04T00:00:00Z"]
+                ),
+                "conv_rate": [0.4, 0.6],
+            }
+        )
+        df = self._run(True, monkeypatch, src=src)
+        assert len(df) == 1
+        assert df["driver_id"].tolist() == [1]
+        assert df["conv_rate"].isna().all()
+
+    def test_entity_rows_without_a_valid_version_do_not_borrow_from_others(
+        self, monkeypatch
+    ):
+        src = pd.DataFrame(
+            {
+                "driver_id": [1, 2],
+                "event_timestamp": pd.to_datetime(
+                    ["2025-01-01T10:00:00Z", "2025-01-01T10:00:00Z"]
+                ),
+                "created_ts": pd.to_datetime(
+                    ["2025-01-01T12:00:00Z", "2025-01-03T00:00:00Z"]
+                ),
+                "conv_rate": [0.4, 0.6],
+            }
+        )
+        entity_df = pd.DataFrame(
+            {
+                "driver_id": [1, 2],
+                "event_timestamp": pd.to_datetime(
+                    ["2025-01-02T00:00:00Z", "2025-01-02T00:00:00Z"]
+                ),
+            }
+        )
+        df = self._run(True, monkeypatch, src=src, entity_df=entity_df)
+        by_driver = df.set_index("driver_id")["conv_rate"]
+        assert len(df) == 2
+        assert by_driver.loc[1] == pytest.approx(0.4)
+        assert pd.isna(by_driver.loc[2])
+
+
+class TestIbisFilterByCreatedTimestamp:
+    def _run(self, filter_by_created_timestamp):
+        entity_table = ibis.memtable(
+            pd.DataFrame(
+                {
+                    "driver_id": [1],
+                    "event_timestamp": pd.to_datetime(["2025-01-02T00:00:00Z"]),
+                }
+            )
+        )
+        feature_table = ibis.memtable(
+            pd.DataFrame(
+                {
+                    "driver_id": [1, 1],
+                    "event_timestamp": pd.to_datetime(
+                        ["2025-01-01T10:00:00Z", "2025-01-01T10:00:00Z"]
+                    ),
+                    "created_ts": pd.to_datetime(
+                        ["2025-01-01T12:00:00Z", "2025-01-03T00:00:00Z"]
+                    ),
+                    "conv_rate": [0.4, 0.6],
+                }
+            )
+        )
+        res = point_in_time_join(
+            entity_table=entity_table,
+            feature_tables=[
+                (
+                    feature_table,
+                    "event_timestamp",
+                    "created_ts",
+                    {"driver_id": "driver_id"},
+                    ["conv_rate"],
+                    None,
+                )
+            ],
+            event_timestamp_col="event_timestamp",
+            filter_by_created_timestamp=filter_by_created_timestamp,
+        ).execute()
+        return res
+
+    def test_default_serves_latest_created_value(self):
+        assert self._run(False)["conv_rate"].tolist() == [0.6]
+
+    def test_filter_by_created_timestamp_excludes_values_created_after_entity_timestamp(
+        self,
+    ):
+        assert self._run(True)["conv_rate"].tolist() == [0.4]
diff --git a/sdk/python/tests/unit/infra/online_store/test_dynamodb_online_store.py b/sdk/python/tests/unit/infra/online_store/test_dynamodb_online_store.py
index 3b84b1a3547..da47c34a821 100644
--- a/sdk/python/tests/unit/infra/online_store/test_dynamodb_online_store.py
+++ b/sdk/python/tests/unit/infra/online_store/test_dynamodb_online_store.py
@@ -75,6 +75,7 @@ def test_dynamodb_online_store_config_default():
     assert dynamodb_store_config.read_timeout == 10
     assert dynamodb_store_config.total_max_retry_attempts == 3
     assert dynamodb_store_config.retry_mode == "adaptive"
+    assert dynamodb_store_config.warmup_connections is False
 
 
 def test_dynamodb_online_store_config_custom_params():
@@ -88,12 +89,58 @@ def test_dynamodb_online_store_config_custom_params():
         batch_size=batch_size,
         endpoint_url=endpoint_url,
         table_name_template=table_name_template,
+        warmup_connections=True,
     )
     assert dynamodb_store_config.type == "dynamodb"
     assert dynamodb_store_config.batch_size == batch_size
     assert dynamodb_store_config.endpoint_url == endpoint_url
     assert dynamodb_store_config.region == aws_region
     assert dynamodb_store_config.table_name_template == table_name_template
+    assert dynamodb_store_config.warmup_connections is True
+
+
+@pytest.mark.asyncio
+async def test_dynamodb_online_store_warmup_connections():
+    """Test DynamoDBOnlineStore warmup connections in initialize method."""
+    from unittest.mock import AsyncMock
+
+    online_store = DynamoDBOnlineStore()
+
+    # Mock _get_aiodynamodb_client to return a mock client
+    mock_client = AsyncMock()
+    mock_client.describe_limits = AsyncMock()
+    online_store._get_aiodynamodb_client = AsyncMock(return_value=mock_client)
+
+    # Test case 1: warmup_connections=True
+    config_warmup = RepoConfig(
+        registry=REGISTRY,
+        project=PROJECT,
+        provider=PROVIDER,
+        online_store=DynamoDBOnlineStoreConfig(region=REGION, warmup_connections=True),
+        offline_store=DaskOfflineStoreConfig(),
+        entity_key_serialization_version=3,
+    )
+    await online_store.initialize(config_warmup)
+    mock_client.describe_limits.assert_called_once()
+
+    # Test case 2: warmup_connections=False
+    mock_client.describe_limits.reset_mock()
+    config_no_warmup = RepoConfig(
+        registry=REGISTRY,
+        project=PROJECT,
+        provider=PROVIDER,
+        online_store=DynamoDBOnlineStoreConfig(region=REGION, warmup_connections=False),
+        offline_store=DaskOfflineStoreConfig(),
+        entity_key_serialization_version=3,
+    )
+    await online_store.initialize(config_no_warmup)
+    mock_client.describe_limits.assert_not_called()
+
+    # Test case 3: warmup_connections=True and describe_limits raises an exception (should catch and log warning)
+    mock_client.describe_limits.reset_mock()
+    mock_client.describe_limits.side_effect = Exception("Connection failed")
+    await online_store.initialize(config_warmup)
+    mock_client.describe_limits.assert_called_once()
 
 
 def test_dynamodb_online_store_config_dynamodb_client(dynamodb_online_store):
diff --git a/sdk/python/tests/unit/infra/online_store/test_dynamodb_plan.py b/sdk/python/tests/unit/infra/online_store/test_dynamodb_plan.py
new file mode 100644
index 00000000000..bb65a2adc5c
--- /dev/null
+++ b/sdk/python/tests/unit/infra/online_store/test_dynamodb_plan.py
@@ -0,0 +1,153 @@
+from datetime import timedelta
+
+from feast.data_format import AvroFormat
+from feast.data_source import KafkaSource
+from feast.feature_view import FeatureView
+from feast.field import Field
+from feast.infra.infra_object import Infra
+from feast.infra.offline_stores.dask import DaskOfflineStoreConfig
+from feast.infra.offline_stores.file_source import FileSource
+from feast.infra.online_stores.dynamodb import (
+    DynamoDBOnlineStore,
+    DynamoDBOnlineStoreConfig,
+    DynamoDBTable,
+)
+from feast.protos.feast.core.Registry_pb2 import Registry as RegistryProto
+from feast.repo_config import RepoConfig
+from feast.stream_feature_view import StreamFeatureView
+from feast.types import String
+
+REGISTRY = "s3://test_registry/registry.db"
+PROJECT = "test_aws"
+PROVIDER = "aws"
+REGION = "us-west-2"
+
+
+def _repo_config() -> RepoConfig:
+    return RepoConfig(
+        registry=REGISTRY,
+        project=PROJECT,
+        provider=PROVIDER,
+        online_store=DynamoDBOnlineStoreConfig(region=REGION),
+        offline_store=DaskOfflineStoreConfig(),
+        entity_key_serialization_version=3,
+    )
+
+
+def _feature_view(name: str) -> FeatureView:
+    return FeatureView(
+        name=name,
+        entities=[],
+        schema=[Field(name="value", dtype=String)],
+        ttl=timedelta(days=1),
+        online=True,
+        source=FileSource(path="dummy.parquet", timestamp_field="event_timestamp"),
+    )
+
+
+def _stream_feature_view(name: str) -> StreamFeatureView:
+    return StreamFeatureView(
+        name=name,
+        entities=[],
+        schema=[Field(name="value", dtype=String)],
+        source=KafkaSource(
+            name="dummy_kafka",
+            timestamp_field="event_timestamp",
+            message_format=AvroFormat(""),
+            kafka_bootstrap_servers="localhost:9092",
+            topic="dummy_topic",
+            batch_source=FileSource(
+                path="dummy.parquet", timestamp_field="event_timestamp"
+            ),
+        ),
+    )
+
+
+class TestDynamoDBOnlineStorePlan:
+    """DynamoDBOnlineStore previously had no plan() override at all, so
+    `feast plan` reported no DynamoDB infrastructure changes. This adds one,
+    following the InfraObject.CustomInfra extension point (see
+    protos/feast/core/InfraObject.proto) used by no other in-tree store yet."""
+
+    def test_plan_returns_one_table_per_feature_view(self):
+        config = _repo_config()
+        registry_proto = RegistryProto()
+        registry_proto.feature_views.append(_feature_view("view_a").to_proto())
+        registry_proto.feature_views.append(_feature_view("view_b").to_proto())
+
+        infra_objects = DynamoDBOnlineStore().plan(config, registry_proto)
+
+        assert sorted(o.name for o in infra_objects) == [
+            f"{PROJECT}.view_a",
+            f"{PROJECT}.view_b",
+        ]
+        assert all(isinstance(o, DynamoDBTable) for o in infra_objects)
+        assert all(o.region == REGION for o in infra_objects)
+
+    def test_plan_includes_stream_feature_views(self):
+        """Regression guard: FeatureView.from_proto() is @typechecked and
+        only accepts a FeatureViewProto, so it can't be applied to
+        stream_feature_views (StreamFeatureViewProto) too -- each list needs
+        its matching class (see the related fix in sqlite.py's plan())."""
+        config = _repo_config()
+        registry_proto = RegistryProto()
+        registry_proto.stream_feature_views.append(
+            _stream_feature_view("driver_dropoffs_stream").to_proto()
+        )
+
+        infra_objects = DynamoDBOnlineStore().plan(config, registry_proto)
+
+        assert [o.name for o in infra_objects] == [f"{PROJECT}.driver_dropoffs_stream"]
+
+    def test_plan_includes_batch_and_stream_feature_views_together(self):
+        config = _repo_config()
+        registry_proto = RegistryProto()
+        registry_proto.feature_views.append(_feature_view("batch_view").to_proto())
+        registry_proto.stream_feature_views.append(
+            _stream_feature_view("driver_dropoffs_stream").to_proto()
+        )
+
+        infra_objects = DynamoDBOnlineStore().plan(config, registry_proto)
+
+        assert sorted(o.name for o in infra_objects) == [
+            f"{PROJECT}.batch_view",
+            f"{PROJECT}.driver_dropoffs_stream",
+        ]
+
+    def test_plan_empty_registry_produces_empty_plan(self):
+        config = _repo_config()
+        registry_proto = RegistryProto()
+
+        assert DynamoDBOnlineStore().plan(config, registry_proto) == []
+
+
+class TestDynamoDBTableProtoRoundTrip:
+    """This is the mechanism `feast plan` relies on: Infra gets serialized to
+    proto and deserialized back via the dotted class_type path, not a
+    hardcoded per-store branch."""
+
+    def test_infra_object_survives_proto_round_trip(self):
+        original = DynamoDBTable(
+            name=f"{PROJECT}.view_a", region=REGION, endpoint_url=None
+        )
+        infra = Infra(infra_objects=[original])
+
+        restored = Infra.from_proto(infra.to_proto())
+
+        assert len(restored.infra_objects) == 1
+        restored_table = restored.infra_objects[0]
+        assert isinstance(restored_table, DynamoDBTable)
+        assert restored_table.name == f"{PROJECT}.view_a"
+        assert restored_table.region == REGION
+
+    def test_round_trip_preserves_endpoint_url(self):
+        original = DynamoDBTable(
+            name=f"{PROJECT}.view_a",
+            region=REGION,
+            endpoint_url="http://localhost:8000",
+        )
+        infra = Infra(infra_objects=[original])
+
+        restored = Infra.from_proto(infra.to_proto())
+
+        assert restored.infra_objects[0].endpoint_url == "http://localhost:8000"
diff --git a/sdk/python/tests/unit/infra/online_store/test_redis.py b/sdk/python/tests/unit/infra/online_store/test_redis.py
index 68eb28c4c11..f76c692de72 100644
--- a/sdk/python/tests/unit/infra/online_store/test_redis.py
+++ b/sdk/python/tests/unit/infra/online_store/test_redis.py
@@ -1,11 +1,12 @@
 import asyncio
-from datetime import datetime, timezone
+from datetime import datetime, timedelta, timezone
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
 from google.protobuf.timestamp_pb2 import Timestamp
 
 from feast import Entity, FeatureView, Field, FileSource, RepoConfig
+from feast.infra.online_stores.helpers import _mmh3
 from feast.infra.online_stores.redis import RedisOnlineStore, RedisOnlineStoreConfig
 from feast.protos.feast.types.EntityKey_pb2 import EntityKey as EntityKeyProto
 from feast.protos.feast.types.Value_pb2 import Value as ValueProto
@@ -426,6 +427,145 @@ def test_online_write_batch_with_dedup_uses_two_pipelines(
     pipe.hmget.assert_called_once()
 
 
+def _dedup_config():
+    return RepoConfig(
+        provider="local",
+        project="test",
+        entity_key_serialization_version=3,
+        registry="dummy_registry.db",
+        online_store=RedisOnlineStoreConfig(),  # default: skip_dedup=False
+    )
+
+
+def _single_entity_batch(timestamps_and_values):
+    """Build a write batch for one entity key, one row per (timestamp, value) pair."""
+    entity_key = EntityKeyProto(
+        join_keys=["entity"], entity_values=[ValueProto(int32_val=1)]
+    )
+    return [
+        (entity_key, {"feature_10": ValueProto(int32_val=value)}, timestamp, None)
+        for timestamp, value in timestamps_and_values
+    ]
+
+
+def _written_feature_values(hset_calls, feature_view_name, feature_name):
+    """Extract the serialized feature value from each queued hset call."""
+    f_key = _mmh3(f"{feature_view_name}:{feature_name}")
+    return [call.kwargs["mapping"][f_key] for call in hset_calls]
+
+
+@pytest.mark.parametrize(
+    "order",
+    ["descending", "ascending", "unordered"],
+    ids=["descending", "ascending", "unordered"],
+)
+def test_online_write_batch_keeps_latest_event_time_within_batch(
+    redis_online_store: RedisOnlineStore, feature_view, order
+):
+    """A batch containing several rows for one entity key must leave the value
+    belonging to the latest event timestamp in the store, whatever order the rows
+    arrive in.
+
+    Regression test for #5163: previous timestamps were read once up front, so rows
+    sharing an entity key all compared against the same pre-batch snapshot and could
+    not see each other. Every row passed the staleness guard and the last row queued
+    won, so a reverse-chronological batch stored the *oldest* value.
+    """
+    t1 = datetime(2024, 1, 1, 12, 0, 0, tzinfo=timezone.utc)
+    t2 = t1 + timedelta(seconds=5)
+    t3 = t2 + timedelta(seconds=5)
+
+    rows = {
+        "descending": [(t3, 30), (t2, 20), (t1, 10)],
+        "ascending": [(t1, 10), (t2, 20), (t3, 30)],
+        "unordered": [(t2, 20), (t3, 30), (t1, 10)],
+    }[order]
+    data = _single_entity_batch(rows)
+
+    mock_client = MagicMock()
+    pipe = MagicMock()
+    pipe.__enter__ = MagicMock(return_value=pipe)
+    pipe.__exit__ = MagicMock(return_value=False)
+    # No pre-existing value: one hmget result per row, each holding None.
+    pipe.execute.side_effect = [[[None]] * len(data), []]
+    mock_client.pipeline.return_value = pipe
+
+    with patch.object(redis_online_store, "_get_client", return_value=mock_client):
+        redis_online_store.online_write_batch(
+            _dedup_config(), feature_view, data, progress=None
+        )
+
+    written = _written_feature_values(
+        pipe.hset.call_args_list, feature_view.name, "feature_10"
+    )
+    assert written, "no write was queued for the batch"
+    # Redis applies queued commands in order, so the surviving value is the last one.
+    assert written[-1] == ValueProto(int32_val=30).SerializeToString()
+
+
+def test_online_write_batch_async_keeps_latest_event_time_within_batch(
+    redis_online_store: RedisOnlineStore, feature_view
+):
+    """online_write_batch_async must honour the same intra-batch ordering guarantee
+    as the sync path (#5163)."""
+    t1 = datetime(2024, 1, 1, 12, 0, 0, tzinfo=timezone.utc)
+    t2 = t1 + timedelta(seconds=5)
+    t3 = t2 + timedelta(seconds=5)
+    data = _single_entity_batch([(t3, 30), (t2, 20), (t1, 10)])
+
+    async_pipe = AsyncMock()
+    async_pipe.__aenter__ = AsyncMock(return_value=async_pipe)
+    async_pipe.__aexit__ = AsyncMock(return_value=False)
+    async_pipe.execute = AsyncMock(side_effect=[[[None]] * len(data), []])
+    async_pipe.hset = MagicMock()
+
+    mock_async_client = AsyncMock()
+    mock_async_client.pipeline = MagicMock(return_value=async_pipe)
+
+    async def _run():
+        with patch.object(
+            redis_online_store,
+            "_get_client_async",
+            AsyncMock(return_value=mock_async_client),
+        ):
+            await redis_online_store.online_write_batch_async(
+                _dedup_config(), feature_view, data, progress=None
+            )
+
+    asyncio.run(_run())
+
+    written = _written_feature_values(
+        async_pipe.hset.call_args_list, feature_view.name, "feature_10"
+    )
+    assert written, "no write was queued for the batch"
+    assert written[-1] == ValueProto(int32_val=30).SerializeToString()
+
+
+def test_online_write_batch_still_skips_rows_older_than_stored_value(
+    redis_online_store: RedisOnlineStore, feature_view
+):
+    """The pre-existing staleness guard must keep working: a row older than the value
+    already in Redis is dropped rather than written."""
+    stored_ts = Timestamp()
+    stored_ts.FromDatetime(datetime(2024, 1, 1, 12, 0, 10, tzinfo=timezone.utc))
+    older = datetime(2024, 1, 1, 12, 0, 0, tzinfo=timezone.utc)
+    data = _single_entity_batch([(older, 10)])
+
+    mock_client = MagicMock()
+    pipe = MagicMock()
+    pipe.__enter__ = MagicMock(return_value=pipe)
+    pipe.__exit__ = MagicMock(return_value=False)
+    pipe.execute.side_effect = [[[stored_ts.SerializeToString()]], []]
+    mock_client.pipeline.return_value = pipe
+
+    with patch.object(redis_online_store, "_get_client", return_value=mock_client):
+        redis_online_store.online_write_batch(
+            _dedup_config(), feature_view, data, progress=None
+        )
+
+    pipe.hset.assert_not_called()
+
+
 def test_online_write_batch_async_skip_dedup_single_pipeline(
     redis_online_store: RedisOnlineStore, feature_view
 ):
diff --git a/sdk/python/tests/unit/infra/online_store/test_remote_online_store.py b/sdk/python/tests/unit/infra/online_store/test_remote_online_store.py
index 13c1392fe22..3babb384f6f 100644
--- a/sdk/python/tests/unit/infra/online_store/test_remote_online_store.py
+++ b/sdk/python/tests/unit/infra/online_store/test_remote_online_store.py
@@ -12,7 +12,7 @@
 from feast.online_response import OnlineResponse
 from feast.protos.feast.types.EntityKey_pb2 import EntityKey as EntityKeyProto
 from feast.protos.feast.types.Value_pb2 import Value as ValueProto
-from feast.types import Float32, Int64, String
+from feast.types import Float32, Int64, String, UnixTimestamp
 from feast.value_type import ValueType
 
 
@@ -661,3 +661,121 @@ def test_all_base_class_params_forwarded(
         assert expected_keys.issubset(req_body.keys()), (
             f"Missing keys in req_body: {expected_keys - req_body.keys()}"
         )
+
+
+class TestProtoValueToTransportValue:
+    """Tests for RemoteOnlineStore._proto_value_to_transport_value."""
+
+    def test_unix_timestamp_val_returns_raw_int(self):
+        """UnixTimestamp scalar should return the raw int64 epoch seconds."""
+        proto_val = ValueProto(unix_timestamp_val=1700000000)
+        result = RemoteOnlineStore._proto_value_to_transport_value(proto_val)
+        assert result == 1700000000
+        assert isinstance(result, int)
+
+    def test_unix_timestamp_list_val_returns_int_list(self):
+        """UnixTimestamp list should return a list of int64 epoch seconds."""
+        proto_val = ValueProto()
+        proto_val.unix_timestamp_list_val.val.extend([1700000000, 1700000001])
+        result = RemoteOnlineStore._proto_value_to_transport_value(proto_val)
+        assert result == [1700000000, 1700000001]
+        assert all(isinstance(v, int) for v in result)
+
+    def test_unix_timestamp_set_val_returns_flat_list(self):
+        """UnixTimestamp set should return a list (not a set) of int64
+        epoch seconds, so the value is JSON-serializable."""
+        proto_val = ValueProto()
+        proto_val.unix_timestamp_set_val.val.extend([1700000000, 1700000001])
+        result = RemoteOnlineStore._proto_value_to_transport_value(proto_val)
+        assert result == [1700000000, 1700000001]
+        assert isinstance(result, list)
+
+    def test_unix_timestamp_val_null_sentinel_returns_raw_int(self):
+        """The NULL_TIMESTAMP sentinel should still be passed through as
+        a raw int64 — it is up to the server to interpret it."""
+        proto_val = ValueProto(unix_timestamp_val=-9223372036854775808)
+        result = RemoteOnlineStore._proto_value_to_transport_value(proto_val)
+        assert result == -9223372036854775808
+        assert isinstance(result, int)
+
+    def test_empty_proto_returns_none(self):
+        """A ValueProto with no val set should return None."""
+        proto_val = ValueProto()
+        result = RemoteOnlineStore._proto_value_to_transport_value(proto_val)
+        assert result is None
+
+
+class TestRemoteOnlineStoreWriteBatch:
+    """Tests for RemoteOnlineStore.online_write_batch."""
+
+    @pytest.fixture
+    def remote_store(self):
+        return RemoteOnlineStore()
+
+    @pytest.fixture
+    def config(self):
+        return RepoConfig(
+            project="test_project",
+            online_store=RemoteOnlineStoreConfig(
+                type="remote", path="http://localhost:6566"
+            ),
+            registry="dummy_registry",
+        )
+
+    @pytest.fixture
+    def feature_view(self):
+        entity = Entity(
+            name="user_id", description="User ID", value_type=ValueType.INT64
+        )
+        source = FileSource(path="test.parquet", timestamp_field="event_timestamp")
+        return FeatureView(
+            name="test_feature_view",
+            entities=[entity],
+            ttl=timedelta(days=1),
+            schema=[
+                Field(name="user_id", dtype=Int64),
+                Field(name="feature1", dtype=String),
+                Field(name="feature2", dtype=UnixTimestamp),
+            ],
+            source=source,
+        )
+
+    @patch("feast.infra.online_stores.remote.post_remote_online_write")
+    def test_unix_timestamp_value_serialized_as_int(
+        self, mock_post, remote_store, config, feature_view
+    ):
+        """online_write_batch should send int64 epoch seconds in the
+        DataFrame for UnixTimestamp features."""
+        mock_response = Mock()
+        mock_response.status_code = 200
+        mock_post.return_value = mock_response
+
+        entity_key = EntityKeyProto(
+            join_keys=["user_id"],
+            entity_values=[ValueProto(int64_val=42)],
+        )
+        feature_values = {
+            "feature1": ValueProto(string_val="hello"),
+            "feature2": ValueProto(unix_timestamp_val=1700000000),
+        }
+        event_ts = datetime(2023, 11, 15, 0, 0, 0)
+        created_ts = datetime(2023, 11, 14, 0, 0, 0)
+        data = [(entity_key, feature_values, event_ts, created_ts)]
+
+        remote_store.online_write_batch(
+            config=config, table=feature_view, data=data, progress=None
+        )
+
+        mock_post.assert_called_once()
+        req_body = mock_post.call_args[1]["req_body"]
+        df = req_body["df"]
+
+        # UnixTimestamp feature value must be a raw int, not a datetime
+        assert df["feature2"] == [1700000000]
+        assert isinstance(df["feature2"][0], int)
+
+        # Other feature types should remain unchanged
+        assert df["feature1"] == ["hello"]
+
+        # Event timestamps should be ISO strings as before
+        assert df["event_timestamp"] == ["2023-11-15T00:00:00"]
diff --git a/sdk/python/tests/unit/infra/online_store/test_sqlite_plan.py b/sdk/python/tests/unit/infra/online_store/test_sqlite_plan.py
new file mode 100644
index 00000000000..b01a0650e52
--- /dev/null
+++ b/sdk/python/tests/unit/infra/online_store/test_sqlite_plan.py
@@ -0,0 +1,88 @@
+from datetime import timedelta
+
+from feast.data_format import AvroFormat
+from feast.data_source import KafkaSource
+from feast.feature_view import FeatureView
+from feast.field import Field
+from feast.infra.offline_stores.dask import DaskOfflineStoreConfig
+from feast.infra.offline_stores.file_source import FileSource
+from feast.infra.online_stores.sqlite import SqliteOnlineStore, SqliteOnlineStoreConfig
+from feast.protos.feast.core.Registry_pb2 import Registry as RegistryProto
+from feast.repo_config import RepoConfig
+from feast.stream_feature_view import StreamFeatureView
+from feast.types import String
+
+
+def _repo_config() -> RepoConfig:
+    return RepoConfig(
+        registry="/tmp/unused_registry.db",
+        project="test_project",
+        provider="local",
+        online_store=SqliteOnlineStoreConfig(),
+        offline_store=DaskOfflineStoreConfig(),
+        entity_key_serialization_version=3,
+    )
+
+
+def _feature_view(name: str) -> FeatureView:
+    return FeatureView(
+        name=name,
+        entities=[],
+        schema=[Field(name="value", dtype=String)],
+        ttl=timedelta(days=1),
+        online=True,
+        source=FileSource(path="dummy.parquet", timestamp_field="event_timestamp"),
+    )
+
+
+def _stream_feature_view(name: str) -> StreamFeatureView:
+    return StreamFeatureView(
+        name=name,
+        entities=[],
+        schema=[Field(name="value", dtype=String)],
+        source=KafkaSource(
+            name="dummy_kafka",
+            timestamp_field="event_timestamp",
+            message_format=AvroFormat(""),
+            kafka_bootstrap_servers="localhost:9092",
+            topic="dummy_topic",
+            batch_source=FileSource(
+                path="dummy.parquet", timestamp_field="event_timestamp"
+            ),
+        ),
+    )
+
+
+class TestSqliteOnlineStorePlanWithStreamFeatureViews:
+    """Regression test for a typeguard.TypeCheckError previously raised by
+    plan() when the registry contains a StreamFeatureView: FeatureView.from_proto()
+    was applied uniformly to both feature_views and stream_feature_views, but
+    FeatureView is @typechecked and a StreamFeatureView proto is not a
+    FeatureView proto."""
+
+    def test_plan_succeeds_with_only_stream_feature_views(self):
+        config = _repo_config()
+        registry_proto = RegistryProto()
+        registry_proto.stream_feature_views.append(
+            _stream_feature_view("driver_dropoffs_stream").to_proto()
+        )
+
+        infra_objects = SqliteOnlineStore().plan(config, registry_proto)
+
+        assert len(infra_objects) == 1
+        assert infra_objects[0].name == "test_project_driver_dropoffs_stream"
+
+    def test_plan_succeeds_with_batch_and_stream_feature_views_together(self):
+        config = _repo_config()
+        registry_proto = RegistryProto()
+        registry_proto.feature_views.append(_feature_view("batch_view").to_proto())
+        registry_proto.stream_feature_views.append(
+            _stream_feature_view("driver_dropoffs_stream").to_proto()
+        )
+
+        infra_objects = SqliteOnlineStore().plan(config, registry_proto)
+
+        assert sorted(o.name for o in infra_objects) == [
+            "test_project_batch_view",
+            "test_project_driver_dropoffs_stream",
+        ]
diff --git a/sdk/python/tests/unit/infra/registry/test_remote_registry.py b/sdk/python/tests/unit/infra/registry/test_remote_registry.py
index d6b9bbc7fa0..799d28e3050 100644
--- a/sdk/python/tests/unit/infra/registry/test_remote_registry.py
+++ b/sdk/python/tests/unit/infra/registry/test_remote_registry.py
@@ -18,8 +18,10 @@
 import pytest
 from google.protobuf.timestamp_pb2 import Timestamp
 
+from feast.infra.offline_stores.file_source import SavedDatasetFileStorage
 from feast.infra.registry.remote import RemoteRegistry
 from feast.protos.feast.registry import RegistryServer_pb2
+from feast.saved_dataset import SavedDataset
 
 
 @pytest.fixture
@@ -83,3 +85,29 @@ def test_updated_since_none(remote_registry):
         remote_registry.stub.ListAllFeatureViews.call_args[0][0]
     )
     assert not request.HasField("updated_since")
+
+
+def test_apply_saved_dataset_calls_apply_saved_dataset_rpc(remote_registry):
+    """apply_saved_dataset() must invoke the ApplySavedDataset RPC, not
+    ApplyFeatureService -- calling the wrong RPC means the server tries to
+    deserialize an ApplySavedDatasetRequest as an ApplyFeatureServiceRequest,
+    which the server cannot handle correctly."""
+    saved_dataset = SavedDataset(
+        name="test_saved_dataset",
+        features=["feature_view:feature"],
+        join_keys=["entity_id"],
+        storage=SavedDatasetFileStorage(path="/tmp/does-not-need-to-exist.parquet"),
+        tags={},
+    )
+
+    remote_registry.apply_saved_dataset(saved_dataset, "project", commit=True)
+
+    remote_registry.stub.ApplySavedDataset.assert_called_once()
+    remote_registry.stub.ApplyFeatureService.assert_not_called()
+
+    request: RegistryServer_pb2.ApplySavedDatasetRequest = (
+        remote_registry.stub.ApplySavedDataset.call_args[0][0]
+    )
+    assert request.saved_dataset.spec.name == "test_saved_dataset"
+    assert request.project == "project"
+    assert request.commit is True
diff --git a/sdk/python/tests/unit/infra/registry/test_sql_registry.py b/sdk/python/tests/unit/infra/registry/test_sql_registry.py
index 9c21cfc85d0..77a71d66857 100644
--- a/sdk/python/tests/unit/infra/registry/test_sql_registry.py
+++ b/sdk/python/tests/unit/infra/registry/test_sql_registry.py
@@ -29,11 +29,15 @@
 from feast.feature_view import FeatureView
 from feast.infra.offline_stores.file_source import FileSource
 from feast.infra.registry.sql import (
+    FeastRegistrySchemaError,
     ProtoBytes,
     SqlRegistry,
     SqlRegistryConfig,
     feature_views,
 )
+from feast.infra.registry.sql import (
+    metadata as registry_metadata,
+)
 from feast.protos.feast.core.Transformation_pb2 import (
     FeatureTransformationV2,
     UserDefinedFunctionV2,
@@ -65,6 +69,72 @@ def shared_sqlite_db_path():
     yield path
 
 
+def test_read_path_normalizes_bare_postgresql_scheme(caplog):
+    """A bare `postgresql://` read_path is rewritten to the psycopg3 driver, the
+    same way `path` is, and logs a migration warning. Without this, read_path
+    silently falls back to psycopg2 while path uses psycopg3."""
+    with caplog.at_level(logging.WARNING):
+        config = SqlRegistryConfig(
+            registry_type="sql",
+            path="postgresql://localhost:5432/db",
+            read_path="postgresql://localhost:5432/replica",
+        )
+    assert config.path == "postgresql+psycopg://localhost:5432/db"
+    assert config.read_path == "postgresql+psycopg://localhost:5432/replica"
+    # The migration warning names the read_path field specifically.
+    assert "`read_path` of the `RegistryConfig`" in caplog.text
+
+
+def test_read_path_normalized_when_registry_type_defaulted():
+    """read_path normalization must still fire when registry_type is left to its
+    default ('sql') rather than passed explicitly — the common real-world config."""
+    config = SqlRegistryConfig(
+        path="postgresql://localhost/db",
+        read_path="postgresql://localhost/replica",
+    )
+    assert config.registry_type == "sql"
+    assert config.read_path == "postgresql+psycopg://localhost/replica"
+
+
+@pytest.mark.parametrize(
+    "read_path",
+    [
+        "postgresql+psycopg2://localhost/replica",  # explicit psycopg2 preserved
+        "postgresql+psycopg://localhost/replica",  # already psycopg3
+        "mysql://localhost/replica",  # non-postgres left untouched
+    ],
+)
+def test_read_path_leaves_explicit_scheme_untouched(read_path):
+    config = SqlRegistryConfig(
+        registry_type="sql",
+        path="sqlite:///unused.db",
+        read_path=read_path,
+    )
+    assert config.read_path == read_path
+
+
+def test_read_path_none_stays_none():
+    config = SqlRegistryConfig(registry_type="sql", path="sqlite:///unused.db")
+    assert config.read_path is None
+
+
+@pytest.mark.parametrize("field_name", ["path", "read_path"])
+def test_postgres_normalization_only_rewrites_leading_scheme(field_name):
+    raw_url = "postgresql://localhost/db?target=postgresql://replica"
+    config_values = {
+        "registry_type": "sql",
+        "path": "sqlite:///unused.db",
+    }
+    config_values[field_name] = raw_url
+
+    config = SqlRegistryConfig(**config_values)
+
+    assert (
+        getattr(config, field_name)
+        == "postgresql+psycopg://localhost/db?target=postgresql://replica"
+    )
+
+
 def test_proto_columns_use_longblob_on_mysql():
     """On MySQL and MariaDB, serialized-proto columns must compile to LONGBLOB.
 
@@ -519,3 +589,88 @@ def test_list_feature_views_updated_since_naive_treated_as_utc(sqlite_registry):
         "test_project", tags=None, updated_since=past_aware
     )
     assert len(result) == len(result_aware)
+
+
+class TestSchemaMode:
+    def test_schema_mode_auto_creates_tables(self, tmp_path):
+        """Default schema_mode='auto' creates tables on init (existing behavior)."""
+        db_file = tmp_path / "auto.db"
+        config = SqlRegistryConfig(
+            registry_type="sql",
+            path=f"sqlite:///{db_file}",
+            schema_mode="auto",
+        )
+        registry = SqlRegistry(config, "test_project", None)
+        from sqlalchemy import create_engine, inspect
+
+        engine = create_engine(f"sqlite:///{db_file}")
+        tables = set(inspect(engine).get_table_names())
+        expected = set(registry_metadata.tables.keys())
+        assert expected.issubset(tables)
+        engine.dispose()
+        registry.teardown()
+
+    def test_schema_mode_verify_raises_when_tables_missing(self, tmp_path):
+        """schema_mode='verify' raises FeastRegistrySchemaError on empty database."""
+        db_file = tmp_path / "verify_empty.db"
+        config = SqlRegistryConfig(
+            registry_type="sql",
+            path=f"sqlite:///{db_file}",
+            schema_mode="verify",
+        )
+        with pytest.raises(FeastRegistrySchemaError, match="missing tables"):
+            SqlRegistry(config, "test_project", None)
+
+    def test_schema_mode_verify_passes_when_tables_exist(self, tmp_path):
+        """schema_mode='verify' succeeds when schema was pre-created."""
+        db_file = tmp_path / "verify_ok.db"
+        db_url = f"sqlite:///{db_file}"
+        from sqlalchemy import create_engine
+
+        engine = create_engine(db_url)
+        registry_metadata.create_all(engine)
+        engine.dispose()
+
+        config = SqlRegistryConfig(
+            registry_type="sql",
+            path=db_url,
+            schema_mode="verify",
+        )
+        registry = SqlRegistry(config, "test_project", None)
+        registry.teardown()
+
+    def test_schema_mode_skip_does_not_run_ddl(self, tmp_path):
+        """schema_mode='skip' calls neither create_all nor _verify_schema."""
+        from unittest.mock import patch
+
+        db_file = tmp_path / "skip.db"
+        db_url = f"sqlite:///{db_file}"
+        from sqlalchemy import create_engine
+
+        engine = create_engine(db_url)
+        registry_metadata.create_all(engine)
+        engine.dispose()
+
+        with (
+            patch.object(registry_metadata, "create_all") as mock_create,
+            patch.object(SqlRegistry, "_verify_schema") as mock_verify,
+        ):
+            config = SqlRegistryConfig(
+                registry_type="sql",
+                path=db_url,
+                schema_mode="skip",
+            )
+            SqlRegistry(config, "test_project", None)
+            mock_create.assert_not_called()
+            mock_verify.assert_not_called()
+
+    def test_schema_mode_invalid_value_rejected(self):
+        """schema_mode only accepts 'auto', 'verify', 'skip'."""
+        from pydantic import ValidationError
+
+        with pytest.raises(ValidationError):
+            SqlRegistryConfig(
+                registry_type="sql",
+                path="sqlite:///dummy.db",
+                schema_mode="bogus",
+            )
diff --git a/sdk/python/tests/unit/infra/registry/test_update_metadata_fields.py b/sdk/python/tests/unit/infra/registry/test_update_metadata_fields.py
new file mode 100644
index 00000000000..60b6ed165cc
--- /dev/null
+++ b/sdk/python/tests/unit/infra/registry/test_update_metadata_fields.py
@@ -0,0 +1,53 @@
+"""Unit tests for Registry._update_metadata_fields TTL handling (issue #6703).
+
+Re-applying a FeatureView with its ttl cleared to ``None`` or
+``timedelta(0)`` (both the documented ways to express "no ttl") used to be
+silently dropped, because the update was gated on ``updated_fv.ttl`` being
+truthy -- and both of those values are falsy.
+
+``_update_metadata_fields`` does not use any instance state, so it is exercised
+directly via the class here rather than standing up a full registry backend.
+"""
+
+from datetime import timedelta
+
+import pytest
+
+from feast.entity import Entity
+from feast.feature_view import FeatureView
+from feast.field import Field
+from feast.infra.offline_stores.file_source import FileSource
+from feast.infra.registry.registry import Registry
+from feast.types import Float32
+
+
+def _feature_view(ttl):
+    return FeatureView(
+        name="fv",
+        entities=[Entity(name="e", join_keys=["e_id"])],
+        schema=[Field(name="f1", dtype=Float32)],
+        source=FileSource(path="file://feast/*", timestamp_field="ts_col"),
+        ttl=ttl,
+    )
+
+
+@pytest.mark.parametrize("cleared_ttl", [None, timedelta(0)])
+def test_update_metadata_fields_clears_ttl(cleared_ttl):
+    existing_proto = _feature_view(timedelta(days=10)).to_proto()
+    # sanity: the existing view starts with a finite ttl
+    assert existing_proto.spec.ttl.ToNanoseconds() != 0
+
+    updated_fv = _feature_view(cleared_ttl)
+    Registry._update_metadata_fields(None, existing_proto, updated_fv)
+
+    # the cleared ttl (None / timedelta(0)) must now be reflected as "no ttl"
+    assert existing_proto.spec.ttl.ToNanoseconds() == 0
+
+
+def test_update_metadata_fields_preserves_finite_ttl():
+    existing_proto = _feature_view(timedelta(days=10)).to_proto()
+
+    updated_fv = _feature_view(timedelta(days=3))
+    Registry._update_metadata_fields(None, existing_proto, updated_fv)
+
+    assert existing_proto.spec.ttl.ToTimedelta() == timedelta(days=3)
diff --git a/sdk/python/tests/unit/infra/test_dependency_conflicts.py b/sdk/python/tests/unit/infra/test_dependency_conflicts.py
index 8b0b39569e3..4e4634d1bbc 100644
--- a/sdk/python/tests/unit/infra/test_dependency_conflicts.py
+++ b/sdk/python/tests/unit/infra/test_dependency_conflicts.py
@@ -8,11 +8,29 @@
 
 class TestDependencyConflicts:
     def test_install_kserve_with_feast(self):
-        """Test installing KServe in the current environment where Feast is already installed.
-        Ensures no dependency conflict errors occur.
+        """Resolve KServe against the environment Feast is installed in.
+
+        ``--dry-run`` makes pip resolve the full dependency set and report what
+        it would install, without installing anything. Resolution is the part
+        this test cares about: pip exits non-zero when the versions cannot be
+        satisfied together, which is the conflict being guarded against.
+
+        Installing for real would mutate the interpreter running the suite.
+        Feast pins ``psutil==5.9.0`` while KServe requires ``psutil>=5.9.6``, so
+        pip has to uninstall psutil before reinstalling it, and the unit suite
+        runs under ``pytest -n 8`` against a single environment. Any test that
+        imports psutil during that window fails, including every test that
+        shells out to the CLI, since ``feast.metrics`` imports it at module
+        scope. It also left the environment inconsistent for the next run.
         """
-        # Command to install KServe
-        command = [sys.executable, "-m", "pip", "install", "kserve==0.15.2"]
+        command = [
+            sys.executable,
+            "-m",
+            "pip",
+            "install",
+            "--dry-run",
+            "kserve==0.15.2",
+        ]
 
         process = subprocess.Popen(
             command, stdout=subprocess.PIPE, stderr=subprocess.PIPE
@@ -26,7 +44,10 @@ def test_install_kserve_with_feast(self):
         logger.debug(out)
         logger.debug(err)
 
-        # Assertions
-        assert exit_code == 0
-        conflict_occured = "dependency conflicts" in err and "ERROR" not in err
-        assert not conflict_occured, "Dependency conflict detected during installation"
+        # pip reports an unsatisfiable set on stdout and exits non-zero, so the
+        # exit code is the assertion that matters; the message is for the
+        # failure output.
+        assert exit_code == 0, (
+            f"pip could not resolve kserve==0.15.2 against the current "
+            f"environment:\n{out}\n{err}"
+        )
diff --git a/sdk/python/tests/unit/infra/test_key_encoding_utils.py b/sdk/python/tests/unit/infra/test_key_encoding_utils.py
index ba481adf234..604368a7242 100644
--- a/sdk/python/tests/unit/infra/test_key_encoding_utils.py
+++ b/sdk/python/tests/unit/infra/test_key_encoding_utils.py
@@ -236,32 +236,6 @@ def test_optimization_preserves_sorting():
     assert [v.string_val for v in deserialized.entity_values] == expected_sorted_values
 
 
-def test_performance_bounds_single_entity():
-    """Regression test to ensure single entity performance meets minimum bounds."""
-    import time
-
-    entity_key = EntityKeyProto(
-        join_keys=["user_id"], entity_values=[ValueProto(string_val="user123")]
-    )
-
-    # Measure serialization time for 1000 operations
-    start = time.perf_counter()
-    for _ in range(1000):
-        serialize_entity_key(entity_key, entity_key_serialization_version=3)
-    serialize_time = time.perf_counter() - start
-
-    # Measure deserialization time
-    serialized = serialize_entity_key(entity_key, entity_key_serialization_version=3)
-    start = time.perf_counter()
-    for _ in range(1000):
-        deserialize_entity_key(serialized, entity_key_serialization_version=3)
-    deserialize_time = time.perf_counter() - start
-
-    # Performance bounds with generous thresholds to avoid flaky failures on CI runners
-    assert serialize_time < 0.2, f"Serialization too slow: {serialize_time:.4f}s"
-    assert deserialize_time < 0.2, f"Deserialization too slow: {deserialize_time:.4f}s"
-
-
 def test_non_ascii_prefix_compatibility():
     """Critical test: ensure prefix serialization matches full entity key serialization for non-ASCII keys."""
     # Test with non-ASCII characters that have different byte vs character lengths
diff --git a/sdk/python/tests/unit/local_feast_tests/test_local_feature_store.py b/sdk/python/tests/unit/local_feast_tests/test_local_feature_store.py
index 9b7660bf692..63f51bcef6e 100644
--- a/sdk/python/tests/unit/local_feast_tests/test_local_feature_store.py
+++ b/sdk/python/tests/unit/local_feast_tests/test_local_feature_store.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timedelta
+from datetime import datetime, timedelta, timezone
 from tempfile import mkstemp
 from unittest.mock import AsyncMock, Mock, patch
 
@@ -11,7 +11,7 @@
 from feast.data_format import AvroFormat, ParquetFormat
 from feast.data_source import KafkaSource
 from feast.entity import Entity
-from feast.errors import ConflictingFeatureViewNames
+from feast.errors import ConflictingFeatureViewNames, FeatureViewNotFoundException
 from feast.feast_object import ALL_RESOURCE_TYPES
 from feast.feature_store import FeatureStore
 from feast.feature_view import DUMMY_ENTITY_ID, DUMMY_ENTITY_NAME, FeatureView
@@ -19,11 +19,13 @@
 from feast.infra.offline_stores.file_source import FileSource
 from feast.infra.online_stores.dynamodb import DynamoDBOnlineStore
 from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig
+from feast.on_demand_feature_view import OnDemandFeatureView
 from feast.permissions.action import AuthzedAction
 from feast.permissions.permission import Permission
 from feast.permissions.policy import RoleBasedPolicy
 from feast.repo_config import RegistryConfig, RepoConfig
 from feast.stream_feature_view import stream_feature_view
+from feast.transformation.pandas_transformation import PandasTransformation
 from feast.types import Array, Bytes, Float32, Int64, String, ValueType, from_value_type
 from tests.universal.feature_repos.universal.feature_views import TAGS
 from tests.utils.cli_repo_creator import CliRunner, get_example_repo
@@ -441,6 +443,121 @@ def test_apply_permissions(test_feature_store):
     test_feature_store.teardown()
 
 
+def _apply_feature_view_to_delete(test_feature_store, file_source):
+    """Register an entity and a feature view, and return the feature view."""
+    entity = Entity(
+        name="driver_entity", join_keys=["test_key"], value_type=ValueType.INT64
+    )
+    driver_fv = FeatureView(
+        name="driver_fv_to_delete",
+        entities=[entity],
+        schema=[Field(name="test_key", dtype=Int64)],
+        source=file_source,
+    )
+    test_feature_store.apply([entity, driver_fv])
+
+    fvs = test_feature_store.list_batch_feature_views()
+    assert len(fvs) == 1
+    assert fvs[0].name == driver_fv.name
+
+    return driver_fv
+
+
+def _deletion_source_dataframe():
+    """Build the small source frame both deletion tests register against."""
+    now = pd.Timestamp.utcnow().round("ms")
+    return pd.DataFrame(
+        {
+            "test_key": [1, 2, 1, 3, 3],
+            "feature_value": [0.1, 0.2, 0.3, 4.0, 5.0],
+            "ts_1": [
+                now,
+                now - pd.Timedelta(hours=4),
+                now - pd.Timedelta(hours=3),
+                now - pd.Timedelta(hours=2),
+                now - pd.Timedelta(hours=1),
+            ],
+        }
+    )
+
+
+@pytest.mark.parametrize(
+    "test_feature_store",
+    [lazy_fixture("feature_store_with_local_registry")],
+)
+def test_delete_feature_view(test_feature_store):
+    """Test the delete_feature_view lifecycle documented in registry.md.
+
+    Mirrors the end-to-end snippet in docs/getting-started/components/registry.md:
+    list the object, delete it by name, list again to confirm it is gone, and
+    check that fetching it afterwards raises FeatureViewNotFoundException.
+    """
+    assert isinstance(test_feature_store, FeatureStore)
+
+    with prep_file_source(
+        df=_deletion_source_dataframe(), timestamp_field="ts_1"
+    ) as file_source:
+        driver_fv = _apply_feature_view_to_delete(test_feature_store, file_source)
+
+        # Delete the feature view by name
+        test_feature_store.delete_feature_view(driver_fv.name)
+
+        # Verify feature view is deleted
+        assert len(test_feature_store.list_batch_feature_views()) == 0
+
+        # Verify get_feature_view raises FeatureViewNotFoundException
+        with pytest.raises(FeatureViewNotFoundException):
+            test_feature_store.get_feature_view(driver_fv.name)
+
+    test_feature_store.teardown()
+
+
+@pytest.mark.parametrize(
+    "test_feature_store",
+    [lazy_fixture("feature_store_with_local_registry")],
+)
+def test_delete_feature_view_raises_when_missing(test_feature_store):
+    """Deleting a feature view that was never registered raises, as documented."""
+    assert isinstance(test_feature_store, FeatureStore)
+
+    with pytest.raises(FeatureViewNotFoundException):
+        test_feature_store.delete_feature_view("feature_view_that_does_not_exist")
+
+    test_feature_store.teardown()
+
+
+@pytest.mark.parametrize(
+    "test_feature_store",
+    [lazy_fixture("feature_store_with_local_registry")],
+)
+def test_apply_delete_feature_view(test_feature_store):
+    """Test that a feature view can be deleted using objects_to_delete with partial=False.
+
+    This is the `feast apply` path called out in the hint block in registry.md,
+    and is distinct from the delete_feature_view path covered above.
+    """
+    assert isinstance(test_feature_store, FeatureStore)
+
+    with prep_file_source(
+        df=_deletion_source_dataframe(), timestamp_field="ts_1"
+    ) as file_source:
+        driver_fv = _apply_feature_view_to_delete(test_feature_store, file_source)
+
+        # Delete the feature view using objects_to_delete
+        test_feature_store.apply(
+            objects=[], objects_to_delete=[driver_fv], partial=False
+        )
+
+        # Verify feature view is deleted
+        assert len(test_feature_store.list_batch_feature_views()) == 0
+
+        # Verify get_feature_view raises FeatureViewNotFoundException
+        with pytest.raises(FeatureViewNotFoundException):
+            test_feature_store.get_feature_view(driver_fv.name)
+
+    test_feature_store.teardown()
+
+
 @pytest.mark.parametrize(
     "test_feature_store",
     [lazy_fixture("feature_store_with_local_registry")],
@@ -511,6 +628,69 @@ def test_reapply_feature_view(test_feature_store, dataframe_source):
         test_feature_store.teardown()
 
 
+@pytest.mark.parametrize(
+    "test_feature_store",
+    [lazy_fixture("feature_store_with_local_registry")],
+)
+@pytest.mark.parametrize("dataframe_source", [lazy_fixture("simple_dataset_1")])
+def test_materialize_incremental_odfv_entity_name_differs_from_join_key(
+    test_feature_store, dataframe_source
+):
+    """Regression test for https://github.com/feast-dev/feast/issues/5965.
+
+    _materialize_odfv must resolve source feature views' join key *columns*
+    (FeatureView.join_keys), not their entity *names* (FeatureView.entities),
+    when building the entity_df and querying the offline store. Before the
+    fix, this failed whenever an Entity's name differed from its join_keys.
+    """
+    with prep_file_source(df=dataframe_source, timestamp_field="ts_1") as file_source:
+        # Entity name ("id") intentionally differs from its join key
+        # ("id_join_key"), mirroring the exact repro from the issue.
+        e = Entity(name="id", join_keys=["id_join_key"])
+
+        source_fv = FeatureView(
+            name="my_feature_view_1",
+            schema=[Field(name="float_col", dtype=Float32)],
+            entities=[e],
+            source=file_source,
+            ttl=timedelta(days=3650),
+        )
+
+        def transform(features_df: pd.DataFrame) -> pd.DataFrame:
+            out = pd.DataFrame()
+            out["label"] = features_df["float_col"].apply(
+                lambda v: "high" if v >= 1 else "low"
+            )
+            return out
+
+        odfv = OnDemandFeatureView(
+            name="my_odfv",
+            entities=[e],
+            sources=[source_fv],
+            schema=[Field(name="label", dtype=String)],
+            feature_transformation=PandasTransformation(
+                udf=transform, udf_string="transform"
+            ),
+            write_to_online_store=True,
+        )
+
+        test_feature_store.apply([e, source_fv, odfv])
+
+        # Should not raise. Before the fix, this raised
+        # FeastJoinKeysDuringMaterialization because _materialize_odfv
+        # queried the offline store for a column named "id" (the entity
+        # name) instead of "id_join_key" (the actual join key column).
+        test_feature_store.materialize_incremental(end_date=datetime.now(timezone.utc))
+
+        response = test_feature_store.get_online_features(
+            features=["my_odfv:label"],
+            entity_rows=[{"id_join_key": 1}],
+        ).to_dict()
+        assert response["label"][0] is not None
+
+        test_feature_store.teardown()
+
+
 def test_apply_conflicting_feature_view_names(feature_store_with_local_registry):
     """Test applying feature views with non-case-insensitively unique names"""
     driver = Entity(name="driver", join_keys=["driver_id"])
diff --git a/sdk/python/tests/unit/openlineage/test_consumer.py b/sdk/python/tests/unit/openlineage/test_consumer.py
index 1666063dcbf..f111917a493 100644
--- a/sdk/python/tests/unit/openlineage/test_consumer.py
+++ b/sdk/python/tests/unit/openlineage/test_consumer.py
@@ -111,7 +111,7 @@ class TestEventIngestion:
     def test_single_event_returns_201(self, app_no_key):
         app, _ = app_no_key
         client = TestClient(app)
-        resp = client.post("/api/v1/v1/lineage", json=_make_run_event())
+        resp = client.post("/api/v1/lineage", json=_make_run_event())
         assert resp.status_code == 201
         assert "event_id" in resp.json()
 
@@ -119,7 +119,7 @@ def test_array_of_events_returns_200(self, app_no_key):
         app, _ = app_no_key
         client = TestClient(app)
         events = [_make_run_event(run_id=f"r{i}") for i in range(3)]
-        resp = client.post("/api/v1/v1/lineage", json=events)
+        resp = client.post("/api/v1/lineage", json=events)
         assert resp.status_code == 200
         assert resp.json()["summary"]["received"] == 3
         assert resp.json()["summary"]["successful"] == 3
@@ -128,26 +128,26 @@ def test_batch_endpoint(self, app_no_key):
         app, _ = app_no_key
         client = TestClient(app)
         events = [_make_run_event(run_id=f"r{i}") for i in range(2)]
-        resp = client.post("/api/v1/v1/lineage/batch", json=events)
+        resp = client.post("/api/v1/lineage/batch", json=events)
         assert resp.status_code == 204
 
     def test_batch_rejects_non_array(self, app_no_key):
         app, _ = app_no_key
         client = TestClient(app)
-        resp = client.post("/api/v1/v1/lineage/batch", json={"not": "array"})
+        resp = client.post("/api/v1/lineage/batch", json={"not": "array"})
         assert resp.status_code == 400
 
     def test_api_key_required(self, app_with_key):
         app, _ = app_with_key
         client = TestClient(app)
-        resp = client.post("/api/v1/v1/lineage", json=_make_run_event())
+        resp = client.post("/api/v1/lineage", json=_make_run_event())
         assert resp.status_code == 401
 
     def test_api_key_via_header(self, app_with_key):
         app, _ = app_with_key
         client = TestClient(app)
         resp = client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(),
             headers={"X-API-Key": "secret-key"},
         )
@@ -157,7 +157,7 @@ def test_api_key_via_bearer(self, app_with_key):
         app, _ = app_with_key
         client = TestClient(app)
         resp = client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(),
             headers={"Authorization": "Bearer secret-key"},
         )
@@ -167,7 +167,7 @@ def test_wrong_api_key_rejected(self, app_with_key):
         app, _ = app_with_key
         client = TestClient(app)
         resp = client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(),
             headers={"X-API-Key": "wrong-key"},
         )
@@ -180,7 +180,7 @@ def test_wrong_api_key_rejected(self, app_with_key):
 class TestQueryEndpoints:
     def _ingest(self, client, events):
         for evt in events:
-            client.post("/api/v1/v1/lineage", json=evt)
+            client.post("/api/v1/lineage", json=evt)
 
     def test_get_events(self, app_no_key):
         app, _ = app_no_key
@@ -292,7 +292,7 @@ def test_reset_full_purge(self, app_with_key):
         app, store = app_with_key
         client = TestClient(app)
         client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(),
             headers={"X-API-Key": "secret-key"},
         )
@@ -308,12 +308,12 @@ def test_reset_by_namespace(self, app_with_key):
         app, store = app_with_key
         client = TestClient(app)
         client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(job_ns="ns-keep", run_id="r1"),
             headers={"X-API-Key": "secret-key"},
         )
         client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(job_ns="ns-delete", run_id="r2"),
             headers={"X-API-Key": "secret-key"},
         )
@@ -338,7 +338,7 @@ def test_reset_no_key_when_not_required(self, app_no_key):
 class TestRunsEndpoints:
     def _seed(self, client):
         client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(
                 job_ns="ns-a",
                 job_name="j1",
@@ -348,7 +348,7 @@ def _seed(self, client):
             ),
         )
         client.post(
-            "/api/v1/v1/lineage",
+            "/api/v1/lineage",
             json=_make_run_event(
                 job_ns="ns-b",
                 job_name="j2",
diff --git a/sdk/python/tests/unit/openlineage/test_identity.py b/sdk/python/tests/unit/openlineage/test_identity.py
new file mode 100644
index 00000000000..6f71890873b
--- /dev/null
+++ b/sdk/python/tests/unit/openlineage/test_identity.py
@@ -0,0 +1,53 @@
+"""Tests for feast.openlineage.identity."""
+
+from feast.openlineage.identity import (
+    FeastJobKind,
+    LineageParentContext,
+    materialize_job_name,
+    resolve_namespace,
+    spark_compute_job_name,
+)
+
+
+class TestResolveNamespace:
+    def test_default_feast_uses_project(self):
+        assert resolve_namespace("feast", "my_project") == "my_project"
+        assert resolve_namespace("", "my_project") == "my_project"
+        assert resolve_namespace(None, "my_project") == "my_project"
+
+    def test_matching_namespace_not_doubled(self):
+        assert resolve_namespace("customer_churn", "customer_churn") == "customer_churn"
+
+    def test_prefix_when_distinct(self):
+        assert resolve_namespace("org", "proj") == "org/proj"
+
+    def test_already_suffixed(self):
+        assert resolve_namespace("org/proj", "proj") == "org/proj"
+
+
+class TestJobNames:
+    def test_materialize(self):
+        assert materialize_job_name("p") == "materialize_p"
+
+    def test_spark_compute(self):
+        assert spark_compute_job_name("p") == "spark_compute_p"
+
+
+class TestLineageParentContext:
+    def test_to_spark_conf(self):
+        ctx = LineageParentContext("ns", "materialize_p", "run-1")
+        conf = ctx.to_spark_openlineage_conf()
+        assert conf["spark.openlineage.parentJobNamespace"] == "ns"
+        assert conf["spark.openlineage.parentJobName"] == "materialize_p"
+        assert conf["spark.openlineage.parentRunId"] == "run-1"
+        assert conf["spark.openlineage.rootParentRunId"] == "run-1"
+
+    def test_from_mapping(self):
+        ctx = LineageParentContext.from_mapping(
+            {"jobNamespace": "ns", "jobName": "j", "runId": "r"}
+        )
+        assert ctx == LineageParentContext("ns", "j", "r")
+
+    def test_job_kind_values(self):
+        assert FeastJobKind.DEFINITION.value == "definition"
+        assert FeastJobKind.TRANSFORM.value == "transform"
diff --git a/sdk/python/tests/unit/openlineage/test_lineage_server.py b/sdk/python/tests/unit/openlineage/test_lineage_server.py
new file mode 100644
index 00000000000..bc4a829e7c2
--- /dev/null
+++ b/sdk/python/tests/unit/openlineage/test_lineage_server.py
@@ -0,0 +1,165 @@
+"""Tests for the standalone lineage server (lineage_server.py)."""
+
+from unittest.mock import MagicMock
+
+import pytest
+
+from feast.openlineage.config import OpenLineageConfig, OpenLineageConsumerConfig
+
+
+class TestCreateLineageApp:
+    """Test create_lineage_app factory."""
+
+    def _make_mock_store(self, ol_config=None, registry_path=None):
+        store = MagicMock()
+        store.config = MagicMock()
+        store.config.openlineage = ol_config
+        store.config.auth = None
+        store.config.auth_config = None
+
+        if registry_path:
+            store.config.registry = MagicMock()
+            store.config.registry.path = registry_path
+        else:
+            store.config.registry = MagicMock()
+            store.config.registry.path = None
+
+        return store
+
+    def test_raises_when_no_openlineage_config(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(ol_config=None)
+        with pytest.raises(ValueError, match="OpenLineage configuration is required"):
+            create_lineage_app(store)
+
+    def test_raises_when_consumer_disabled(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(enabled=False),
+            )
+        )
+        with pytest.raises(ValueError, match="consumer must be enabled"):
+            create_lineage_app(store)
+
+    def test_creates_app_with_explicit_connection_string(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(
+                    enabled=True,
+                    connection_string="sqlite://",
+                ),
+            )
+        )
+        app = create_lineage_app(store)
+        assert app is not None
+        assert app.title == "Feast OpenLineage Server"
+
+    def test_creates_app_with_registry_fallback(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(
+                    enabled=True,
+                    connection_string=None,
+                ),
+            ),
+            registry_path="sqlite://",
+        )
+        app = create_lineage_app(store)
+        assert app is not None
+
+    def test_raises_when_no_db_available(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(
+                    enabled=True,
+                    connection_string=None,
+                ),
+            ),
+            registry_path=None,
+        )
+        with pytest.raises(ValueError, match="SQL database"):
+            create_lineage_app(store)
+
+    def test_retention_disabled_when_zero(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(
+                    enabled=True,
+                    connection_string="sqlite://",
+                    retention_days=0,
+                ),
+            )
+        )
+        app = create_lineage_app(store)
+        assert app is not None
+
+    def test_app_has_lineage_endpoints(self):
+        from feast.lineage_server import create_lineage_app
+
+        store = self._make_mock_store(
+            ol_config=OpenLineageConfig(
+                enabled=True,
+                consumer=OpenLineageConsumerConfig(
+                    enabled=True,
+                    connection_string="sqlite://",
+                ),
+            )
+        )
+        app = create_lineage_app(store)
+
+        openapi = app.openapi()
+        paths = list(openapi.get("paths", {}).keys())
+        assert any("/lineage" in p for p in paths), f"No /lineage path in {paths}"
+
+
+class TestStandaloneServerFlag:
+    """Test that standalone_server flag controls embedded consumer."""
+
+    def test_standalone_server_skips_embedded_consumer(self):
+        """Verify the standalone_server flag is correctly propagated."""
+        config = OpenLineageConsumerConfig(
+            enabled=True,
+            standalone_server=True,
+        )
+        assert config.standalone_server is True
+
+        d = config.to_dict()
+        assert d["standalone_server"] is True
+
+        restored = OpenLineageConsumerConfig.from_dict(d)
+        assert restored.standalone_server is True
+
+    def test_standalone_server_defaults_false(self):
+        config = OpenLineageConsumerConfig(enabled=True)
+        assert config.standalone_server is False
+
+
+class TestBuildRbacCallback:
+    """Test _build_rbac_callback."""
+
+    def test_returns_none_without_authz(self):
+        from feast.lineage_server import _build_rbac_callback
+
+        store = MagicMock()
+        store.config = MagicMock()
+        store.config.auth = None
+        store.config.auth_config = None
+
+        result = _build_rbac_callback(store)
+        assert result is None
diff --git a/sdk/python/tests/unit/openlineage/test_processor.py b/sdk/python/tests/unit/openlineage/test_processor.py
index e5ed9388132..c7e3e1a0ac3 100644
--- a/sdk/python/tests/unit/openlineage/test_processor.py
+++ b/sdk/python/tests/unit/openlineage/test_processor.py
@@ -509,7 +509,7 @@ def test_online_store_prefix_mapped(self, processor, store):
         )
         datasets = store.get_datasets()
         ds = [d for d in datasets if d["dataset_name"] == "online_store_driver_fv"][0]
-        assert ds["feast_object_type"] == "featureView"
+        assert ds["feast_object_type"] == "onlineStore"
         assert ds["feast_object_name"] == "driver_fv"
 
     def test_request_source_prefix_mapped(self, processor, store):
@@ -538,7 +538,46 @@ def test_default_mapping(self, processor, store):
         )
         datasets = store.get_datasets()
         ds = [d for d in datasets if d["dataset_name"] == "regular_dataset"][0]
-        assert ds["feast_object_type"] == "unknown"
+        # Unresolvable datasets stay untyped rather than "unknown"
+        assert ds["feast_object_type"] in (None, "unknown")
+
+    def test_facet_mapping_feature_view(self, processor, store):
+        processor.process_event(
+            _run_event(
+                inputs=[
+                    {
+                        "namespace": "test-ns",
+                        "name": "driver_hourly_stats",
+                        "facets": {
+                            "feast_featureView": {"name": "driver_hourly_stats"}
+                        },
+                    }
+                ],
+            )
+        )
+        ds = [
+            d
+            for d in store.get_datasets()
+            if d["dataset_name"] == "driver_hourly_stats"
+        ][0]
+        assert ds["feast_object_type"] == "featureView"
+        assert ds["feast_object_name"] == "driver_hourly_stats"
+
+    def test_facet_mapping_entity(self, processor, store):
+        processor.process_event(
+            _run_event(
+                inputs=[
+                    {
+                        "namespace": "test-ns",
+                        "name": "driver",
+                        "facets": {"feast_entity": {"name": "driver"}},
+                    }
+                ],
+            )
+        )
+        ds = [d for d in store.get_datasets() if d["dataset_name"] == "driver"][0]
+        assert ds["feast_object_type"] == "entity"
+        assert ds["feast_object_name"] == "driver"
 
     def test_namespace_mapping_applied(self, processor_with_mapping, store):
         processor_with_mapping.process_event(
diff --git a/sdk/python/tests/unit/openlineage/test_store.py b/sdk/python/tests/unit/openlineage/test_store.py
index bf45765358d..66ffb9cd325 100644
--- a/sdk/python/tests/unit/openlineage/test_store.py
+++ b/sdk/python/tests/unit/openlineage/test_store.py
@@ -561,3 +561,128 @@ def test_purge_nonexistent_namespace(self, store):
         self._populate_two_ns(store)
         store.purge_namespace("ns-nonexistent")
         assert len(store.get_events()) == 2
+
+
+class TestRetention:
+    """Tests for prune_expired() and get_retention_stats()."""
+
+    def _insert_old_and_new(self, store, old_age_days=60, new_age_days=5):
+        """Insert events/runs at two ages: one old (should be pruned), one new."""
+        old_ms = int((time.time() - old_age_days * 86400) * 1000)
+        new_ms = int((time.time() - new_age_days * 86400) * 1000)
+
+        tbl_ev = OL_TABLES["events"]
+        tbl_runs = OL_TABLES["runs"]
+        tbl_rio = OL_TABLES["run_io"]
+
+        with store.engine.begin() as conn:
+            conn.execute(
+                tbl_ev.insert().values(
+                    event_id="old-evt",
+                    event_type="COMPLETE",
+                    event_time=old_ms,
+                    producer="test",
+                    job_namespace="ns",
+                    job_name="job1",
+                    run_id="old-run",
+                    event_json="{}",
+                    created_at=old_ms,
+                )
+            )
+            conn.execute(
+                tbl_ev.insert().values(
+                    event_id="new-evt",
+                    event_type="COMPLETE",
+                    event_time=new_ms,
+                    producer="test",
+                    job_namespace="ns",
+                    job_name="job1",
+                    run_id="new-run",
+                    event_json="{}",
+                    created_at=new_ms,
+                )
+            )
+            conn.execute(
+                tbl_runs.insert().values(
+                    run_id="old-run",
+                    job_namespace="ns",
+                    job_name="job1",
+                    state="COMPLETE",
+                    updated_at=old_ms,
+                )
+            )
+            conn.execute(
+                tbl_runs.insert().values(
+                    run_id="new-run",
+                    job_namespace="ns",
+                    job_name="job1",
+                    state="COMPLETE",
+                    updated_at=new_ms,
+                )
+            )
+            conn.execute(
+                tbl_rio.insert().values(
+                    run_id="old-run",
+                    dataset_namespace="ns",
+                    dataset_name="ds1",
+                    io_type="INPUT",
+                )
+            )
+            conn.execute(
+                tbl_rio.insert().values(
+                    run_id="new-run",
+                    dataset_namespace="ns",
+                    dataset_name="ds1",
+                    io_type="INPUT",
+                )
+            )
+
+        store.upsert_job("ns", "job1", {"namespace": "ns", "name": "job1"})
+        store.upsert_dataset("ns", "ds1")
+
+    def test_prune_removes_old_keeps_new(self, store):
+        self._insert_old_and_new(store)
+        deleted = store.prune_expired(retention_days=30)
+
+        assert deleted["events"] == 1
+        assert deleted["runs"] == 1
+        assert deleted["run_io"] == 1
+
+        assert len(store.get_events()) == 1
+        assert len(store.get_runs()) == 1
+
+    def test_prune_preserves_graph_tables(self, store):
+        self._insert_old_and_new(store)
+        store.upsert_lineage_edge("dataset", "ns", "ds1", "job", "ns", "job1")
+
+        store.prune_expired(retention_days=30)
+
+        assert len(store.get_jobs(namespaces=["ns"])) == 1
+        assert len(store.get_datasets(namespaces=["ns"])) == 1
+        edges = store.get_all_lineage_edges(namespaces=["ns"])
+        assert len(edges) == 1
+
+    def test_prune_disabled_when_zero(self, store):
+        self._insert_old_and_new(store)
+        deleted = store.prune_expired(retention_days=0)
+
+        assert deleted == {}
+        assert len(store.get_events()) == 2
+
+    def test_prune_noop_when_nothing_expired(self, store):
+        self._insert_old_and_new(store, old_age_days=5, new_age_days=1)
+        deleted = store.prune_expired(retention_days=30)
+
+        assert deleted["events"] == 0
+        assert deleted["runs"] == 0
+        assert len(store.get_events()) == 2
+
+    def test_retention_stats(self, store):
+        self._insert_old_and_new(store)
+        stats = store.get_retention_stats()
+
+        assert stats["events"]["count"] == 2
+        assert stats["runs"]["count"] == 2
+        assert stats["jobs"]["count"] == 1
+        assert stats["datasets"]["count"] == 1
+        assert "oldest_ms" in stats["events"]
diff --git a/sdk/python/tests/unit/openlineage/test_teardown.py b/sdk/python/tests/unit/openlineage/test_teardown.py
index 2f754c230b5..c932ecfd0bf 100644
--- a/sdk/python/tests/unit/openlineage/test_teardown.py
+++ b/sdk/python/tests/unit/openlineage/test_teardown.py
@@ -1,84 +1,45 @@
 """Tests for FeatureStore._teardown_openlineage()."""
 
 from contextvars import ContextVar
-from unittest.mock import MagicMock, patch
+from unittest.mock import MagicMock
 
 import pytest
 
 
 class TestTeardownOpenlineage:
-    def _make_feature_store(
-        self, ol_enabled=True, consumer_enabled=True, conn_str="sqlite:///test.db"
-    ):
-        """Create a mock FeatureStore with configurable OL settings."""
+    def _make_feature_store(self, emitter=None):
+        """Create a mock FeatureStore with a controllable OL emitter."""
         from feast.feature_store import FeatureStore
 
         fs = object.__new__(FeatureStore)
         fs._current_project = ContextVar("current_project", default=None)
-
-        mock_ol_config = MagicMock()
-        mock_ol_config.enabled = ol_enabled
-
-        mock_consumer = MagicMock()
-        mock_consumer.enabled = consumer_enabled
-        mock_consumer.connection_string = conn_str
-
-        mock_full_config = MagicMock()
-        mock_full_config.consumer = mock_consumer
-
-        mock_ol_config.to_openlineage_config.return_value = mock_full_config
+        fs._openlineage_emitter = emitter
 
         mock_config = MagicMock()
         mock_config.project = "test_project"
-        mock_config.openlineage = mock_ol_config
-
+        mock_config.openlineage = MagicMock(enabled=True)
         fs.config = mock_config
-
         return fs
 
-    def test_calls_purge_namespace(self):
-        """When OL consumer is configured, teardown should purge the project namespace."""
-        fs = self._make_feature_store()
-
-        with patch("feast.openlineage.store.OpenLineageStore") as mock_store_cls:
-            mock_instance = mock_store_cls.return_value
-            fs._teardown_openlineage()
-            mock_store_cls.assert_called_once_with(
-                connection_string="sqlite:///test.db"
-            )
-            mock_instance.purge_namespace.assert_called_once_with(
-                "test_project/test_project"
-            )
-
-    def test_no_crash_when_ol_not_configured(self):
-        """When OL is not configured, teardown should silently succeed."""
-        from feast.feature_store import FeatureStore
-
-        fs = object.__new__(FeatureStore)
-        fs._current_project = ContextVar("current_project", default=None)
-        mock_config = MagicMock()
-        mock_config.openlineage = None
-        fs.config = mock_config
-
-        fs._teardown_openlineage()
-
-    def test_no_crash_when_consumer_disabled(self):
-        """When consumer is disabled, teardown should not attempt purge."""
-        fs = self._make_feature_store(consumer_enabled=False)
+    def test_calls_emitter_teardown_project(self):
+        """Teardown delegates purge to the emitter."""
+        emitter = MagicMock()
+        fs = self._make_feature_store(emitter=emitter)
         fs._teardown_openlineage()
+        emitter.teardown_project.assert_called_once_with("test_project")
 
-    def test_no_crash_when_ol_disabled(self):
-        """When OL is disabled entirely, teardown should not attempt purge."""
-        fs = self._make_feature_store(ol_enabled=False)
+    def test_no_crash_when_emitter_missing(self):
+        """When OL emitter is absent, teardown should silently succeed."""
+        fs = self._make_feature_store(emitter=None)
+        # Force property path: no emitter init
+        fs._init_openlineage_emitter = MagicMock(return_value=None)  # type: ignore
         fs._teardown_openlineage()
 
     def test_exception_is_warning_not_error(self):
         """If purge fails, it should warn, not raise."""
-        fs = self._make_feature_store()
+        emitter = MagicMock()
+        emitter.teardown_project.side_effect = Exception("DB error")
+        fs = self._make_feature_store(emitter=emitter)
 
-        with patch(
-            "feast.openlineage.store.OpenLineageStore",
-            side_effect=Exception("DB error"),
-        ):
-            with pytest.warns(match="Failed to clean up OpenLineage"):
-                fs._teardown_openlineage()
+        with pytest.warns(match="Failed to clean up OpenLineage"):
+            fs._teardown_openlineage()
diff --git a/sdk/python/tests/unit/permissions/auth/conftest.py b/sdk/python/tests/unit/permissions/auth/conftest.py
index 1ad5a30fe7d..cf25fc970a0 100644
--- a/sdk/python/tests/unit/permissions/auth/conftest.py
+++ b/sdk/python/tests/unit/permissions/auth/conftest.py
@@ -1,3 +1,6 @@
+from typing import Dict
+from unittest.mock import MagicMock
+
 import pytest
 from kubernetes import client
 
@@ -62,6 +65,22 @@ def oidc_config() -> OidcAuthConfig:
     )
 
 
+@pytest.fixture
+def discovery_data() -> Dict[str, str]:
+    return {
+        "authorization_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/auth",
+        "token_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/token",
+        "jwks_uri": "https://localhost:8080/realms/master/protocol/openid-connect/certs",
+    }
+
+
+@pytest.fixture
+def signing_key() -> MagicMock:
+    key = MagicMock()
+    key.key = "a-key"
+    return key
+
+
 @pytest.fixture(
     scope="module",
     params=[
diff --git a/sdk/python/tests/unit/permissions/auth/test_token_parser.py b/sdk/python/tests/unit/permissions/auth/test_token_parser.py
index fdec71e109a..a5056393b60 100644
--- a/sdk/python/tests/unit/permissions/auth/test_token_parser.py
+++ b/sdk/python/tests/unit/permissions/auth/test_token_parser.py
@@ -1,16 +1,21 @@
 import asyncio
 import os
+import ssl
+import time
 from unittest import mock
 from unittest.mock import MagicMock, patch
 
 import assertpy
+import jwt
 import pytest
+from pydantic import ValidationError
 from starlette.authentication import (
     AuthenticationError,
 )
 
 from feast.permissions.auth.kubernetes_token_parser import KubernetesTokenParser
 from feast.permissions.auth.oidc_token_parser import OidcTokenParser
+from feast.permissions.auth_model import OidcAuthConfig
 from feast.permissions.user import User
 
 _CLIENT_ID = "test"
@@ -23,17 +28,16 @@
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_token_validation_success(
-    mock_discovery_data, mock_jwt, mock_signing_key, mock_oauth2, oidc_config
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
 ):
-    signing_key = MagicMock()
-    signing_key.key = "a-key"
     mock_signing_key.return_value = signing_key
-
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/auth",
-        "token_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/token",
-        "jwks_uri": "https://localhost:8080/realms/master/protocol/openid-connect/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     user_data = {
         "preferred_username": "my-name",
@@ -67,17 +71,16 @@ def test_oidc_token_validation_success(
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_token_missing_roles_key_returns_empty(
-    mock_discovery_data, mock_jwt, mock_signing_key, mock_oauth2, oidc_config
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
 ):
-    signing_key = MagicMock()
-    signing_key.key = "a-key"
     mock_signing_key.return_value = signing_key
-
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/auth",
-        "token_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/token",
-        "jwks_uri": "https://localhost:8080/realms/master/protocol/openid-connect/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     user_data = {
         "preferred_username": "my-name",
@@ -104,17 +107,16 @@ def test_oidc_token_missing_roles_key_returns_empty(
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_token_extracts_groups(
-    mock_discovery_data, mock_jwt, mock_signing_key, mock_oauth2, oidc_config
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
 ):
-    signing_key = MagicMock()
-    signing_key.key = "a-key"
     mock_signing_key.return_value = signing_key
-
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/auth",
-        "token_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/token",
-        "jwks_uri": "https://localhost:8080/realms/master/protocol/openid-connect/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     user_data = {
         "preferred_username": "my-name",
@@ -146,17 +148,16 @@ def test_oidc_token_extracts_groups(
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_token_extracts_groups_and_roles(
-    mock_discovery_data, mock_jwt, mock_signing_key, mock_oauth2, oidc_config
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
 ):
-    signing_key = MagicMock()
-    signing_key.key = "a-key"
     mock_signing_key.return_value = signing_key
-
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/auth",
-        "token_endpoint": "https://localhost:8080/realms/master/protocol/openid-connect/token",
-        "jwks_uri": "https://localhost:8080/realms/master/protocol/openid-connect/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     user_data = {
         "preferred_username": "my-name",
@@ -184,6 +185,212 @@ def test_oidc_token_extracts_groups_and_roles(
         assertpy.assert_that(user.has_matching_group(["banking-admin"])).is_true()
 
 
+@pytest.mark.parametrize(
+    "token_claims, expected_username",
+    [
+        # Human identity claims keep precedence over the application claims.
+        (
+            {
+                "preferred_username": "my-name",
+                "upn": "my-name@example.com",
+                "azp": "my-client-app",
+            },
+            "my-name",
+        ),
+        (
+            {"upn": "my-name@example.com", "azp": "my-client-app"},
+            "my-name@example.com",
+        ),
+        # A human claim still wins when accompanied only by application claims.
+        (
+            {
+                "preferred_username": "my-name",
+                "appid": "my-v1-client-app",
+                "sub": "my-subject",
+            },
+            "my-name",
+        ),
+        ({"upn": "my-name@example.com", "sub": "my-subject"}, "my-name@example.com"),
+        # Entra ID client-credentials (app-only) tokens carry no human claim.
+        (
+            {"azp": "my-client-app", "appid": "my-v1-client-app", "sub": "my-subject"},
+            "my-client-app",
+        ),
+        ({"appid": "my-v1-client-app", "sub": "my-subject"}, "my-v1-client-app"),
+        ({"sub": "my-subject"}, "my-subject"),
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_token_username_claim_precedence(
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    token_claims,
+    expected_username,
+    oidc_config,
+    discovery_data,
+    signing_key,
+):
+    mock_signing_key.return_value = signing_key
+    mock_discovery_data.return_value = discovery_data
+
+    mock_jwt.return_value = token_claims
+
+    access_token = "aaa-bbb-ccc"
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    user = asyncio.run(
+        token_parser.user_details_from_access_token(access_token=access_token)
+    )
+
+    assertpy.assert_that(user).is_type_of(User)
+    if isinstance(user, User):
+        assertpy.assert_that(user.username).is_equal_to(expected_username)
+
+
+@pytest.mark.parametrize(
+    "token_claims",
+    [
+        # No identity claim at all.
+        {"resource_access": {_CLIENT_ID: {"roles": ["reader"]}}},
+        # Identity claims present but null are skipped, not accepted.
+        {"preferred_username": None, "upn": None, "azp": None, "sub": None},
+        # A non-string identity claim is skipped, not accepted.
+        {"sub": 12345},
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_token_without_usable_username_claim_fails(
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    token_claims,
+    oidc_config,
+    discovery_data,
+    signing_key,
+):
+    mock_signing_key.return_value = signing_key
+    mock_discovery_data.return_value = discovery_data
+
+    mock_jwt.return_value = token_claims
+
+    access_token = "aaa-bbb-ccc"
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    with pytest.raises(AuthenticationError):
+        asyncio.run(
+            token_parser.user_details_from_access_token(access_token=access_token)
+        )
+
+
+@pytest.mark.parametrize(
+    "token_claims, expected_roles",
+    [
+        # Entra ID app roles arrive in the top-level `roles` claim.
+        ({"roles": ["reader", "writer"]}, ["reader", "writer"]),
+        # Duplicates within the top-level claim are collapsed.
+        ({"roles": ["reader", "reader", "writer"]}, ["reader", "writer"]),
+        # Keycloak's nested claim keeps working on its own.
+        ({"resource_access": {_CLIENT_ID: {"roles": ["reader"]}}}, ["reader"]),
+        # Both shapes present: merged, in order, without duplicates.
+        (
+            {
+                "resource_access": {_CLIENT_ID: {"roles": ["reader", "writer"]}},
+                "roles": ["writer", "admin"],
+            },
+            ["reader", "writer", "admin"],
+        ),
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_token_merges_top_level_and_resource_access_roles(
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    token_claims,
+    expected_roles,
+    oidc_config,
+    discovery_data,
+    signing_key,
+):
+    mock_signing_key.return_value = signing_key
+    mock_discovery_data.return_value = discovery_data
+
+    mock_jwt.return_value = {"preferred_username": "my-name", **token_claims}
+
+    access_token = "aaa-bbb-ccc"
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    user = asyncio.run(
+        token_parser.user_details_from_access_token(access_token=access_token)
+    )
+
+    assertpy.assert_that(user).is_type_of(User)
+    if isinstance(user, User):
+        assertpy.assert_that(user.roles).is_equal_to(expected_roles)
+
+
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_identity_and_roles_come_from_verified_decode(
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
+):
+    """Identity and roles must come from the signature-verified decode, not the
+    unverified decode used only for routing."""
+    mock_signing_key.return_value = signing_key
+    mock_discovery_data.return_value = discovery_data
+
+    def decode(token, key=None, *args, **kwargs):
+        if kwargs.get("options", {}).get("verify_signature") is False:
+            # Unverified decode, used only for routing; must not drive identity.
+            return {
+                "preferred_username": "spoofed-user",
+                "resource_access": {_CLIENT_ID: {"roles": ["spoofed-role"]}},
+            }
+        return {
+            "preferred_username": "verified-user",
+            "resource_access": {_CLIENT_ID: {"roles": ["reader"]}},
+        }
+
+    mock_jwt.side_effect = decode
+
+    access_token = "aaa-bbb-ccc"
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    user = asyncio.run(
+        token_parser.user_details_from_access_token(access_token=access_token)
+    )
+
+    assertpy.assert_that(user).is_type_of(User)
+    if isinstance(user, User):
+        assertpy.assert_that(user.username).is_equal_to("verified-user")
+        assertpy.assert_that(user.roles).is_equal_to(["reader"])
+
+
 @patch(
     "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
 )
@@ -267,6 +474,376 @@ async def mock_oath2(self, request):
             assertpy.assert_that(user.has_matching_role(["updater"])).is_false()
 
 
+# ---------------------------------------------------------------------------
+# JWKS client lifecycle (one lazy client per parser)
+# ---------------------------------------------------------------------------
+
+
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_jwks_client_is_lazy_and_reused_per_parser(
+    mock_discovery_data,
+    mock_jwks_client_cls,
+    mock_jwt,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+):
+    """One JWKS client per parser: built on the first request (not at
+    construction, which would move a blocking discovery fetch into server
+    startup), reused across requests, and scoped to the parser instance."""
+    mock_discovery_data.return_value = discovery_data
+    mock_jwt.return_value = {"preferred_username": "my-name"}
+
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    assertpy.assert_that(mock_jwks_client_cls.call_count).is_equal_to(0)
+
+    for _ in range(3):
+        asyncio.run(
+            token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc")
+        )
+    assertpy.assert_that(mock_jwks_client_cls.call_count).is_equal_to(1)
+
+    # A second parser must not see the first parser's client: each parser
+    # verifies against the JWKS of its own configured provider.
+    other_parser = OidcTokenParser(auth_config=oidc_config)
+    asyncio.run(other_parser.user_details_from_access_token(access_token="aaa-bbb-ccc"))
+    assertpy.assert_that(mock_jwks_client_cls.call_count).is_equal_to(2)
+
+
+@pytest.mark.parametrize("verify_ssl", [True, False])
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_jwks_client_ssl_context_follows_config(
+    mock_discovery_data,
+    mock_jwks_client_cls,
+    mock_jwt,
+    mock_oauth2,
+    verify_ssl,
+    discovery_data,
+):
+    """The client is built with the discovery JWKS URL and an SSL context
+    matching verify_ssl: default configs must keep certificate verification
+    on, and verify_ssl=False must be the only way to turn it off."""
+    mock_discovery_data.return_value = discovery_data
+    mock_jwt.return_value = {"preferred_username": "my-name"}
+
+    token_parser = OidcTokenParser(auth_config=_oidc_config_with(verify_ssl=verify_ssl))
+    asyncio.run(token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc"))
+
+    call = mock_jwks_client_cls.call_args
+    assertpy.assert_that(call.args[0]).is_equal_to(discovery_data["jwks_uri"])
+    ssl_ctx = call.kwargs["ssl_context"]
+    if verify_ssl:
+        assertpy.assert_that(ssl_ctx.verify_mode).is_equal_to(ssl.CERT_REQUIRED)
+        assertpy.assert_that(ssl_ctx.check_hostname).is_true()
+    else:
+        assertpy.assert_that(ssl_ctx.verify_mode).is_equal_to(ssl.CERT_NONE)
+        assertpy.assert_that(ssl_ctx.check_hostname).is_false()
+
+
+@pytest.mark.parametrize(
+    "overrides,expected_lifespan,expected_timeout",
+    [
+        ({}, 300, 10),
+        (
+            {
+                "jwks_cache_lifespan_seconds": 60,
+                "jwks_request_timeout_seconds": 2.5,
+            },
+            60,
+            2.5,
+        ),
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_jwks_client_cache_and_timeout_follow_config(
+    mock_discovery_data,
+    mock_jwks_client_cls,
+    mock_jwt,
+    mock_oauth2,
+    overrides,
+    expected_lifespan,
+    expected_timeout,
+    discovery_data,
+):
+    """The JWK-set cache lifespan and the fetch timeout are operator-tunable:
+    the lifespan bounds how long a revoked key keeps validating, and the
+    timeout bounds how long an unresponsive IdP blocks the serving path."""
+    mock_discovery_data.return_value = discovery_data
+    mock_jwt.return_value = {"preferred_username": "my-name"}
+
+    token_parser = OidcTokenParser(auth_config=_oidc_config_with(**overrides))
+    asyncio.run(token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc"))
+
+    kwargs = mock_jwks_client_cls.call_args.kwargs
+    assertpy.assert_that(kwargs["lifespan"]).is_equal_to(expected_lifespan)
+    assertpy.assert_that(kwargs["timeout"]).is_equal_to(expected_timeout)
+
+
+@pytest.mark.parametrize(
+    "overrides",
+    [
+        {"jwks_cache_lifespan_seconds": 0},
+        {"jwks_cache_lifespan_seconds": -1},
+        {"jwks_request_timeout_seconds": 0},
+        {"jwks_request_timeout_seconds": -1},
+    ],
+)
+def test_oidc_jwks_tunables_reject_non_positive_values(overrides):
+    """A non-positive lifespan would expire the cache immediately, silently
+    restoring a JWKS fetch per request; a non-positive timeout is equally
+    meaningless. Reject both at config load rather than at serving time."""
+    with pytest.raises(ValidationError):
+        _oidc_config_with(**overrides)
+
+
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_jwks_client_construction_failure_is_retried(
+    mock_discovery_data,
+    mock_jwks_client_cls,
+    mock_jwt,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+):
+    """A failed first construction must leave the parser able to retry on
+    the next request: the parser is a process singleton, so caching a failed
+    or half-built client would wedge authentication until restart."""
+    mock_discovery_data.return_value = discovery_data
+    mock_jwt.return_value = {"preferred_username": "my-name"}
+    mock_jwks_client_cls.side_effect = [RuntimeError("IdP unreachable"), MagicMock()]
+
+    token_parser = OidcTokenParser(auth_config=oidc_config)
+    with pytest.raises(RuntimeError):
+        asyncio.run(
+            token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc")
+        )
+
+    user = asyncio.run(
+        token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc")
+    )
+    assertpy.assert_that(user.username).is_equal_to("my-name")
+    assertpy.assert_that(mock_jwks_client_cls.call_count).is_equal_to(2)
+
+
+# ---------------------------------------------------------------------------
+# Optional audience / issuer verification (opt-in via OidcAuthConfig)
+# ---------------------------------------------------------------------------
+
+
+def _oidc_config_with(**overrides) -> OidcAuthConfig:
+    return OidcAuthConfig(
+        auth_discovery_url="https://localhost:8080/realms/master/.well-known/openid-configuration",
+        client_id=_CLIENT_ID,
+        type="oidc",
+        **overrides,
+    )
+
+
+@pytest.fixture(scope="module")
+def rsa_keypair() -> tuple:
+    """A real RSA keypair, so the aud/iss tests exercise the real ``jwt.decode``."""
+    from cryptography.hazmat.primitives import serialization
+    from cryptography.hazmat.primitives.asymmetric import rsa
+
+    private_key = rsa.generate_private_key(public_exponent=65537, key_size=2048)
+    private_pem = private_key.private_bytes(
+        encoding=serialization.Encoding.PEM,
+        format=serialization.PrivateFormat.PKCS8,
+        encryption_algorithm=serialization.NoEncryption(),
+    )
+    public_pem = private_key.public_key().public_bytes(
+        encoding=serialization.Encoding.PEM,
+        format=serialization.PublicFormat.SubjectPublicKeyInfo,
+    )
+    return private_pem, public_pem
+
+
+def _make_token(private_pem: bytes, claims: dict) -> str:
+    now = int(time.time())
+    return jwt.encode(
+        {"iat": now, "exp": now + 300, **claims}, private_pem, algorithm="RS256"
+    )
+
+
+@pytest.mark.parametrize(
+    "audience,issuer",
+    [
+        (None, None),
+        ("api://feast-server", None),
+        (None, "https://idp.example.com/realm"),
+        ("api://feast-server", "https://idp.example.com/realm"),
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_decode_verification_options_follow_config(
+    mock_discovery_data,
+    mock_jwt,
+    mock_signing_key,
+    mock_oauth2,
+    audience,
+    issuer,
+    discovery_data,
+    signing_key,
+):
+    """The verified decode enables aud/iss checks exactly when the config
+    provides expected values, and stays permissive otherwise."""
+    mock_signing_key.return_value = signing_key
+    mock_discovery_data.return_value = discovery_data
+    mock_jwt.return_value = {"preferred_username": "my-name"}
+
+    token_parser = OidcTokenParser(
+        auth_config=_oidc_config_with(audience=audience, issuer=issuer)
+    )
+    asyncio.run(token_parser.user_details_from_access_token(access_token="aaa-bbb-ccc"))
+
+    verified_calls = [
+        c
+        for c in mock_jwt.call_args_list
+        if c.kwargs.get("options", {}).get("verify_signature") is not False
+    ]
+    assertpy.assert_that(verified_calls).is_length(1)
+    kwargs = verified_calls[0].kwargs
+    assertpy.assert_that(kwargs["options"]["verify_aud"]).is_equal_to(
+        audience is not None
+    )
+    assertpy.assert_that(kwargs["options"]["verify_iss"]).is_equal_to(
+        issuer is not None
+    )
+    assertpy.assert_that(kwargs["audience"]).is_equal_to(
+        audience if audience is not None else "account"
+    )
+    assertpy.assert_that(kwargs["issuer"]).is_equal_to(issuer)
+
+
+@pytest.mark.parametrize(
+    "config_kwargs,claims,should_authenticate",
+    [
+        # Opt-in audience: match accepted, mismatch and missing rejected.
+        ({"audience": "api://feast-server"}, {"aud": "api://feast-server"}, True),
+        ({"audience": "api://feast-server"}, {"aud": "api://another-app"}, False),
+        ({"audience": "api://feast-server"}, {}, False),
+        # Opt-in issuer: match accepted, mismatch rejected.
+        (
+            {"issuer": "https://idp.example.com/expected"},
+            {"iss": "https://idp.example.com/expected"},
+            True,
+        ),
+        (
+            {"issuer": "https://idp.example.com/expected"},
+            {"iss": "https://idp.example.com/other"},
+            False,
+        ),
+        # Default config: neither claim is verified, so a token minted for a
+        # different resource still authenticates (pre-existing behavior).
+        ({}, {"aud": "api://another-app", "iss": "https://idp.example.com/any"}, True),
+    ],
+)
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_audience_issuer_verification_end_to_end(
+    mock_discovery_data,
+    mock_signing_key,
+    mock_oauth2,
+    config_kwargs,
+    claims,
+    should_authenticate,
+    discovery_data,
+    rsa_keypair,
+):
+    """Real RS256-signed tokens through the real ``jwt.decode``: opt-in checks
+    reject mismatched aud/iss and the default stays permissive."""
+    private_pem, public_pem = rsa_keypair
+    mock_discovery_data.return_value = discovery_data
+    key = MagicMock()
+    key.key = public_pem
+    mock_signing_key.return_value = key
+
+    token = _make_token(private_pem, {"preferred_username": "my-name", **claims})
+    token_parser = OidcTokenParser(auth_config=_oidc_config_with(**config_kwargs))
+
+    if should_authenticate:
+        user = asyncio.run(
+            token_parser.user_details_from_access_token(access_token=token)
+        )
+        assertpy.assert_that(user).is_type_of(User)
+        if isinstance(user, User):
+            assertpy.assert_that(user.username).is_equal_to("my-name")
+    else:
+        with pytest.raises(AuthenticationError):
+            asyncio.run(token_parser.user_details_from_access_token(access_token=token))
+
+
+@patch(
+    "feast.permissions.auth.oidc_token_parser.OAuth2AuthorizationCodeBearer.__call__"
+)
+@patch("feast.permissions.auth.oidc_token_parser.PyJWKClient.get_signing_key_from_jwt")
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+def test_oidc_default_supports_v1_tokens_against_v2_discovery(
+    mock_discovery_data,
+    mock_signing_key,
+    mock_oauth2,
+    discovery_data,
+    rsa_keypair,
+):
+    """Pins the Entra ID v1-token-against-v2-discovery setup: with no expected
+    audience or issuer configured, a v1.0-shaped app-only token (issuer under
+    ``sts.windows.net``, ``api://`` audience, ``appid`` identity) validates
+    against a v2.0-style discovery document, because discovery is used only to
+    source the JWKS signing keys. A future strict-by-default change would
+    break real deployments and must fail here first."""
+    private_pem, public_pem = rsa_keypair
+    mock_discovery_data.return_value = discovery_data
+    key = MagicMock()
+    key.key = public_pem
+    mock_signing_key.return_value = key
+
+    token = _make_token(
+        private_pem,
+        {
+            "iss": "https://sts.windows.net/11111111-2222-3333-4444-555555555555/",
+            "aud": "api://66666666-7777-8888-9999-000000000000",
+            "appid": "client-app-id",
+            "roles": ["reader"],
+        },
+    )
+    token_parser = OidcTokenParser(auth_config=_oidc_config_with())
+
+    user = asyncio.run(token_parser.user_details_from_access_token(access_token=token))
+
+    assertpy.assert_that(user).is_type_of(User)
+    if isinstance(user, User):
+        assertpy.assert_that(user.username).is_equal_to("client-app-id")
+        assertpy.assert_that(user.roles).is_equal_to(["reader"])
+
+
 # TODO RBAC: Move role bindings to a reusable fixture
 @patch("feast.permissions.auth.kubernetes_token_parser.config.load_incluster_config")
 @patch("feast.permissions.auth.kubernetes_token_parser.jwt.decode")
@@ -401,14 +978,10 @@ def test_k8s_inter_server_comm(
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_parser_handles_sa_token_via_token_review(
-    mock_discovery_data, mock_jwt_decode, oidc_config
+    mock_discovery_data, mock_jwt_decode, oidc_config, discovery_data
 ):
     """When a token contains kubernetes.io claim, _handle_sa_token is called (not the OIDC JWKS path)."""
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/auth",
-        "token_endpoint": "https://localhost:8080/token",
-        "jwks_uri": "https://localhost:8080/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     mock_jwt_decode.return_value = {
         "kubernetes.io": {"namespace": "feast"},
@@ -447,18 +1020,17 @@ def test_oidc_parser_handles_sa_token_via_token_review(
 @patch("feast.permissions.auth.oidc_token_parser.jwt.decode")
 @patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
 def test_oidc_parser_routes_keycloak_token_normally(
-    mock_discovery_data, mock_jwt_decode, mock_signing_key, mock_oauth2, oidc_config
+    mock_discovery_data,
+    mock_jwt_decode,
+    mock_signing_key,
+    mock_oauth2,
+    oidc_config,
+    discovery_data,
+    signing_key,
 ):
     """When a token does NOT contain kubernetes.io claim, it should follow the OIDC path."""
-    signing_key = MagicMock()
-    signing_key.key = "a-key"
     mock_signing_key.return_value = signing_key
-
-    mock_discovery_data.return_value = {
-        "authorization_endpoint": "https://localhost:8080/auth",
-        "token_endpoint": "https://localhost:8080/token",
-        "jwks_uri": "https://localhost:8080/certs",
-    }
+    mock_discovery_data.return_value = discovery_data
 
     keycloak_payload = {
         "preferred_username": "testuser",
diff --git a/sdk/python/tests/unit/permissions/conftest.py b/sdk/python/tests/unit/permissions/conftest.py
index fceb9f0b197..363d9f0bdbe 100644
--- a/sdk/python/tests/unit/permissions/conftest.py
+++ b/sdk/python/tests/unit/permissions/conftest.py
@@ -1,3 +1,4 @@
+from typing import Iterator
 from unittest.mock import MagicMock, Mock
 
 import pytest
@@ -11,6 +12,7 @@
 from feast.permissions.policy import RoleBasedPolicy
 from feast.permissions.security_manager import (
     SecurityManager,
+    no_security_manager,
     set_security_manager,
 )
 from feast.permissions.user import User
@@ -63,7 +65,7 @@ def users() -> list[User]:
 
 
 @pytest.fixture
-def security_manager() -> SecurityManager:
+def security_manager() -> Iterator[SecurityManager]:
     permissions = []
     permissions.append(
         Permission(
@@ -111,4 +113,9 @@ def security_manager() -> SecurityManager:
     registry.list_permissions = Mock(return_value=permissions)
     sm = SecurityManager(project="any", registry=registry)
     set_security_manager(sm)
-    return sm
+    yield sm
+    # `set_security_manager` populates a module-level singleton that outlives
+    # this fixture. Reset it, or every later test in the same process that
+    # serves a request (e.g. the feature server tests) runs against this mock
+    # security manager and is rejected with 401 Unauthorized.
+    no_security_manager()
diff --git a/sdk/python/tests/unit/permissions/test_oidc_auth_client.py b/sdk/python/tests/unit/permissions/test_oidc_auth_client.py
index 3d74eb2a55f..80653774ee6 100644
--- a/sdk/python/tests/unit/permissions/test_oidc_auth_client.py
+++ b/sdk/python/tests/unit/permissions/test_oidc_auth_client.py
@@ -1,5 +1,9 @@
-from unittest.mock import patch
+import time
+from unittest.mock import MagicMock, patch
 
+import jwt
+import pytest
+from pydantic import ValidationError
 from requests import Session
 
 from feast.permissions.auth_model import (
@@ -7,6 +11,11 @@
     NoAuthConfig,
     OidcClientAuthConfig,
 )
+from feast.permissions.client import oidc_authentication_client_manager
+from feast.permissions.client.client_auth_token import (
+    get_auth_token,
+    invalidate_auth_token,
+)
 from feast.permissions.client.http_auth_requests_wrapper import (
     AuthenticatedRequestsSession,
     get_http_auth_requests_session,
@@ -21,6 +30,15 @@
 MOCKED_TOKEN_VALUE: str = "dummy_token"
 
 
+@pytest.fixture(autouse=True)
+def clear_idp_token_cache():
+    """The IdP token cache is module-level state; reset it around every test
+    so no test inherits (or leaks) a cached token."""
+    oidc_authentication_client_manager._token_cache.clear()
+    yield
+    oidc_authentication_client_manager._token_cache.clear()
+
+
 def _get_dummy_oidc_auth_type() -> OidcClientAuthConfig:
     oidc_config = OidcClientAuthConfig(
         auth_discovery_url="http://localhost:8080/realms/master/.well-known/openid-configuration",
@@ -61,3 +79,237 @@ def _assert_auth_requests_session(
     assert auth_req_session.headers["Authorization"] == f"Bearer {expected_token}", (
         "Authorization token is incorrect"
     )
+
+
+# ---------------------------------------------------------------------------
+# IdP token reuse (client_secret / ROPG flow)
+# ---------------------------------------------------------------------------
+
+_DISCOVERY = {
+    "token_endpoint": "https://idp.example.com/token",
+    "authorization_endpoint": "https://idp.example.com/auth",
+    "jwks_uri": "https://idp.example.com/jwks",
+}
+
+
+def _jwt_expiring_in(seconds: int, subject: str = "test-subject") -> str:
+    """A JWT expiring *seconds* from now. *subject* distinguishes otherwise
+    identical tokens, so a test can assert which one a caller received."""
+    return jwt.encode(
+        {"exp": int(time.time()) + seconds, "sub": subject},
+        "test-key",
+        algorithm="HS256",
+    )
+
+
+def _token_response(access_token: str, expires_in=None) -> MagicMock:
+    response = MagicMock(status_code=200)
+    body = {"access_token": access_token}
+    if expires_in is not None:
+        body["expires_in"] = expires_in
+    response.json.return_value = body
+    return response
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_idp_token_reused_until_expiry(mock_post, mock_discovery):
+    """One token POST (and one discovery fetch) serves many RPCs: the auth
+    interceptors call get_auth_token per outbound request, so without reuse
+    every RPC pays two IdP round trips."""
+    mock_discovery.return_value = _DISCOVERY
+    mock_post.return_value = _token_response(_jwt_expiring_in(3600))
+
+    config = _get_dummy_oidc_auth_type()
+    tokens = {get_auth_token(config) for _ in range(5)}
+
+    assert len(tokens) == 1
+    assert mock_post.call_count == 1
+    assert mock_discovery.call_count == 1
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_token_inside_refresh_margin_is_not_reused(mock_post, mock_discovery):
+    """A token whose remaining lifetime is inside the refresh margin must not
+    be cached: a reused token must never expire between header injection and
+    server-side validation."""
+    mock_discovery.return_value = _DISCOVERY
+    mock_post.return_value = _token_response(_jwt_expiring_in(5))
+
+    config = _get_dummy_oidc_auth_type()
+    get_auth_token(config)
+    get_auth_token(config)
+
+    assert mock_post.call_count == 2
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_opaque_token_uses_expires_in_fallback(mock_post, mock_discovery):
+    """A non-JWT token is cached when the token endpoint supplies expires_in."""
+    mock_discovery.return_value = _DISCOVERY
+    mock_post.return_value = _token_response("opaque-token", expires_in=3600)
+
+    config = _get_dummy_oidc_auth_type()
+    get_auth_token(config)
+    get_auth_token(config)
+
+    assert mock_post.call_count == 1
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_opaque_token_without_expiry_is_not_cached(mock_post, mock_discovery):
+    """With no exp claim and no expires_in, expiry is unknowable, so the
+    per-call behavior is preserved rather than risking a stale token."""
+    mock_discovery.return_value = _DISCOVERY
+    mock_post.return_value = _token_response("opaque-token")
+
+    config = _get_dummy_oidc_auth_type()
+    get_auth_token(config)
+    get_auth_token(config)
+
+    assert mock_post.call_count == 2
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_refresh_margin_is_configurable(mock_post, mock_discovery):
+    """token_refresh_margin_seconds tunes how early a token stops being
+    reused: a token 60s from expiry is reusable under the default 30s margin
+    but not under a 120s one."""
+    mock_discovery.return_value = _DISCOVERY
+    mock_post.return_value = _token_response(_jwt_expiring_in(60))
+
+    default_margin = _get_dummy_oidc_auth_type()
+    get_auth_token(default_margin)
+    get_auth_token(default_margin)
+    assert mock_post.call_count == 1
+
+    mock_post.reset_mock()
+    mock_post.return_value = _token_response(_jwt_expiring_in(60))
+
+    wide_margin = _get_dummy_oidc_auth_type()
+    # Distinct credentials give this config its own cache entry, isolating the
+    # two margins without reaching into module state to clear the cache.
+    wide_margin.client_id = "wide_margin_client_id"
+    wide_margin.token_refresh_margin_seconds = 120
+    get_auth_token(wide_margin)
+    get_auth_token(wide_margin)
+    assert mock_post.call_count == 2
+
+
+@pytest.mark.parametrize("margin", [0, -1])
+def test_refresh_margin_rejects_non_positive_values(margin):
+    """A zero or negative margin would let a token be reused right up to (or
+    past) its expiry, so reject it at config load rather than at request time."""
+    with pytest.raises(ValidationError):
+        OidcClientAuthConfig(
+            auth_discovery_url="http://localhost:8080/realms/master/.well-known/openid-configuration",
+            type="oidc",
+            client_id="dummy_client_id",
+            client_secret="client_secret",
+            token_refresh_margin_seconds=margin,
+        )
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_distinct_configs_do_not_share_tokens(mock_post, mock_discovery):
+    """The cache is keyed by the token-request identity: two clients with
+    different credentials must never receive each other's tokens."""
+    mock_discovery.return_value = _DISCOVERY
+    token_a = _jwt_expiring_in(3600)
+    token_b = _jwt_expiring_in(7200)
+    mock_post.side_effect = [_token_response(token_a), _token_response(token_b)]
+
+    config_a = _get_dummy_oidc_auth_type()
+    config_b = _get_dummy_oidc_auth_type()
+    config_b.client_id = "another_client_id"
+
+    assert get_auth_token(config_a) == token_a
+    assert get_auth_token(config_b) == token_b
+    assert get_auth_token(config_a) == token_a
+    assert get_auth_token(config_b) == token_b
+    assert mock_post.call_count == 2
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_shared_credentials_each_honor_their_own_margin(mock_post, mock_discovery):
+    """Configs sharing IdP credentials but differing in refresh margin share a
+    cache entry, so each must apply its own margin when reading it.
+
+    Regression: the cache once stored ``exp - margin`` while the margin was
+    absent from the cache key, so whichever config wrote the entry imposed its
+    deadline on the other. Here the 30s-margin config caches a token 60s from
+    expiry; the 120s-margin config must refetch rather than reuse it with only
+    60s left. Deliberately does not clear the cache between the two configs —
+    clearing is what hid this.
+    """
+    mock_discovery.return_value = _DISCOVERY
+    narrow_token = _jwt_expiring_in(60, subject="narrow")
+    wide_token = _jwt_expiring_in(60, subject="wide")
+    mock_post.side_effect = [
+        _token_response(narrow_token),
+        _token_response(wide_token),
+    ]
+
+    narrow_margin = _get_dummy_oidc_auth_type()
+    wide_margin = _get_dummy_oidc_auth_type()
+    wide_margin.token_refresh_margin_seconds = 120
+
+    assert get_auth_token(narrow_margin) == narrow_token
+    assert get_auth_token(wide_margin) == wide_token
+    assert mock_post.call_count == 2
+
+    # The reverse direction is safe and must stay cheap: the narrow-margin
+    # config can reuse the entry the wide-margin one just wrote, because 60s
+    # of remaining life clears its 30s margin.
+    assert get_auth_token(narrow_margin) == wide_token
+    assert mock_post.call_count == 2
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_invalidate_auth_token_forces_a_refetch(mock_post, mock_discovery):
+    """A token the IdP revokes mid-life still looks valid to the client until
+    its own expiry. Invalidating drops it so the next call refetches, bounding
+    the staleness to the request that was rejected."""
+    mock_discovery.return_value = _DISCOVERY
+    first = _jwt_expiring_in(3600, subject="first")
+    second = _jwt_expiring_in(3600, subject="second")
+    mock_post.side_effect = [_token_response(first), _token_response(second)]
+
+    config = _get_dummy_oidc_auth_type()
+    assert get_auth_token(config) == first
+    assert get_auth_token(config) == first
+    assert mock_post.call_count == 1
+
+    assert invalidate_auth_token(config) is True
+    assert get_auth_token(config) == second
+    assert mock_post.call_count == 2
+
+    # Nothing cached for this config any more, so a second invalidate is a no-op.
+    invalidate_auth_token(config)
+    assert invalidate_auth_token(config) is False
+
+
+@patch("feast.permissions.oidc_service.OIDCDiscoveryService._fetch_discovery_data")
+@patch("feast.permissions.client.oidc_authentication_client_manager.requests.post")
+def test_expired_entries_are_pruned_on_miss(mock_post, mock_discovery):
+    """Entries are keyed by credential identity, so a long-lived process that
+    rotates credentials would otherwise retain every retired identity."""
+    mock_discovery.return_value = _DISCOVERY
+    cache = oidc_authentication_client_manager._token_cache
+    stale_key = ("retired-idp", "retired-client", "secret", None, None)
+    cache[stale_key] = ("stale-token", time.time() - 1)
+    live_key = ("live-idp", "live-client", "secret", None, None)
+    cache[live_key] = ("live-token", time.time() + 3600)
+
+    mock_post.return_value = _token_response(_jwt_expiring_in(3600))
+    get_auth_token(_get_dummy_oidc_auth_type())
+
+    assert stale_key not in cache, "expired entry should be pruned on insert"
+    assert live_key in cache, "unexpired entries must survive the prune"
diff --git a/sdk/python/tests/unit/permissions/test_policy.py b/sdk/python/tests/unit/permissions/test_policy.py
index 4e78282d4f8..beccaa1d577 100644
--- a/sdk/python/tests/unit/permissions/test_policy.py
+++ b/sdk/python/tests/unit/permissions/test_policy.py
@@ -42,3 +42,10 @@ def test_role_based_policy(users, required_roles, username, result):
         assertpy.assert_that(explain).is_equal_to("")
     else:
         assertpy.assert_that(len(explain)).is_greater_than(0)
+
+
+def test_policy_eq_cross_type_returns_false():
+    """A policy compared to a different type returns False, not TypeError."""
+    policy = RoleBasedPolicy(roles=["reader"])
+    assert (policy == "not a policy") is False
+    assert (policy == 42) is False
diff --git a/sdk/python/tests/unit/permissions/test_user.py b/sdk/python/tests/unit/permissions/test_user.py
index cce318cba75..c4660c62553 100644
--- a/sdk/python/tests/unit/permissions/test_user.py
+++ b/sdk/python/tests/unit/permissions/test_user.py
@@ -32,3 +32,16 @@ def test_user_has_matching_role(users, username, roles, result):
     assertpy.assert_that(user.has_matching_role(requested_roles=roles)).is_equal_to(
         result
     )
+
+
+def test_users_have_independent_default_permissions():
+    first_user = User("first")
+    second_user = User("second")
+
+    first_user.roles.append("reader")
+    first_user.groups.append("analytics")
+    first_user.namespaces.append("production")
+
+    assert second_user.roles == []
+    assert second_user.groups == []
+    assert second_user.namespaces == []
diff --git a/sdk/python/tests/unit/test_credentials.py b/sdk/python/tests/unit/test_credentials.py
new file mode 100644
index 00000000000..7e00204bac5
--- /dev/null
+++ b/sdk/python/tests/unit/test_credentials.py
@@ -0,0 +1,358 @@
+import base64
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from feast.credentials import (
+    ConnectionRef,
+    CredentialProvider,
+    CredentialResolutionError,
+    EnvironmentProvider,
+    KubernetesSecretProvider,
+    VaultProvider,
+    VaultProviderConfig,
+    get_credential_provider,
+    register_credential_provider,
+    resolve_credentials,
+)
+
+# ---------------------------------------------------------------------------
+# ConnectionRef serialization
+# ---------------------------------------------------------------------------
+
+
+class TestConnectionRefTags:
+    def test_minimal_roundtrip(self):
+        ref = ConnectionRef(provider="kubernetes", name="my-secret")
+        tags = ref.to_tags()
+        restored = ConnectionRef.from_tags(tags)
+        assert restored == ref
+
+    def test_full_roundtrip(self):
+        ref = ConnectionRef(
+            provider="vault",
+            name="secret/data/feast/conn",
+            namespace="ml-team",
+            connection_type="snowflake.offline",
+            auth_type="oauth2",
+            params={"account": "xy12345", "warehouse": "COMPUTE_WH"},
+        )
+        tags = ref.to_tags()
+        restored = ConnectionRef.from_tags(tags)
+        assert restored == ref
+
+    def test_from_tags_returns_none_when_no_provider(self):
+        assert ConnectionRef.from_tags({"unrelated": "tag"}) is None
+
+    def test_from_tags_returns_none_when_no_name(self):
+        tags = {"feast.connection-ref.provider": "kubernetes"}
+        assert ConnectionRef.from_tags(tags) is None
+
+    def test_default_auth_type_not_serialized(self):
+        ref = ConnectionRef(provider="env", name="AWS", auth_type="secret")
+        tags = ref.to_tags()
+        assert "feast.connection-ref.auth-type" not in tags
+
+    def test_non_default_auth_type_serialized(self):
+        ref = ConnectionRef(provider="env", name="AWS", auth_type="oauth2")
+        tags = ref.to_tags()
+        assert tags["feast.connection-ref.auth-type"] == "oauth2"
+
+    def test_params_roundtrip(self):
+        ref = ConnectionRef(
+            provider="env",
+            name="PG",
+            params={"host": "localhost", "port": "5432"},
+        )
+        tags = ref.to_tags()
+        assert tags["feast.connection-ref.param.host"] == "localhost"
+        assert tags["feast.connection-ref.param.port"] == "5432"
+        assert ConnectionRef.from_tags(tags) == ref
+
+    def test_mixed_tags_ignored(self):
+        tags = {
+            "feast.connection-ref.provider": "env",
+            "feast.connection-ref.name": "AWS",
+            "team": "ml",
+            "version": "2",
+        }
+        ref = ConnectionRef.from_tags(tags)
+        assert ref == ConnectionRef(provider="env", name="AWS")
+
+    def test_immutable(self):
+        ref = ConnectionRef(provider="env", name="AWS")
+        with pytest.raises(AttributeError):
+            ref.provider = "vault"
+
+
+# ---------------------------------------------------------------------------
+# Provider registry
+# ---------------------------------------------------------------------------
+
+
+class TestProviderRegistry:
+    def test_unknown_provider_raises(self):
+        with pytest.raises(CredentialResolutionError, match="No CredentialProvider"):
+            get_credential_provider("nonexistent-provider-xyz")
+
+    def test_builtin_providers_registered(self):
+        assert get_credential_provider("env") is not None
+        assert get_credential_provider("kubernetes") is not None
+        assert get_credential_provider("vault") is not None
+
+    def test_custom_provider_registration(self):
+        class DummyProvider(CredentialProvider):
+            def provider_type(self):
+                return "dummy-test"
+
+            def resolve(self, ref):
+                return {"key": "value"}
+
+        register_credential_provider(DummyProvider())
+        provider = get_credential_provider("dummy-test")
+        result = provider.resolve(ConnectionRef(provider="dummy-test", name="x"))
+        assert result == {"key": "value"}
+
+
+# ---------------------------------------------------------------------------
+# EnvironmentProvider
+# ---------------------------------------------------------------------------
+
+
+class TestEnvironmentProvider:
+    def test_prefix_filter(self, monkeypatch):
+        monkeypatch.setenv("AWS_ACCESS_KEY_ID", "AKIA...")
+        monkeypatch.setenv("AWS_SECRET_ACCESS_KEY", "secret")
+        monkeypatch.setenv("UNRELATED_VAR", "nope")
+
+        provider = EnvironmentProvider()
+        ref = ConnectionRef(provider="env", name="AWS")
+        result = provider.resolve(ref)
+
+        assert "AWS_ACCESS_KEY_ID" in result
+        assert "AWS_SECRET_ACCESS_KEY" in result
+        assert "UNRELATED_VAR" not in result
+
+    def test_empty_prefix_returns_all(self, monkeypatch):
+        monkeypatch.setenv("TEST_CRED_VAR", "yes")
+        provider = EnvironmentProvider()
+        ref = ConnectionRef(provider="env", name="*")
+        result = provider.resolve(ref)
+        assert "TEST_CRED_VAR" in result
+
+    def test_no_match_returns_empty(self, monkeypatch):
+        provider = EnvironmentProvider()
+        ref = ConnectionRef(provider="env", name="NONEXISTENT_PREFIX_XYZ_")
+        result = provider.resolve(ref)
+        assert result == {}
+
+
+# ---------------------------------------------------------------------------
+# KubernetesSecretProvider
+# ---------------------------------------------------------------------------
+
+
+class TestKubernetesSecretProvider:
+    @patch(
+        "feast.credentials.KubernetesSecretProvider._current_namespace",
+        return_value="default",
+    )
+    def test_resolve_reads_and_decodes_secret(self, _mock_ns):
+        mock_secret = MagicMock()
+        mock_secret.data = {
+            "username": base64.b64encode(b"admin").decode(),
+            "password": base64.b64encode(
+                b"s3cret"
+            ).decode(),  # pragma: allowlist secret
+        }
+
+        with patch("kubernetes.config.load_incluster_config"):
+            with patch("kubernetes.client.CoreV1Api") as mock_api_cls:
+                mock_api_cls.return_value.read_namespaced_secret.return_value = (
+                    mock_secret
+                )
+
+                provider = KubernetesSecretProvider()
+                ref = ConnectionRef(
+                    provider="kubernetes", name="my-secret", namespace="test-ns"
+                )
+                result = provider.resolve(ref)
+
+        assert result == {
+            "username": "admin",
+            "password": "s3cret",  # pragma: allowlist secret
+        }
+        mock_api_cls.return_value.read_namespaced_secret.assert_called_once_with(
+            name="my-secret", namespace="test-ns"
+        )
+
+    @patch(
+        "feast.credentials.KubernetesSecretProvider._current_namespace",
+        return_value="default",
+    )
+    def test_resolve_uses_pod_namespace_when_empty(self, mock_ns):
+        mock_secret = MagicMock()
+        mock_secret.data = {"key": base64.b64encode(b"val").decode()}
+
+        with patch("kubernetes.config.load_incluster_config"):
+            with patch("kubernetes.client.CoreV1Api") as mock_api_cls:
+                mock_api_cls.return_value.read_namespaced_secret.return_value = (
+                    mock_secret
+                )
+
+                provider = KubernetesSecretProvider()
+                ref = ConnectionRef(provider="kubernetes", name="my-secret")
+                provider.resolve(ref)
+
+        mock_api_cls.return_value.read_namespaced_secret.assert_called_once_with(
+            name="my-secret", namespace="default"
+        )
+
+    @patch(
+        "feast.credentials.KubernetesSecretProvider._current_namespace",
+        return_value="default",
+    )
+    def test_resolve_raises_on_api_error(self, _mock_ns):
+        from kubernetes.client.exceptions import ApiException
+
+        with patch("kubernetes.config.load_incluster_config"):
+            with patch("kubernetes.client.CoreV1Api") as mock_api_cls:
+                mock_api_cls.return_value.read_namespaced_secret.side_effect = (
+                    ApiException(status=403, reason="Forbidden")
+                )
+
+                provider = KubernetesSecretProvider()
+                ref = ConnectionRef(
+                    provider="kubernetes", name="forbidden-secret", namespace="ns"
+                )
+                with pytest.raises(CredentialResolutionError, match="Forbidden"):
+                    provider.resolve(ref)
+
+    @patch(
+        "feast.credentials.KubernetesSecretProvider._current_namespace",
+        return_value="default",
+    )
+    def test_resolve_handles_empty_secret_data(self, _mock_ns):
+        mock_secret = MagicMock()
+        mock_secret.data = None
+
+        with patch("kubernetes.config.load_incluster_config"):
+            with patch("kubernetes.client.CoreV1Api") as mock_api_cls:
+                mock_api_cls.return_value.read_namespaced_secret.return_value = (
+                    mock_secret
+                )
+
+                provider = KubernetesSecretProvider()
+                ref = ConnectionRef(
+                    provider="kubernetes", name="empty-secret", namespace="ns"
+                )
+                result = provider.resolve(ref)
+
+        assert result == {}
+
+
+# ---------------------------------------------------------------------------
+# VaultProvider
+# ---------------------------------------------------------------------------
+
+
+try:
+    import hvac  # noqa: F401
+
+    _has_hvac = True
+except ImportError:
+    _has_hvac = False
+
+
+@pytest.mark.skipif(not _has_hvac, reason="hvac not installed")
+class TestVaultProvider:
+    def test_resolve_reads_kv_v2_secret(self):
+        mock_client_instance = MagicMock()
+        mock_client_instance.is_authenticated.return_value = True
+        mock_client_instance.secrets.kv.v2.read_secret_version.return_value = {
+            "data": {
+                "data": {
+                    "api_key": "abc123",  # pragma: allowlist secret
+                    "endpoint": "https://api.example.com",
+                }
+            }
+        }
+
+        with patch("hvac.Client", return_value=mock_client_instance):
+            config = VaultProviderConfig(addr="https://vault:8200", token="s.token")
+            provider = VaultProvider(config=config)
+            ref = ConnectionRef(
+                provider="vault", name="feast/my-conn", namespace="secret"
+            )
+            result = provider.resolve(ref)
+
+        assert result == {
+            "api_key": "abc123",  # pragma: allowlist secret
+            "endpoint": "https://api.example.com",
+        }
+        mock_client_instance.secrets.kv.v2.read_secret_version.assert_called_once_with(
+            path="feast/my-conn", mount_point="secret"
+        )
+
+    def test_resolve_defaults_mount_to_secret(self):
+        mock_client_instance = MagicMock()
+        mock_client_instance.is_authenticated.return_value = True
+        mock_client_instance.secrets.kv.v2.read_secret_version.return_value = {
+            "data": {"data": {"k": "v"}}
+        }
+
+        with patch("hvac.Client", return_value=mock_client_instance):
+            provider = VaultProvider(
+                config=VaultProviderConfig(addr="http://vault", token="t")
+            )
+            ref = ConnectionRef(provider="vault", name="path/to/secret")
+            provider.resolve(ref)
+
+        mock_client_instance.secrets.kv.v2.read_secret_version.assert_called_once_with(
+            path="path/to/secret", mount_point="secret"
+        )
+
+    def test_resolve_raises_when_not_authenticated(self):
+        mock_client_instance = MagicMock()
+        mock_client_instance.is_authenticated.return_value = False
+
+        with patch("hvac.Client", return_value=mock_client_instance):
+            provider = VaultProvider(
+                config=VaultProviderConfig(addr="http://vault", token="bad")
+            )
+            ref = ConnectionRef(provider="vault", name="path")
+            with pytest.raises(CredentialResolutionError, match="not authenticated"):
+                provider.resolve(ref)
+
+    def test_resolve_raises_on_vault_error(self):
+        mock_client_instance = MagicMock()
+        mock_client_instance.is_authenticated.return_value = True
+        mock_client_instance.secrets.kv.v2.read_secret_version.side_effect = Exception(
+            "permission denied"
+        )
+
+        with patch("hvac.Client", return_value=mock_client_instance):
+            provider = VaultProvider(
+                config=VaultProviderConfig(addr="http://vault", token="t")
+            )
+            ref = ConnectionRef(provider="vault", name="forbidden/path")
+            with pytest.raises(CredentialResolutionError, match="permission denied"):
+                provider.resolve(ref)
+
+
+# ---------------------------------------------------------------------------
+# resolve_credentials (end-to-end dispatch)
+# ---------------------------------------------------------------------------
+
+
+class TestResolveCredentials:
+    def test_dispatches_to_correct_provider(self, monkeypatch):
+        monkeypatch.setenv("MYAPP_KEY", "resolved-value")
+        ref = ConnectionRef(provider="env", name="MYAPP_")
+        result = resolve_credentials(ref)
+        assert result["MYAPP_KEY"] == "resolved-value"
+
+    def test_raises_for_unknown_provider(self):
+        ref = ConnectionRef(provider="does-not-exist", name="x")
+        with pytest.raises(CredentialResolutionError):
+            resolve_credentials(ref)
diff --git a/sdk/python/tests/unit/test_data_sources.py b/sdk/python/tests/unit/test_data_sources.py
index e6375fc3a00..e2a928f7bb9 100644
--- a/sdk/python/tests/unit/test_data_sources.py
+++ b/sdk/python/tests/unit/test_data_sources.py
@@ -306,3 +306,30 @@ def test_redshift_fully_qualified_table_name(source_kwargs, expected_name):
     )
 
     assert redshift_source.redshift_options.fully_qualified_table_name == expected_name
+
+
+def test_data_source_eq_cross_type_returns_false():
+    """A DataSource compared to a different type returns ``False``, never ``TypeError``.
+
+    Regression: ``__eq__`` used to ``raise TypeError("Comparisons should only involve
+    <X> class objects.")`` on a cross-type comparison, so changing a feature view's
+    source type and re-``apply()``-ing over an existing registry crashed. Comparing
+    objects of different types must return ``False``, matching ``PushSource.__eq__``.
+    """
+    file_source = FileSource(name="src", path="/tmp/x.parquet", timestamp_field="ts")
+    snowflake_source = SnowflakeSource(
+        name="src", database="D", schema="S", table="T", timestamp_field="ts"
+    )
+
+    # Cross-type comparison is False in both directions, not a raise.
+    assert (file_source == snowflake_source) is False
+    assert (snowflake_source == file_source) is False
+
+    # Comparison against a non-DataSource operand is also False, not a raise.
+    assert (file_source == "not a data source") is False
+    assert (file_source == 42) is False
+
+    # Same-type equality still holds for two independently-built equal instances.
+    assert file_source == FileSource(
+        name="src", path="/tmp/x.parquet", timestamp_field="ts"
+    )
diff --git a/sdk/python/tests/unit/test_entity.py b/sdk/python/tests/unit/test_entity.py
index b36f363a6ff..f9192309891 100644
--- a/sdk/python/tests/unit/test_entity.py
+++ b/sdk/python/tests/unit/test_entity.py
@@ -88,3 +88,10 @@ def test_entity_with_value_type_no_warning():
         warnings.simplefilter("error")
         entity = Entity(name="my-entity", value_type=ValueType.STRING)
     assert entity.value_type == ValueType.STRING
+
+
+def test_entity_eq_cross_type_returns_false():
+    """Entity compared to a different type returns False, not TypeError."""
+    entity = Entity(name="my-entity", value_type=ValueType.STRING)
+    assert (entity == "not an entity") is False
+    assert (entity == 42) is False
diff --git a/sdk/python/tests/unit/test_eq_cross_type.py b/sdk/python/tests/unit/test_eq_cross_type.py
new file mode 100644
index 00000000000..7a87dd68f10
--- /dev/null
+++ b/sdk/python/tests/unit/test_eq_cross_type.py
@@ -0,0 +1,122 @@
+"""Cross-type ``__eq__`` regression tests (see #6636).
+
+Comparing two Feast registry objects of different types must return ``False``
+instead of raising ``TypeError``. This exercises the shared
+``if not isinstance(other, X): return False`` guard across the importable core
+object model in one place; the per-type tests for ``DataSource``, ``Entity``,
+``LabelView``, and ``RoleBasedPolicy`` live in their own modules.
+
+Most contrib offline sources (athena, couchbase, mssql, oracle, postgres, ray,
+trino) and the optional-dependency transformations are intentionally omitted:
+the unit environment does not install their drivers, so they cannot be imported
+here. Their ``__eq__`` follows the identical, mechanical pattern. SparkSource
+is the exception — its module imports without pyspark, and its ``__eq__``
+accesses spark-only attributes after the shared ``DataSource`` base check, so
+it gets a dedicated cross-subclass test below.
+"""
+
+from datetime import timedelta
+
+import pytest
+
+from feast import Entity, FeatureService, FeatureView, Project
+from feast.aggregation import Aggregation
+from feast.data_format import ParquetFormat, ProtoFormat
+from feast.data_source import KafkaSource, KinesisSource, RequestSource
+from feast.feature import Feature
+from feast.field import Field
+from feast.infra.offline_stores.bigquery_source import BigQuerySource
+from feast.infra.offline_stores.file_source import FileSource
+from feast.infra.offline_stores.redshift_source import RedshiftSource
+from feast.infra.offline_stores.snowflake_source import SnowflakeSource
+from feast.permissions.permission import Permission
+from feast.permissions.policy import (
+    CombinedGroupNamespacePolicy,
+    GroupBasedPolicy,
+    NamespaceBasedPolicy,
+    RoleBasedPolicy,
+)
+from feast.types import Int64
+from feast.value_type import ValueType
+
+
+def _instances():
+    """One instance of each importable type touched by the __eq__ sweep."""
+    return {
+        "Entity": Entity(name="e"),
+        "Feature": Feature(name="f", dtype=ValueType.INT64),
+        "ParquetFormat": ParquetFormat(),
+        "ProtoFormat": ProtoFormat("com.example.Msg"),
+        "Project": Project(name="proj"),
+        "Aggregation": Aggregation(column="c", function="sum"),
+        "Permission": Permission(name="perm"),
+        "RoleBasedPolicy": RoleBasedPolicy(roles=["reader"]),
+        "GroupBasedPolicy": GroupBasedPolicy(groups=["g"]),
+        "NamespaceBasedPolicy": NamespaceBasedPolicy(namespaces=["n"]),
+        "CombinedGroupNamespacePolicy": CombinedGroupNamespacePolicy(
+            groups=["g"], namespaces=["n"]
+        ),
+        "FileSource": FileSource(
+            name="fs", path="/tmp/x.parquet", timestamp_field="ts"
+        ),
+        "BigQuerySource": BigQuerySource(
+            name="bq", table="p.d.t", timestamp_field="ts"
+        ),
+        "RedshiftSource": RedshiftSource(name="rs", table="t", timestamp_field="ts"),
+        "SnowflakeSource": SnowflakeSource(
+            name="sf", database="D", schema="S", table="T", timestamp_field="ts"
+        ),
+        "KafkaSource": KafkaSource(
+            name="ks",
+            kafka_bootstrap_servers="s",
+            message_format=ProtoFormat("cp"),
+            topic="t",
+            timestamp_field="ts",
+        ),
+        "KinesisSource": KinesisSource(
+            name="kn",
+            region="r",
+            record_format=ProtoFormat("cp"),
+            stream_name="s",
+            timestamp_field="ts",
+        ),
+        "RequestSource": RequestSource(
+            name="rq", schema=[Field(name="f", dtype=Int64)]
+        ),
+        "FeatureView": FeatureView(name="fv", ttl=timedelta(days=1)),
+        "FeatureService": FeatureService(name="svc", features=[]),
+    }
+
+
+_CASES = list(_instances().items())
+
+
+@pytest.mark.parametrize("name,obj", _CASES, ids=[n for n, _ in _CASES])
+def test_eq_cross_type_returns_false(name, obj):
+    # A different-typed operand must compare False, never raise (#6636).
+    assert (obj == object()) is False
+    assert (obj == "not a feast object") is False
+    # __ne__ derives from __eq__, so it must be the inverse.
+    assert (obj != object()) is True
+    # The isinstance guard must not break same-object equality.
+    assert (obj == obj) is True
+
+
+def test_spark_source_vs_file_source_eq():
+    # Reported on #6636: swapping a FeatureView's source from FileSource to
+    # SparkSource. The two sources share the base DataSource fields, so
+    # SparkSource.__eq__ used to pass the base check and then raise
+    # AttributeError on FileSource's missing `table`. Both directions must
+    # simply compare False.
+    spark_source = pytest.importorskip(
+        "feast.infra.offline_stores.contrib.spark_offline_store.spark_source"
+    )
+    SparkSource = spark_source.SparkSource
+
+    spark = SparkSource(name="src", table="t", timestamp_field="ts")
+    file = FileSource(name="src", path="/tmp/x.parquet", timestamp_field="ts")
+
+    assert (spark == file) is False
+    assert (file == spark) is False
+    assert (spark == object()) is False
+    assert (spark == SparkSource(name="src", table="t", timestamp_field="ts")) is True
diff --git a/sdk/python/tests/unit/test_feature_resolution_cache.py b/sdk/python/tests/unit/test_feature_resolution_cache.py
index f77a4c1e0ac..46df1c40e7b 100644
--- a/sdk/python/tests/unit/test_feature_resolution_cache.py
+++ b/sdk/python/tests/unit/test_feature_resolution_cache.py
@@ -6,6 +6,7 @@
 import pytest
 
 import feast.utils as utils
+from feast.protos.feast.types.Value_pb2 import Value as ValueProto
 
 
 @pytest.fixture(autouse=True)
@@ -140,6 +141,36 @@ def test_returned_result_row_names_is_mutable_copy(self, mock_ctx):
         assert isinstance(result_row_names_1, frozenset)
         assert result_row_names_1 == result_row_names_2
 
+    @patch("feast.utils._get_online_request_context")
+    def test_grouped_refs_are_copied_per_request(self, mock_ctx):
+        """Downstream mutations must not leak into cached grouped refs."""
+        mock_ctx.return_value = _make_context()
+        registry = _make_registry(datetime.now(tz=timezone.utc))
+        entity_values = {"user_id": [ValueProto(int64_val=1)]}
+
+        first_result = utils._prepare_entities_to_read_from_online_store(
+            registry,
+            "proj",
+            ["fv:feat1"],
+            entity_values,
+            native_entity_values=False,
+        )
+        first_requested_features = first_result[1][0][1]
+        first_requested_features.append("_ts:fv")
+
+        second_result = utils._prepare_entities_to_read_from_online_store(
+            registry,
+            "proj",
+            ["fv:feat1"],
+            entity_values,
+            native_entity_values=False,
+        )
+        second_requested_features = second_result[1][0][1]
+        assert first_requested_features == ["feat1", "_ts:fv"]
+        assert second_requested_features == ["feat1"]
+        assert second_requested_features is not first_requested_features
+        mock_ctx.assert_called_once()
+
     @patch("feast.utils._get_online_request_context")
     def test_feature_service_cached_separately(self, mock_ctx):
         """FeatureService objects should be cached by name."""
diff --git a/sdk/python/tests/unit/test_feature_server.py b/sdk/python/tests/unit/test_feature_server.py
index 0fef1aea463..b9f2afd4a61 100644
--- a/sdk/python/tests/unit/test_feature_server.py
+++ b/sdk/python/tests/unit/test_feature_server.py
@@ -12,10 +12,11 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import json
+import sys
 import time
 from collections import Counter
 from types import SimpleNamespace
-from unittest.mock import AsyncMock, MagicMock
+from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
 from fastapi.testclient import TestClient
@@ -749,3 +750,17 @@ def test_metadata_model_accepts_raw_proto_dict():
     )
     assert full.metadata is not None
     assert full.metadata.feature_names == ["x", "y"]
+
+
+@pytest.mark.skipif(sys.platform == "win32", reason="Gunicorn is not used on Windows")
+def test_gunicorn_post_worker_init_starts_resource_and_freshness_monitoring():
+    from feast.feature_server import _gunicorn_post_worker_init
+
+    mock_store = MagicMock()
+    with (
+        patch("feast.feature_server.feast_metrics") as mock_fm,
+    ):
+        _gunicorn_post_worker_init(mock_store, worker=MagicMock())
+
+    mock_fm.init_worker_monitoring.assert_called_once()
+    mock_fm.init_worker_freshness_monitoring.assert_called_once_with(mock_store)
diff --git a/sdk/python/tests/unit/test_feature_service.py b/sdk/python/tests/unit/test_feature_service.py
index 4448d2e8ea2..4ecfea99b39 100644
--- a/sdk/python/tests/unit/test_feature_service.py
+++ b/sdk/python/tests/unit/test_feature_service.py
@@ -1,11 +1,171 @@
+from feast.errors import FeastObjectNotFoundException
 from feast.feature_service import FeatureService
 from feast.feature_view import FeatureView
+from feast.feature_view_projection import FeatureViewProjection
 from feast.field import Field
 from feast.infra.offline_stores.file_source import FileSource
-from feast.types import Float32
+from feast.protos.feast.core.Feature_pb2 import FeatureSpecV2
+from feast.protos.feast.core.FeatureViewProjection_pb2 import (
+    FeatureViewProjection as FeatureViewProjectionProto,
+)
+from feast.types import Float32, String
 from tests.utils.test_wrappers import no_warnings
 
 
+class _MockRegistry:
+    def __init__(self, feature_view: FeatureView):
+        self._feature_view = feature_view
+
+    def get_any_feature_view(self, name, project, allow_cache=False):
+        if name != self._feature_view.name:
+            raise FeastObjectNotFoundException(name)
+        return self._feature_view
+
+
+def _build_feature_view():
+    file_source = FileSource(name="my-file-source", path="test.parquet")
+    return FeatureView(
+        name="my-feature-view",
+        entities=[],
+        schema=[
+            Field(name="feature1", dtype=Float32),
+            Field(name="feature2", dtype=String),
+        ],
+        source=file_source,
+    )
+
+
+def test_prepare_for_apply_whole_view():
+    feature_view = _build_feature_view()
+    feature_service = FeatureService.from_proto(
+        FeatureService(
+            name="my-feature-service",
+            features=[],
+        ).to_proto()
+    )
+    feature_service.feature_view_projections = [
+        FeatureViewProjection(
+            name=feature_view.name,
+            name_alias=None,
+            desired_features=[],
+            features=[],
+        )
+    ]
+
+    feature_service.prepare_for_apply(_MockRegistry(feature_view), "test_project")
+
+    assert len(feature_service.feature_view_projections) == 1
+    resolved = feature_service.feature_view_projections[0]
+    assert [feature.name for feature in resolved.features] == [
+        "feature1",
+        "feature2",
+    ]
+    assert resolved.features[0].dtype == Float32
+    assert resolved.features[1].dtype == String
+
+
+def test_prepare_for_apply_feature_subset():
+    feature_view = _build_feature_view()
+    feature_service = FeatureService(
+        name="my-feature-service",
+        features=[],
+    )
+    feature_service.feature_view_projections = [
+        FeatureViewProjection(
+            name=feature_view.name,
+            name_alias=None,
+            desired_features=["feature2"],
+            features=[],
+        )
+    ]
+
+    feature_service.prepare_for_apply(_MockRegistry(feature_view), "test_project")
+
+    resolved = feature_service.feature_view_projections[0]
+    assert len(resolved.features) == 1
+    assert resolved.features[0].name == "feature2"
+    assert resolved.features[0].dtype == String
+
+
+def test_prepare_for_apply_name_only_columns():
+    feature_view = _build_feature_view()
+    projection_proto = FeatureViewProjectionProto(
+        feature_view_name=feature_view.name,
+    )
+    projection_proto.feature_columns.append(FeatureSpecV2(name="feature2"))
+    feature_service = FeatureService.from_proto(
+        FeatureService(name="my-feature-service", features=[]).to_proto()
+    )
+    feature_service.feature_view_projections = [
+        FeatureViewProjection.from_proto(projection_proto)
+    ]
+
+    feature_service.prepare_for_apply(_MockRegistry(feature_view), "test_project")
+
+    resolved = feature_service.feature_view_projections[0]
+    assert len(resolved.features) == 1
+    assert resolved.features[0].name == "feature2"
+    assert resolved.features[0].dtype == String
+
+
+def test_prepare_for_apply_keeps_complete_projection():
+    feature_view = _build_feature_view()
+    feature_service = FeatureService(
+        name="my-feature-service",
+        features=[feature_view[["feature1"]]],
+    )
+    original_projection = feature_service.feature_view_projections[0]
+
+    feature_service.prepare_for_apply(_MockRegistry(feature_view), "test_project")
+
+    assert feature_service.feature_view_projections[0] == original_projection
+
+
+def test_feature_view_projections_have_independent_join_key_maps():
+    first_projection = FeatureViewProjection(
+        name="first",
+        name_alias=None,
+        desired_features=[],
+        features=[],
+    )
+    second_projection = FeatureViewProjection(
+        name="second",
+        name_alias=None,
+        desired_features=[],
+        features=[],
+    )
+
+    first_projection.join_key_map["entity_id"] = "aliased_entity_id"
+
+    assert second_projection.join_key_map == {}
+
+
+def test_build_apply_request():
+    request = FeatureService.build_apply_request(
+        name="my-feature-service",
+        project="test_project",
+        feature_view_refs=[
+            ("feature_view_a", None),
+            ("feature_view_b", ["feature1"]),
+        ],
+        description="test service",
+        tags={"team": "ml"},
+        owner="owner@example.com",
+    )
+
+    spec = request.feature_service.spec
+    assert spec.name == "my-feature-service"
+    assert spec.description == "test service"
+    assert spec.owner == "owner@example.com"
+    assert dict(spec.tags) == {"team": "ml"}
+    assert request.project == "test_project"
+    assert len(spec.features) == 2
+    assert spec.features[0].feature_view_name == "feature_view_a"
+    assert len(spec.features[0].feature_columns) == 0
+    assert spec.features[1].feature_view_name == "feature_view_b"
+    assert [column.name for column in spec.features[1].feature_columns] == ["feature1"]
+
+
 def test_feature_service_with_description():
     feature_service = FeatureService(
         name="my-feature-service", features=[], description="a clear description"
diff --git a/sdk/python/tests/unit/test_filter_models.py b/sdk/python/tests/unit/test_filter_models.py
new file mode 100644
index 00000000000..d5db20a1330
--- /dev/null
+++ b/sdk/python/tests/unit/test_filter_models.py
@@ -0,0 +1,160 @@
+import pytest
+from pydantic import ValidationError
+
+from feast.filter_models import (
+    ComparisonFilter,
+    CompoundFilter,
+    convert_dict_to_filter,
+)
+
+
+class TestComparisonFilter:
+    @pytest.mark.parametrize("op", ["eq", "ne", "gt", "gte", "lt", "lte", "in", "nin"])
+    def test_valid_operators(self, op):
+        f = ComparisonFilter(type=op, key="field", value="x")
+        assert f.type == op
+        assert f.key == "field"
+
+    def test_rejects_invalid_operator(self):
+        with pytest.raises(ValidationError):
+            ComparisonFilter(type="like", key="field", value="x")
+
+    def test_accepts_string_value(self):
+        f = ComparisonFilter(type="eq", key="city", value="LA")
+        assert f.value == "LA"
+
+    def test_accepts_int_value(self):
+        f = ComparisonFilter(type="gt", key="age", value=25)
+        assert f.value == 25
+
+    def test_accepts_float_value(self):
+        f = ComparisonFilter(type="lte", key="score", value=0.95)
+        assert f.value == 0.95
+
+    def test_accepts_bool_value(self):
+        f = ComparisonFilter(type="eq", key="active", value=True)
+        assert f.value is True
+
+    def test_accepts_list_value(self):
+        f = ComparisonFilter(type="in", key="status", value=["a", "b"])
+        assert f.value == ["a", "b"]
+
+
+class TestCompoundFilter:
+    def test_and_filter(self):
+        f = CompoundFilter(
+            type="and",
+            filters=[
+                ComparisonFilter(type="eq", key="a", value=1),
+                ComparisonFilter(type="gt", key="b", value=2),
+            ],
+        )
+        assert f.type == "and"
+        assert len(f.filters) == 2
+
+    def test_or_filter(self):
+        f = CompoundFilter(
+            type="or",
+            filters=[
+                ComparisonFilter(type="eq", key="a", value=1),
+                ComparisonFilter(type="eq", key="b", value=2),
+            ],
+        )
+        assert f.type == "or"
+        assert len(f.filters) == 2
+
+    def test_rejects_invalid_type(self):
+        with pytest.raises(ValidationError):
+            CompoundFilter(
+                type="xor",
+                filters=[ComparisonFilter(type="eq", key="a", value=1)],
+            )
+
+    def test_nested_compound(self):
+        f = CompoundFilter(
+            type="and",
+            filters=[
+                ComparisonFilter(type="eq", key="x", value=1),
+                CompoundFilter(
+                    type="or",
+                    filters=[
+                        ComparisonFilter(type="gt", key="y", value=5),
+                        ComparisonFilter(type="lt", key="z", value=10),
+                    ],
+                ),
+            ],
+        )
+        assert f.type == "and"
+        assert len(f.filters) == 2
+        inner = f.filters[1]
+        assert isinstance(inner, CompoundFilter)
+        assert inner.type == "or"
+        assert len(inner.filters) == 2
+
+
+class TestConvertDictToFilter:
+    def test_comparison_dict(self):
+        result = convert_dict_to_filter({"type": "eq", "key": "city", "value": "LA"})
+        assert isinstance(result, ComparisonFilter)
+        assert result.type == "eq"
+        assert result.key == "city"
+        assert result.value == "LA"
+
+    def test_compound_dict(self):
+        result = convert_dict_to_filter(
+            {
+                "type": "and",
+                "filters": [
+                    {"type": "eq", "key": "a", "value": 1},
+                    {"type": "gt", "key": "b", "value": 2},
+                ],
+            }
+        )
+        assert isinstance(result, CompoundFilter)
+        assert result.type == "and"
+        assert len(result.filters) == 2
+        assert all(isinstance(f, ComparisonFilter) for f in result.filters)
+
+    def test_nested_compound_dict(self):
+        result = convert_dict_to_filter(
+            {
+                "type": "or",
+                "filters": [
+                    {"type": "eq", "key": "x", "value": "a"},
+                    {
+                        "type": "and",
+                        "filters": [
+                            {"type": "gt", "key": "y", "value": 5},
+                            {"type": "lt", "key": "z", "value": 10},
+                        ],
+                    },
+                ],
+            }
+        )
+        assert isinstance(result, CompoundFilter)
+        assert result.type == "or"
+        inner = result.filters[1]
+        assert isinstance(inner, CompoundFilter)
+        assert inner.type == "and"
+        assert len(inner.filters) == 2
+
+    def test_or_compound_dict(self):
+        result = convert_dict_to_filter(
+            {
+                "type": "or",
+                "filters": [
+                    {"type": "eq", "key": "a", "value": 1},
+                    {"type": "eq", "key": "b", "value": 2},
+                ],
+            }
+        )
+        assert isinstance(result, CompoundFilter)
+        assert result.type == "or"
+
+    def test_in_operator_dict(self):
+        result = convert_dict_to_filter(
+            {"type": "in", "key": "status", "value": ["active", "pending"]}
+        )
+        assert isinstance(result, ComparisonFilter)
+        assert result.type == "in"
+        assert result.value == ["active", "pending"]
diff --git a/sdk/python/tests/unit/test_label_view.py b/sdk/python/tests/unit/test_label_view.py
index 77a752dba12..f08aac72dbb 100644
--- a/sdk/python/tests/unit/test_label_view.py
+++ b/sdk/python/tests/unit/test_label_view.py
@@ -175,8 +175,9 @@ def test_equality_detects_differences(self):
 
     def test_equality_type_check(self):
         lv = _sample_label_view()
-        with pytest.raises(TypeError):
-            lv == "not a label view"
+        # Cross-type comparison returns False, not TypeError.
+        assert (lv == "not a label view") is False
+        assert (lv == 42) is False
 
     def test_hash_by_name(self):
         lv1 = _sample_label_view()
diff --git a/sdk/python/tests/unit/test_materialize_version_forwarding.py b/sdk/python/tests/unit/test_materialize_version_forwarding.py
new file mode 100644
index 00000000000..cd7f6b40d61
--- /dev/null
+++ b/sdk/python/tests/unit/test_materialize_version_forwarding.py
@@ -0,0 +1,199 @@
+# Copyright 2026 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Server tests: version is forwarded on materialize sync and async paths."""
+
+from concurrent.futures import Future, ThreadPoolExecutor
+from inspect import signature
+from unittest.mock import AsyncMock, MagicMock, patch
+
+from fastapi.testclient import TestClient
+
+from feast.feature_server import _authorize_materialize_views, get_app
+from feast.feature_store import FeatureStore
+from feast.feature_view import FeatureViewState
+
+
+def _mock_store_for_materialize():
+    fs = MagicMock()
+    fs.project = "test_project"
+    fs.initialize = AsyncMock()
+    fs.close = AsyncMock()
+    fs._validate_materialize_version.return_value = "v2"
+    fv = MagicMock()
+    fv.name = "driver_hourly_stats"
+    fv.state = FeatureViewState.GENERATED
+    fs._get_feature_views_to_materialize.return_value = [fv]
+    fs.registry.get_feature_view.return_value = fv
+    fs.materialize = MagicMock()
+    fs.materialize_incremental = MagicMock()
+    return fs
+
+
+def _run_executor_inline(loop, executor, func, *args):
+    """Make asyncio run_in_executor execute synchronously for tests."""
+    fut: Future = Future()
+    try:
+        fut.set_result(func(*args) if args else func())
+    except Exception as exc:
+        fut.set_exception(exc)
+    return fut
+
+
+def test_run_async_defaults_to_false():
+    for method_name in (
+        "materialize",
+        "materialize_incremental",
+        "_delegate_remote_materialize",
+    ):
+        param = signature(getattr(FeatureStore, method_name)).parameters["run_async"]
+        assert param.default is False, (
+            f"{method_name}.run_async default should be False"
+        )
+
+
+@patch("feast.feature_server.assert_permissions")
+def test_authorize_materialize_views_forwards_version(_mock_perms):
+    fs = _mock_store_for_materialize()
+    names = _authorize_materialize_views(fs, ["driver_hourly_stats"], version="v2")
+    assert names == ["driver_hourly_stats"]
+    fs._validate_materialize_version.assert_called_once_with(
+        "v2", ["driver_hourly_stats"]
+    )
+    fs._get_feature_views_to_materialize.assert_called_once_with(
+        ["driver_hourly_stats"], version="v2"
+    )
+
+
+@patch("feast.feature_server.assert_permissions")
+def test_materialize_sync_forwards_version(_mock_perms):
+    fs = _mock_store_for_materialize()
+    client = TestClient(get_app(fs))
+
+    response = client.post(
+        "/materialize",
+        json={
+            "start_ts": "2021-01-01T00:00:00",
+            "end_ts": "2021-01-02T00:00:00",
+            "feature_views": ["driver_hourly_stats"],
+            "version": "v2",
+        },
+    )
+
+    assert response.status_code == 200
+    fs._validate_materialize_version.assert_called_with("v2", ["driver_hourly_stats"])
+    fs.materialize.assert_called_once()
+    _, kwargs = fs.materialize.call_args
+    assert kwargs.get("version") == "v2"
+    assert fs.materialize.call_args.args[2] == ["driver_hourly_stats"]
+
+
+@patch("feast.feature_server.assert_permissions")
+def test_materialize_incremental_sync_forwards_version(_mock_perms):
+    fs = _mock_store_for_materialize()
+    client = TestClient(get_app(fs))
+
+    response = client.post(
+        "/materialize-incremental",
+        json={
+            "end_ts": "2021-01-02T00:00:00",
+            "feature_views": ["driver_hourly_stats"],
+            "version": "v2",
+        },
+    )
+
+    assert response.status_code == 200
+    fs._validate_materialize_version.assert_called_with("v2", ["driver_hourly_stats"])
+    fs.materialize_incremental.assert_called_once()
+    _, kwargs = fs.materialize_incremental.call_args
+    assert kwargs.get("version") == "v2"
+    assert fs.materialize_incremental.call_args.args[1] == ["driver_hourly_stats"]
+
+
+@patch("feast.feature_server.assert_permissions")
+def test_materialize_async_uses_dedicated_executor(_mock_perms):
+    """Async materialize must not use the shared default pool (executor=None)."""
+    fs = _mock_store_for_materialize()
+    seen: dict = {}
+
+    def capture_executor(loop, executor, func, *args):
+        seen["executor"] = executor
+        return _run_executor_inline(loop, executor, func, *args)
+
+    with patch(
+        "asyncio.BaseEventLoop.run_in_executor",
+        new=capture_executor,
+    ):
+        client = TestClient(get_app(fs))
+        response = client.post(
+            "/materialize?async=true",
+            json={
+                "start_ts": "2021-01-01T00:00:00",
+                "end_ts": "2021-01-02T00:00:00",
+                "feature_views": ["driver_hourly_stats"],
+            },
+        )
+
+    assert response.status_code == 202
+    assert seen.get("executor") is not None
+    assert isinstance(seen["executor"], ThreadPoolExecutor)
+    assert "feast-materialize" in seen["executor"]._thread_name_prefix
+
+
+@patch(
+    "asyncio.BaseEventLoop.run_in_executor",
+    new=_run_executor_inline,
+)
+@patch("feast.feature_server.assert_permissions")
+def test_materialize_async_forwards_version(_mock_perms):
+    fs = _mock_store_for_materialize()
+    client = TestClient(get_app(fs))
+
+    response = client.post(
+        "/materialize?async=true",
+        json={
+            "start_ts": "2021-01-01T00:00:00",
+            "end_ts": "2021-01-02T00:00:00",
+            "feature_views": ["driver_hourly_stats"],
+            "version": "v2",
+        },
+    )
+
+    assert response.status_code == 202
+    fs.materialize.assert_called_once()
+    _, kwargs = fs.materialize.call_args
+    assert kwargs.get("version") == "v2"
+
+
+@patch(
+    "asyncio.BaseEventLoop.run_in_executor",
+    new=_run_executor_inline,
+)
+@patch("feast.feature_server.assert_permissions")
+def test_materialize_incremental_async_forwards_version(_mock_perms):
+    fs = _mock_store_for_materialize()
+    client = TestClient(get_app(fs))
+
+    response = client.post(
+        "/materialize-incremental?async=true",
+        json={
+            "end_ts": "2021-01-02T00:00:00",
+            "feature_views": ["driver_hourly_stats"],
+            "version": "v2",
+        },
+    )
+
+    assert response.status_code == 202
+    fs.materialize_incremental.assert_called_once()
+    _, kwargs = fs.materialize_incremental.call_args
+    assert kwargs.get("version") == "v2"
diff --git a/sdk/python/tests/unit/test_metrics.py b/sdk/python/tests/unit/test_metrics.py
index 6099fabb46c..a3a65ebe782 100644
--- a/sdk/python/tests/unit/test_metrics.py
+++ b/sdk/python/tests/unit/test_metrics.py
@@ -344,6 +344,51 @@ def test_only_resource_enabled(self):
         )
 
 
+class TestInitWorkerFreshnessMonitoring:
+    """init_worker_freshness_monitoring mirrors init_worker_monitoring's gating."""
+
+    def test_starts_daemon_thread_when_freshness_enabled(self):
+        import feast.metrics as m
+
+        m._config = m._MetricsFlags(
+            enabled=True,
+            resource=False,
+            request=False,
+            online_features=False,
+            push=False,
+            materialization=False,
+            freshness=True,
+        )
+        mock_store = MagicMock()
+
+        with patch("feast.metrics.threading.Thread") as mock_thread_cls:
+            m.init_worker_freshness_monitoring(mock_store)
+
+        mock_thread_cls.assert_called_once_with(
+            target=m.monitor_freshness, args=(mock_store, 30), daemon=True
+        )
+        mock_thread_cls.return_value.start.assert_called_once()
+
+    def test_does_not_start_thread_when_freshness_disabled(self):
+        import feast.metrics as m
+
+        m._config = m._MetricsFlags(
+            enabled=True,
+            resource=False,
+            request=False,
+            online_features=False,
+            push=False,
+            materialization=False,
+            freshness=False,
+        )
+        mock_store = MagicMock()
+
+        with patch("feast.metrics.threading.Thread") as mock_thread_cls:
+            m.init_worker_freshness_monitoring(mock_store)
+
+        mock_thread_cls.assert_not_called()
+
+
 class TestMetricsYamlConfig:
     """Verify metrics config in feature_store.yaml is respected.
 
@@ -438,6 +483,21 @@ def test_metrics_not_started_when_config_is_none(self):
         mock_fm = self._call_start_server(mock_store, cli_metrics=False)
         mock_fm.start_metrics_server.assert_not_called()
 
+    def test_freshness_monitoring_deferred_same_as_resource_monitoring(self):
+        """start_freshness_monitoring must mirror start_resource_monitoring exactly."""
+        from types import SimpleNamespace
+
+        mock_store = MagicMock()
+        mock_store.config = SimpleNamespace(
+            feature_server=SimpleNamespace(metrics=SimpleNamespace(enabled=True)),
+        )
+
+        mock_fm = self._call_start_server(mock_store, cli_metrics=False)
+        _, kwargs = mock_fm.start_metrics_server.call_args
+        assert (
+            kwargs["start_resource_monitoring"] == kwargs["start_freshness_monitoring"]
+        )
+
 
 class TestTrackOnlineFeaturesEntities:
     def test_increments_request_count(self):
diff --git a/sdk/python/tests/unit/test_offline_server.py b/sdk/python/tests/unit/test_offline_server.py
index 6ff93d02282..fa1bf85e97e 100644
--- a/sdk/python/tests/unit/test_offline_server.py
+++ b/sdk/python/tests/unit/test_offline_server.py
@@ -1,4 +1,7 @@
 import os
+import subprocess
+import sys
+import textwrap
 from unittest.mock import MagicMock, mock_open, patch
 
 import assertpy
@@ -137,3 +140,55 @@ def test_configure_grpc_fips_noop_without_fips():
         os.environ.pop("GRPC_SSL_CIPHER_SUITES", None)
         _configure_grpc_fips()
         assert "GRPC_SSL_CIPHER_SUITES" not in os.environ
+
+
+def test_module_level_fips_sets_env_before_pyarrow_import():
+    """GRPC_SSL_CIPHER_SUITES must be set at module load time,
+    before pyarrow.flight (which bundles gRPC) is imported.
+
+    Uses a subprocess so pyarrow.flight is not already cached in
+    sys.modules, which lets us verify the true import ordering.
+    """
+    script = textwrap.dedent("""\
+        import io, os, sys
+
+        # Intercept only /proc/sys/crypto/fips_enabled to simulate FIPS
+        _real_open = open
+        def _fips_open(file, *args, **kwargs):
+            if str(file) == "/proc/sys/crypto/fips_enabled":
+                return io.StringIO("1\\n")
+            return _real_open(file, *args, **kwargs)
+
+        import builtins
+        builtins.open = _fips_open
+
+        # Track import order to verify env var is set before pyarrow.flight
+        original_import = builtins.__import__
+        def tracking_import(name, *args, **kwargs):
+            if name == "pyarrow.flight":
+                assert "GRPC_SSL_CIPHER_SUITES" in os.environ, (
+                    "GRPC_SSL_CIPHER_SUITES not set before pyarrow.flight import"
+                )
+            return original_import(name, *args, **kwargs)
+
+        builtins.__import__ = tracking_import
+        try:
+            import feast.offline_server
+            assert "GRPC_SSL_CIPHER_SUITES" in os.environ
+            assert "AES128-GCM-SHA256" in os.environ["GRPC_SSL_CIPHER_SUITES"]
+        finally:
+            builtins.__import__ = original_import
+            builtins.open = _real_open
+    """)
+    env = os.environ.copy()
+    env.pop("GRPC_SSL_CIPHER_SUITES", None)
+    result = subprocess.run(
+        [sys.executable, "-c", script],
+        capture_output=True,
+        text=True,
+        env=env,
+        timeout=60,
+    )
+    assert result.returncode == 0, (
+        f"Subprocess failed:\nstdout: {result.stdout}\nstderr: {result.stderr}"
+    )
diff --git a/sdk/python/tests/unit/test_on_demand_pandas_transformation.py b/sdk/python/tests/unit/test_on_demand_pandas_transformation.py
index c5ab657becc..d11fed82dfd 100644
--- a/sdk/python/tests/unit/test_on_demand_pandas_transformation.py
+++ b/sdk/python/tests/unit/test_on_demand_pandas_transformation.py
@@ -341,3 +341,259 @@ def pandas_view(inputs: pd.DataFrame) -> pd.DataFrame:
             ),
         ):
             store.apply([request_source, pandas_view])
+
+
+def test_odfv_udf_does_not_receive_undeclared_source_columns():
+    """#6158: a pandas ODFV's UDF should only see its own source columns, not
+    features from another feature view that was requested too."""
+    with tempfile.TemporaryDirectory() as data_dir:
+        store = FeatureStore(
+            config=RepoConfig(
+                project="test_odfv_source_isolation",
+                registry=os.path.join(data_dir, "registry.db"),
+                provider="local",
+                entity_key_serialization_version=3,
+                online_store=SqliteOnlineStoreConfig(
+                    path=os.path.join(data_dir, "online.db")
+                ),
+            )
+        )
+
+        end_date = datetime.now().replace(microsecond=0, second=0, minute=0)
+        start_date = end_date - timedelta(days=15)
+        driver_df = create_driver_hourly_stats_df([1001], start_date, end_date)
+        driver_stats_path = os.path.join(data_dir, "driver_stats.parquet")
+        driver_df.to_parquet(path=driver_stats_path, allow_truncated_timestamps=True)
+
+        driver = Entity(name="driver", join_keys=["driver_id"])
+        source = FileSource(
+            name="driver_hourly_stats_source",
+            path=driver_stats_path,
+            timestamp_field="event_timestamp",
+            created_timestamp_column="created",
+        )
+
+        # Two feature views from the same source. The ODFV declares only fv_declared.
+        fv_declared = FeatureView(
+            name="fv_declared",
+            entities=[driver],
+            ttl=timedelta(days=0),
+            schema=[Field(name="conv_rate", dtype=Float32)],
+            online=True,
+            source=source,
+        )
+        fv_undeclared = FeatureView(
+            name="fv_undeclared",
+            entities=[driver],
+            ttl=timedelta(days=0),
+            schema=[Field(name="avg_daily_trips", dtype=Int64)],
+            online=True,
+            source=source,
+        )
+
+        @on_demand_feature_view(
+            sources=[fv_declared],
+            schema=[
+                Field(name="saw_undeclared", dtype=Bool),
+                Field(name="saw_declared", dtype=Bool),
+                Field(name="saw_join_key", dtype=Bool),
+            ],
+            mode="pandas",
+        )
+        def guard_view(inputs: pd.DataFrame) -> pd.DataFrame:
+            out = pd.DataFrame()
+            n = range(len(inputs))
+            out["saw_undeclared"] = ["avg_daily_trips" in inputs.columns for _ in n]
+            out["saw_declared"] = ["conv_rate" in inputs.columns for _ in n]
+            out["saw_join_key"] = ["driver_id" in inputs.columns for _ in n]
+            return out
+
+        store.apply([driver, source, fv_declared, fv_undeclared, guard_view])
+        store.write_to_online_store(feature_view_name="fv_declared", df=driver_df)
+        store.write_to_online_store(feature_view_name="fv_undeclared", df=driver_df)
+
+        response = store.get_online_features(
+            entity_rows=[{"driver_id": 1001}],
+            features=[
+                "fv_declared:conv_rate",
+                "fv_undeclared:avg_daily_trips",
+                "guard_view:saw_undeclared",
+                "guard_view:saw_declared",
+                "guard_view:saw_join_key",
+            ],
+        ).to_dict()
+
+        # the other FV's column should be hidden; ours and the join key should not
+        assert response["saw_undeclared"] == [False]
+        assert response["saw_declared"] == [True]
+        assert response["saw_join_key"] == [True]
+
+
+def _two_fv_store(data_dir):
+    store = FeatureStore(
+        config=RepoConfig(
+            project="test_odfv_source_isolation",
+            registry=os.path.join(data_dir, "registry.db"),
+            provider="local",
+            entity_key_serialization_version=3,
+            online_store=SqliteOnlineStoreConfig(
+                path=os.path.join(data_dir, "online.db")
+            ),
+        )
+    )
+    end_date = datetime.now().replace(microsecond=0, second=0, minute=0)
+    start_date = end_date - timedelta(days=15)
+    driver_df = create_driver_hourly_stats_df([1001], start_date, end_date)
+    path = os.path.join(data_dir, "driver_stats.parquet")
+    driver_df.to_parquet(path=path, allow_truncated_timestamps=True)
+    driver = Entity(name="driver", join_keys=["driver_id"])
+    src = FileSource(
+        name="driver_hourly_stats_source",
+        path=path,
+        timestamp_field="event_timestamp",
+        created_timestamp_column="created",
+    )
+    fv1 = FeatureView(
+        name="fv1",
+        entities=[driver],
+        ttl=timedelta(days=0),
+        schema=[Field(name="conv_rate", dtype=Float32)],
+        online=True,
+        source=src,
+    )
+    fv2 = FeatureView(
+        name="fv2",
+        entities=[driver],
+        ttl=timedelta(days=0),
+        schema=[Field(name="avg_daily_trips", dtype=Int64)],
+        online=True,
+        source=src,
+    )
+    return store, driver, src, fv1, fv2, driver_df
+
+
+def test_odfv_python_mode_does_not_receive_undeclared_source_columns():
+    """Same as above but for python mode, where the UDF gets a dict (#6158)."""
+    with tempfile.TemporaryDirectory() as data_dir:
+        store, driver, src, fv1, fv2, driver_df = _two_fv_store(data_dir)
+
+        @on_demand_feature_view(
+            sources=[fv1],
+            schema=[
+                Field(name="saw_undeclared", dtype=Bool),
+                Field(name="saw_declared", dtype=Bool),
+            ],
+            mode="python",
+        )
+        def guard_py(inputs: dict) -> dict:
+            return {
+                "saw_undeclared": ["avg_daily_trips" in inputs],
+                "saw_declared": ["conv_rate" in inputs],
+            }
+
+        store.apply([driver, src, fv1, fv2, guard_py])
+        store.write_to_online_store(feature_view_name="fv1", df=driver_df)
+        store.write_to_online_store(feature_view_name="fv2", df=driver_df)
+
+        response = store.get_online_features(
+            entity_rows=[{"driver_id": 1001}],
+            features=[
+                "fv1:conv_rate",
+                "fv2:avg_daily_trips",
+                "guard_py:saw_undeclared",
+                "guard_py:saw_declared",
+            ],
+        ).to_dict()
+
+        assert response["saw_undeclared"] == [False]
+        assert response["saw_declared"] == [True]
+
+
+def test_odfv_does_not_see_other_requested_odfv_source_columns():
+    """#6158: one ODFV's UDF should not see another ODFV's source column, even
+    when that feature view is only in the response as the other ODFV's input."""
+    with tempfile.TemporaryDirectory() as data_dir:
+        store, driver, src, fv1, fv2, driver_df = _two_fv_store(data_dir)
+
+        @on_demand_feature_view(
+            sources=[fv1],
+            schema=[Field(name="a_saw_fv2", dtype=Bool)],
+            mode="pandas",
+        )
+        def odfv_a(inputs: pd.DataFrame) -> pd.DataFrame:
+            out = pd.DataFrame()
+            out["a_saw_fv2"] = [
+                "avg_daily_trips" in inputs.columns for _ in range(len(inputs))
+            ]
+            return out
+
+        @on_demand_feature_view(
+            sources=[fv2],
+            schema=[Field(name="b_out", dtype=Int64)],
+            mode="pandas",
+        )
+        def odfv_b(inputs: pd.DataFrame) -> pd.DataFrame:
+            out = pd.DataFrame()
+            out["b_out"] = list(inputs["avg_daily_trips"])
+            return out
+
+        store.apply([driver, src, fv1, fv2, odfv_a, odfv_b])
+        store.write_to_online_store(feature_view_name="fv1", df=driver_df)
+        store.write_to_online_store(feature_view_name="fv2", df=driver_df)
+
+        # ask for just the two ODFVs - fv2 is only here as odfv_b's input
+        response = store.get_online_features(
+            entity_rows=[{"driver_id": 1001}],
+            features=["odfv_a:a_saw_fv2", "odfv_b:b_out"],
+        ).to_dict()
+
+        # odfv_a shouldn't see fv2's column; odfv_b still uses it fine
+        assert response["a_saw_fv2"] == [False]
+        assert response["b_out"] is not None
+
+
+def test_odfv_udf_receives_aliased_declared_source_columns():
+    """A declared source referenced under an alias (``with_name``) must still reach
+    the UDF. The isolation filter keys columns by ``projection.name``, which is what
+    the retrieval path emits regardless of the alias, so the aliased source's feature
+    is retained (not dropped) while an unrelated feature view stays hidden (#6158)."""
+    with tempfile.TemporaryDirectory() as data_dir:
+        store, driver, src, fv1, fv2, driver_df = _two_fv_store(data_dir)
+
+        # ODFV declares fv1 *under an alias*; fv2 is requested but undeclared.
+        aliased_source = fv1.with_name("aliased_fv1")
+        assert aliased_source.projection.name == "fv1"
+        assert aliased_source.projection.name_to_use() == "aliased_fv1"
+
+        @on_demand_feature_view(
+            sources=[aliased_source],
+            schema=[
+                Field(name="saw_declared", dtype=Bool),
+                Field(name="saw_undeclared", dtype=Bool),
+            ],
+            mode="pandas",
+        )
+        def aliased_guard(inputs: pd.DataFrame) -> pd.DataFrame:
+            out = pd.DataFrame()
+            n = range(len(inputs))
+            out["saw_declared"] = ["conv_rate" in inputs.columns for _ in n]
+            out["saw_undeclared"] = ["avg_daily_trips" in inputs.columns for _ in n]
+            return out
+
+        store.apply([driver, src, fv1, fv2, aliased_guard])
+        store.write_to_online_store(feature_view_name="fv1", df=driver_df)
+        store.write_to_online_store(feature_view_name="fv2", df=driver_df)
+
+        response = store.get_online_features(
+            entity_rows=[{"driver_id": 1001}],
+            features=[
+                "fv1:conv_rate",
+                "fv2:avg_daily_trips",
+                "aliased_guard:saw_declared",
+                "aliased_guard:saw_undeclared",
+            ],
+        ).to_dict()
+
+        # the aliased-but-declared source must survive; the unrelated FV stays hidden
+        assert response["saw_declared"] == [True]
+        assert response["saw_undeclared"] == [False]
diff --git a/sdk/python/tests/unit/test_registry_server_commit_refresh.py b/sdk/python/tests/unit/test_registry_server_commit_refresh.py
new file mode 100644
index 00000000000..3c591a2b9de
--- /dev/null
+++ b/sdk/python/tests/unit/test_registry_server_commit_refresh.py
@@ -0,0 +1,276 @@
+from unittest.mock import Mock
+
+import pytest
+from google.protobuf.empty_pb2 import Empty
+
+from feast.errors import FeastPermissionError, ProjectObjectNotFoundException
+from feast.infra.infra_object import Infra
+from feast.permissions.permission import AuthzedAction, Permission
+from feast.permissions.policy import RoleBasedPolicy
+from feast.permissions.security_manager import (
+    SecurityManager,
+    no_security_manager,
+    set_security_manager,
+)
+from feast.permissions.user import User
+from feast.project import Project
+from feast.protos.feast.registry import RegistryServer_pb2
+from feast.registry_server import RegistryServer
+
+
+@pytest.fixture
+def project_permissions():
+    return [
+        Permission(
+            name="project_updater",
+            types=Project,
+            name_patterns="team-a.*",
+            policy=RoleBasedPolicy(roles=["team-a"]),
+            actions=[AuthzedAction.DESCRIBE, AuthzedAction.UPDATE],
+        ),
+        Permission(
+            name="project_creator",
+            types=Project,
+            name_patterns="team-a.*",
+            policy=RoleBasedPolicy(roles=["team-a"]),
+            actions=[AuthzedAction.CREATE],
+        ),
+        Permission(
+            name="project_a_create_only",
+            types=Project,
+            name_patterns="team-a.*",
+            policy=RoleBasedPolicy(roles=["team-a-creator"]),
+            actions=[AuthzedAction.CREATE],
+        ),
+        Permission(
+            name="project_b_updater",
+            types=Project,
+            name_patterns="team-b.*",
+            policy=RoleBasedPolicy(roles=["team-b"]),
+            actions=[AuthzedAction.DESCRIBE, AuthzedAction.UPDATE],
+        ),
+    ]
+
+
+@pytest.fixture
+def auth_security_manager(project_permissions):
+    registry = Mock()
+    registry.list_permissions = Mock(return_value=project_permissions)
+    sm = SecurityManager(project="any", registry=registry)
+    set_security_manager(sm)
+    yield sm
+    no_security_manager()
+
+
+def _server_with_projects(*project_names: str) -> tuple[RegistryServer, Mock]:
+    registry = Mock()
+    projects = [Project(name=name) for name in project_names]
+    registry.list_projects = Mock(return_value=projects)
+
+    def get_project(name: str, allow_cache: bool = False):
+        for project in projects:
+            if project.name == name:
+                return project
+        raise ProjectObjectNotFoundException(name=name)
+
+    registry.get_project = Mock(side_effect=get_project)
+    registry.refresh = Mock()
+    registry.commit = Mock()
+    registry.get_infra = Mock(return_value=Infra())
+    registry.update_infra = Mock()
+    return RegistryServer(registry=registry), registry
+
+
+def test_refresh_allows_missing_project_without_auth():
+    no_security_manager()
+    server, registry = _server_with_projects("existing")
+
+    response = server.Refresh(
+        RegistryServer_pb2.RefreshRequest(project="brand-new"), None
+    )
+
+    assert response == Empty()
+    registry.refresh.assert_called_once_with("brand-new")
+
+
+def test_refresh_allows_missing_project_with_create_permission(auth_security_manager):
+    auth_security_manager.set_current_user(User("alice", ["team-a"]))
+    server, registry = _server_with_projects("team-b-project")
+
+    response = server.Refresh(
+        RegistryServer_pb2.RefreshRequest(project="team-a-new"), None
+    )
+
+    assert response == Empty()
+    registry.refresh.assert_called_once_with("team-a-new")
+
+
+def test_refresh_denies_missing_project_without_create_permission(
+    auth_security_manager,
+):
+    auth_security_manager.set_current_user(User("bob", ["team-b"]))
+    server, _ = _server_with_projects("team-b-project")
+
+    with pytest.raises(FeastPermissionError):
+        server.Refresh(RegistryServer_pb2.RefreshRequest(project="team-a-new"), None)
+
+
+def test_refresh_requires_update_for_existing_project(auth_security_manager):
+    auth_security_manager.set_current_user(User("alice", ["team-a"]))
+    server, registry = _server_with_projects("team-a-project", "team-b-project")
+
+    response = server.Refresh(
+        RegistryServer_pb2.RefreshRequest(project="team-a-project"), None
+    )
+    assert response == Empty()
+    registry.refresh.assert_called_once_with("team-a-project")
+
+    with pytest.raises(FeastPermissionError):
+        server.Refresh(
+            RegistryServer_pb2.RefreshRequest(project="team-b-project"), None
+        )
+
+
+def test_commit_allows_when_caller_can_update_one_shared_project(auth_security_manager):
+    auth_security_manager.set_current_user(User("alice", ["team-a"]))
+    server, registry = _server_with_projects("team-a-project", "team-b-project")
+
+    response = server.Commit(Empty(), None)
+
+    assert response == Empty()
+    registry.commit.assert_called_once()
+
+
+def test_commit_denies_when_caller_cannot_create_or_update_any_project(
+    auth_security_manager,
+):
+    auth_security_manager.set_current_user(User("nobody", ["other"]))
+    server, _ = _server_with_projects("team-a-project", "team-b-project")
+
+    with pytest.raises(FeastPermissionError):
+        server.Commit(Empty(), None)
+
+
+def test_commit_allows_without_auth():
+    no_security_manager()
+    server, registry = _server_with_projects("a", "b")
+
+    response = server.Commit(Empty(), None)
+
+    assert response == Empty()
+    registry.commit.assert_called_once()
+
+
+def test_commit_allows_empty_registry_with_auth(auth_security_manager):
+    # No projects yet — same as old behavior (empty permission loop).
+    auth_security_manager.set_current_user(User("nobody", ["other"]))
+    server, registry = _server_with_projects()
+
+    response = server.Commit(Empty(), None)
+
+    assert response == Empty()
+    registry.commit.assert_called_once()
+
+
+def test_refresh_existing_project_without_auth():
+    no_security_manager()
+    server, registry = _server_with_projects("existing")
+
+    response = server.Refresh(
+        RegistryServer_pb2.RefreshRequest(project="existing"), None
+    )
+
+    assert response == Empty()
+    registry.refresh.assert_called_once_with("existing")
+
+
+def test_commit_allows_with_only_create_permission_on_new_project(
+    auth_security_manager,
+):
+    # After ApplyProject(commit=False), project exists in cache but caller may
+    # only have CREATE (not UPDATE) for that first apply transaction.
+    auth_security_manager.set_current_user(User("creator", ["team-a-creator"]))
+    server, registry = _server_with_projects("team-a-new")
+
+    response = server.Commit(Empty(), None)
+
+    assert response == Empty()
+    registry.commit.assert_called_once()
+
+
+def test_get_infra_allows_missing_project_without_auth():
+    no_security_manager()
+    server, registry = _server_with_projects("existing")
+
+    response = server.GetInfra(
+        RegistryServer_pb2.GetInfraRequest(project="brand-new", allow_cache=True),
+        None,
+    )
+
+    assert response == Infra().to_proto()
+    registry.get_infra.assert_called_once_with(project="brand-new", allow_cache=True)
+
+
+def test_get_infra_allows_missing_project_with_create_permission(auth_security_manager):
+    auth_security_manager.set_current_user(User("creator", ["team-a-creator"]))
+    server, registry = _server_with_projects("team-b-project")
+
+    response = server.GetInfra(
+        RegistryServer_pb2.GetInfraRequest(project="team-a-new", allow_cache=True),
+        None,
+    )
+
+    assert response == Infra().to_proto()
+    registry.get_infra.assert_called_once_with(project="team-a-new", allow_cache=True)
+
+
+def test_get_infra_denies_missing_project_without_create_permission(
+    auth_security_manager,
+):
+    auth_security_manager.set_current_user(User("bob", ["team-b"]))
+    server, _ = _server_with_projects("team-b-project")
+
+    with pytest.raises(FeastPermissionError):
+        server.GetInfra(
+            RegistryServer_pb2.GetInfraRequest(project="team-a-new", allow_cache=True),
+            None,
+        )
+
+
+def test_get_infra_requires_describe_for_existing_project(auth_security_manager):
+    auth_security_manager.set_current_user(User("alice", ["team-a"]))
+    server, registry = _server_with_projects("team-a-project", "team-b-project")
+
+    response = server.GetInfra(
+        RegistryServer_pb2.GetInfraRequest(project="team-a-project", allow_cache=True),
+        None,
+    )
+    assert response == Infra().to_proto()
+    registry.get_infra.assert_called_once_with(
+        project="team-a-project", allow_cache=True
+    )
+
+    with pytest.raises(FeastPermissionError):
+        server.GetInfra(
+            RegistryServer_pb2.GetInfraRequest(
+                project="team-b-project", allow_cache=True
+            ),
+            None,
+        )
+
+
+def test_update_infra_allows_missing_project_with_create_permission(
+    auth_security_manager,
+):
+    auth_security_manager.set_current_user(User("creator", ["team-a-creator"]))
+    server, registry = _server_with_projects("team-b-project")
+
+    response = server.UpdateInfra(
+        RegistryServer_pb2.UpdateInfraRequest(
+            infra=Infra().to_proto(), project="team-a-new", commit=True
+        ),
+        None,
+    )
+
+    assert response == Empty()
+    registry.update_infra.assert_called_once()
diff --git a/sdk/python/tests/unit/test_type_map.py b/sdk/python/tests/unit/test_type_map.py
index 412b63298a5..5dfb0c52437 100644
--- a/sdk/python/tests/unit/test_type_map.py
+++ b/sdk/python/tests/unit/test_type_map.py
@@ -14,6 +14,7 @@
     arrow_to_pg_type,
     feast_value_type_to_pa,
     feast_value_type_to_python_type,
+    pa_to_athena_value_type,
     pa_to_feast_value_type,
     pa_to_redshift_value_type,
     pg_type_to_feast_value_type,
@@ -531,6 +532,25 @@ def test_arrow_to_pg_type_map(self):
         assert arrow_to_pg_type("map<string, string>") == "jsonb"
         assert arrow_to_pg_type("map<string, int64>") == "jsonb"
 
+    def test_pa_to_athena_value_type_unsigned_ints_widen(self):
+        """Unsigned Arrow ints must widen to a signed Athena type that can
+        hold their full range. Athena has no unsigned integer types, so
+        mapping every uintN to tinyint (signed -128..127) overflows for any
+        value above 127 in the generated CREATE TABLE DDL. Each uintN must map
+        to the next-larger signed type, matching arrow_to_pg_type's widening.
+        """
+        assert pa_to_athena_value_type(pyarrow.uint8()) == "smallint"
+        assert pa_to_athena_value_type(pyarrow.uint16()) == "int"
+        assert pa_to_athena_value_type(pyarrow.uint32()) == "bigint"
+        assert pa_to_athena_value_type(pyarrow.uint64()) == "bigint"
+
+    def test_pa_to_athena_value_type_signed_ints_unchanged(self):
+        """Signed Arrow ints keep their same-width Athena type (no regression)."""
+        assert pa_to_athena_value_type(pyarrow.int8()) == "tinyint"
+        assert pa_to_athena_value_type(pyarrow.int16()) == "smallint"
+        assert pa_to_athena_value_type(pyarrow.int32()) == "int"
+        assert pa_to_athena_value_type(pyarrow.int64()) == "bigint"
+
     def test_pg_type_to_feast_value_type_json(self):
         """Test that Postgres json/jsonb types convert to ValueType.MAP."""
         assert pg_type_to_feast_value_type("json") == ValueType.MAP
@@ -541,6 +561,11 @@ def test_pg_type_to_feast_value_type_json_array(self):
         assert pg_type_to_feast_value_type("json[]") == ValueType.MAP_LIST
         assert pg_type_to_feast_value_type("jsonb[]") == ValueType.MAP_LIST
 
+    def test_pg_type_to_feast_value_type_real(self):
+        """Postgres real is single-precision (float4), so it maps to FLOAT, not DOUBLE."""
+        assert pg_type_to_feast_value_type("real") == ValueType.FLOAT
+        assert pg_type_to_feast_value_type("real[]") == ValueType.FLOAT_LIST
+
     def test_snowflake_variant_to_map(self):
         """Test that Snowflake VARIANT/OBJECT types convert to ValueType.MAP."""
         assert snowflake_type_to_feast_value_type("VARIANT") == ValueType.MAP
diff --git a/sdk/python/tests/unit/test_ui_server.py b/sdk/python/tests/unit/test_ui_server.py
index d878a3f1a20..8bf01ac5f24 100644
--- a/sdk/python/tests/unit/test_ui_server.py
+++ b/sdk/python/tests/unit/test_ui_server.py
@@ -148,11 +148,12 @@ def test_catch_all_route(ui_app_with_registry):
 # ---------- projects-list.json tests ----------
 
 
-def _read_projects_list(temp_dir):
-    """Read the projects-list.json written by get_app via the mock (ui_dir = temp_dir)."""
-    projects_file = os.path.join(temp_dir, "projects-list.json")
-    with open(projects_file) as f:
-        return json.load(f)
+def _read_projects_list(app):
+    """Fetch the projects-list.json from the dynamic endpoint."""
+    client = TestClient(app)
+    resp = client.get("/projects-list.json")
+    assertpy.assert_that(resp.status_code).is_equal_to(EXPECTED_SUCCESS_STATUS)
+    return resp.json()
 
 
 def test_projects_list_registry_path(mock_feature_store):
@@ -165,9 +166,9 @@ def test_projects_list_registry_path(mock_feature_store):
         _create_mock_ui_files(temp_dir)
 
         with _setup_importlib_mocks(temp_dir):
-            get_app(mock_feature_store, TEST_PROJECT_NAME)
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
 
-        data = _read_projects_list(temp_dir)
+        data = _read_projects_list(app)
         assertpy.assert_that(data["projects"][0]["registryPath"]).is_equal_to("/api/v1")
 
 
@@ -181,13 +182,13 @@ def test_projects_list_with_root_path(mock_feature_store):
         _create_mock_ui_files(temp_dir)
 
         with _setup_importlib_mocks(temp_dir):
-            get_app(
+            app = get_app(
                 mock_feature_store,
                 TEST_PROJECT_NAME,
                 root_path="/feast",
             )
 
-        data = _read_projects_list(temp_dir)
+        data = _read_projects_list(app)
         assertpy.assert_that(data["projects"][0]["registryPath"]).is_equal_to(
             "/feast/api/v1"
         )
@@ -206,9 +207,9 @@ def test_projects_list_multiple_projects(mock_feature_store):
         _create_mock_ui_files(temp_dir)
 
         with _setup_importlib_mocks(temp_dir):
-            get_app(mock_feature_store, TEST_PROJECT_NAME)
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
 
-        data = _read_projects_list(temp_dir)
+        data = _read_projects_list(app)
         assertpy.assert_that(len(data["projects"])).is_equal_to(3)
         assertpy.assert_that(data["projects"][0]["id"]).is_equal_to("all")
         assertpy.assert_that(data["projects"][1]["id"]).is_equal_to("project_alpha")
@@ -225,9 +226,9 @@ def test_projects_list_fallback_on_empty(mock_feature_store):
         _create_mock_ui_files(temp_dir)
 
         with _setup_importlib_mocks(temp_dir):
-            get_app(mock_feature_store, TEST_PROJECT_NAME)
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
 
-        data = _read_projects_list(temp_dir)
+        data = _read_projects_list(app)
         assertpy.assert_that(len(data["projects"])).is_equal_to(1)
         assertpy.assert_that(data["projects"][0]["id"]).is_equal_to(TEST_PROJECT_NAME)
 
@@ -242,8 +243,73 @@ def test_projects_list_fallback_on_exception(mock_feature_store):
         _create_mock_ui_files(temp_dir)
 
         with _setup_importlib_mocks(temp_dir):
-            get_app(mock_feature_store, TEST_PROJECT_NAME)
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
 
-        data = _read_projects_list(temp_dir)
+        data = _read_projects_list(app)
         assertpy.assert_that(len(data["projects"])).is_equal_to(1)
         assertpy.assert_that(data["projects"][0]["id"]).is_equal_to(TEST_PROJECT_NAME)
+
+
+def test_projects_list_dynamic_refresh(mock_feature_store):
+    """New projects appear without restarting the server."""
+    mock_registry = MagicMock()
+    mock_registry.list_projects.return_value = [
+        _make_project_mock("picked_elk"),
+    ]
+    mock_feature_store.registry = mock_registry
+
+    with tempfile.TemporaryDirectory() as temp_dir:
+        _create_mock_ui_files(temp_dir)
+
+        with _setup_importlib_mocks(temp_dir):
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
+
+        client = TestClient(app)
+
+        data = client.get("/projects-list.json").json()
+        assertpy.assert_that(len(data["projects"])).is_equal_to(1)
+        assertpy.assert_that(data["projects"][0]["id"]).is_equal_to("picked_elk")
+
+        mock_registry.list_projects.return_value = [
+            _make_project_mock("picked_elk"),
+            _make_project_mock("picked_elk2"),
+        ]
+
+        data = client.get("/projects-list.json").json()
+        assertpy.assert_that(len(data["projects"])).is_equal_to(3)
+        assertpy.assert_that(data["projects"][0]["id"]).is_equal_to("all")
+        assertpy.assert_that(data["projects"][1]["id"]).is_equal_to("picked_elk")
+        assertpy.assert_that(data["projects"][2]["id"]).is_equal_to("picked_elk2")
+
+
+def test_registry_refresh_endpoint(mock_feature_store):
+    """POST /api/v1/registry/refresh calls store.refresh_registry()."""
+    mock_feature_store.refresh_registry = MagicMock()
+
+    with tempfile.TemporaryDirectory() as temp_dir:
+        _create_mock_ui_files(temp_dir)
+
+        with _setup_importlib_mocks(temp_dir):
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
+
+        client = TestClient(app)
+        resp = client.post("/api/v1/registry/refresh")
+        assertpy.assert_that(resp.status_code).is_equal_to(EXPECTED_SUCCESS_STATUS)
+        mock_feature_store.refresh_registry.assert_called_once()
+
+
+def test_registry_refresh_endpoint_error(mock_feature_store):
+    """POST /api/v1/registry/refresh returns 500 when refresh_registry raises."""
+    mock_feature_store.refresh_registry = MagicMock(
+        side_effect=Exception("registry unreachable")
+    )
+
+    with tempfile.TemporaryDirectory() as temp_dir:
+        _create_mock_ui_files(temp_dir)
+
+        with _setup_importlib_mocks(temp_dir):
+            app = get_app(mock_feature_store, TEST_PROJECT_NAME)
+
+        client = TestClient(app, raise_server_exceptions=False)
+        resp = client.post("/api/v1/registry/refresh")
+        assertpy.assert_that(resp.status_code).is_equal_to(500)
diff --git a/sdk/python/tests/unit/test_unit_feature_store.py b/sdk/python/tests/unit/test_unit_feature_store.py
index 3bad0ec6c59..0d3df24c5ac 100644
--- a/sdk/python/tests/unit/test_unit_feature_store.py
+++ b/sdk/python/tests/unit/test_unit_feature_store.py
@@ -1,9 +1,12 @@
 from dataclasses import dataclass
 from typing import Dict, List
+from unittest.mock import MagicMock, patch
 
+import pandas as pd
 import pytest
 
 from feast import utils
+from feast.feature_store import FeatureStore
 from feast.protos.feast.types.Value_pb2 import Value
 
 
@@ -129,3 +132,52 @@ def test_get_unique_entities_missing_all_join_keys_error():
         in error_message
     )
     assert "Provided join_key_values: ['entity_3']" in error_message
+
+
+def test_write_to_offline_store_resolves_feature_view_with_single_lookup():
+    """``write_to_offline_store`` must resolve the feature view with a single
+    registry lookup via ``get_any_feature_view`` rather than the legacy
+    per-type try/except chain.
+
+    The old chain called ``get_stream_feature_view`` first, so the common plain
+    ``FeatureView`` always paid a guaranteed-miss lookup before the one that
+    could succeed. On a ``RemoteRegistry`` each miss is a wasted gRPC round-trip
+    on this per-batch write path (#6671).
+    """
+    store = FeatureStore.__new__(FeatureStore)
+
+    feature_view = MagicMock()
+    feature_view.name = "driver_hourly_stats"
+    feature_view.batch_source = MagicMock()
+
+    registry = MagicMock()
+    registry.get_any_feature_view.return_value = feature_view
+    store._registry = registry
+
+    current_project = MagicMock()
+    current_project.get.return_value = "test_project"
+    store._current_project = current_project
+    store.config = MagicMock()
+
+    provider = MagicMock()
+    provider.get_table_column_names_and_types_from_data_source.return_value = [
+        ("driver_id", "INT64"),
+    ]
+
+    df = pd.DataFrame({"driver_id": [1, 2, 3]})
+
+    with patch.object(FeatureStore, "_get_provider", return_value=provider):
+        store.write_to_offline_store("driver_hourly_stats", df, reorder_columns=False)
+
+    # A single unified lookup, with the default allow_registry_cache=True
+    # forwarded as allow_cache.
+    registry.get_any_feature_view.assert_called_once_with(
+        "driver_hourly_stats", "test_project", allow_cache=True
+    )
+    # None of the legacy per-type getters are used, so there is no
+    # guaranteed-miss lookup before the real one.
+    registry.get_stream_feature_view.assert_not_called()
+    registry.get_feature_view.assert_not_called()
+    registry.get_label_view.assert_not_called()
+
+    provider.ingest_df_to_offline_store.assert_called_once()
diff --git a/sdk/python/tests/unit/test_utils.py b/sdk/python/tests/unit/test_utils.py
index 7eebf46461a..7c83eb6ec8a 100644
--- a/sdk/python/tests/unit/test_utils.py
+++ b/sdk/python/tests/unit/test_utils.py
@@ -266,3 +266,177 @@ def test_large_scale_correctness(self):
                 assert ts.seconds == expected_ts
             for status in fv.statuses:
                 assert status == FieldStatus.PRESENT
+
+
+class TestGetFeatureViewsToUseSharedSource:
+    def _build_store(self, data_dir):
+        import os
+        from datetime import timedelta
+
+        import pandas as pd
+
+        from feast import Entity, FeatureStore, FeatureView, Field, FileSource
+        from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig
+        from feast.on_demand_feature_view import on_demand_feature_view
+        from feast.repo_config import RepoConfig
+        from feast.types import Float64
+
+        driver = Entity(name="driver", join_keys=["driver_id"])
+
+        df = pd.DataFrame(
+            {
+                "driver_id": [1001, 1002],
+                "event_timestamp": [
+                    datetime(2024, 1, 1, 10, 0, 0, tzinfo=timezone.utc),
+                    datetime(2024, 1, 1, 11, 0, 0, tzinfo=timezone.utc),
+                ],
+                "created": [
+                    datetime(2024, 1, 1, 10, 0, 0, tzinfo=timezone.utc),
+                    datetime(2024, 1, 1, 11, 0, 0, tzinfo=timezone.utc),
+                ],
+                "a": [1.0, 2.0],
+                "b": [10.0, 20.0],
+            }
+        )
+        src_path = os.path.join(data_dir, "src.parquet")
+        df.to_parquet(path=src_path, allow_truncated_timestamps=True)
+
+        src = FileSource(
+            name="src_source",
+            path=src_path,
+            timestamp_field="event_timestamp",
+            created_timestamp_column="created",
+        )
+
+        src_fv = FeatureView(
+            name="src_fv",
+            entities=[driver],
+            ttl=timedelta(days=0),
+            schema=[
+                Field(name="a", dtype=Float64),
+                Field(name="b", dtype=Float64),
+            ],
+            online=True,
+            source=src,
+        )
+
+        @on_demand_feature_view(
+            sources=[src_fv[["a"]]],
+            schema=[Field(name="a_out", dtype=Float64)],
+            mode="pandas",
+        )
+        def odfv_a(inputs):
+            return pd.DataFrame({"a_out": inputs["a"] + 1})
+
+        @on_demand_feature_view(
+            sources=[src_fv[["b"]]],
+            schema=[Field(name="b_out", dtype=Float64)],
+            mode="pandas",
+        )
+        def odfv_b(inputs):
+            return pd.DataFrame({"b_out": inputs["b"] + 100})
+
+        store = FeatureStore(
+            config=RepoConfig(
+                project="test_shared_source",
+                registry=os.path.join(data_dir, "registry.db"),
+                provider="local",
+                entity_key_serialization_version=3,
+                online_store=SqliteOnlineStoreConfig(
+                    path=os.path.join(data_dir, "online.db")
+                ),
+            )
+        )
+        store.apply([driver, src, src_fv, odfv_a, odfv_b])
+        return store
+
+    def test_shared_source_projections_are_merged(self):
+        import tempfile
+
+        from feast.utils import _get_feature_views_to_use
+
+        with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as data_dir:
+            store = self._build_store(data_dir)
+
+            fvs, odfvs = _get_feature_views_to_use(
+                store.registry,
+                store.project,
+                ["odfv_a:a_out", "odfv_b:b_out"],
+            )
+
+            src_entries = [fv for fv in fvs if fv.projection.name_to_use() == "src_fv"]
+            assert len(src_entries) == 1
+            projected = sorted(
+                feature.name for feature in src_entries[0].projection.features
+            )
+            assert projected == ["a", "b"]
+            assert {odfv.name for odfv in odfvs} == {"odfv_a", "odfv_b"}
+
+    def test_regular_fv_and_odfv_source_are_merged(self):
+        # Regression: a regular FeatureView requested alongside an ODFV that
+        # sources it must resolve to a single, merged src_fv entry. Previously
+        # the regular FV was appended but not indexed in fvs_by_projection_key,
+        # so the ODFV source appended a second partial src_fv projection and a
+        # later lookup raised "KeyError: Feature a not found in projection
+        # src_fv".
+        import tempfile
+
+        from feast.utils import _get_feature_views_to_use
+
+        with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as data_dir:
+            store = self._build_store(data_dir)
+
+            fvs, odfvs = _get_feature_views_to_use(
+                store.registry,
+                store.project,
+                ["src_fv:a", "odfv_b:b_out"],
+            )
+
+            src_entries = [fv for fv in fvs if fv.projection.name_to_use() == "src_fv"]
+            assert len(src_entries) == 1
+            projected = sorted(
+                feature.name for feature in src_entries[0].projection.features
+            )
+            assert projected == ["a", "b"]
+            assert {odfv.name for odfv in odfvs} == {"odfv_b"}
+
+    def test_regular_fv_and_odfv_source_merge_order_independent(self):
+        import tempfile
+
+        from feast.utils import _get_feature_views_to_use
+
+        with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as data_dir:
+            store = self._build_store(data_dir)
+
+            fvs, _ = _get_feature_views_to_use(
+                store.registry,
+                store.project,
+                ["odfv_b:b_out", "src_fv:a"],
+            )
+
+            src_entries = [fv for fv in fvs if fv.projection.name_to_use() == "src_fv"]
+            assert len(src_entries) == 1
+            projected = sorted(
+                feature.name for feature in src_entries[0].projection.features
+            )
+            assert projected == ["a", "b"]
+
+    def test_shared_source_ref_order_independent(self):
+        import tempfile
+
+        from feast.utils import _get_feature_views_to_use
+
+        with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as data_dir:
+            store = self._build_store(data_dir)
+
+            fvs, _ = _get_feature_views_to_use(
+                store.registry,
+                store.project,
+                ["odfv_b:b_out", "odfv_a:a_out"],
+            )
+            src_entries = [fv for fv in fvs if fv.projection.name_to_use() == "src_fv"]
+            assert len(src_entries) == 1
+            projected = sorted(
+                feature.name for feature in src_entries[0].projection.features
+            )
+            assert projected == ["a", "b"]
diff --git a/sdk/python/tests/unit/test_vector_store_utils.py b/sdk/python/tests/unit/test_vector_store_utils.py
new file mode 100644
index 00000000000..135519ba8f1
--- /dev/null
+++ b/sdk/python/tests/unit/test_vector_store_utils.py
@@ -0,0 +1,123 @@
+import unittest.mock
+from datetime import datetime, timezone
+
+import pytest
+
+from feast.errors import FeatureViewNotFoundException
+from feast.feature_view import FeatureView
+from feast.field import Field
+from feast.infra.offline_stores.file_source import FileSource
+from feast.types import Array, Float32, String
+from feast.vector_store_utils import (
+    VectorStoreRegistry,
+    build_vector_store_object,
+    feature_view_to_vs_id,
+)
+
+_DUMMY_SOURCE = FileSource(path="dummy.parquet", timestamp_field="ts")
+
+
+def _make_fv(name: str, vector_index: bool = True) -> FeatureView:
+    schema = [
+        Field(name="embedding", dtype=Array(Float32), vector_index=vector_index),
+        Field(name="text", dtype=String),
+    ]
+    fv = FeatureView(name=name, schema=schema, source=_DUMMY_SOURCE)
+    fv.created_timestamp = datetime(2025, 1, 1, tzinfo=timezone.utc)
+    return fv
+
+
+class TestFeatureViewToVsId:
+    def test_deterministic(self):
+        id1 = feature_view_to_vs_id("proj", "fv_name")
+        id2 = feature_view_to_vs_id("proj", "fv_name")
+        assert id1 == id2
+
+    def test_format(self):
+        vs_id = feature_view_to_vs_id("proj", "fv_name")
+        assert vs_id.startswith("vs_")
+        assert len(vs_id) == 27  # "vs_" + 24 hex chars
+
+    def test_different_projects_produce_different_ids(self):
+        id_a = feature_view_to_vs_id("project_a", "embeddings")
+        id_b = feature_view_to_vs_id("project_b", "embeddings")
+        assert id_a != id_b
+
+    def test_different_fv_names_produce_different_ids(self):
+        id_a = feature_view_to_vs_id("proj", "fv_one")
+        id_b = feature_view_to_vs_id("proj", "fv_two")
+        assert id_a != id_b
+
+
+class TestBuildVectorStoreObject:
+    def test_shape(self):
+        fv = _make_fv("my_embeddings")
+        obj = build_vector_store_object("proj", fv)
+        assert obj["object"] == "vector_store"
+        assert obj["name"] == "my_embeddings"
+        assert obj["status"] == "completed"
+        assert obj["id"] == feature_view_to_vs_id("proj", "my_embeddings")
+        assert isinstance(obj["created_at"], int)
+        assert obj["created_at"] > 0
+
+    def test_no_created_timestamp(self):
+        fv = _make_fv("fv")
+        fv.created_timestamp = None
+        obj = build_vector_store_object("proj", fv)
+        assert obj["created_at"] == 0
+
+
+class TestVectorStoreRegistry:
+    def _mock_store(self, feature_views: list, project: str = "test_project"):
+        store = unittest.mock.MagicMock()
+        store.project = project
+        store.list_feature_views.return_value = feature_views
+        return store
+
+    def test_resolve_found(self):
+        fv = _make_fv("products")
+        store = self._mock_store([fv])
+        registry = VectorStoreRegistry(store)
+        vs_id = feature_view_to_vs_id("test_project", "products")
+        assert registry.resolve(vs_id).name == "products"
+
+    def test_resolve_not_found(self):
+        store = self._mock_store([_make_fv("products")])
+        registry = VectorStoreRegistry(store)
+        with pytest.raises(FeatureViewNotFoundException):
+            registry.resolve("vs_does_not_exist_000000")
+
+    def test_list_filters_non_vector_fvs(self):
+        vec_fv = _make_fv("vec_fv", vector_index=True)
+        plain_fv = _make_fv("plain_fv", vector_index=False)
+        store = self._mock_store([vec_fv, plain_fv])
+        registry = VectorStoreRegistry(store)
+        stores = registry.list_vector_stores()
+        names = [s["name"] for s in stores]
+        assert "vec_fv" in names
+        assert "plain_fv" not in names
+
+    def test_get_vector_store_found(self):
+        fv = _make_fv("embeddings")
+        store = self._mock_store([fv])
+        registry = VectorStoreRegistry(store)
+        vs_id = feature_view_to_vs_id("test_project", "embeddings")
+        obj = registry.get_vector_store(vs_id)
+        assert obj is not None
+        assert obj["name"] == "embeddings"
+
+    def test_get_vector_store_not_found(self):
+        store = self._mock_store([_make_fv("embeddings")])
+        registry = VectorStoreRegistry(store)
+        assert registry.get_vector_store("vs_bogus_id_000000000000") is None
+
+    def test_refresh_picks_up_new_fvs(self):
+        fv1 = _make_fv("fv1")
+        store = self._mock_store([fv1])
+        registry = VectorStoreRegistry(store)
+        assert len(registry.list_vector_stores()) == 1
+
+        fv2 = _make_fv("fv2")
+        store.list_feature_views.return_value = [fv1, fv2]
+        registry.refresh()
+        assert len(registry.list_vector_stores()) == 2
diff --git a/sdk/python/tests/unit/transformation/test_pandas_transformation.py b/sdk/python/tests/unit/transformation/test_pandas_transformation.py
index d20204ceb93..f2f587422f0 100644
--- a/sdk/python/tests/unit/transformation/test_pandas_transformation.py
+++ b/sdk/python/tests/unit/transformation/test_pandas_transformation.py
@@ -1,6 +1,8 @@
 import pandas as pd
 
 from feast.transformation.pandas_transformation import PandasTransformation
+from feast.transformation.python_transformation import PythonTransformation
+from feast.transformation.udf_rehydrate import resolve_udf
 
 
 def pandas_udf(features_df: pd.DataFrame) -> pd.DataFrame:
@@ -16,3 +18,42 @@ def test_init_pandas_transformation():
     transformed_df = transformation.transform(features_df)
     assert transformed_df["output1"].values[0] == 1
     assert transformed_df["output2"].values[1] == 3
+
+
+_UDF_SOURCE = """def pandas_udf(features_df):
+    df = __import__("pandas").DataFrame()
+    df["output1"] = features_df["feature1"]
+    df["output2"] = features_df["feature2"]
+    return df
+"""
+
+
+def test_pandas_transformation_eq_uses_udf_string_not_bytecode():
+    """Repo vs source-rehydrated callables must compare equal when source matches."""
+    rehydrated = resolve_udf(udf_string=_UDF_SOURCE, preferred_name="pandas_udf")
+    assert pandas_udf.__code__.co_code != rehydrated.__code__.co_code
+
+    left = PandasTransformation(udf=pandas_udf, udf_string=_UDF_SOURCE)
+    right = PandasTransformation(udf=rehydrated, udf_string=_UDF_SOURCE)
+    assert left == right
+
+    different = PandasTransformation(udf=rehydrated, udf_string=_UDF_SOURCE + "\n")
+    assert left != different
+
+
+def test_python_transformation_eq_uses_udf_string_not_bytecode():
+    rehydrated = resolve_udf(udf_string=_UDF_SOURCE, preferred_name="pandas_udf")
+    left = PythonTransformation(udf=pandas_udf, udf_string=_UDF_SOURCE)
+    right = PythonTransformation(udf=rehydrated, udf_string=_UDF_SOURCE)
+    assert left == right
+    assert left != PythonTransformation(udf=rehydrated, udf_string="other")
+
+
+def test_ray_transformation_eq_uses_udf_string_not_bytecode():
+    from feast.transformation.ray_transformation import RayTransformation
+
+    rehydrated = resolve_udf(udf_string=_UDF_SOURCE, preferred_name="pandas_udf")
+    left = RayTransformation(udf=pandas_udf, udf_string=_UDF_SOURCE)
+    right = RayTransformation(udf=rehydrated, udf_string=_UDF_SOURCE)
+    assert left == right
+    assert left != RayTransformation(udf=rehydrated, udf_string="other")
diff --git a/sdk/python/tests/unit/transformation/test_udf_rehydrate.py b/sdk/python/tests/unit/transformation/test_udf_rehydrate.py
new file mode 100644
index 00000000000..def9ba4c401
--- /dev/null
+++ b/sdk/python/tests/unit/transformation/test_udf_rehydrate.py
@@ -0,0 +1,94 @@
+import time
+
+import dill
+import pandas as pd
+
+from feast.transformation.udf_rehydrate import (
+    _strip_leading_decorators,
+    rehydrate_udf_from_source,
+    resolve_udf,
+)
+
+
+def _sample_udf(df: pd.DataFrame) -> pd.DataFrame:
+    out = pd.DataFrame()
+    out["doubled"] = df["x"] * 2
+    return out
+
+
+_SAMPLE_SRC = """
+def _sample_udf(df):
+    import pandas as pd
+    out = pd.DataFrame()
+    out["doubled"] = df["x"] * 2
+    return out
+"""
+
+
+def test_rehydrate_udf_from_source_prefers_named_function():
+    fn = rehydrate_udf_from_source(_SAMPLE_SRC, preferred_name="_sample_udf")
+    assert fn is not None
+    result = fn(pd.DataFrame({"x": [1, 2]}))
+    assert list(result["doubled"]) == [2, 4]
+
+
+def test_resolve_udf_prefers_source_over_garbage_dill_body():
+    # Garbage dill body would fail dill.loads; source must win.
+    udf = resolve_udf(
+        udf_string=_SAMPLE_SRC,
+        body=b"not-valid-dill",
+        preferred_name="_sample_udf",
+    )
+    result = udf(pd.DataFrame({"x": [3]}))
+    assert result["doubled"].iloc[0] == 6
+
+
+def test_resolve_udf_falls_back_to_dill_when_source_empty():
+    body = dill.dumps(_sample_udf, recurse=True)
+    udf = resolve_udf(udf_string="", body=body)
+    result = udf(pd.DataFrame({"x": [4]}))
+    assert result["doubled"].iloc[0] == 8
+
+
+def test_rehydrate_strips_on_demand_decorator():
+    src = """@on_demand_feature_view(
+    sources=[feature_view_1],
+    schema=[Field(name="metric_sum", dtype=Float64)],
+)
+def metric_sum_odfv(inputs):
+    import pandas as pd
+    df = pd.DataFrame()
+    df["metric_sum"] = inputs["metric_a"] + inputs["metric_b"]
+    return df
+"""
+    fn = rehydrate_udf_from_source(src, preferred_name="metric_sum_odfv")
+    assert fn is not None
+    result = fn(pd.DataFrame({"metric_a": [1.0], "metric_b": [2.0]}))
+    assert result["metric_sum"].iloc[0] == 3.0
+
+
+def test_strip_leading_decorators_multiline_and_bare():
+    src = """@decorator
+@foo(
+    a=1,
+    b="x(y)",
+)
+def bar():
+    return 1
+"""
+    stripped = _strip_leading_decorators(src)
+    assert stripped.lstrip().startswith("def bar")
+    assert "@" not in stripped.split("def", 1)[0]
+
+
+def test_strip_leading_decorators_adversarial_at_spam_is_linear():
+    # CodeQL concern: nested regex on many '@' / newlines. Must stay O(n).
+    spam = "@\n" * 20_000
+    started = time.perf_counter()
+    stripped = _strip_leading_decorators(spam)
+    elapsed = time.perf_counter() - started
+    assert elapsed < 1.0
+    # No def — strip may consume all decorators; result should not hang and
+    # rehydrate should fail closed so dill fallback can run.
+    assert rehydrate_udf_from_source(spam) is None
+    assert isinstance(stripped, str)
diff --git a/sdk/python/tests/universal/feature_repos/universal/online_store/postgres.py b/sdk/python/tests/universal/feature_repos/universal/online_store/postgres.py
index 0141232f12f..1a2289cef84 100644
--- a/sdk/python/tests/universal/feature_repos/universal/online_store/postgres.py
+++ b/sdk/python/tests/universal/feature_repos/universal/online_store/postgres.py
@@ -73,6 +73,7 @@ def create_online_store(self) -> Dict[str, Any]:
             "password": "test!@#$%",
             "database": "test",
             "vector_enabled": True,
+            "enable_openai_compatible_store": True,
             "port": self.container.get_exposed_port(5432),
             "sslmode": "disable",
         }
diff --git a/sdk/python/tests/utils/cli_repo_creator.py b/sdk/python/tests/utils/cli_repo_creator.py
index 678973b9539..e39ab992c73 100644
--- a/sdk/python/tests/utils/cli_repo_creator.py
+++ b/sdk/python/tests/utils/cli_repo_creator.py
@@ -63,26 +63,43 @@ def _subprocess_env(self) -> dict[str, str]:
         env["PYTHONPATH"] = os.pathsep.join(parent_paths)
         return env
 
-    def run(self, args: List[str], cwd: Path) -> subprocess.CompletedProcess:
+    def run(
+        self, args: List[str], cwd: Path, attempts: int = 2
+    ) -> subprocess.CompletedProcess:
         # Apply a conservative timeout to prevent CI hangs from Dask atexit-handler
         # stalls or other subprocess blockages.
         timeout = 120
 
-        try:
-            return subprocess.run(
-                [sys.executable, cli.__file__] + args,
-                cwd=cwd,
-                capture_output=True,
-                timeout=timeout,
-                env=self._subprocess_env(),
-            )
-        except subprocess.TimeoutExpired:
-            return subprocess.CompletedProcess(
-                args=[sys.executable, cli.__file__] + args,
-                returncode=-1,
-                stdout=b"",
-                stderr=f"Command timed out after {timeout}s: {args}".encode(),
-            )
+        # Commands routed through here (e.g. `apply`) do not materialize, so they
+        # cannot trigger the Dask atexit hang described in the module docstring. A
+        # timeout is therefore almost always transient slowness — a cold child
+        # interpreter importing Feast (pandas/pyarrow/...) on a loaded CI runner,
+        # which has been observed to exceed the timeout on the slower macOS
+        # runners. Retry once so a single slow cold start does not flake the test:
+        # the retry runs with warm OS/page caches and typically finishes quickly,
+        # while a genuine repeated stall still fails once attempts are exhausted.
+        full_args = [sys.executable, cli.__file__] + args
+        result = None
+        for attempt in range(1, attempts + 1):
+            try:
+                return subprocess.run(
+                    full_args,
+                    cwd=cwd,
+                    capture_output=True,
+                    timeout=timeout,
+                    env=self._subprocess_env(),
+                )
+            except subprocess.TimeoutExpired:
+                result = subprocess.CompletedProcess(
+                    args=full_args,
+                    returncode=-1,
+                    stdout=b"",
+                    stderr=(
+                        f"Command timed out after {timeout}s "
+                        f"(attempt {attempt}/{attempts}): {args}"
+                    ).encode(),
+                )
+        return result
 
     def run_with_output(self, args: List[str], cwd: Path) -> Tuple[int, bytes]:
         is_teardown = "teardown" in args
diff --git a/skills/references/configuration.md b/skills/references/configuration.md
index 7a63b8429bd..e10d7b0d9ea 100644
--- a/skills/references/configuration.md
+++ b/skills/references/configuration.md
@@ -259,7 +259,7 @@ materialization:
 openlineage:
   enabled: true
   transport_type: http  # http, console, file, kafka (omit to use OpenLineage SDK defaults)
-  transport_url: http://marquez:5000
+  transport_url: http://feast-example-lineage:6580
   transport_endpoint: api/v1/lineage
   namespace: feast
   emit_on_apply: true
diff --git a/ui/package.json b/ui/package.json
index f024cb22548..9ee26e032b9 100644
--- a/ui/package.json
+++ b/ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@feast-dev/feast-ui",
-  "version": "0.65.0",
+  "version": "0.66.0",
   "private": false,
   "files": [
     "dist"
diff --git a/ui/src/FeastUISansProviders.tsx b/ui/src/FeastUISansProviders.tsx
index 1f032e3bc05..60a02aa1d56 100644
--- a/ui/src/FeastUISansProviders.tsx
+++ b/ui/src/FeastUISansProviders.tsx
@@ -79,10 +79,12 @@ const FeastUISansProviders = ({
       ? {
           projectsListPromise: feastUIConfigs?.projectListPromise,
           isCustom: true,
+          basename,
         }
       : {
           projectsListPromise: defaultProjectListPromise(basename),
           isCustom: false,
+          basename,
         };
 
   return (
diff --git a/ui/src/components/DataSourceFormModal.tsx b/ui/src/components/DataSourceFormModal.tsx
index ca95bb6aa0e..e3c838a349b 100644
--- a/ui/src/components/DataSourceFormModal.tsx
+++ b/ui/src/components/DataSourceFormModal.tsx
@@ -47,6 +47,10 @@ const SOURCE_TYPE_OPTIONS = [
     value: String(feast.core.DataSource.SourceType.BATCH_ATHENA),
     text: "AWS Athena",
   },
+  {
+    value: String(feast.core.DataSource.SourceType.BATCH_ICEBERG),
+    text: "Iceberg / Unity Catalog",
+  },
   {
     value: String(feast.core.DataSource.SourceType.STREAM_KAFKA),
     text: "Kafka",
@@ -84,42 +88,87 @@ interface DataSourceFormData {
   timestampField: string;
   createdTimestampColumn: string;
   tags: TagEntry[];
+  // File source
   fileUri: string;
+  fileFormat: string;
+  fileS3EndpointOverride: string;
+  // BigQuery
   bigqueryTable: string;
   bigqueryQuery: string;
+  bigqueryDatePartitionColumn: string;
+  // Snowflake
   snowflakeTable: string;
   snowflakeDatabase: string;
   snowflakeSchema: string;
+  snowflakeQuery: string;
+  snowflakeWarehouse: string;
+  // Redshift
   redshiftTable: string;
   redshiftDatabase: string;
   redshiftSchema: string;
+  redshiftQuery: string;
+  // Kafka
   kafkaBootstrapServers: string;
   kafkaTopic: string;
+  kafkaMessageFormat: string;
+  kafkaWatermarkDelay: string;
+  // Spark
   sparkTable: string;
   sparkPath: string;
+  sparkQuery: string;
+  sparkFileFormat: string;
+  sparkTableFormat: string;
+  sparkTableFormatCatalog: string;
+  sparkTableFormatNamespace: string;
+  sparkTableFormatProperties: string;
+  sparkDatePartitionColumn: string;
+  sparkDatePartitionFormat: string;
+  // Kinesis
   kinesisRegion: string;
   kinesisStreamName: string;
+  kinesisRecordFormat: string;
+  // Trino
   trinoTable: string;
   trinoQuery: string;
+  // Athena
   athenaTable: string;
   athenaQuery: string;
   athenaDatabase: string;
   athenaDataSource: string;
+  athenaDatePartitionColumn: string;
+  // Custom
   customSourceClassName: string;
   customSourceConfig: string;
-  // Contrib source fields
+  // Iceberg / Unity Catalog
+  icebergCatalogType: string;
+  icebergEndpoint: string;
+  icebergWarehouse: string;
+  icebergNamespace: string;
+  icebergTable: string;
+  icebergTokenEnvVar: string;
+  icebergCredentialVending: string;
+  icebergCatalogProperties: string;
+  // Ray
   rayReaderType: string;
   rayPath: string;
   rayReaderOptions: string;
+  // Postgres
   postgresTable: string;
   postgresQuery: string;
+  // MongoDB
   mongodbCollection: string;
+  // ClickHouse
   clickhouseTable: string;
   clickhouseQuery: string;
+  // MSSQL
   mssqlTable: string;
   mssqlConnectionStr: string;
+  mssqlDatePartitionColumn: string;
+  // Oracle
   oracleTable: string;
   oracleConnectionStr: string;
+  oracleDatePartitionColumn: string;
+  // Couchbase
   couchbaseDatabase: string;
   couchbaseScope: string;
   couchbaseCollection: string;
@@ -144,28 +193,54 @@ const EMPTY_FORM: DataSourceFormData = {
   createdTimestampColumn: "",
   tags: [],
   fileUri: "",
+  fileFormat: "parquet",
+  fileS3EndpointOverride: "",
   bigqueryTable: "",
   bigqueryQuery: "",
+  bigqueryDatePartitionColumn: "",
   snowflakeTable: "",
   snowflakeDatabase: "",
   snowflakeSchema: "",
+  snowflakeQuery: "",
+  snowflakeWarehouse: "",
   redshiftTable: "",
   redshiftDatabase: "",
   redshiftSchema: "",
+  redshiftQuery: "",
   kafkaBootstrapServers: "",
   kafkaTopic: "",
+  kafkaMessageFormat: "json",
+  kafkaWatermarkDelay: "",
   sparkTable: "",
   sparkPath: "",
+  sparkQuery: "",
+  sparkFileFormat: "parquet",
+  sparkTableFormat: "",
+  sparkTableFormatCatalog: "",
+  sparkTableFormatNamespace: "",
+  sparkTableFormatProperties: "",
+  sparkDatePartitionColumn: "",
+  sparkDatePartitionFormat: "%Y-%m-%d",
   kinesisRegion: "",
   kinesisStreamName: "",
+  kinesisRecordFormat: "json",
   trinoTable: "",
   trinoQuery: "",
   athenaTable: "",
   athenaQuery: "",
   athenaDatabase: "",
   athenaDataSource: "",
+  athenaDatePartitionColumn: "",
   customSourceClassName: "",
   customSourceConfig: "",
+  icebergCatalogType: "rest",
+  icebergEndpoint: "",
+  icebergWarehouse: "",
+  icebergNamespace: "",
+  icebergTable: "",
+  icebergTokenEnvVar: "",
+  icebergCredentialVending: "true",
+  icebergCatalogProperties: "",
   rayReaderType: "parquet",
   rayPath: "",
   rayReaderOptions: "",
@@ -176,8 +251,10 @@ const EMPTY_FORM: DataSourceFormData = {
   clickhouseQuery: "",
   mssqlTable: "",
   mssqlConnectionStr: "",
+  mssqlDatePartitionColumn: "",
   oracleTable: "",
   oracleConnectionStr: "",
+  oracleDatePartitionColumn: "",
   couchbaseDatabase: "",
   couchbaseScope: "",
   couchbaseCollection: "",
@@ -192,6 +269,7 @@ const BATCH_SOURCE_TYPES = new Set([
   String(feast.core.DataSource.SourceType.BATCH_SPARK),
   String(feast.core.DataSource.SourceType.BATCH_TRINO),
   String(feast.core.DataSource.SourceType.BATCH_ATHENA),
+  String(feast.core.DataSource.SourceType.BATCH_ICEBERG),
   "RAY_SOURCE",
   "POSTGRES_SOURCE",
   "MONGODB_SOURCE",
@@ -264,23 +342,36 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
     } else if (
       st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)
     ) {
-      if (!formData.snowflakeTable.trim()) {
-        newErrors.snowflakeTable = "Table name is required for Snowflake.";
+      if (!formData.snowflakeTable.trim() && !formData.snowflakeQuery.trim()) {
+        newErrors.snowflakeTable =
+          "Either a table or a query is required for Snowflake.";
       }
       if (!formData.snowflakeDatabase.trim()) {
         newErrors.snowflakeDatabase = "Database is required for Snowflake.";
       }
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) {
-      if (!formData.redshiftTable.trim()) {
-        newErrors.redshiftTable = "Table name is required for Redshift.";
+      if (!formData.redshiftTable.trim() && !formData.redshiftQuery.trim()) {
+        newErrors.redshiftTable =
+          "Either a table or a query is required for Redshift.";
       }
       if (!formData.redshiftDatabase.trim()) {
         newErrors.redshiftDatabase = "Database is required for Redshift.";
       }
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) {
-      if (!formData.sparkTable.trim() && !formData.sparkPath.trim()) {
+      if (
+        !formData.sparkTable.trim() &&
+        !formData.sparkPath.trim() &&
+        !formData.sparkQuery.trim()
+      ) {
         newErrors.sparkTable =
-          "Either a table reference or a path is required for Spark.";
+          "Either a table, path, or query is required for Spark.";
+      } else if (
+        formData.sparkPath.trim() &&
+        !formData.sparkTableFormat &&
+        !formData.sparkFileFormat
+      ) {
+        newErrors.sparkFileFormat =
+          "File format is required when using a path without table format.";
       }
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) {
       if (!formData.trinoTable.trim() && !formData.trinoQuery.trim()) {
@@ -295,6 +386,16 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
       if (!formData.athenaDatabase.trim()) {
         newErrors.athenaDatabase = "Database is required for Athena.";
       }
+    } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) {
+      if (!formData.icebergWarehouse.trim()) {
+        newErrors.icebergWarehouse = "Warehouse is required.";
+      }
+      if (!formData.icebergNamespace.trim()) {
+        newErrors.icebergNamespace = "Namespace is required.";
+      }
+      if (!formData.icebergTable.trim()) {
+        newErrors.icebergTable = "Table name is required.";
+      }
     } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) {
       if (!formData.kafkaBootstrapServers.trim()) {
         newErrors.kafkaBootstrapServers = "Bootstrap servers are required.";
@@ -402,19 +503,52 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
   };
 
   const renderFileSourceFields = () => (
-    <EuiFormRow
-      label="File Path / URI"
-      isInvalid={!!errors.fileUri}
-      error={errors.fileUri}
-      helpText="Path to the data file accessible by the Feast server (e.g. s3://bucket/path/data.parquet, gs://bucket/data.csv, file:///mnt/data/features.parquet)."
-    >
-      <EuiFieldText
-        value={formData.fileUri}
-        onChange={(e) => updateField("fileUri", e.target.value)}
+    <>
+      <EuiFormRow
+        label="File Path / URI"
         isInvalid={!!errors.fileUri}
-        placeholder="s3://bucket/path/to/data.parquet"
-      />
-    </EuiFormRow>
+        error={errors.fileUri}
+        helpText="Path to the data file accessible by the Feast server (e.g. s3://bucket/path/data.parquet, gs://bucket/data.csv, file:///mnt/data/features.parquet)."
+      >
+        <EuiFieldText
+          value={formData.fileUri}
+          onChange={(e) => updateField("fileUri", e.target.value)}
+          isInvalid={!!errors.fileUri}
+          placeholder="s3://bucket/path/to/data.parquet"
+        />
+      </EuiFormRow>
+      <EuiFlexGroup gutterSize="m">
+        <EuiFlexItem>
+          <EuiFormRow label="File Format" helpText="Format of the data file.">
+            <EuiSelect
+              options={[
+                { value: "parquet", text: "Parquet" },
+                { value: "csv", text: "CSV" },
+                { value: "json", text: "JSON" },
+                { value: "avro", text: "Avro" },
+                { value: "delta", text: "Delta" },
+              ]}
+              value={formData.fileFormat}
+              onChange={(e) => updateField("fileFormat", e.target.value)}
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="S3 Endpoint Override (optional)"
+            helpText="Custom S3-compatible endpoint (e.g. MinIO)."
+          >
+            <EuiFieldText
+              value={formData.fileS3EndpointOverride}
+              onChange={(e) =>
+                updateField("fileS3EndpointOverride", e.target.value)
+              }
+              placeholder="http://minio:9000"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+    </>
   );
 
   const renderSourceTypeHeader = () => {
@@ -489,6 +623,18 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               rows={3}
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Date Partition Column (optional)"
+            helpText="BigQuery partition column for efficient date-based queries."
+          >
+            <EuiFieldText
+              value={formData.bigqueryDatePartitionColumn}
+              onChange={(e) =>
+                updateField("bigqueryDatePartitionColumn", e.target.value)
+              }
+              placeholder="date_partition"
+            />
+          </EuiFormRow>
         </>
       );
     }
@@ -525,16 +671,48 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               </EuiFormRow>
             </EuiFlexItem>
           </EuiFlexGroup>
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Table"
+                isInvalid={!!errors.snowflakeTable}
+                error={errors.snowflakeTable}
+                helpText="Provide either a table or a query."
+              >
+                <EuiFieldText
+                  value={formData.snowflakeTable}
+                  onChange={(e) =>
+                    updateField("snowflakeTable", e.target.value)
+                  }
+                  isInvalid={!!errors.snowflakeTable}
+                  placeholder="MY_TABLE"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Warehouse (optional)"
+                helpText="Snowflake compute warehouse."
+              >
+                <EuiFieldText
+                  value={formData.snowflakeWarehouse}
+                  onChange={(e) =>
+                    updateField("snowflakeWarehouse", e.target.value)
+                  }
+                  placeholder="COMPUTE_WH"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
           <EuiFormRow
-            label="Table"
-            isInvalid={!!errors.snowflakeTable}
-            error={errors.snowflakeTable}
+            label="Query (optional)"
+            helpText="SQL query as an alternative to a fixed table."
           >
-            <EuiFieldText
-              value={formData.snowflakeTable}
-              onChange={(e) => updateField("snowflakeTable", e.target.value)}
-              isInvalid={!!errors.snowflakeTable}
-              placeholder="MY_TABLE"
+            <EuiTextArea
+              value={formData.snowflakeQuery}
+              onChange={(e) => updateField("snowflakeQuery", e.target.value)}
+              placeholder="SELECT * FROM MY_TABLE WHERE ..."
+              rows={3}
             />
           </EuiFormRow>
         </>
@@ -577,6 +755,7 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
             label="Table"
             isInvalid={!!errors.redshiftTable}
             error={errors.redshiftTable}
+            helpText="Provide either a table or a query."
           >
             <EuiFieldText
               value={formData.redshiftTable}
@@ -585,6 +764,17 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               placeholder="my_table"
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Query (optional)"
+            helpText="SQL query as an alternative to a fixed table."
+          >
+            <EuiTextArea
+              value={formData.redshiftQuery}
+              onChange={(e) => updateField("redshiftQuery", e.target.value)}
+              placeholder="SELECT * FROM my_table WHERE ..."
+              rows={3}
+            />
+          </EuiFormRow>
         </>
       );
     }
@@ -607,16 +797,50 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               placeholder="broker1:9092,broker2:9092"
             />
           </EuiFormRow>
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Topic"
+                isInvalid={!!errors.kafkaTopic}
+                error={errors.kafkaTopic}
+              >
+                <EuiFieldText
+                  value={formData.kafkaTopic}
+                  onChange={(e) => updateField("kafkaTopic", e.target.value)}
+                  isInvalid={!!errors.kafkaTopic}
+                  placeholder="my-feature-topic"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Message Format"
+                helpText="Serialization format of Kafka messages."
+              >
+                <EuiSelect
+                  options={[
+                    { value: "json", text: "JSON" },
+                    { value: "avro", text: "Avro" },
+                    { value: "proto", text: "Protobuf" },
+                  ]}
+                  value={formData.kafkaMessageFormat}
+                  onChange={(e) =>
+                    updateField("kafkaMessageFormat", e.target.value)
+                  }
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
           <EuiFormRow
-            label="Topic"
-            isInvalid={!!errors.kafkaTopic}
-            error={errors.kafkaTopic}
+            label="Watermark Delay Threshold (optional)"
+            helpText="Allowed lateness for late-arriving events (e.g. 30 seconds)."
           >
             <EuiFieldText
-              value={formData.kafkaTopic}
-              onChange={(e) => updateField("kafkaTopic", e.target.value)}
-              isInvalid={!!errors.kafkaTopic}
-              placeholder="my-feature-topic"
+              value={formData.kafkaWatermarkDelay}
+              onChange={(e) =>
+                updateField("kafkaWatermarkDelay", e.target.value)
+              }
+              placeholder="30 seconds"
             />
           </EuiFormRow>
         </>
@@ -630,7 +854,7 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
             label="Table"
             isInvalid={!!errors.sparkTable}
             error={errors.sparkTable}
-            helpText="Spark catalog table (catalog.database.table). Provide either table or path."
+            helpText="Spark catalog table (catalog.database.table). Provide table, path, or query."
           >
             <EuiFieldText
               value={formData.sparkTable}
@@ -641,14 +865,143 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
           </EuiFormRow>
           <EuiFormRow
             label="Path (optional)"
-            helpText="Alternative: direct path to data files."
+            helpText="Direct path to data files."
           >
             <EuiFieldText
               value={formData.sparkPath}
               onChange={(e) => updateField("sparkPath", e.target.value)}
-              placeholder="s3://bucket/path/"
+              placeholder="s3://bucket/path/ or abfss://container@account/path/"
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Query (optional)"
+            helpText="SQL query as an alternative to table/path."
+          >
+            <EuiTextArea
+              value={formData.sparkQuery}
+              onChange={(e) => updateField("sparkQuery", e.target.value)}
+              placeholder="SELECT * FROM catalog.db.table WHERE ..."
+              rows={3}
+            />
+          </EuiFormRow>
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="File Format (optional)"
+                helpText="Required when using path without table format."
+              >
+                <EuiSelect
+                  options={[
+                    { value: "", text: "— None —" },
+                    { value: "parquet", text: "Parquet" },
+                    { value: "csv", text: "CSV" },
+                    { value: "json", text: "JSON" },
+                    { value: "avro", text: "Avro" },
+                  ]}
+                  value={formData.sparkFileFormat}
+                  onChange={(e) =>
+                    updateField("sparkFileFormat", e.target.value)
+                  }
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Table Format (optional)"
+                helpText="Advanced table format for path-based reads."
+              >
+                <EuiSelect
+                  options={[
+                    { value: "", text: "— None —" },
+                    { value: "iceberg", text: "Iceberg" },
+                    { value: "delta", text: "Delta Lake" },
+                    { value: "hudi", text: "Hudi" },
+                  ]}
+                  value={formData.sparkTableFormat}
+                  onChange={(e) =>
+                    updateField("sparkTableFormat", e.target.value)
+                  }
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
+          {formData.sparkTableFormat && (
+            <>
+              <EuiFlexGroup gutterSize="m">
+                <EuiFlexItem>
+                  <EuiFormRow
+                    label="Catalog Name (optional)"
+                    helpText="Table format catalog name."
+                  >
+                    <EuiFieldText
+                      value={formData.sparkTableFormatCatalog}
+                      onChange={(e) =>
+                        updateField("sparkTableFormatCatalog", e.target.value)
+                      }
+                      placeholder="my_catalog"
+                    />
+                  </EuiFormRow>
+                </EuiFlexItem>
+                <EuiFlexItem>
+                  <EuiFormRow
+                    label="Namespace (optional)"
+                    helpText="Table format namespace/database."
+                  >
+                    <EuiFieldText
+                      value={formData.sparkTableFormatNamespace}
+                      onChange={(e) =>
+                        updateField("sparkTableFormatNamespace", e.target.value)
+                      }
+                      placeholder="my_db"
+                    />
+                  </EuiFormRow>
+                </EuiFlexItem>
+              </EuiFlexGroup>
+              <EuiFormRow
+                label="Table Format Properties (JSON, optional)"
+                helpText="Additional catalog/format properties."
+              >
+                <EuiTextArea
+                  value={formData.sparkTableFormatProperties}
+                  onChange={(e) =>
+                    updateField("sparkTableFormatProperties", e.target.value)
+                  }
+                  placeholder='{"warehouse": "s3://bucket/warehouse"}'
+                  rows={2}
+                />
+              </EuiFormRow>
+            </>
+          )}
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Date Partition Column (optional)"
+                helpText="Column used for date-based partitioning."
+              >
+                <EuiFieldText
+                  value={formData.sparkDatePartitionColumn}
+                  onChange={(e) =>
+                    updateField("sparkDatePartitionColumn", e.target.value)
+                  }
+                  placeholder="date_partition"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Partition Format (optional)"
+                helpText="Date format for partition column."
+              >
+                <EuiFieldText
+                  value={formData.sparkDatePartitionFormat}
+                  onChange={(e) =>
+                    updateField("sparkDatePartitionFormat", e.target.value)
+                  }
+                  placeholder="%Y-%m-%d"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
         </>
       );
     }
@@ -734,25 +1087,168 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               rows={3}
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Date Partition Column (optional)"
+            helpText="Column used for date-based partitioning."
+          >
+            <EuiFieldText
+              value={formData.athenaDatePartitionColumn}
+              onChange={(e) =>
+                updateField("athenaDatePartitionColumn", e.target.value)
+              }
+              placeholder="date_partition"
+            />
+          </EuiFormRow>
         </>
       );
     }
 
-    if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
+    if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) {
       return (
         <>
           <EuiFormRow
-            label="AWS Region"
-            isInvalid={!!errors.kinesisRegion}
-            error={errors.kinesisRegion}
+            label="Catalog Type"
+            helpText="Iceberg catalog backend to use."
+          >
+            <EuiSelect
+              options={[
+                {
+                  value: "rest",
+                  text: "REST (Unity Catalog, Polaris, Nessie)",
+                },
+                { value: "hive", text: "Hive Metastore" },
+                { value: "glue", text: "AWS Glue" },
+                { value: "sql", text: "SQL (JDBC)" },
+                { value: "dynamodb", text: "DynamoDB" },
+              ]}
+              value={formData.icebergCatalogType}
+              onChange={(e) =>
+                updateField("icebergCatalogType", e.target.value)
+              }
+            />
+          </EuiFormRow>
+          <EuiFormRow
+            label="Endpoint"
+            helpText="Catalog endpoint URL (required for REST catalogs)."
+          >
+            <EuiFieldText
+              value={formData.icebergEndpoint}
+              onChange={(e) => updateField("icebergEndpoint", e.target.value)}
+              placeholder="http://localhost:8080/api/2.1/unity-catalog/iceberg"
+            />
+          </EuiFormRow>
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Warehouse"
+                isInvalid={!!errors.icebergWarehouse}
+                error={errors.icebergWarehouse}
+              >
+                <EuiFieldText
+                  value={formData.icebergWarehouse}
+                  onChange={(e) =>
+                    updateField("icebergWarehouse", e.target.value)
+                  }
+                  isInvalid={!!errors.icebergWarehouse}
+                  placeholder="unity"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Namespace"
+                isInvalid={!!errors.icebergNamespace}
+                error={errors.icebergNamespace}
+              >
+                <EuiFieldText
+                  value={formData.icebergNamespace}
+                  onChange={(e) =>
+                    updateField("icebergNamespace", e.target.value)
+                  }
+                  isInvalid={!!errors.icebergNamespace}
+                  placeholder="default"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
+          <EuiFormRow
+            label="Table"
+            isInvalid={!!errors.icebergTable}
+            error={errors.icebergTable}
           >
             <EuiFieldText
-              value={formData.kinesisRegion}
-              onChange={(e) => updateField("kinesisRegion", e.target.value)}
-              isInvalid={!!errors.kinesisRegion}
-              placeholder="us-east-1"
+              value={formData.icebergTable}
+              onChange={(e) => updateField("icebergTable", e.target.value)}
+              isInvalid={!!errors.icebergTable}
+              placeholder="driver_stats"
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Token Env Variable (optional)"
+            helpText="Name of environment variable holding the auth token."
+          >
+            <EuiFieldText
+              value={formData.icebergTokenEnvVar}
+              onChange={(e) =>
+                updateField("icebergTokenEnvVar", e.target.value)
+              }
+              placeholder="DATABRICKS_TOKEN"
+            />
+          </EuiFormRow>
+          <EuiFormRow
+            label="Catalog Properties (JSON, optional)"
+            helpText="Additional catalog-specific configuration passed to PyIceberg."
+          >
+            <EuiTextArea
+              value={formData.icebergCatalogProperties}
+              onChange={(e) =>
+                updateField("icebergCatalogProperties", e.target.value)
+              }
+              placeholder='{"s3.region": "us-east-1"}'
+              rows={3}
+            />
+          </EuiFormRow>
+        </>
+      );
+    }
+
+    if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
+      return (
+        <>
+          <EuiFlexGroup gutterSize="m">
+            <EuiFlexItem>
+              <EuiFormRow
+                label="AWS Region"
+                isInvalid={!!errors.kinesisRegion}
+                error={errors.kinesisRegion}
+              >
+                <EuiFieldText
+                  value={formData.kinesisRegion}
+                  onChange={(e) => updateField("kinesisRegion", e.target.value)}
+                  isInvalid={!!errors.kinesisRegion}
+                  placeholder="us-east-1"
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+            <EuiFlexItem>
+              <EuiFormRow
+                label="Record Format"
+                helpText="Serialization format of stream records."
+              >
+                <EuiSelect
+                  options={[
+                    { value: "json", text: "JSON" },
+                    { value: "avro", text: "Avro" },
+                    { value: "proto", text: "Protobuf" },
+                  ]}
+                  value={formData.kinesisRecordFormat}
+                  onChange={(e) =>
+                    updateField("kinesisRecordFormat", e.target.value)
+                  }
+                />
+              </EuiFormRow>
+            </EuiFlexItem>
+          </EuiFlexGroup>
           <EuiFormRow
             label="Stream Name"
             isInvalid={!!errors.kinesisStreamName}
@@ -943,6 +1439,18 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               placeholder="mssql+pyodbc://user:pass@host/db" // pragma: allowlist secret
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Date Partition Column (optional)"
+            helpText="Column used for date-based partitioning."
+          >
+            <EuiFieldText
+              value={formData.mssqlDatePartitionColumn}
+              onChange={(e) =>
+                updateField("mssqlDatePartitionColumn", e.target.value)
+              }
+              placeholder="date_partition"
+            />
+          </EuiFormRow>
         </>
       );
     }
@@ -974,6 +1482,18 @@ const DataSourceFormModal: React.FC<DataSourceFormModalProps> = ({
               placeholder="oracle+cx_oracle://user:pass@host:1521/service" // pragma: allowlist secret
             />
           </EuiFormRow>
+          <EuiFormRow
+            label="Date Partition Column (optional)"
+            helpText="Column used for date-based partitioning."
+          >
+            <EuiFieldText
+              value={formData.oracleDatePartitionColumn}
+              onChange={(e) =>
+                updateField("oracleDatePartitionColumn", e.target.value)
+              }
+              placeholder="date_partition"
+            />
+          </EuiFormRow>
         </>
       );
     }
diff --git a/ui/src/components/FeatureServiceFormModal.tsx b/ui/src/components/FeatureServiceFormModal.tsx
new file mode 100644
index 00000000000..1f210bdb402
--- /dev/null
+++ b/ui/src/components/FeatureServiceFormModal.tsx
@@ -0,0 +1,380 @@
+import React, { useState, useEffect, useMemo } from "react";
+import {
+  EuiSpacer,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiText,
+  EuiHorizontalRule,
+  EuiCallOut,
+  EuiButtonEmpty,
+  EuiButtonIcon,
+  EuiFormRow,
+  EuiComboBox,
+  EuiComboBoxOptionOption,
+} from "@elastic/eui";
+import { useParams } from "react-router-dom";
+import FormModal from "./forms/FormModal";
+import TagsEditor, { TagEntry } from "./forms/TagsEditor";
+import NameDescriptionOwnerFields from "./forms/NameDescriptionOwnerFields";
+import useResourceQuery, {
+  featureViewListPath,
+  restFeatureViewsToMergedList,
+} from "../queries/useResourceQuery";
+
+interface FeatureViewProjectionEntry {
+  featureViewName: string;
+  featureNames: string[];
+}
+
+interface FeatureServiceFormData {
+  name: string;
+  description: string;
+  owner: string;
+  projections: FeatureViewProjectionEntry[];
+  tags: TagEntry[];
+}
+
+interface FeatureServiceFormModalProps {
+  onClose: () => void;
+  onSubmit: (data: FeatureServiceFormData) => void;
+  initialData?: FeatureServiceFormData;
+  isEdit?: boolean;
+  isSubmitting?: boolean;
+  submitError?: string | null;
+}
+
+const EMPTY_PROJECTION: FeatureViewProjectionEntry = {
+  featureViewName: "",
+  featureNames: [],
+};
+
+const EMPTY_FORM: FeatureServiceFormData = {
+  name: "",
+  description: "",
+  owner: "",
+  projections: [{ ...EMPTY_PROJECTION }],
+  tags: [],
+};
+
+const FeatureServiceFormModal: React.FC<FeatureServiceFormModalProps> = ({
+  onClose,
+  onSubmit,
+  initialData,
+  isEdit = false,
+  isSubmitting = false,
+  submitError,
+}) => {
+  const [formData, setFormData] = useState<FeatureServiceFormData>(
+    initialData || EMPTY_FORM,
+  );
+  const [errors, setErrors] = useState<Record<string, string>>({});
+  const [submitted, setSubmitted] = useState(false);
+
+  const { projectName } = useParams();
+
+  const featureViewsQuery = useResourceQuery<any[]>({
+    resourceType: "feature-views-list-fs-form",
+    project: projectName,
+    restPath: featureViewListPath(projectName),
+    restSelect: restFeatureViewsToMergedList,
+  });
+
+  const featureViews = useMemo(
+    () => featureViewsQuery.data || [],
+    [featureViewsQuery.data],
+  );
+
+  const featureViewOptions: EuiComboBoxOptionOption<string>[] = useMemo(
+    () =>
+      featureViews.map((fv) => ({
+        label: fv.name,
+        value: fv.name,
+      })),
+    [featureViews],
+  );
+
+  const featureNamesByView = useMemo(() => {
+    const map: Record<string, string[]> = {};
+    featureViews.forEach((fv) => {
+      const features = fv.object?.spec?.features || [];
+      map[fv.name] = features
+        .map((feature: any) => feature?.name || "")
+        .filter(Boolean);
+    });
+    return map;
+  }, [featureViews]);
+
+  useEffect(() => {
+    if (initialData) {
+      setFormData(initialData);
+    }
+  }, [initialData]);
+
+  const validate = (): boolean => {
+    const newErrors: Record<string, string> = {};
+
+    if (!formData.name.trim()) {
+      newErrors.name = "Feature service name is required.";
+    } else if (!/^[a-zA-Z_][a-zA-Z0-9_]*$/.test(formData.name)) {
+      newErrors.name =
+        "Must start with a letter or underscore, and contain only letters, numbers, and underscores.";
+    }
+
+    const validProjections = formData.projections.filter((projection) =>
+      projection.featureViewName.trim(),
+    );
+    if (validProjections.length === 0) {
+      newErrors.projections = "Select at least one feature view.";
+    }
+
+    const viewNames = validProjections.map(
+      (projection) => projection.featureViewName,
+    );
+    if (new Set(viewNames).size !== viewNames.length) {
+      newErrors.projections = "Each feature view can only be selected once.";
+    }
+
+    const tagKeys = formData.tags
+      .map((tag) => tag.key)
+      .filter((key) => key.trim());
+    if (new Set(tagKeys).size !== tagKeys.length) {
+      newErrors.tags = "Tag keys must be unique.";
+    }
+
+    setErrors(newErrors);
+    return Object.keys(newErrors).length === 0;
+  };
+
+  const handleSubmit = () => {
+    setSubmitted(true);
+    if (validate()) {
+      onSubmit({
+        ...formData,
+        projections: formData.projections.filter((projection) =>
+          projection.featureViewName.trim(),
+        ),
+        tags: formData.tags.filter((tag) => tag.key.trim()),
+      });
+    }
+  };
+
+  const updateField = <K extends keyof FeatureServiceFormData>(
+    field: K,
+    value: FeatureServiceFormData[K],
+  ) => {
+    setFormData((prev) => ({ ...prev, [field]: value }));
+    if (submitted) {
+      setErrors((prev) => {
+        const next = { ...prev };
+        delete next[field];
+        return next;
+      });
+    }
+  };
+
+  const addProjection = () => {
+    updateField("projections", [
+      ...formData.projections,
+      { ...EMPTY_PROJECTION },
+    ]);
+  };
+
+  const removeProjection = (index: number) => {
+    if (formData.projections.length <= 1) {
+      return;
+    }
+    updateField(
+      "projections",
+      formData.projections.filter(
+        (_, projectionIndex) => projectionIndex !== index,
+      ),
+    );
+  };
+
+  const updateProjection = (
+    index: number,
+    field: keyof FeatureViewProjectionEntry,
+    value: string | string[],
+  ) => {
+    const updated = [...formData.projections];
+    updated[index] = {
+      ...updated[index],
+      [field]: value,
+      ...(field === "featureViewName" ? { featureNames: [] } : {}),
+    };
+    updateField("projections", updated);
+  };
+
+  return (
+    <FormModal
+      title={isEdit ? "Edit Feature Service" : "Create Feature Service"}
+      submitLabel={isEdit ? "Update Feature Service" : "Create Feature Service"}
+      onClose={onClose}
+      onSubmit={handleSubmit}
+      isSubmitting={isSubmitting}
+    >
+      {submitError && (
+        <>
+          <EuiCallOut
+            title={
+              isEdit
+                ? "Unable to update feature service"
+                : "Unable to create feature service"
+            }
+            color="danger"
+            iconType="alert"
+            size="s"
+          >
+            <p>{submitError}</p>
+          </EuiCallOut>
+          <EuiSpacer size="m" />
+        </>
+      )}
+
+      <NameDescriptionOwnerFields
+        name={formData.name}
+        description={formData.description}
+        owner={formData.owner}
+        onChangeName={(value) => updateField("name", value)}
+        onChangeDescription={(value) => updateField("description", value)}
+        onChangeOwner={(value) => updateField("owner", value)}
+        nameDisabled={isEdit}
+        nameError={errors.name}
+        nameHelpText="A unique identifier for this feature service."
+        namePlaceholder="e.g. customer_activity_v1"
+        descriptionPlaceholder="Describe what this feature service is used for..."
+      />
+
+      <EuiSpacer size="m" />
+      <EuiHorizontalRule margin="s" />
+
+      <EuiFlexGroup alignItems="center" justifyContent="spaceBetween">
+        <EuiFlexItem grow={false}>
+          <EuiText size="s">
+            <h4>Feature views</h4>
+          </EuiText>
+        </EuiFlexItem>
+        <EuiFlexItem grow={false}>
+          <EuiButtonEmpty
+            size="s"
+            iconType="plus"
+            onClick={addProjection}
+            flush="right"
+          >
+            Add feature view
+          </EuiButtonEmpty>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+
+      <EuiText size="xs" color="subdued">
+        Select one or more feature views to include in this service. Leave
+        feature selection empty to include all features from a view.
+      </EuiText>
+
+      {errors.projections && (
+        <>
+          <EuiSpacer size="s" />
+          <EuiCallOut title={errors.projections} color="danger" size="s" />
+        </>
+      )}
+
+      {formData.projections.map((projection, index) => {
+        const availableFeatures =
+          featureNamesByView[projection.featureViewName] || [];
+        const selectedFeatureOptions = projection.featureNames.map(
+          (featureName) => ({
+            label: featureName,
+            value: featureName,
+          }),
+        );
+        const featureOptions = availableFeatures.map((featureName) => ({
+          label: featureName,
+          value: featureName,
+        }));
+
+        return (
+          <React.Fragment key={`projection-${index}`}>
+            <EuiSpacer size="m" />
+            <EuiFlexGroup alignItems="flexStart" gutterSize="s">
+              <EuiFlexItem>
+                <EuiFormRow label="Feature view">
+                  <EuiComboBox
+                    singleSelection={{ asPlainText: true }}
+                    options={featureViewOptions}
+                    selectedOptions={
+                      projection.featureViewName
+                        ? [
+                            {
+                              label: projection.featureViewName,
+                              value: projection.featureViewName,
+                            },
+                          ]
+                        : []
+                    }
+                    onChange={(selected) =>
+                      updateProjection(
+                        index,
+                        "featureViewName",
+                        selected.length > 0 ? selected[0].value || "" : "",
+                      )
+                    }
+                    placeholder="Select a feature view"
+                    isLoading={featureViewsQuery.isLoading}
+                    compressed
+                  />
+                </EuiFormRow>
+              </EuiFlexItem>
+              <EuiFlexItem>
+                <EuiFormRow
+                  label="Features (optional)"
+                  helpText="Leave empty to include all features from the view."
+                >
+                  <EuiComboBox
+                    options={featureOptions}
+                    selectedOptions={selectedFeatureOptions}
+                    onChange={(selected) =>
+                      updateProjection(
+                        index,
+                        "featureNames",
+                        selected.map((option) => option.value || option.label),
+                      )
+                    }
+                    placeholder={
+                      projection.featureViewName
+                        ? "All features"
+                        : "Select a feature view first"
+                    }
+                    isDisabled={!projection.featureViewName}
+                    compressed
+                  />
+                </EuiFormRow>
+              </EuiFlexItem>
+              <EuiFlexItem grow={false}>
+                <EuiFormRow hasEmptyLabelSpace>
+                  <EuiButtonIcon
+                    iconType="trash"
+                    color="danger"
+                    aria-label="Remove feature view"
+                    onClick={() => removeProjection(index)}
+                    disabled={formData.projections.length <= 1}
+                  />
+                </EuiFormRow>
+              </EuiFlexItem>
+            </EuiFlexGroup>
+          </React.Fragment>
+        );
+      })}
+
+      <EuiSpacer size="m" />
+
+      <TagsEditor
+        tags={formData.tags}
+        onChange={(tags) => updateField("tags", tags)}
+        error={errors.tags}
+      />
+    </FormModal>
+  );
+};
+
+export default FeatureServiceFormModal;
+export type { FeatureServiceFormData, FeatureViewProjectionEntry };
diff --git a/ui/src/components/FeatureViewFormModal.tsx b/ui/src/components/FeatureViewFormModal.tsx
index 9e0655d96cf..b39f09e192e 100644
--- a/ui/src/components/FeatureViewFormModal.tsx
+++ b/ui/src/components/FeatureViewFormModal.tsx
@@ -245,12 +245,19 @@ const FeatureViewFormModal: React.FC<FeatureViewFormModalProps> = ({
 
     const st = dsData.sourceType;
     if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) {
-      payload.file_options = { uri: dsData.fileUri };
+      payload.file_options = {
+        uri: dsData.fileUri,
+        file_format: dsData.fileFormat || "parquet",
+        s3_endpoint_override: dsData.fileS3EndpointOverride || "",
+      };
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) {
       payload.bigquery_options = {
         table: dsData.bigqueryTable,
         query: dsData.bigqueryQuery,
       };
+      if (dsData.bigqueryDatePartitionColumn) {
+        payload.date_partition_column = dsData.bigqueryDatePartitionColumn;
+      }
     } else if (
       st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)
     ) {
@@ -258,22 +265,35 @@ const FeatureViewFormModal: React.FC<FeatureViewFormModalProps> = ({
         table: dsData.snowflakeTable,
         database: dsData.snowflakeDatabase,
         schema_: dsData.snowflakeSchema,
+        query: dsData.snowflakeQuery || "",
+        warehouse: dsData.snowflakeWarehouse || "",
       };
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) {
       payload.redshift_options = {
         table: dsData.redshiftTable,
         database: dsData.redshiftDatabase,
         schema_: dsData.redshiftSchema,
+        query: dsData.redshiftQuery || "",
       };
     } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) {
       payload.kafka_options = {
         kafka_bootstrap_servers: dsData.kafkaBootstrapServers,
         topic: dsData.kafkaTopic,
+        message_format: dsData.kafkaMessageFormat || "json",
+        watermark_delay_threshold: dsData.kafkaWatermarkDelay || "",
       };
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) {
       payload.spark_options = {
         table: dsData.sparkTable,
         path: dsData.sparkPath,
+        query: dsData.sparkQuery || "",
+        file_format: dsData.sparkFileFormat || "",
+        table_format: dsData.sparkTableFormat || "",
+        table_format_catalog: dsData.sparkTableFormatCatalog || "",
+        table_format_namespace: dsData.sparkTableFormatNamespace || "",
+        table_format_properties: dsData.sparkTableFormatProperties || "",
+        date_partition_column: dsData.sparkDatePartitionColumn || "",
+        date_partition_column_format: dsData.sparkDatePartitionFormat || "",
       };
     } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) {
       payload.trino_options = {
@@ -287,10 +307,32 @@ const FeatureViewFormModal: React.FC<FeatureViewFormModalProps> = ({
         database: dsData.athenaDatabase,
         data_source: dsData.athenaDataSource,
       };
+      if (dsData.athenaDatePartitionColumn) {
+        payload.date_partition_column = dsData.athenaDatePartitionColumn;
+      }
+    } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) {
+      const catalogProps = dsData.icebergCatalogProperties?.trim()
+        ? JSON.parse(dsData.icebergCatalogProperties)
+        : {};
+      payload.custom_options = {
+        configuration: JSON.stringify({
+          catalog_type: dsData.icebergCatalogType || "rest",
+          endpoint: dsData.icebergEndpoint,
+          warehouse: dsData.icebergWarehouse,
+          namespace: dsData.icebergNamespace,
+          table: dsData.icebergTable,
+          token_env_var: dsData.icebergTokenEnvVar || null,
+          credential_vending: dsData.icebergCredentialVending !== "false",
+          catalog_properties: catalogProps,
+        }),
+      };
+      payload.data_source_class_type =
+        "feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source.IcebergSource";
     } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
       payload.kinesis_options = {
         region: dsData.kinesisRegion,
         stream_name: dsData.kinesisStreamName,
+        record_format: dsData.kinesisRecordFormat || "json",
       };
     } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) {
       payload.custom_options = {
diff --git a/ui/src/components/LineageEventsList.tsx b/ui/src/components/LineageEventsList.tsx
index 1c029b9894d..d997e15a667 100644
--- a/ui/src/components/LineageEventsList.tsx
+++ b/ui/src/components/LineageEventsList.tsx
@@ -8,6 +8,8 @@ import {
   EuiEmptyPrompt,
   EuiBadge,
   EuiFieldSearch,
+  EuiSelect,
+  EuiFormRow,
   EuiFlexGroup,
   EuiFlexItem,
   EuiFlyout,
@@ -17,7 +19,10 @@ import {
   EuiButtonEmpty,
 } from "@elastic/eui";
 import type { OpenLineageEvent } from "../queries/useLoadOpenLineageGraph";
-import { useLoadOpenLineageEvents } from "../queries/useLoadOpenLineageGraph";
+import {
+  useLoadOpenLineageEvents,
+  useLoadNamespaces,
+} from "../queries/useLoadOpenLineageGraph";
 
 const eventTypeColor = (eventType: string) => {
   switch (eventType) {
@@ -29,6 +34,10 @@ const eventTypeColor = (eventType: string) => {
       return "danger";
     case "ABORT":
       return "warning";
+    case "DATASET":
+      return "accent";
+    case "JOB":
+      return "hollow";
     default:
       return "default";
   }
@@ -47,6 +56,9 @@ const LineageEventsList: React.FC = () => {
     null,
   );
 
+  const { data: nsData } = useLoadNamespaces();
+  const namespaces = nsData?.namespaces || [];
+
   const { data, isLoading, isError } = useLoadOpenLineageEvents(
     namespace || undefined,
     jobFilter || undefined,
@@ -75,7 +87,7 @@ const LineageEventsList: React.FC = () => {
     },
     {
       field: "job_name",
-      name: "Job",
+      name: "Job / Dataset",
       width: "250px",
     },
     {
@@ -142,12 +154,17 @@ const LineageEventsList: React.FC = () => {
 
       <EuiFlexGroup gutterSize="m">
         <EuiFlexItem grow={false} style={{ width: 250 }}>
-          <EuiFieldSearch
-            placeholder="Filter by namespace..."
-            value={namespace}
-            onChange={(e) => setNamespace(e.target.value)}
-            aria-label="Filter by namespace"
-          />
+          <EuiFormRow label="Namespace">
+            <EuiSelect
+              options={[
+                { value: "", text: "All namespaces" },
+                ...namespaces.map((ns) => ({ value: ns, text: ns })),
+              ]}
+              value={namespace}
+              onChange={(e) => setNamespace(e.target.value)}
+              aria-label="Filter by namespace"
+            />
+          </EuiFormRow>
         </EuiFlexItem>
         <EuiFlexItem grow={false} style={{ width: 250 }}>
           <EuiFieldSearch
diff --git a/ui/src/components/LineageJobsList.tsx b/ui/src/components/LineageJobsList.tsx
new file mode 100644
index 00000000000..e420e11c08b
--- /dev/null
+++ b/ui/src/components/LineageJobsList.tsx
@@ -0,0 +1,363 @@
+import React, { useMemo, useState } from "react";
+import {
+  EuiPanel,
+  EuiTitle,
+  EuiSpacer,
+  EuiBasicTable,
+  EuiLoadingSpinner,
+  EuiEmptyPrompt,
+  EuiBadge,
+  EuiFieldSearch,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiFlyout,
+  EuiFlyoutHeader,
+  EuiFlyoutBody,
+  EuiDescriptionList,
+  EuiHorizontalRule,
+} from "@elastic/eui";
+import type { OpenLineageJob } from "../queries/useLoadOpenLineageGraph";
+import { useLoadOpenLineageJobs } from "../queries/useLoadOpenLineageGraph";
+import { useRunDetail, useRunHistory } from "../queries/useLoadRunHistory";
+import type { RunSummary } from "../queries/useLoadRunHistory";
+
+const formatTimestamp = (ts: number | null | undefined) => {
+  if (!ts) return "—";
+  return new Date(ts).toLocaleString();
+};
+
+const formatDuration = (start: number | null, end: number | null): string => {
+  if (!start || !end) return "—";
+  const ms = end - start;
+  if (ms < 1000) return `${ms}ms`;
+  const s = Math.floor(ms / 1000);
+  if (s < 60) return `${s}s`;
+  const m = Math.floor(s / 60);
+  return `${m}m ${s % 60}s`;
+};
+
+const stateColor = (state: string) => {
+  switch ((state || "").toUpperCase()) {
+    case "COMPLETE":
+      return "success";
+    case "FAIL":
+      return "danger";
+    case "RUNNING":
+    case "START":
+      return "primary";
+    case "ABORT":
+      return "warning";
+    default:
+      return "default";
+  }
+};
+
+const JobRunHistory: React.FC<{ job: OpenLineageJob }> = ({ job }) => {
+  const { data, isLoading } = useRunHistory(job.job_namespace, job.job_name);
+  const [selectedRunId, setSelectedRunId] = useState<string | undefined>();
+  const { data: runDetail, isLoading: detailLoading } =
+    useRunDetail(selectedRunId);
+
+  const runs = data?.runs || [];
+
+  if (isLoading) {
+    return <EuiLoadingSpinner size="m" />;
+  }
+
+  if (runs.length === 0) {
+    return <p>No runs recorded for this job yet.</p>;
+  }
+
+  return (
+    <>
+      <EuiTitle size="xs">
+        <h3>Run History ({runs.length})</h3>
+      </EuiTitle>
+      <EuiSpacer size="s" />
+      <EuiBasicTable
+        items={runs}
+        rowProps={(run: RunSummary) => ({
+          onClick: () => setSelectedRunId(run.run_id),
+          style: {
+            cursor: "pointer",
+            background:
+              selectedRunId === run.run_id
+                ? "rgba(0, 119, 204, 0.08)"
+                : undefined,
+          },
+        })}
+        columns={[
+          {
+            field: "run_id",
+            name: "Run",
+            truncateText: true,
+            render: (id: string) => (
+              <span style={{ fontFamily: "monospace", fontSize: 12 }}>
+                {id.slice(0, 8)}…
+              </span>
+            ),
+          },
+          {
+            field: "state",
+            name: "Status",
+            width: "120px",
+            render: (state: string) => (
+              <EuiBadge color={stateColor(state)}>{state}</EuiBadge>
+            ),
+          },
+          {
+            field: "started_at",
+            name: "Started",
+            render: (ts: number | null) => formatTimestamp(ts),
+          },
+          {
+            name: "Duration",
+            render: (run: RunSummary) =>
+              formatDuration(run.started_at, run.ended_at),
+          },
+        ]}
+      />
+      {selectedRunId && (
+        <>
+          <EuiSpacer />
+          <EuiTitle size="xs">
+            <h3>Run Detail</h3>
+          </EuiTitle>
+          <EuiSpacer size="s" />
+          {detailLoading && <EuiLoadingSpinner size="s" />}
+          {!detailLoading && runDetail && (
+            <>
+              <EuiDescriptionList
+                type="column"
+                listItems={[
+                  { title: "Run ID", description: runDetail.run_id },
+                  {
+                    title: "State",
+                    description: (
+                      <EuiBadge color={stateColor(runDetail.state)}>
+                        {runDetail.state}
+                      </EuiBadge>
+                    ),
+                  },
+                  {
+                    title: "Started",
+                    description: formatTimestamp(runDetail.started_at),
+                  },
+                  {
+                    title: "Ended",
+                    description: formatTimestamp(runDetail.ended_at),
+                  },
+                ]}
+              />
+              <EuiSpacer size="m" />
+              <div style={{ fontSize: 13 }}>
+                <strong>Inputs</strong>
+                {(runDetail.inputs || []).length === 0 ? (
+                  <p style={{ color: "#888" }}>None</p>
+                ) : (
+                  <ul>
+                    {runDetail.inputs.map((io) => (
+                      <li key={`in-${io.namespace}:${io.name}`}>
+                        <code>{io.name}</code>
+                      </li>
+                    ))}
+                  </ul>
+                )}
+                <strong>Outputs</strong>
+                {(runDetail.outputs || []).length === 0 ? (
+                  <p style={{ color: "#888" }}>None</p>
+                ) : (
+                  <ul>
+                    {runDetail.outputs.map((io) => (
+                      <li key={`out-${io.namespace}:${io.name}`}>
+                        <code>{io.name}</code>
+                      </li>
+                    ))}
+                  </ul>
+                )}
+              </div>
+            </>
+          )}
+        </>
+      )}
+    </>
+  );
+};
+
+const LineageJobsList: React.FC = () => {
+  const [search, setSearch] = useState("");
+  const [selectedJob, setSelectedJob] = useState<OpenLineageJob | null>(null);
+  const { data, isLoading, isError } = useLoadOpenLineageJobs();
+
+  const jobs = useMemo(() => {
+    const all = (data?.jobs || []).filter(
+      // Spark OL often emits a bootstrap START with job name "unknown"
+      // before spark.app.name is resolved — hide those stub jobs.
+      (j) => (j.job_name || "").toLowerCase() !== "unknown",
+    );
+    const q = search.trim().toLowerCase();
+    if (!q) return all;
+    return all.filter(
+      (j) =>
+        j.job_name.toLowerCase().includes(q) ||
+        j.job_namespace.toLowerCase().includes(q) ||
+        (j.producer || "").toLowerCase().includes(q) ||
+        (j.job_type || "").toLowerCase().includes(q),
+    );
+  }, [data, search]);
+
+  if (isLoading) {
+    return (
+      <EuiPanel>
+        <div style={{ display: "flex", justifyContent: "center", padding: 50 }}>
+          <EuiLoadingSpinner size="xl" />
+        </div>
+      </EuiPanel>
+    );
+  }
+
+  if (isError) {
+    return (
+      <EuiPanel>
+        <EuiEmptyPrompt
+          iconType="alert"
+          title={<h2>Failed to load jobs</h2>}
+          body={<p>Could not fetch OpenLineage jobs from the consumer.</p>}
+        />
+      </EuiPanel>
+    );
+  }
+
+  if (!data?.jobs?.length) {
+    return (
+      <EuiPanel>
+        <EuiEmptyPrompt
+          iconType="compute"
+          title={<h2>No Jobs Yet</h2>}
+          body={
+            <p>
+              Jobs appear here when OpenLineage producers (Feast materialize,
+              Spark, Airflow, etc.) emit events to this consumer.
+            </p>
+          }
+        />
+      </EuiPanel>
+    );
+  }
+
+  return (
+    <>
+      <EuiPanel>
+        <EuiFlexGroup justifyContent="spaceBetween" alignItems="center">
+          <EuiFlexItem grow={false}>
+            <EuiTitle size="s">
+              <h2>Jobs ({jobs.length})</h2>
+            </EuiTitle>
+            <p style={{ margin: "4px 0 0", fontSize: 13, color: "#69707D" }}>
+              Catalog of all OpenLineage jobs. Runtime transforms (materialize,
+              Spark) also appear on the Lineage graph; apply/definition jobs
+              (e.g. feature_service_*) are listed here only.
+            </p>
+          </EuiFlexItem>
+          <EuiFlexItem grow={false} style={{ minWidth: 280 }}>
+            <EuiFieldSearch
+              placeholder="Search jobs…"
+              value={search}
+              onChange={(e) => setSearch(e.target.value)}
+              isClearable
+              aria-label="Search jobs"
+            />
+          </EuiFlexItem>
+        </EuiFlexGroup>
+        <EuiSpacer size="m" />
+        <EuiBasicTable
+          items={jobs}
+          rowProps={(job: OpenLineageJob) => ({
+            onClick: () => setSelectedJob(job),
+            style: { cursor: "pointer" },
+          })}
+          columns={[
+            {
+              field: "job_name",
+              name: "Job",
+              truncateText: true,
+            },
+            {
+              field: "job_namespace",
+              name: "Namespace",
+              truncateText: true,
+              width: "220px",
+            },
+            {
+              field: "job_type",
+              name: "Type",
+              width: "120px",
+              render: (val?: string | null) => val || "—",
+            },
+            {
+              field: "producer",
+              name: "Producer",
+              width: "140px",
+              render: (val?: string | null) =>
+                val ? <EuiBadge>{val}</EuiBadge> : "—",
+            },
+            {
+              field: "updated_at",
+              name: "Last Seen",
+              width: "200px",
+              render: (ts: number) => formatTimestamp(ts),
+            },
+          ]}
+        />
+      </EuiPanel>
+
+      {selectedJob && (
+        <EuiFlyout
+          size="m"
+          onClose={() => setSelectedJob(null)}
+          aria-labelledby="job-flyout-title"
+        >
+          <EuiFlyoutHeader hasBorder>
+            <EuiTitle size="m">
+              <h2 id="job-flyout-title">{selectedJob.job_name}</h2>
+            </EuiTitle>
+          </EuiFlyoutHeader>
+          <EuiFlyoutBody>
+            <EuiDescriptionList
+              type="column"
+              listItems={[
+                { title: "Namespace", description: selectedJob.job_namespace },
+                {
+                  title: "Type",
+                  description: selectedJob.job_type || "—",
+                },
+                {
+                  title: "Producer",
+                  description: selectedJob.producer || "—",
+                },
+                {
+                  title: "Last Seen",
+                  description: formatTimestamp(selectedJob.updated_at),
+                },
+                {
+                  title: "Latest Run",
+                  description: selectedJob.latest_run_id || "—",
+                },
+              ]}
+            />
+            {selectedJob.description && (
+              <>
+                <EuiSpacer />
+                <p>{selectedJob.description}</p>
+              </>
+            )}
+            <EuiHorizontalRule />
+            <JobRunHistory job={selectedJob} />
+          </EuiFlyoutBody>
+        </EuiFlyout>
+      )}
+    </>
+  );
+};
+
+export default LineageJobsList;
diff --git a/ui/src/components/OpenLineageGraph.tsx b/ui/src/components/OpenLineageGraph.tsx
index a95c6c20b08..9c613ec4ab8 100644
--- a/ui/src/components/OpenLineageGraph.tsx
+++ b/ui/src/components/OpenLineageGraph.tsx
@@ -1,9 +1,16 @@
-import React, { useEffect, useMemo, useState } from "react";
+import React, {
+  useCallback,
+  useEffect,
+  useMemo,
+  useRef,
+  useState,
+} from "react";
 import {
   ReactFlow,
   Node,
   Edge,
   Controls,
+  ControlButton,
   Background,
   useNodesState,
   useEdgesState,
@@ -41,24 +48,25 @@ const nodeHeight = 65;
 
 // ── Producer-based colors (generated dynamically) ──
 
-const normalizeProducer = (producer?: string | null): string => {
+/**
+ * Label for producer badges / filters.
+ * User-configured names are shown as-is. Long OpenLineage producer URLs
+ * (e.g. …/integration/spark) are shortened to the last path segment so the
+ * UI stays readable.
+ */
+const displayProducer = (producer?: string | null): string => {
   if (!producer) return "unknown";
-  const p = producer.toLowerCase().trim();
-
-  // Extract the last meaningful path segment from URLs like
-  // "https://github.com/OpenLineage/OpenLineage/tree/1.0.0/integration/airflow"
+  const trimmed = producer.trim();
   try {
-    const url = new URL(p);
+    const url = new URL(trimmed);
     const segments = url.pathname.split("/").filter(Boolean);
     if (segments.length > 0) {
-      return segments[segments.length - 1].replace(/-/g, "_");
+      return segments[segments.length - 1];
     }
   } catch {
-    // not a URL
+    // not a URL — keep configured value unchanged
   }
-
-  // For plain names like "feast" or "my-custom-producer", just clean up
-  return p.replace(/-/g, "_").replace(/\s+/g, "_");
+  return trimmed;
 };
 
 const hashString = (str: string): number => {
@@ -82,7 +90,7 @@ const generateProducerColor = (
 const producerColorCache: Record<string, { main: string; light: string }> = {};
 
 const getProducerColors = (producer?: string | null) => {
-  const key = normalizeProducer(producer);
+  const key = displayProducer(producer);
   if (!producerColorCache[key]) {
     producerColorCache[key] = generateProducerColor(key);
   }
@@ -93,6 +101,179 @@ const getNodeIcon = (type: string) => {
   return type === "job" ? "\u2699" : "\u2B21";
 };
 
+const nodeKey = (type: string, ns: string, name: string) =>
+  `${type}:${ns}:${name}`;
+
+/**
+ * Runtime transform jobs appear as pills on the Lineage graph.
+ * Prefer server-provided job_type (from feast_jobKind facet). Fall back to
+ * known Feast emit conventions for events emitted before jobKind existed.
+ */
+const isRuntimeTransformJob = (
+  name: string,
+  producer?: string | null,
+  jobType?: string | null,
+): boolean => {
+  const kind = (jobType || "").toLowerCase();
+  if (kind === "transform") return true;
+  if (kind === "definition") return false;
+
+  const n = (name || "").toLowerCase();
+  if (
+    n.startsWith("feature_service_") ||
+    n.startsWith("feast_feature_views_") ||
+    n.startsWith("feast_feature_services_")
+  ) {
+    return false;
+  }
+  if (n.startsWith("materialize_")) return true;
+  if (n.startsWith("spark_compute_")) return true;
+  if (n.startsWith("stream_")) return true;
+  if (n.startsWith("on_demand_feature_view_")) return true;
+  const p = (producer || "").toLowerCase();
+  if (p.includes("/integration/spark")) return true;
+  return false;
+};
+
+/**
+ * Lineage graph: datasets + runtime transform jobs (materialize, Spark, …).
+ * Definition relationships (source→FV, FV→FeatureService) stay as derived
+ * dataset edges. Derived shortcuts are omitted only when a *transform* job
+ * already connects the same pair.
+ */
+const buildLineageGraphSlice = (
+  olData: OpenLineageGraphData,
+): { nodes: OpenLineageNode[]; edges: OpenLineageGraphData["edges"] } => {
+  const makeId = (type: string, ns: string, name: string) =>
+    nodeKey(type, ns, name);
+
+  const jobById = new Map(
+    olData.nodes
+      .filter((n) => n.type === "job")
+      .map((n) => [makeId(n.type, n.namespace, n.name), n]),
+  );
+
+  const ioEdges = olData.edges.filter(
+    (e) => e.edge_type === "input" || e.edge_type === "output",
+  );
+  const parentEdges = olData.edges.filter((e) => e.edge_type === "parent");
+  const symlinkEdges = olData.edges.filter((e) => e.edge_type === "symlink");
+  const derivedEdges = olData.edges.filter((e) => e.edge_type === "derived");
+
+  const isTransformJobId = (id: string) => {
+    const job = jobById.get(id);
+    if (!job) return false;
+    return isRuntimeTransformJob(job.name, job.producer, job.job_type);
+  };
+
+  const jobsOnPath = new Set<string>();
+  for (const e of ioEdges) {
+    if (e.source_type === "job") {
+      const id = makeId(e.source_type, e.source_namespace, e.source_name);
+      if (isTransformJobId(id)) jobsOnPath.add(id);
+    }
+    if (e.target_type === "job") {
+      const id = makeId(e.target_type, e.target_namespace, e.target_name);
+      if (isTransformJobId(id)) jobsOnPath.add(id);
+    }
+  }
+
+  // Pull in parent/child compute jobs (e.g. materialize → Spark)
+  let grew = true;
+  while (grew) {
+    grew = false;
+    for (const e of parentEdges) {
+      const src = makeId(e.source_type, e.source_namespace, e.source_name);
+      const tgt = makeId(e.target_type, e.target_namespace, e.target_name);
+      if (
+        jobsOnPath.has(src) &&
+        !jobsOnPath.has(tgt) &&
+        isTransformJobId(tgt)
+      ) {
+        jobsOnPath.add(tgt);
+        grew = true;
+      }
+      if (
+        jobsOnPath.has(tgt) &&
+        !jobsOnPath.has(src) &&
+        isTransformJobId(src)
+      ) {
+        jobsOnPath.add(src);
+        grew = true;
+      }
+    }
+  }
+
+  const nodes = olData.nodes.filter(
+    (n) =>
+      n.type === "dataset" ||
+      (n.type === "job" && jobsOnPath.has(makeId(n.type, n.namespace, n.name))),
+  );
+  const nodeIds = new Set(
+    nodes.map((n) => makeId(n.type, n.namespace, n.name)),
+  );
+
+  // Only transform-job I/O suppresses derived dataset shortcuts
+  const mediatedPairs = new Set<string>();
+  const jobInputs = new Map<string, Set<string>>();
+  const jobOutputs = new Map<string, Set<string>>();
+  for (const e of ioEdges) {
+    if (e.edge_type === "input" && e.target_type === "job") {
+      const jid = makeId(e.target_type, e.target_namespace, e.target_name);
+      if (!jobsOnPath.has(jid)) continue;
+      const did = makeId(e.source_type, e.source_namespace, e.source_name);
+      if (!jobInputs.has(jid)) jobInputs.set(jid, new Set());
+      jobInputs.get(jid)!.add(did);
+    }
+    if (e.edge_type === "output" && e.source_type === "job") {
+      const jid = makeId(e.source_type, e.source_namespace, e.source_name);
+      if (!jobsOnPath.has(jid)) continue;
+      const did = makeId(e.target_type, e.target_namespace, e.target_name);
+      if (!jobOutputs.has(jid)) jobOutputs.set(jid, new Set());
+      jobOutputs.get(jid)!.add(did);
+    }
+  }
+  for (const jid of Array.from(jobInputs.keys())) {
+    const inputs = jobInputs.get(jid)!;
+    const outputs = jobOutputs.get(jid);
+    if (!outputs) continue;
+    Array.from(inputs).forEach((inn) => {
+      Array.from(outputs).forEach((out) => {
+        mediatedPairs.add(`${inn}=>${out}`);
+      });
+    });
+  }
+
+  const keepEdge = (e: OpenLineageGraphData["edges"][number]) => {
+    const src = makeId(e.source_type, e.source_namespace, e.source_name);
+    const tgt = makeId(e.target_type, e.target_namespace, e.target_name);
+    if (!nodeIds.has(src) || !nodeIds.has(tgt)) return false;
+    if (e.edge_type === "derived") {
+      return !mediatedPairs.has(`${src}=>${tgt}`);
+    }
+    // Drop I/O edges for definition jobs (those jobs are not on the graph)
+    if (e.edge_type === "input" || e.edge_type === "output") {
+      if (e.source_type === "job" && !jobsOnPath.has(src)) return false;
+      if (e.target_type === "job" && !jobsOnPath.has(tgt)) return false;
+    }
+    return (
+      e.edge_type === "input" ||
+      e.edge_type === "output" ||
+      e.edge_type === "parent" ||
+      e.edge_type === "symlink"
+    );
+  };
+
+  const edges = [
+    ...ioEdges,
+    ...parentEdges,
+    ...symlinkEdges,
+    ...derivedEdges,
+  ].filter(keepEdge);
+
+  return { nodes, edges };
+};
+
 // ── Custom Node ──
 
 interface LineageNodeData {
@@ -108,7 +289,19 @@ const LineageCustomNode = ({ data }: { data: LineageNodeData }) => {
   const [isHovered, setIsHovered] = useState(false);
   const colors = getProducerColors(data.producer);
   const icon = getNodeIcon(data.type);
-  const producerLabel = normalizeProducer(data.producer);
+  const producerLabel = displayProducer(data.producer);
+  const isJob = data.type === "job";
+
+  const nodeRef = data.nodeRef;
+  const feastObjType = nodeRef?.feast_object_type;
+  const feastDsFacet = nodeRef?.facets?.feast_dataSource;
+  const subtitle = isJob
+    ? "click for runs"
+    : feastObjType === "dataSource" && feastDsFacet?.source_type
+      ? feastDsFacet.source_type
+      : feastObjType && feastObjType !== "unknown"
+        ? feastObjType
+        : undefined;
 
   const handleClick = () => {
     if (data.onNodeClick && data.nodeRef) {
@@ -120,10 +313,12 @@ const LineageCustomNode = ({ data }: { data: LineageNodeData }) => {
     <div
       style={{
         background: colors.light,
-        borderRadius: 8,
+        borderRadius: isJob ? 20 : 8,
         width: nodeWidth,
         height: nodeHeight,
-        border: `2px solid ${colors.main}`,
+        border: isJob
+          ? `2px dashed ${colors.main}`
+          : `2px solid ${colors.main}`,
         display: "flex",
         alignItems: "stretch",
         position: "relative",
@@ -149,7 +344,7 @@ const LineageCustomNode = ({ data }: { data: LineageNodeData }) => {
           zIndex: 5,
         }}
       >
-        {producerLabel}
+        {isJob ? "transform" : producerLabel}
       </div>
 
       {data.namespace && isHovered && (
@@ -190,6 +385,7 @@ const LineageCustomNode = ({ data }: { data: LineageNodeData }) => {
         style={{
           flex: 1,
           display: "flex",
+          flexDirection: "column",
           alignItems: "center",
           justifyContent: "center",
           padding: "0 10px",
@@ -198,7 +394,21 @@ const LineageCustomNode = ({ data }: { data: LineageNodeData }) => {
           color: "#333333",
         }}
       >
-        {data.label}
+        <div
+          style={{
+            overflow: "hidden",
+            textOverflow: "ellipsis",
+            whiteSpace: "nowrap",
+            maxWidth: "100%",
+          }}
+        >
+          {data.label}
+        </div>
+        {subtitle && (
+          <div style={{ fontSize: 10, color: "#666", fontWeight: 400 }}>
+            {subtitle}
+          </div>
+        )}
       </div>
       <Handle
         type="source"
@@ -214,6 +424,40 @@ const lineageNodeTypes = { lineageCustom: LineageCustomNode };
 
 // ── Dagre layout ──
 
+/**
+ * Derive a rank key from a ReactFlow node's data so that nodes of the
+ * same semantic type are placed on the same horizontal column (LR) or
+ * vertical row (TB).
+ *
+ * Priority: feast_object_type > OL type (job / dataset).
+ * The returned key is used to group nodes into dagre rank-groups.
+ */
+const rankKeyForNode = (node: Node): string => {
+  const ref = (node.data as LineageNodeData | undefined)?.nodeRef;
+  const feastType = ref?.feast_object_type;
+  if (feastType && feastType !== "unknown") return `feast:${feastType}`;
+  const olType = (node.data as LineageNodeData | undefined)?.type;
+  return olType === "job" ? "ol:job" : "ol:dataset";
+};
+
+/**
+ * Ordered rank tiers – earlier entries are placed further left (LR) or
+ * further up (TB).  Keys not listed here are appended automatically so
+ * external / unknown types still get a stable position.
+ */
+const RANK_ORDER: string[] = [
+  "feast:dataSource",
+  "feast:entity",
+  "ol:dataset",
+  "feast:featureView",
+  "feast:onDemandFeatureView",
+  "feast:streamFeatureView",
+  "ol:job",
+  "feast:featureService",
+  "feast:savedDataset",
+  "feast:onlineStore",
+];
+
 const layoutGraph = (nodes: Node[], edges: Edge[], direction = "LR") => {
   const dagreGraph = new dagre.graphlib.Graph();
   dagreGraph.setDefaultEdgeLabel(() => ({}));
@@ -225,7 +469,12 @@ const layoutGraph = (nodes: Node[], edges: Edge[], direction = "LR") => {
     marginy: 50,
   });
 
+  // Group nodes by rank key so we can assign same-rank constraints.
+  const rankGroups = new Map<string, string[]>();
   nodes.forEach((node) => {
+    const key = rankKeyForNode(node);
+    if (!rankGroups.has(key)) rankGroups.set(key, []);
+    rankGroups.get(key)!.push(node.id);
     dagreGraph.setNode(node.id, { width: nodeWidth, height: nodeHeight });
   });
 
@@ -235,8 +484,58 @@ const layoutGraph = (nodes: Node[], edges: Edge[], direction = "LR") => {
     }
   });
 
+  // Assign explicit rank to each group via invisible chain edges so dagre
+  // aligns every node of the same type on the same column.
+  // We pick one representative node per group and chain them in the
+  // canonical order, then mark all other nodes in a group as same-rank
+  // by adding zero-weight edges to the representative.
+  const orderedKeys = [...RANK_ORDER];
+  Array.from(rankGroups.keys()).forEach((key) => {
+    if (!orderedKeys.includes(key)) orderedKeys.push(key);
+  });
+  const activeKeys = orderedKeys.filter((k) => rankGroups.has(k));
+
+  // Chain representatives to enforce ordering between groups
+  for (let i = 0; i < activeKeys.length - 1; i++) {
+    const repA = rankGroups.get(activeKeys[i])![0];
+    const repB = rankGroups.get(activeKeys[i + 1])![0];
+    dagreGraph.setEdge(repA, repB, {
+      minlen: 1,
+      weight: 0,
+      style: "invis",
+      _rank_edge: true,
+    });
+  }
+
+  // Pull same-group nodes to the same rank as their representative
+  Array.from(rankGroups.values()).forEach((ids) => {
+    if (ids.length <= 1) return;
+    const rep = ids[0];
+    for (let i = 1; i < ids.length; i++) {
+      dagreGraph.setEdge(rep, ids[i], {
+        minlen: 0,
+        weight: 2,
+        style: "invis",
+        _rank_edge: true,
+      });
+      dagreGraph.setEdge(ids[i], rep, {
+        minlen: 0,
+        weight: 2,
+        style: "invis",
+        _rank_edge: true,
+      });
+    }
+  });
+
   dagre.layout(dagreGraph);
 
+  // Collect the invisible rank-edge ids so we can strip them from output
+  const rankEdgeSet = new Set<string>();
+  dagreGraph.edges().forEach((e) => {
+    const label = dagreGraph.edge(e);
+    if (label?._rank_edge) rankEdgeSet.add(`${e.v}->${e.w}`);
+  });
+
   return {
     nodes: nodes.map((node) => {
       const pos = dagreGraph.node(node.id);
@@ -512,6 +811,16 @@ const NodeDetailPanel: React.FC<{
   const fields = schema?.fields || [];
   const facets = node.facets || {};
 
+  const featureViews: string[] =
+    facets.feast_featureService?.feature_views || [];
+  const dqMetrics = facets.dataQualityMetrics;
+  const sqlFacet = facets.sql;
+  const dataSource = facets.dataSource;
+  const feastDataSource = facets.feast_dataSource;
+  const ownership = facets.ownership;
+  const onlineStore = facets.feast_onlineStore;
+  const savedDataset = facets.feast_savedDataset;
+
   const tags: string[] = [];
   if (facets.feast_featureView?.tags) {
     Object.entries(facets.feast_featureView.tags).forEach(([k, v]) =>
@@ -523,22 +832,28 @@ const NodeDetailPanel: React.FC<{
       tags.push(`${k}:${v}`),
     );
   }
+  if (feastDataSource?.tags) {
+    Object.entries(feastDataSource.tags).forEach(([k, v]) =>
+      tags.push(`${k}:${v}`),
+    );
+  }
+  if (savedDataset?.tags) {
+    Object.entries(savedDataset.tags).forEach(([k, v]) =>
+      tags.push(`${k}:${v}`),
+    );
+  }
 
-  const features: string[] = facets.feast_featureView?.features || [];
+  const features: string[] =
+    facets.feast_featureView?.features || savedDataset?.features || [];
   const entities: string[] = facets.feast_featureView?.entities || [];
   const fvDescription =
     node.description ||
     facets.documentation?.description ||
     facets.feast_featureView?.description ||
     facets.feast_featureService?.description ||
-    facets.feast_entity?.description;
-
-  const featureViews: string[] =
-    facets.feast_featureService?.feature_views || [];
-  const dqMetrics = facets.dataQualityMetrics;
-  const sqlFacet = facets.sql;
-  const dataSource = facets.dataSource;
-  const ownership = facets.ownership;
+    facets.feast_entity?.description ||
+    feastDataSource?.description ||
+    savedDataset?.description;
 
   const knownFacetKeys = new Set([
     "schema",
@@ -546,6 +861,9 @@ const NodeDetailPanel: React.FC<{
     "feast_featureView",
     "feast_featureService",
     "feast_entity",
+    "feast_dataSource",
+    "feast_savedDataset",
+    "feast_onlineStore",
     "dataQualityMetrics",
     "sql",
     "dataSource",
@@ -602,9 +920,7 @@ const NodeDetailPanel: React.FC<{
         </button>
       </div>
 
-      <EuiBadge color={colors.main}>
-        {normalizeProducer(node.producer)}
-      </EuiBadge>
+      <EuiBadge color={colors.main}>{displayProducer(node.producer)}</EuiBadge>
       {node.job_type && (
         <EuiBadge color="hollow" style={{ marginLeft: 4 }}>
           {node.job_type}
@@ -737,7 +1053,11 @@ const NodeDetailPanel: React.FC<{
           </div>
           {node.feast_object_name && (
             <div>
-              <span style={{ color: "#888" }}>Name:</span>{" "}
+              <span style={{ color: "#888" }}>
+                {node.feast_object_type === "onlineStore"
+                  ? "Feature View:"
+                  : "Name:"}
+              </span>{" "}
               {node.feast_object_name}
             </div>
           )}
@@ -750,23 +1070,177 @@ const NodeDetailPanel: React.FC<{
         </div>
       )}
 
-      {dataSource && (
+      {onlineStore && (
+        <div style={{ marginTop: 14 }}>
+          <div style={{ fontWeight: 600, marginBottom: 4 }}>Online Store</div>
+          {onlineStore.store_type && (
+            <div>
+              <span style={{ color: "#888" }}>Backend:</span>{" "}
+              {onlineStore.store_type}
+            </div>
+          )}
+          {onlineStore.feature_view && (
+            <div>
+              <span style={{ color: "#888" }}>Feature View:</span>{" "}
+              {onlineStore.feature_view}
+            </div>
+          )}
+        </div>
+      )}
+
+      {(dataSource || feastDataSource) && (
         <div style={{ marginTop: 14 }}>
           <div style={{ fontWeight: 600, marginBottom: 4 }}>Data Source</div>
-          {dataSource.name && (
+          {(feastDataSource?.name || dataSource?.name) && (
             <div>
-              <span style={{ color: "#888" }}>Name:</span> {dataSource.name}
+              <span style={{ color: "#888" }}>Name:</span>{" "}
+              {feastDataSource?.name || dataSource?.name}
             </div>
           )}
-          {dataSource.uri && (
-            <div
-              style={{
-                fontFamily: "monospace",
-                fontSize: 11,
-                wordBreak: "break-all",
-              }}
-            >
-              {dataSource.uri}
+          {feastDataSource?.source_type && (
+            <div>
+              <span style={{ color: "#888" }}>Type:</span>{" "}
+              {feastDataSource.source_type}
+            </div>
+          )}
+          {feastDataSource?.timestamp_field && (
+            <div>
+              <span style={{ color: "#888" }}>Timestamp Field:</span>{" "}
+              <code>{feastDataSource.timestamp_field}</code>
+            </div>
+          )}
+          {feastDataSource?.created_timestamp_field && (
+            <div>
+              <span style={{ color: "#888" }}>Created Timestamp:</span>{" "}
+              <code>{feastDataSource.created_timestamp_field}</code>
+            </div>
+          )}
+          {feastDataSource?.path && (
+            <div>
+              <span style={{ color: "#888" }}>Path:</span>{" "}
+              <span
+                style={{
+                  fontFamily: "monospace",
+                  fontSize: 11,
+                  wordBreak: "break-all",
+                }}
+              >
+                {feastDataSource.path}
+              </span>
+            </div>
+          )}
+          {feastDataSource?.table && (
+            <div>
+              <span style={{ color: "#888" }}>Table:</span>{" "}
+              <code>{feastDataSource.table}</code>
+            </div>
+          )}
+          {feastDataSource?.query && (
+            <div>
+              <span style={{ color: "#888" }}>Query:</span>{" "}
+              <pre
+                style={{
+                  background: isDarkMode ? "#25262b" : "#f5f5f5",
+                  padding: 6,
+                  borderRadius: 4,
+                  fontSize: 11,
+                  overflowX: "auto",
+                  maxHeight: 80,
+                  margin: "4px 0 0",
+                }}
+              >
+                {feastDataSource.query}
+              </pre>
+            </div>
+          )}
+          {dataSource?.uri && (
+            <div>
+              <span style={{ color: "#888" }}>URI:</span>{" "}
+              <span
+                style={{
+                  fontFamily: "monospace",
+                  fontSize: 11,
+                  wordBreak: "break-all",
+                }}
+              >
+                {dataSource.uri}
+              </span>
+            </div>
+          )}
+          {feastDataSource?.field_mapping &&
+            Object.keys(feastDataSource.field_mapping).length > 0 && (
+              <div style={{ marginTop: 6 }}>
+                <span style={{ color: "#888" }}>Field Mapping:</span>
+                <table
+                  style={{
+                    width: "100%",
+                    fontSize: 11,
+                    borderCollapse: "collapse",
+                    marginTop: 4,
+                  }}
+                >
+                  <thead>
+                    <tr
+                      style={{
+                        borderBottom: `1px solid ${isDarkMode ? "#343741" : "#ddd"}`,
+                      }}
+                    >
+                      <th style={{ textAlign: "left", padding: "2px 0" }}>
+                        Source
+                      </th>
+                      <th style={{ textAlign: "left", padding: "2px 0" }}>
+                        Feature
+                      </th>
+                    </tr>
+                  </thead>
+                  <tbody>
+                    {Object.entries(feastDataSource.field_mapping).map(
+                      ([src, dst]) => (
+                        <tr
+                          key={src}
+                          style={{
+                            borderBottom: `1px solid ${isDarkMode ? "#2a2b30" : "#eee"}`,
+                          }}
+                        >
+                          <td
+                            style={{
+                              padding: "2px 0",
+                              fontFamily: "monospace",
+                            }}
+                          >
+                            {src}
+                          </td>
+                          <td
+                            style={{
+                              padding: "2px 0",
+                              fontFamily: "monospace",
+                            }}
+                          >
+                            {String(dst)}
+                          </td>
+                        </tr>
+                      ),
+                    )}
+                  </tbody>
+                </table>
+              </div>
+            )}
+        </div>
+      )}
+
+      {savedDataset && (
+        <div style={{ marginTop: 14 }}>
+          <div style={{ fontWeight: 600, marginBottom: 4 }}>Saved Dataset</div>
+          {savedDataset.feature_service_name && (
+            <div>
+              <span style={{ color: "#888" }}>Feature Service:</span>{" "}
+              {savedDataset.feature_service_name}
+            </div>
+          )}
+          {savedDataset.join_keys?.length > 0 && (
+            <div>
+              <span style={{ color: "#888" }}>Join Keys:</span>{" "}
+              <code>{savedDataset.join_keys.join(", ")}</code>
             </div>
           )}
         </div>
@@ -843,11 +1317,27 @@ const NodeDetailPanel: React.FC<{
       )}
 
       {node.type === "job" && (
-        <RunHistorySection
-          jobNamespace={node.namespace}
-          jobName={node.name}
-          isDarkMode={isDarkMode}
-        />
+        <>
+          <div
+            style={{
+              marginTop: 14,
+              padding: "8px 10px",
+              background: isDarkMode ? "#2a2b30" : "#f4f6f8",
+              borderRadius: 6,
+              fontSize: 12,
+              color: isDarkMode ? "#bbb" : "#555",
+            }}
+          >
+            Materialization / compute run. Select a run below for inputs,
+            outputs, and status. (FeatureService membership is not a transform —
+            that stays as dataset links.)
+          </div>
+          <RunHistorySection
+            jobNamespace={node.namespace}
+            jobName={node.name}
+            isDarkMode={isDarkMode}
+          />
+        </>
       )}
     </div>
   );
@@ -860,6 +1350,12 @@ interface LineageGraphProps {
   olLoading: boolean;
   olError: boolean;
   feastOnlyCheckbox?: React.ReactNode;
+  /**
+   * lineage — datasets + runtime transforms (materialize, Spark); default
+   * objects — datasets only
+   * all — every consumer node/edge
+   */
+  viewMode?: "lineage" | "objects" | "all";
 }
 
 const LineageGraph: React.FC<LineageGraphProps> = ({
@@ -867,54 +1363,168 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
   olLoading,
   olError,
   feastOnlyCheckbox,
+  viewMode = "lineage",
 }) => {
   const [nodes, setNodes, onNodesChange] = useNodesState([]);
   const [edges, setEdges, onEdgesChange] = useEdgesState([]);
 
   const [filterType, setFilterType] = useState("");
+  const [filterFeastType, setFilterFeastType] = useState("");
   const [filterProducer, setFilterProducer] = useState("");
   const [filterObject, setFilterObject] = useState("");
   const [selectedNode, setSelectedNode] = useState<OpenLineageNode | null>(
     null,
   );
+  const [hoveredNodeId, setHoveredNodeId] = useState<string | null>(null);
+  const edgesRef = useRef<Edge[]>([]);
+  const graphContainerRef = useRef<HTMLDivElement>(null);
+  const [isFullscreen, setIsFullscreen] = useState(false);
+
+  useEffect(() => {
+    const onFsChange = () => setIsFullscreen(!!document.fullscreenElement);
+    document.addEventListener("fullscreenchange", onFsChange);
+    return () => document.removeEventListener("fullscreenchange", onFsChange);
+  }, []);
+
+  const toggleFullscreen = useCallback(() => {
+    if (!graphContainerRef.current) return;
+    if (document.fullscreenElement) {
+      document.exitFullscreen();
+    } else {
+      graphContainerRef.current.requestFullscreen();
+    }
+  }, []);
+
+  const connectedIds = useMemo(() => {
+    if (!hoveredNodeId) return null;
+    const ids = new Set<string>([hoveredNodeId]);
+    const allEdges = edgesRef.current;
+
+    // Walk upstream (target → source)
+    const upQueue = [hoveredNodeId];
+    while (upQueue.length > 0) {
+      const cur = upQueue.shift()!;
+      for (const e of allEdges) {
+        if (e.target === cur && !ids.has(e.source)) {
+          ids.add(e.source);
+          upQueue.push(e.source);
+        }
+      }
+    }
+
+    // Walk downstream (source → target)
+    const downQueue = [hoveredNodeId];
+    while (downQueue.length > 0) {
+      const cur = downQueue.shift()!;
+      for (const e of allEdges) {
+        if (e.source === cur && !ids.has(e.target)) {
+          ids.add(e.target);
+          downQueue.push(e.target);
+        }
+      }
+    }
+
+    return ids;
+  }, [hoveredNodeId]);
+
+  const onNodeMouseEnter = useCallback(
+    (_: React.MouseEvent, node: Node) => setHoveredNodeId(node.id),
+    [],
+  );
+  const onNodeMouseLeave = useCallback(() => setHoveredNodeId(null), []);
+
+  const objectsOnly = viewMode === "objects";
+  const showTypeFilter = viewMode !== "objects";
+
+  const { baseNodes, baseEdges } = useMemo(() => {
+    if (!olData) return { baseNodes: [] as OpenLineageNode[], baseEdges: [] };
+    if (viewMode === "all") {
+      return { baseNodes: olData.nodes, baseEdges: olData.edges };
+    }
+    if (viewMode === "objects") {
+      return {
+        baseNodes: olData.nodes.filter((n) => n.type === "dataset"),
+        baseEdges: olData.edges.filter(
+          (e) =>
+            e.source_type === "dataset" &&
+            e.target_type === "dataset" &&
+            e.edge_type !== "parent",
+        ),
+      };
+    }
+    const slice = buildLineageGraphSlice(olData);
+    return { baseNodes: slice.nodes, baseEdges: slice.edges };
+  }, [olData, viewMode]);
 
   const producers = useMemo(() => {
-    if (!olData) return [];
     const set = new Set<string>();
-    for (const n of olData.nodes) {
-      set.add(normalizeProducer(n.producer));
+    for (const n of baseNodes) {
+      set.add(displayProducer(n.producer));
+    }
+    return Array.from(set).sort();
+  }, [baseNodes]);
+
+  const feastObjectTypes = useMemo(() => {
+    const set = new Set<string>();
+    for (const n of baseNodes) {
+      if (n.feast_object_type && n.feast_object_type !== "unknown") {
+        set.add(n.feast_object_type);
+      }
     }
     return Array.from(set).sort();
-  }, [olData]);
+  }, [baseNodes]);
+
+  const feastTypeLabels: Record<string, string> = {
+    dataSource: "Data Source",
+    featureView: "Feature View",
+    featureService: "Feature Service",
+    entity: "Entity",
+    onDemandFeatureView: "On-Demand Feature View",
+    streamFeatureView: "Stream Feature View",
+    savedDataset: "Saved Dataset",
+    onlineStore: "Online Store",
+  };
 
   const objectOptions = useMemo(() => {
-    if (!olData) return [];
-    return olData.nodes
+    return baseNodes
       .filter((n) => {
         if (filterType && n.type !== filterType) return false;
-        if (filterProducer && normalizeProducer(n.producer) !== filterProducer)
+        if (filterFeastType && n.feast_object_type !== filterFeastType)
+          return false;
+        if (filterProducer && displayProducer(n.producer) !== filterProducer)
           return false;
         return true;
       })
       .map((n) => n.name)
       .filter((v, i, a) => a.indexOf(v) === i)
       .sort();
-  }, [olData, filterType, filterProducer]);
+  }, [baseNodes, filterType, filterFeastType, filterProducer]);
 
   useEffect(() => {
     setFilterObject("");
-  }, [filterType, filterProducer]);
+  }, [filterType, filterFeastType, filterProducer]);
+
+  useEffect(() => {
+    if (objectsOnly && filterType === "job") {
+      setFilterType("");
+    }
+  }, [objectsOnly, filterType]);
 
   useEffect(() => {
     if (!olData) return;
 
-    let filteredNodes = olData.nodes;
+    let filteredNodes = baseNodes;
     if (filterType) {
       filteredNodes = filteredNodes.filter((n) => n.type === filterType);
     }
+    if (filterFeastType) {
+      filteredNodes = filteredNodes.filter(
+        (n) => n.feast_object_type === filterFeastType,
+      );
+    }
     if (filterProducer) {
       filteredNodes = filteredNodes.filter(
-        (n) => normalizeProducer(n.producer) === filterProducer,
+        (n) => displayProducer(n.producer) === filterProducer,
       );
     }
 
@@ -928,18 +1538,53 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
           .map((n) => makeId(n.type, n.namespace, n.name)),
       );
 
-      const connectedIds = new Set<string>();
-      for (const e of olData.edges) {
-        const srcId = makeId(e.source_type, e.source_namespace, e.source_name);
-        const tgtId = makeId(e.target_type, e.target_namespace, e.target_name);
-        if (focusIds.has(srcId)) connectedIds.add(tgtId);
-        if (focusIds.has(tgtId)) connectedIds.add(srcId);
+      const visibleIds = new Set(focusIds);
+
+      // Walk upstream: follow edges where target matches current → add source
+      const upQueue = Array.from(focusIds);
+      while (upQueue.length > 0) {
+        const current = upQueue.shift()!;
+        for (const e of baseEdges) {
+          const srcId = makeId(
+            e.source_type,
+            e.source_namespace,
+            e.source_name,
+          );
+          const tgtId = makeId(
+            e.target_type,
+            e.target_namespace,
+            e.target_name,
+          );
+          if (tgtId === current && !visibleIds.has(srcId)) {
+            visibleIds.add(srcId);
+            upQueue.push(srcId);
+          }
+        }
       }
 
-      const visibleIds = new Set(
-        Array.from(focusIds).concat(Array.from(connectedIds)),
-      );
-      filteredNodes = olData.nodes.filter((n) =>
+      // Walk downstream: follow edges where source matches current → add target
+      const downQueue = Array.from(focusIds);
+      while (downQueue.length > 0) {
+        const current = downQueue.shift()!;
+        for (const e of baseEdges) {
+          const srcId = makeId(
+            e.source_type,
+            e.source_namespace,
+            e.source_name,
+          );
+          const tgtId = makeId(
+            e.target_type,
+            e.target_namespace,
+            e.target_name,
+          );
+          if (srcId === current && !visibleIds.has(tgtId)) {
+            visibleIds.add(tgtId);
+            downQueue.push(tgtId);
+          }
+        }
+      }
+
+      filteredNodes = baseNodes.filter((n) =>
         visibleIds.has(makeId(n.type, n.namespace, n.name)),
       );
     }
@@ -962,34 +1607,43 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
       position: { x: 0, y: 0 },
     }));
 
-    const flowEdges: Edge[] = olData.edges
+    const flowEdges: Edge[] = baseEdges
       .filter((e) => {
         const srcId = makeId(e.source_type, e.source_namespace, e.source_name);
         const tgtId = makeId(e.target_type, e.target_namespace, e.target_name);
         return filteredNodeIds.has(srcId) && filteredNodeIds.has(tgtId);
       })
       .map((e, i) => {
-        const isSymlink = e.edge_type === "symlink";
+        const edgeType = e.edge_type || "";
+        const isSymlink = edgeType === "symlink";
+        const isParent = edgeType === "parent";
+        const isDerived = edgeType === "derived";
         const color = isSymlink
           ? "#999999"
-          : e.edge_type === "derived"
-            ? "#3366cc"
-            : "#e67300";
+          : isParent
+            ? "#7a7a7a"
+            : isDerived
+              ? "#3366cc"
+              : "#e67300";
         return {
           id: `ol-edge-${i}`,
           source: makeId(e.source_type, e.source_namespace, e.source_name),
           sourceHandle: "source",
           target: makeId(e.target_type, e.target_namespace, e.target_name),
           targetHandle: "target",
-          animated: !isSymlink,
+          animated: !isSymlink && !isParent,
+          label: isParent ? "runs on" : undefined,
+          labelStyle: isParent ? { fontSize: 10, fill: "#666" } : undefined,
           style: {
-            strokeWidth: isSymlink ? 1 : 2,
+            strokeWidth: isSymlink || isParent ? 1.5 : 2,
             stroke: color,
             strokeDasharray: isSymlink
               ? "3 3"
-              : e.edge_type === "derived"
-                ? "5 3"
-                : "none",
+              : isParent
+                ? "2 4"
+                : isDerived
+                  ? "5 3"
+                  : "none",
           },
           type: "smoothstep",
           markerEnd: {
@@ -1002,9 +1656,46 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
       });
 
     const { nodes: ln, edges: le } = layoutGraph(flowNodes, flowEdges);
+    edgesRef.current = le;
     setNodes(ln);
     setEdges(le);
-  }, [olData, filterType, filterProducer, filterObject, setNodes, setEdges]);
+  }, [
+    olData,
+    baseNodes,
+    baseEdges,
+    filterType,
+    filterFeastType,
+    filterProducer,
+    filterObject,
+    setNodes,
+    setEdges,
+  ]);
+
+  // Apply hover-dim: fade unrelated nodes and edges
+  const styledNodes = useMemo(() => {
+    if (!connectedIds) return nodes;
+    return nodes.map((n) => ({
+      ...n,
+      style: {
+        ...n.style,
+        opacity: connectedIds.has(n.id) ? 1 : 0.15,
+        transition: "opacity 0.2s",
+      },
+    }));
+  }, [nodes, connectedIds]);
+
+  const styledEdges = useMemo(() => {
+    if (!connectedIds) return edges;
+    return edges.map((e) => ({
+      ...e,
+      style: {
+        ...e.style,
+        opacity:
+          connectedIds.has(e.source) && connectedIds.has(e.target) ? 1 : 0.08,
+        transition: "opacity 0.2s",
+      },
+    }));
+  }, [edges, connectedIds]);
 
   if (olLoading) {
     return (
@@ -1034,17 +1725,30 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
     );
   }
 
-  if (olData.nodes.length === 0) {
+  if (baseNodes.length === 0) {
     return (
       <EuiPanel>
+        {feastOnlyCheckbox && (
+          <div
+            style={{
+              display: "flex",
+              justifyContent: "flex-end",
+              marginBottom: 12,
+            }}
+          >
+            {feastOnlyCheckbox}
+          </div>
+        )}
         <EuiEmptyPrompt
           iconType="branch"
-          title={<h2>No Lineage Events</h2>}
+          title={
+            <h2>{objectsOnly ? "No Dataset Lineage" : "No Lineage Yet"}</h2>
+          }
           body={
             <p>
-              No OpenLineage events have been received yet. Configure your data
-              pipeline producers (Airflow, Spark, dbt, Feast) to send events to
-              this instance.
+              {objectsOnly
+                ? "No dataset lineage edges have been recorded yet. Materialize features or emit OpenLineage events that include datasets."
+                : "No OpenLineage events yet. Apply features and run materialization so datasets, jobs, and runs appear here. Toggle 'Feast Only Lineage' above to view registry-based lineage."}
             </p>
           }
         />
@@ -1052,42 +1756,86 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
     );
   }
 
+  const title =
+    viewMode === "objects"
+      ? "Dataset Lineage"
+      : viewMode === "lineage"
+        ? "Lineage"
+        : "OpenLineage Graph";
+
   return (
     <EuiPanel>
       <div
         style={{
           display: "flex",
           justifyContent: "space-between",
-          alignItems: "center",
+          alignItems: "flex-start",
+          gap: 16,
         }}
       >
-        <EuiTitle size="s">
-          <h2>OpenLineage Graph</h2>
-        </EuiTitle>
+        <div>
+          <EuiTitle size="s">
+            <h2>{title}</h2>
+          </EuiTitle>
+          {viewMode === "lineage" && (
+            <p
+              style={{
+                margin: "6px 0 0",
+                fontSize: 13,
+                color: "#69707D",
+                maxWidth: 640,
+              }}
+            >
+              Datasets link by definition (source → feature view → feature
+              service). Runtime transforms — materialize and compute engines
+              like Spark — appear as dashed pills; click them for run history.
+            </p>
+          )}
+        </div>
         {feastOnlyCheckbox && (
-          <div style={{ display: "flex", gap: "20px" }}>
+          <div style={{ display: "flex", gap: "20px", flexShrink: 0 }}>
             {feastOnlyCheckbox}
           </div>
         )}
       </div>
       <EuiSpacer size="m" />
-      <EuiFlexGroup style={{ marginBottom: 16 }}>
-        <EuiFlexItem grow={false} style={{ width: 200 }}>
-          <EuiFormRow label="Filter by type">
-            <EuiSelect
-              options={[
-                { value: "", text: "All" },
-                { value: "job", text: "Job" },
-                { value: "dataset", text: "Dataset" },
-              ]}
-              value={filterType}
-              onChange={(e) => setFilterType(e.target.value)}
-              aria-label="Filter by type"
-            />
-          </EuiFormRow>
-        </EuiFlexItem>
+      <EuiFlexGroup style={{ marginBottom: 16 }} wrap>
+        {showTypeFilter && (
+          <EuiFlexItem grow={false} style={{ width: 160 }}>
+            <EuiFormRow label="OL type">
+              <EuiSelect
+                options={[
+                  { value: "", text: "All" },
+                  { value: "job", text: "Job" },
+                  { value: "dataset", text: "Dataset" },
+                ]}
+                value={filterType}
+                onChange={(e) => setFilterType(e.target.value)}
+                aria-label="Filter by OL type"
+              />
+            </EuiFormRow>
+          </EuiFlexItem>
+        )}
+        {feastObjectTypes.length > 0 && (
+          <EuiFlexItem grow={false} style={{ width: 200 }}>
+            <EuiFormRow label="Feast type">
+              <EuiSelect
+                options={[
+                  { value: "", text: "All" },
+                  ...feastObjectTypes.map((t) => ({
+                    value: t,
+                    text: feastTypeLabels[t] || t,
+                  })),
+                ]}
+                value={filterFeastType}
+                onChange={(e) => setFilterFeastType(e.target.value)}
+                aria-label="Filter by Feast type"
+              />
+            </EuiFormRow>
+          </EuiFlexItem>
+        )}
         <EuiFlexItem grow={false} style={{ width: 200 }}>
-          <EuiFormRow label="Filter by producer">
+          <EuiFormRow label="Producer">
             <EuiSelect
               options={[
                 { value: "", text: "All" },
@@ -1102,8 +1850,8 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
             />
           </EuiFormRow>
         </EuiFlexItem>
-        <EuiFlexItem grow={false} style={{ width: 300 }}>
-          <EuiFormRow label="Select object">
+        <EuiFlexItem grow={false} style={{ width: 280 }}>
+          <EuiFormRow label="Focus on">
             <EuiSelect
               options={[
                 { value: "", text: "All" },
@@ -1111,16 +1859,24 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
               ]}
               value={filterObject}
               onChange={(e) => setFilterObject(e.target.value)}
-              aria-label="Select object"
+              aria-label="Focus on object"
             />
           </EuiFormRow>
         </EuiFlexItem>
       </EuiFlexGroup>
-      <div style={{ display: "flex", height: 600, border: "1px solid #ddd" }}>
+      <div
+        ref={graphContainerRef}
+        style={{
+          display: "flex",
+          height: isFullscreen ? "100vh" : 600,
+          border: "1px solid #ddd",
+          background: "#fff",
+        }}
+      >
         <div style={{ flex: 1, position: "relative" }}>
           <ReactFlow
-            nodes={nodes}
-            edges={edges}
+            nodes={styledNodes}
+            edges={styledEdges}
             onNodesChange={onNodesChange}
             onEdgesChange={onEdgesChange}
             nodeTypes={lineageNodeTypes}
@@ -1128,10 +1884,19 @@ const LineageGraph: React.FC<LineageGraphProps> = ({
             fitView
             minZoom={0.1}
             maxZoom={8}
+            onNodeMouseEnter={onNodeMouseEnter}
+            onNodeMouseLeave={onNodeMouseLeave}
             onPaneClick={() => setSelectedNode(null)}
           >
             <Background color="#f0f0f0" gap={16} />
-            <Controls />
+            <Controls>
+              <ControlButton
+                onClick={toggleFullscreen}
+                title={isFullscreen ? "Exit fullscreen" : "Fullscreen"}
+              >
+                {isFullscreen ? "⊡" : "⛶"}
+              </ControlButton>
+            </Controls>
             <ProducerLegend producers={producers} />
           </ReactFlow>
         </div>
diff --git a/ui/src/components/RegistryVisualization.tsx b/ui/src/components/RegistryVisualization.tsx
index b8730e59e0b..0142943e78d 100644
--- a/ui/src/components/RegistryVisualization.tsx
+++ b/ui/src/components/RegistryVisualization.tsx
@@ -1,10 +1,17 @@
-import React, { useEffect, useState } from "react";
+import React, {
+  useCallback,
+  useEffect,
+  useMemo,
+  useRef,
+  useState,
+} from "react";
 import { useNavigate, useParams } from "react-router-dom";
 import {
   ReactFlow,
   Node,
   Edge,
   Controls,
+  ControlButton,
   Background,
   useNodesState,
   useEdgesState,
@@ -82,6 +89,8 @@ const getNodeColor = (type: FEAST_FCO_TYPES) => {
       return "#cc0000"; // Red
     case FEAST_FCO_TYPES.labelView:
       return "#e6570e"; // Deep orange for label views
+    case FEAST_FCO_TYPES.savedDataset:
+      return "#8B5CF6"; // Purple for saved datasets
     case FEAST_FCO_TYPES.mlflowRun:
       return "#0194e2"; // MLflow brand blue
     case FEAST_FCO_TYPES.mlflowModel:
@@ -107,6 +116,8 @@ const getLightNodeColor = (type: FEAST_FCO_TYPES) => {
       return "#ffe6e6"; // Light red
     case FEAST_FCO_TYPES.labelView:
       return "#fde8dc"; // Light deep orange
+    case FEAST_FCO_TYPES.savedDataset:
+      return "#EDE9FE"; // Light purple
     case FEAST_FCO_TYPES.mlflowRun:
       return "#e6f6fd"; // Light MLflow blue
     case FEAST_FCO_TYPES.mlflowModel:
@@ -132,6 +143,8 @@ const getNodeIcon = (type: FEAST_FCO_TYPES) => {
       return "◆"; // Diamond for data source
     case FEAST_FCO_TYPES.labelView:
       return "◉"; // Bullseye for label view
+    case FEAST_FCO_TYPES.savedDataset:
+      return "⬟"; // Pentagon for saved dataset
     case FEAST_FCO_TYPES.mlflowRun:
       return "⬡"; // Hexagon for MLflow run
     case FEAST_FCO_TYPES.mlflowModel:
@@ -181,6 +194,9 @@ const CustomNode = ({ data }: { data: NodeData }) => {
       case FEAST_FCO_TYPES.labelView:
         path = `/p/${projectName}/label-view/${data.label}`;
         break;
+      case FEAST_FCO_TYPES.savedDataset:
+        path = `/p/${projectName}/data-set/${data.label}`;
+        break;
       default:
         return;
     }
@@ -444,6 +460,7 @@ const getLayoutedElements = (
     [FEAST_FCO_TYPES.featureView]: [],
     [FEAST_FCO_TYPES.featureService]: [],
     [FEAST_FCO_TYPES.labelView]: [],
+    [FEAST_FCO_TYPES.savedDataset]: [],
     [FEAST_FCO_TYPES.mlflowRun]: [],
     [FEAST_FCO_TYPES.mlflowModel]: [],
     [FEAST_FCO_TYPES.openlineageJob]: [],
@@ -505,6 +522,7 @@ const Legend = () => {
     { type: FEAST_FCO_TYPES.labelView, label: "Label View" },
     { type: FEAST_FCO_TYPES.entity, label: "Entity" },
     { type: FEAST_FCO_TYPES.dataSource, label: "Data Source" },
+    { type: FEAST_FCO_TYPES.savedDataset, label: "Saved Dataset" },
     { type: FEAST_FCO_TYPES.mlflowRun, label: "MLflow Run" },
     { type: FEAST_FCO_TYPES.mlflowModel, label: "Registered Model" },
   ];
@@ -670,7 +688,7 @@ const registryToFlow = (
   objects.onDemandFeatureViews?.forEach((odfv) => {
     const odfvName = odfv.spec?.name;
     nodes.push({
-      id: `odfv-${odfvName}`,
+      id: `fv-${odfvName}`,
       type: "custom",
       data: {
         label: odfvName,
@@ -693,7 +711,7 @@ const registryToFlow = (
   objects.streamFeatureViews?.forEach((sfv) => {
     const sfvName = sfv.spec?.name;
     nodes.push({
-      id: `sfv-${sfvName}`,
+      id: `fv-${sfvName}`,
       type: "custom",
       data: {
         label: sfvName,
@@ -752,6 +770,27 @@ const registryToFlow = (
     });
   });
 
+  (objects as any).savedDatasets?.forEach((sd: any) => {
+    const sdName = sd.spec?.name;
+    nodes.push({
+      id: `sd-${sdName}`,
+      type: "custom",
+      data: {
+        label: sdName,
+        type: FEAST_FCO_TYPES.savedDataset,
+        metadata: sd,
+        permissions: permissions
+          ? getEntityPermissions(
+              permissions,
+              FEAST_FCO_TYPES.savedDataset,
+              sdName,
+            )
+          : [],
+      },
+      position: { x: 0, y: 0 },
+    });
+  });
+
   const dataSources = new Set<string>();
 
   objects.featureViews?.forEach((fv) => {
@@ -769,6 +808,16 @@ const registryToFlow = (
     }
   });
 
+  objects.onDemandFeatureViews?.forEach((odfv: any) => {
+    if (odfv.spec?.sources) {
+      Object.values(odfv.spec.sources).forEach((input: any) => {
+        if (input.requestDataSource?.name) {
+          dataSources.add(input.requestDataSource.name);
+        }
+      });
+    }
+  });
+
   (objects as any).labelViews?.forEach((lv: any) => {
     if (lv.spec?.source?.name) {
       dataSources.add(lv.spec.source.name);
@@ -938,6 +987,8 @@ const getNodePrefix = (type: FEAST_FCO_TYPES) => {
       return "ds";
     case FEAST_FCO_TYPES.labelView:
       return "lv";
+    case FEAST_FCO_TYPES.savedDataset:
+      return "sd";
     case FEAST_FCO_TYPES.mlflowRun:
       return "mlflow";
     case FEAST_FCO_TYPES.mlflowModel:
@@ -980,6 +1031,64 @@ const RegistryVisualization: React.FC<RegistryVisualizationProps> = ({
   const [showIsolatedNodes, setShowIsolatedNodes] = useState(false);
   const direction = "LR";
 
+  const [hoveredNodeId, setHoveredNodeId] = useState<string | null>(null);
+  const edgesRef = useRef<Edge[]>([]);
+  const graphContainerRef = useRef<HTMLDivElement>(null);
+  const [isFullscreen, setIsFullscreen] = useState(false);
+
+  useEffect(() => {
+    const onFsChange = () => setIsFullscreen(!!document.fullscreenElement);
+    document.addEventListener("fullscreenchange", onFsChange);
+    return () => document.removeEventListener("fullscreenchange", onFsChange);
+  }, []);
+
+  const toggleFullscreen = useCallback(() => {
+    if (!graphContainerRef.current) return;
+    if (document.fullscreenElement) {
+      document.exitFullscreen();
+    } else {
+      graphContainerRef.current.requestFullscreen();
+    }
+  }, []);
+
+  const connectedIds = useMemo(() => {
+    if (!hoveredNodeId) return null;
+    const ids = new Set<string>([hoveredNodeId]);
+    const allEdges = edgesRef.current;
+
+    // Walk upstream (target → source)
+    const upQueue = [hoveredNodeId];
+    while (upQueue.length > 0) {
+      const cur = upQueue.shift()!;
+      for (const e of allEdges) {
+        if (e.target === cur && !ids.has(e.source)) {
+          ids.add(e.source);
+          upQueue.push(e.source);
+        }
+      }
+    }
+
+    // Walk downstream (source → target)
+    const downQueue = [hoveredNodeId];
+    while (downQueue.length > 0) {
+      const cur = downQueue.shift()!;
+      for (const e of allEdges) {
+        if (e.source === cur && !ids.has(e.target)) {
+          ids.add(e.target);
+          downQueue.push(e.target);
+        }
+      }
+    }
+
+    return ids;
+  }, [hoveredNodeId]);
+
+  const onNodeMouseEnter = useCallback(
+    (_: React.MouseEvent, node: Node) => setHoveredNodeId(node.id),
+    [],
+  );
+  const onNodeMouseLeave = useCallback(() => setHoveredNodeId(null), []);
+
   useEffect(() => {
     if (registryData && relationships) {
       setLoading(true);
@@ -1058,6 +1167,7 @@ const RegistryVisualization: React.FC<RegistryVisualizationProps> = ({
           showIsolatedNodes,
         );
 
+      edgesRef.current = layoutedEdges;
       setNodes(layoutedNodes);
       setEdges(layoutedEdges);
       setLoading(false);
@@ -1075,6 +1185,31 @@ const RegistryVisualization: React.FC<RegistryVisualizationProps> = ({
     setEdges,
   ]);
 
+  const styledNodes = useMemo(() => {
+    if (!connectedIds) return nodes;
+    return nodes.map((n) => ({
+      ...n,
+      style: {
+        ...n.style,
+        opacity: connectedIds.has(n.id) ? 1 : 0.15,
+        transition: "opacity 0.2s",
+      },
+    }));
+  }, [nodes, connectedIds]);
+
+  const styledEdges = useMemo(() => {
+    if (!connectedIds) return edges;
+    return edges.map((e) => ({
+      ...e,
+      style: {
+        ...e.style,
+        opacity:
+          connectedIds.has(e.source) && connectedIds.has(e.target) ? 1 : 0.08,
+        transition: "opacity 0.2s",
+      },
+    }));
+  }, [edges, connectedIds]);
+
   return (
     <EuiPanel>
       <style>{edgeAnimationStyle}</style>
@@ -1123,10 +1258,17 @@ const RegistryVisualization: React.FC<RegistryVisualizationProps> = ({
           <EuiLoadingSpinner size="xl" />
         </div>
       ) : (
-        <div style={{ height: 600, border: "1px solid #ddd" }}>
+        <div
+          ref={graphContainerRef}
+          style={{
+            height: isFullscreen ? "100vh" : 600,
+            border: "1px solid #ddd",
+            background: "#fff",
+          }}
+        >
           <ReactFlow
-            nodes={nodes}
-            edges={edges}
+            nodes={styledNodes}
+            edges={styledEdges}
             onNodesChange={onNodesChange}
             onEdgesChange={onEdgesChange}
             nodeTypes={nodeTypes}
@@ -1134,9 +1276,18 @@ const RegistryVisualization: React.FC<RegistryVisualizationProps> = ({
             fitView
             minZoom={0.1}
             maxZoom={8}
+            onNodeMouseEnter={onNodeMouseEnter}
+            onNodeMouseLeave={onNodeMouseLeave}
           >
             <Background color="#f0f0f0" gap={16} />
-            <Controls />
+            <Controls>
+              <ControlButton
+                onClick={toggleFullscreen}
+                title={isFullscreen ? "Exit fullscreen" : "Fullscreen"}
+              >
+                {isFullscreen ? "⊡" : "⛶"}
+              </ControlButton>
+            </Controls>
             <Legend />
           </ReactFlow>
         </div>
diff --git a/ui/src/components/RegistryVisualizationTab.tsx b/ui/src/components/RegistryVisualizationTab.tsx
index 4fed3c4f856..f710746d6c2 100644
--- a/ui/src/components/RegistryVisualizationTab.tsx
+++ b/ui/src/components/RegistryVisualizationTab.tsx
@@ -71,6 +71,8 @@ const RegistryVisualizationTab: React.FC<RegistryVisualizationTabProps> = ({
         return objects.labelViews?.map((lv: any) => lv.spec?.name) || [];
       case "featureService":
         return objects.featureServices?.map((fs: any) => fs.spec?.name) || [];
+      case "savedDataset":
+        return objects.savedDatasets?.map((sd: any) => sd.spec?.name) || [];
       default:
         return [];
     }
@@ -133,6 +135,7 @@ const RegistryVisualizationTab: React.FC<RegistryVisualizationTabProps> = ({
                         { value: "featureView", text: "Feature View" },
                         { value: "labelView", text: "Label View" },
                         { value: "featureService", text: "Feature Service" },
+                        { value: "savedDataset", text: "Saved Dataset" },
                         ...(mlflowData?.runs?.length
                           ? [{ value: "mlflowRun", text: "MLflow Run" }]
                           : []),
diff --git a/ui/src/contexts/ProjectListContext.ts b/ui/src/contexts/ProjectListContext.ts
index a230300be3b..c0c24840efb 100644
--- a/ui/src/contexts/ProjectListContext.ts
+++ b/ui/src/contexts/ProjectListContext.ts
@@ -20,6 +20,7 @@ type ProjectsListType = z.infer<typeof ProjectsListSchema>;
 interface ProjectsListContextInterface {
   projectsListPromise: Promise<any>;
   isCustom: boolean;
+  basename?: string;
 }
 
 const ProjectListContext = React.createContext<
diff --git a/ui/src/contexts/RegistryRefreshContext.ts b/ui/src/contexts/RegistryRefreshContext.ts
new file mode 100644
index 00000000000..12be5977d88
--- /dev/null
+++ b/ui/src/contexts/RegistryRefreshContext.ts
@@ -0,0 +1,22 @@
+import React, { useContext } from "react";
+
+interface RegistryRefreshContextInterface {
+  refreshing: boolean;
+  handleRefresh: () => Promise<void>;
+}
+
+const RegistryRefreshContext = React.createContext<
+  RegistryRefreshContextInterface | undefined
+>(undefined);
+
+const useRegistryRefreshContext = () => {
+  const ctx = useContext(RegistryRefreshContext);
+  if (!ctx) {
+    throw new Error(
+      "useRegistryRefreshContext must be used within RegistryRefreshContext.Provider",
+    );
+  }
+  return ctx;
+};
+
+export { RegistryRefreshContext, useRegistryRefreshContext };
diff --git a/ui/src/hooks/useFCOExploreSuggestions.ts b/ui/src/hooks/useFCOExploreSuggestions.ts
index e9ab456f72b..838d6738265 100644
--- a/ui/src/hooks/useFCOExploreSuggestions.ts
+++ b/ui/src/hooks/useFCOExploreSuggestions.ts
@@ -23,6 +23,7 @@ const FCO_TO_URL_NAME_MAP: Record<FEAST_FCO_TYPES, string> = {
   featureView: "/feature-view",
   featureService: "/feature-service",
   labelView: "/label-view",
+  savedDataset: "/data-set",
   mlflowRun: "/mlflow-run",
   mlflowModel: "/mlflow-model",
   openlineageJob: "/lineage",
diff --git a/ui/src/hooks/useRegistryRefresh.ts b/ui/src/hooks/useRegistryRefresh.ts
new file mode 100644
index 00000000000..cb684cf5636
--- /dev/null
+++ b/ui/src/hooks/useRegistryRefresh.ts
@@ -0,0 +1,80 @@
+import { useCallback, useContext, useState } from "react";
+import { useQueryClient } from "react-query";
+import {
+  ProjectListContext,
+  ProjectsListSchema,
+} from "../contexts/ProjectListContext";
+import { useDataMode } from "../contexts/DataModeContext";
+
+interface Toast {
+  id: string;
+  title: string;
+  color: "success" | "danger";
+  iconType: string;
+}
+
+const useRegistryRefresh = () => {
+  const [refreshing, setRefreshing] = useState(false);
+  const [toasts, setToasts] = useState<Toast[]>([]);
+  const queryClient = useQueryClient();
+  const projectListCtx = useContext(ProjectListContext);
+  const basename = projectListCtx?.basename || "";
+  const { fetchOptions } = useDataMode();
+
+  const removeToast = useCallback((removedToast: { id: string }) => {
+    setToasts((prev) => prev.filter((t) => t.id !== removedToast.id));
+  }, []);
+
+  const handleRefresh = useCallback(async () => {
+    setRefreshing(true);
+    try {
+      const refreshRes = await fetch(`${basename}/api/v1/registry/refresh`, {
+        method: "POST",
+        headers: { ...fetchOptions?.headers },
+        credentials: fetchOptions?.credentials,
+      });
+      if (!refreshRes.ok) {
+        throw new Error(`Registry refresh failed (${refreshRes.status})`);
+      }
+      const res = await fetch(`${basename}/projects-list.json`, {
+        headers: {
+          "Content-Type": "application/json",
+          ...fetchOptions?.headers,
+        },
+        credentials: fetchOptions?.credentials,
+      });
+      if (!res.ok) {
+        throw new Error(`Failed to fetch project list (${res.status})`);
+      }
+      const json = await res.json();
+      const parsed = ProjectsListSchema.parse(json);
+      queryClient.setQueryData("feast-projects-list", parsed);
+      await queryClient.invalidateQueries("registry-rest-bulk");
+      setToasts((prev) => [
+        ...prev,
+        {
+          id: String(Date.now()),
+          title: "Refresh successful",
+          color: "success" as const,
+          iconType: "check",
+        },
+      ]);
+    } catch {
+      setToasts((prev) => [
+        ...prev,
+        {
+          id: String(Date.now()),
+          title: "Refresh failed",
+          color: "danger" as const,
+          iconType: "alert",
+        },
+      ]);
+    } finally {
+      setRefreshing(false);
+    }
+  }, [basename, queryClient, fetchOptions]);
+
+  return { refreshing, toasts, handleRefresh, removeToast };
+};
+
+export default useRegistryRefresh;
diff --git a/ui/src/pages/Layout.tsx b/ui/src/pages/Layout.tsx
index 6df1b8d4d77..a951b9a2649 100644
--- a/ui/src/pages/Layout.tsx
+++ b/ui/src/pages/Layout.tsx
@@ -1,6 +1,7 @@
 import React, { useState, useRef, useEffect } from "react";
 
 import {
+  EuiGlobalToastList,
   EuiPage,
   EuiPageSidebar,
   EuiPageBody,
@@ -34,6 +35,8 @@ import RegistrySearch, {
 import GlobalSearchShortcut from "../components/GlobalSearchShortcut";
 import CommandPalette from "../components/CommandPalette";
 import { useAuth } from "../contexts/AuthContext";
+import { RegistryRefreshContext } from "../contexts/RegistryRefreshContext";
+import useRegistryRefresh from "../hooks/useRegistryRefresh";
 
 const Layout = () => {
   let { projectName } = useParams();
@@ -41,6 +44,8 @@ const Layout = () => {
   const [isUserMenuOpen, setIsUserMenuOpen] = useState(false);
   const searchRef = useRef<RegistrySearchRef>(null);
   const { user, logout, isAuthEnabled } = useAuth();
+  const { refreshing, toasts, handleRefresh, removeToast } =
+    useRegistryRefresh();
 
   const { data: projectsData } = useLoadProjectsList();
 
@@ -166,227 +171,250 @@ const Layout = () => {
   }, []);
 
   return (
-    <RegistryPathContext.Provider value={registryPath}>
-      <GlobalSearchShortcut onOpen={handleSearchOpen} />
-      <CommandPalette
-        isOpen={isCommandPaletteOpen}
-        onClose={() => setIsCommandPaletteOpen(false)}
-        categories={globalCategories}
-      />
-      <EuiPage paddingSize="none" style={{ background: "transparent" }}>
-        <EuiPageSidebar
-          paddingSize="l"
-          sticky={{ offset: 0 }}
-          role={"navigation"}
-          aria-label={"Top Level"}
-        >
-          <FeastWordMark />
-          <EuiSpacer size="s" />
-          <ProjectSelector />
-          {registryPath && (
-            <React.Fragment>
-              <EuiHorizontalRule margin="s" />
-              <Sidebar />
-              <EuiSpacer size="l" />
-              <EuiHorizontalRule margin="s" />
+    <RegistryRefreshContext.Provider value={{ refreshing, handleRefresh }}>
+      <RegistryPathContext.Provider value={registryPath}>
+        <GlobalSearchShortcut onOpen={handleSearchOpen} />
+        <CommandPalette
+          isOpen={isCommandPaletteOpen}
+          onClose={() => setIsCommandPaletteOpen(false)}
+          categories={globalCategories}
+        />
+        <EuiPage paddingSize="none" style={{ background: "transparent" }}>
+          <EuiPageSidebar
+            paddingSize="l"
+            sticky={{ offset: 0 }}
+            role={"navigation"}
+            aria-label={"Top Level"}
+          >
+            <FeastWordMark />
+            <EuiSpacer size="s" />
+            <ProjectSelector />
+            {registryPath && (
+              <React.Fragment>
+                <EuiHorizontalRule margin="s" />
+                <Sidebar />
+                <EuiSpacer size="l" />
+                <EuiHorizontalRule margin="s" />
+                <div
+                  style={{
+                    display: "flex",
+                    justifyContent: "flex-start",
+                    alignItems: "center",
+                  }}
+                >
+                  <ThemeToggle />
+                </div>
+              </React.Fragment>
+            )}
+          </EuiPageSidebar>
+
+          <EuiPageBody>
+            <EuiErrorBoundary>
               <div
                 style={{
                   display: "flex",
-                  justifyContent: "flex-start",
-                  alignItems: "center",
+                  flexDirection: "column",
+                  height: "100vh",
                 }}
               >
-                <ThemeToggle />
-              </div>
-            </React.Fragment>
-          )}
-        </EuiPageSidebar>
+                <div
+                  style={{
+                    position: "sticky",
+                    top: 0,
+                    zIndex: 100,
+                    backgroundColor: "var(--euiPageBackgroundColor)",
+                    borderBottom: "1px solid #D3DAE6",
+                    boxShadow: "0px 1px 5px rgba(0, 0, 0, 0.05)",
+                    padding: "12px 16px",
+                    width: "100%",
+                  }}
+                >
+                  <EuiFlexGroup alignItems="center" gutterSize="m">
+                    {data && (
+                      <EuiFlexItem>
+                        <div
+                          style={{
+                            maxWidth: 600,
+                            margin: "0 auto",
+                            width: "100%",
+                          }}
+                        >
+                          <RegistrySearch
+                            ref={searchRef}
+                            categories={globalCategories}
+                          />
+                        </div>
+                      </EuiFlexItem>
+                    )}
+                    {!data && <EuiFlexItem />}
 
-        <EuiPageBody>
-          <EuiErrorBoundary>
-            <div
-              style={{
-                display: "flex",
-                flexDirection: "column",
-                height: "100vh",
-              }}
-            >
-              <div
-                style={{
-                  position: "sticky",
-                  top: 0,
-                  zIndex: 100,
-                  backgroundColor: "var(--euiPageBackgroundColor)",
-                  borderBottom: "1px solid #D3DAE6",
-                  boxShadow: "0px 1px 5px rgba(0, 0, 0, 0.05)",
-                  padding: "12px 16px",
-                  width: "100%",
-                }}
-              >
-                <EuiFlexGroup alignItems="center" gutterSize="m">
-                  {data && (
-                    <EuiFlexItem>
-                      <div
-                        style={{
-                          maxWidth: 600,
-                          margin: "0 auto",
-                          width: "100%",
-                        }}
-                      >
-                        <RegistrySearch
-                          ref={searchRef}
-                          categories={globalCategories}
-                        />
-                      </div>
-                    </EuiFlexItem>
-                  )}
-                  {!data && <EuiFlexItem />}
+                    {projectName && (
+                      <EuiFlexItem grow={false}>
+                        <EuiButtonEmpty
+                          iconType="refresh"
+                          onClick={handleRefresh}
+                          isLoading={refreshing}
+                          isDisabled={refreshing}
+                          size="s"
+                        >
+                          Refresh
+                        </EuiButtonEmpty>
+                      </EuiFlexItem>
+                    )}
 
-                  {isAuthEnabled && user && (
-                    <EuiFlexItem grow={false}>
-                      <EuiPopover
-                        button={
-                          <button
-                            onClick={() => setIsUserMenuOpen((v) => !v)}
-                            style={{
-                              display: "flex",
-                              alignItems: "center",
-                              gap: 8,
-                              background: "none",
-                              border: "none",
-                              cursor: "pointer",
-                              padding: "4px 8px",
-                              borderRadius: 6,
-                            }}
-                            aria-label="User menu"
-                          >
-                            <EuiAvatar
-                              name={user.username}
-                              size="s"
-                              color="#0061a6"
-                            />
-                            <EuiText size="xs">
-                              <strong>{user.username}</strong>
-                            </EuiText>
-                            <EuiIcon type="arrowDown" size="s" />
-                          </button>
-                        }
-                        isOpen={isUserMenuOpen}
-                        closePopover={() => setIsUserMenuOpen(false)}
-                        anchorPosition="downRight"
-                        panelPaddingSize="m"
-                      >
-                        <div style={{ minWidth: 220 }}>
-                          <EuiFlexGroup
-                            gutterSize="s"
-                            alignItems="center"
-                            responsive={false}
-                          >
-                            <EuiFlexItem grow={false}>
+                    {isAuthEnabled && user && (
+                      <EuiFlexItem grow={false}>
+                        <EuiPopover
+                          button={
+                            <button
+                              onClick={() => setIsUserMenuOpen((v) => !v)}
+                              style={{
+                                display: "flex",
+                                alignItems: "center",
+                                gap: 8,
+                                background: "none",
+                                border: "none",
+                                cursor: "pointer",
+                                padding: "4px 8px",
+                                borderRadius: 6,
+                              }}
+                              aria-label="User menu"
+                            >
                               <EuiAvatar
                                 name={user.username}
-                                size="m"
+                                size="s"
                                 color="#0061a6"
                               />
-                            </EuiFlexItem>
-                            <EuiFlexItem>
-                              <EuiText size="s">
+                              <EuiText size="xs">
                                 <strong>{user.username}</strong>
                               </EuiText>
-                              {user.email && (
+                              <EuiIcon type="arrowDown" size="s" />
+                            </button>
+                          }
+                          isOpen={isUserMenuOpen}
+                          closePopover={() => setIsUserMenuOpen(false)}
+                          anchorPosition="downRight"
+                          panelPaddingSize="m"
+                        >
+                          <div style={{ minWidth: 220 }}>
+                            <EuiFlexGroup
+                              gutterSize="s"
+                              alignItems="center"
+                              responsive={false}
+                            >
+                              <EuiFlexItem grow={false}>
+                                <EuiAvatar
+                                  name={user.username}
+                                  size="m"
+                                  color="#0061a6"
+                                />
+                              </EuiFlexItem>
+                              <EuiFlexItem>
+                                <EuiText size="s">
+                                  <strong>{user.username}</strong>
+                                </EuiText>
+                                {user.email && (
+                                  <EuiText size="xs" color="subdued">
+                                    {user.email}
+                                  </EuiText>
+                                )}
+                              </EuiFlexItem>
+                            </EuiFlexGroup>
+
+                            {user.roles.length > 0 && (
+                              <>
+                                <EuiHorizontalRule margin="s" />
                                 <EuiText size="xs" color="subdued">
-                                  {user.email}
+                                  <strong>Roles</strong>
                                 </EuiText>
-                              )}
-                            </EuiFlexItem>
-                          </EuiFlexGroup>
+                                <EuiSpacer size="xs" />
+                                <div
+                                  style={{
+                                    display: "flex",
+                                    flexWrap: "wrap",
+                                    gap: 4,
+                                  }}
+                                >
+                                  {user.roles
+                                    .filter(
+                                      (r) =>
+                                        ![
+                                          "default-roles-feast",
+                                          "offline_access",
+                                          "uma_authorization",
+                                        ].includes(r),
+                                    )
+                                    .map((role) => (
+                                      <EuiToolTip content={role} key={role}>
+                                        <EuiBadge color="hollow">
+                                          {role}
+                                        </EuiBadge>
+                                      </EuiToolTip>
+                                    ))}
+                                </div>
+                              </>
+                            )}
 
-                          {user.roles.length > 0 && (
-                            <>
-                              <EuiHorizontalRule margin="s" />
-                              <EuiText size="xs" color="subdued">
-                                <strong>Roles</strong>
-                              </EuiText>
-                              <EuiSpacer size="xs" />
-                              <div
-                                style={{
-                                  display: "flex",
-                                  flexWrap: "wrap",
-                                  gap: 4,
-                                }}
-                              >
-                                {user.roles
-                                  .filter(
-                                    (r) =>
-                                      ![
-                                        "default-roles-feast",
-                                        "offline_access",
-                                        "uma_authorization",
-                                      ].includes(r),
-                                  )
-                                  .map((role) => (
-                                    <EuiToolTip content={role} key={role}>
-                                      <EuiBadge color="hollow">{role}</EuiBadge>
-                                    </EuiToolTip>
+                            {user.groups.length > 0 && (
+                              <>
+                                <EuiSpacer size="s" />
+                                <EuiText size="xs" color="subdued">
+                                  <strong>Groups</strong>
+                                </EuiText>
+                                <EuiSpacer size="xs" />
+                                <div
+                                  style={{
+                                    display: "flex",
+                                    flexWrap: "wrap",
+                                    gap: 4,
+                                  }}
+                                >
+                                  {user.groups.map((group) => (
+                                    <EuiBadge color="default" key={group}>
+                                      {group}
+                                    </EuiBadge>
                                   ))}
-                              </div>
-                            </>
-                          )}
-
-                          {user.groups.length > 0 && (
-                            <>
-                              <EuiSpacer size="s" />
-                              <EuiText size="xs" color="subdued">
-                                <strong>Groups</strong>
-                              </EuiText>
-                              <EuiSpacer size="xs" />
-                              <div
-                                style={{
-                                  display: "flex",
-                                  flexWrap: "wrap",
-                                  gap: 4,
-                                }}
-                              >
-                                {user.groups.map((group) => (
-                                  <EuiBadge color="default" key={group}>
-                                    {group}
-                                  </EuiBadge>
-                                ))}
-                              </div>
-                            </>
-                          )}
+                                </div>
+                              </>
+                            )}
 
-                          <EuiHorizontalRule margin="s" />
-                          <EuiButtonEmpty
-                            size="s"
-                            iconType="exit"
-                            onClick={logout}
-                            color="danger"
-                            flush="left"
-                          >
-                            Sign out
-                          </EuiButtonEmpty>
-                        </div>
-                      </EuiPopover>
-                    </EuiFlexItem>
-                  )}
-                </EuiFlexGroup>
-              </div>
-              <div
-                style={{
-                  flexGrow: 1,
-                  overflow: "auto",
-                  padding: "16px",
-                  height: "calc(100vh - 70px)",
-                }}
-              >
-                <Outlet />
+                            <EuiHorizontalRule margin="s" />
+                            <EuiButtonEmpty
+                              size="s"
+                              iconType="exit"
+                              onClick={logout}
+                              color="danger"
+                              flush="left"
+                            >
+                              Sign out
+                            </EuiButtonEmpty>
+                          </div>
+                        </EuiPopover>
+                      </EuiFlexItem>
+                    )}
+                  </EuiFlexGroup>
+                </div>
+                <div
+                  style={{
+                    flexGrow: 1,
+                    overflow: "auto",
+                    padding: "16px",
+                    height: "calc(100vh - 70px)",
+                  }}
+                >
+                  <Outlet />
+                </div>
               </div>
-            </div>
-          </EuiErrorBoundary>
-        </EuiPageBody>
-      </EuiPage>
-    </RegistryPathContext.Provider>
+            </EuiErrorBoundary>
+          </EuiPageBody>
+        </EuiPage>
+        <EuiGlobalToastList
+          toasts={toasts}
+          dismissToast={removeToast}
+          toastLifeTimeMs={3000}
+        />
+      </RegistryPathContext.Provider>
+    </RegistryRefreshContext.Provider>
   );
 };
 
diff --git a/ui/src/pages/RootProjectSelectionPage.tsx b/ui/src/pages/RootProjectSelectionPage.tsx
index fb488e714bc..6740e266f2a 100644
--- a/ui/src/pages/RootProjectSelectionPage.tsx
+++ b/ui/src/pages/RootProjectSelectionPage.tsx
@@ -1,7 +1,9 @@
 import React, { useEffect } from "react";
 import {
+  EuiButtonEmpty,
   EuiCard,
   EuiFlexGrid,
+  EuiFlexGroup,
   EuiFlexItem,
   EuiIcon,
   EuiSkeletonText,
@@ -13,10 +15,12 @@ import {
 import { useLoadProjectsList } from "../contexts/ProjectListContext";
 import { useNavigate } from "react-router-dom";
 import FeastIconBlue from "../graphics/FeastIconBlue";
+import { useRegistryRefreshContext } from "../contexts/RegistryRefreshContext";
 
 const RootProjectSelectionPage = () => {
   const { isLoading, isSuccess, data } = useLoadProjectsList();
   const navigate = useNavigate();
+  const { refreshing, handleRefresh } = useRegistryRefreshContext();
 
   useEffect(() => {
     if (data && data.default) {
@@ -48,12 +52,27 @@ const RootProjectSelectionPage = () => {
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Section>
-        <EuiTitle size="s">
-          <h1>Welcome to Feast</h1>
-        </EuiTitle>
-        <EuiText>
-          <p>Select one of the projects.</p>
-        </EuiText>
+        <EuiFlexGroup alignItems="center" justifyContent="spaceBetween">
+          <EuiFlexItem>
+            <EuiTitle size="s">
+              <h1>Welcome to Feast</h1>
+            </EuiTitle>
+            <EuiText>
+              <p>Select one of the projects.</p>
+            </EuiText>
+          </EuiFlexItem>
+          <EuiFlexItem grow={false}>
+            <EuiButtonEmpty
+              iconType="refresh"
+              onClick={handleRefresh}
+              isLoading={refreshing}
+              isDisabled={refreshing}
+              size="s"
+            >
+              Refresh
+            </EuiButtonEmpty>
+          </EuiFlexItem>
+        </EuiFlexGroup>
         <EuiHorizontalRule margin="m" />
         {isLoading && <EuiSkeletonText lines={1} />}
         {isSuccess && data?.projects && (
diff --git a/ui/src/pages/data-sources/DataSourceInstance.tsx b/ui/src/pages/data-sources/DataSourceInstance.tsx
index 1ed2cfa5eab..574da82114e 100644
--- a/ui/src/pages/data-sources/DataSourceInstance.tsx
+++ b/ui/src/pages/data-sources/DataSourceInstance.tsx
@@ -1,21 +1,343 @@
-import React from "react";
+import React, { useState } from "react";
 import { Route, Routes, useNavigate, useParams } from "react-router-dom";
-import { EuiPageTemplate } from "@elastic/eui";
+import {
+  EuiPageTemplate,
+  EuiButton,
+  EuiButtonEmpty,
+  EuiConfirmModal,
+} from "@elastic/eui";
 
 import { DataSourceIcon } from "../../graphics/DataSourceIcon";
 import { useMatchExact } from "../../hooks/useMatchSubpath";
 import { useDocumentTitle } from "../../hooks/useDocumentTitle";
 import DataSourceRawData from "./DataSourceRawData";
 import DataSourceOverviewTab from "./DataSourceOverviewTab";
+import DataSourceFormModal, {
+  DataSourceFormData,
+} from "../../components/DataSourceFormModal";
+import {
+  useApplyDataSource,
+  useDeleteDataSource,
+} from "../../queries/mutations/useDataSourceMutations";
+import useLoadDataSource from "./useLoadDataSource";
+import { feast } from "../../protos";
 
 import {
   useDataSourceCustomTabs,
   useDataSourceCustomTabRoutes,
 } from "../../custom-tabs/TabsRegistryContext";
 
+const buildEditFormData = (ds: any): DataSourceFormData => {
+  const spec = ds.spec || ds;
+  const tags = spec.tags
+    ? Object.entries(spec.tags).map(([key, value]) => ({
+        key,
+        value: value as string,
+      }))
+    : [];
+
+  return {
+    name: spec.name || ds.name || "",
+    description: spec.description || ds.description || "",
+    owner: spec.owner || ds.owner || "",
+    sourceType: String(spec.type ?? ds.type ?? 0),
+    timestampField: spec.timestampField || ds.timestampField || "",
+    createdTimestampColumn:
+      spec.createdTimestampColumn || ds.createdTimestampColumn || "",
+    tags,
+    // File
+    fileUri: spec.fileOptions?.uri || ds.fileOptions?.uri || "",
+    fileFormat:
+      spec.fileOptions?.fileFormat || ds.fileOptions?.fileFormat || "parquet",
+    fileS3EndpointOverride:
+      spec.fileOptions?.s3EndpointOverride ||
+      ds.fileOptions?.s3EndpointOverride ||
+      "",
+    // BigQuery
+    bigqueryTable:
+      spec.bigqueryOptions?.table || ds.bigqueryOptions?.table || "",
+    bigqueryQuery:
+      spec.bigqueryOptions?.query || ds.bigqueryOptions?.query || "",
+    bigqueryDatePartitionColumn:
+      spec.datePartitionColumn || ds.datePartitionColumn || "",
+    // Snowflake
+    snowflakeTable:
+      spec.snowflakeOptions?.table || ds.snowflakeOptions?.table || "",
+    snowflakeDatabase:
+      spec.snowflakeOptions?.database || ds.snowflakeOptions?.database || "",
+    snowflakeSchema:
+      spec.snowflakeOptions?.schema || ds.snowflakeOptions?.schema || "",
+    snowflakeQuery:
+      spec.snowflakeOptions?.query || ds.snowflakeOptions?.query || "",
+    snowflakeWarehouse:
+      spec.snowflakeOptions?.warehouse || ds.snowflakeOptions?.warehouse || "",
+    // Redshift
+    redshiftTable:
+      spec.redshiftOptions?.table || ds.redshiftOptions?.table || "",
+    redshiftDatabase:
+      spec.redshiftOptions?.database || ds.redshiftOptions?.database || "",
+    redshiftSchema:
+      spec.redshiftOptions?.schema || ds.redshiftOptions?.schema || "",
+    redshiftQuery:
+      spec.redshiftOptions?.query || ds.redshiftOptions?.query || "",
+    // Kafka
+    kafkaBootstrapServers:
+      spec.kafkaOptions?.kafkaBootstrapServers ||
+      ds.kafkaOptions?.kafkaBootstrapServers ||
+      "",
+    kafkaTopic: spec.kafkaOptions?.topic || ds.kafkaOptions?.topic || "",
+    kafkaMessageFormat:
+      spec.kafkaOptions?.messageFormat ||
+      ds.kafkaOptions?.messageFormat ||
+      "json",
+    kafkaWatermarkDelay:
+      spec.kafkaOptions?.watermarkDelayThreshold ||
+      ds.kafkaOptions?.watermarkDelayThreshold ||
+      "",
+    // Spark
+    sparkTable: spec.sparkOptions?.table || ds.sparkOptions?.table || "",
+    sparkPath: spec.sparkOptions?.path || ds.sparkOptions?.path || "",
+    sparkQuery: spec.sparkOptions?.query || ds.sparkOptions?.query || "",
+    sparkFileFormat:
+      spec.sparkOptions?.fileFormat || ds.sparkOptions?.fileFormat || "",
+    sparkTableFormat:
+      spec.sparkOptions?.tableFormat?.formatType ||
+      ds.sparkOptions?.tableFormat?.formatType ||
+      "",
+    sparkTableFormatCatalog:
+      spec.sparkOptions?.tableFormat?.catalog ||
+      ds.sparkOptions?.tableFormat?.catalog ||
+      "",
+    sparkTableFormatNamespace:
+      spec.sparkOptions?.tableFormat?.namespace ||
+      ds.sparkOptions?.tableFormat?.namespace ||
+      "",
+    sparkTableFormatProperties: (() => {
+      const props =
+        spec.sparkOptions?.tableFormat?.properties ||
+        ds.sparkOptions?.tableFormat?.properties;
+      return props ? JSON.stringify(props) : "";
+    })(),
+    sparkDatePartitionColumn:
+      spec.sparkOptions?.datePartitionColumn ||
+      ds.sparkOptions?.datePartitionColumn ||
+      spec.datePartitionColumn ||
+      ds.datePartitionColumn ||
+      "",
+    sparkDatePartitionFormat:
+      spec.sparkOptions?.datePartitionColumnFormat ||
+      ds.sparkOptions?.datePartitionColumnFormat ||
+      "%Y-%m-%d",
+    // Kinesis
+    kinesisRegion:
+      spec.kinesisOptions?.region || ds.kinesisOptions?.region || "",
+    kinesisStreamName:
+      spec.kinesisOptions?.streamName || ds.kinesisOptions?.streamName || "",
+    kinesisRecordFormat:
+      spec.kinesisOptions?.recordFormat ||
+      ds.kinesisOptions?.recordFormat ||
+      "json",
+    // Trino
+    trinoTable: spec.trinoOptions?.table || ds.trinoOptions?.table || "",
+    trinoQuery: spec.trinoOptions?.query || ds.trinoOptions?.query || "",
+    // Athena
+    athenaTable: spec.athenaOptions?.table || ds.athenaOptions?.table || "",
+    athenaQuery: spec.athenaOptions?.query || ds.athenaOptions?.query || "",
+    athenaDatabase:
+      spec.athenaOptions?.database || ds.athenaOptions?.database || "",
+    athenaDataSource:
+      spec.athenaOptions?.dataSource || ds.athenaOptions?.dataSource || "",
+    athenaDatePartitionColumn:
+      spec.datePartitionColumn || ds.datePartitionColumn || "",
+    // Custom
+    customSourceClassName:
+      spec.customOptions?.className || ds.customOptions?.className || "",
+    customSourceConfig:
+      spec.customOptions?.config || ds.customOptions?.config || "",
+    // Iceberg
+    ...(() => {
+      const configStr =
+        spec.customOptions?.configuration ||
+        ds.customOptions?.configuration ||
+        "";
+      if (
+        String(spec.type ?? ds.type ?? 0) ===
+          String(feast.core.DataSource.SourceType.BATCH_ICEBERG) &&
+        configStr
+      ) {
+        try {
+          const cfg = JSON.parse(configStr);
+          return {
+            icebergCatalogType: cfg.catalog_type || "rest",
+            icebergEndpoint: cfg.endpoint || "",
+            icebergWarehouse: cfg.warehouse || "",
+            icebergNamespace: cfg.namespace || "",
+            icebergTable: cfg.table || "",
+            icebergTokenEnvVar: cfg.token_env_var || "",
+            icebergCredentialVending: String(cfg.credential_vending ?? true),
+            icebergCatalogProperties: cfg.catalog_properties
+              ? JSON.stringify(cfg.catalog_properties)
+              : "",
+          };
+        } catch {
+          /* ignore parse errors */
+        }
+      }
+      return {
+        icebergCatalogType: "rest",
+        icebergEndpoint: "",
+        icebergWarehouse: "",
+        icebergNamespace: "",
+        icebergTable: "",
+        icebergTokenEnvVar: "",
+        icebergCredentialVending: "true",
+        icebergCatalogProperties: "",
+      };
+    })(),
+    // Ray
+    rayReaderType: "",
+    rayPath: "",
+    rayReaderOptions: "",
+    // Postgres
+    postgresTable: "",
+    postgresQuery: "",
+    // MongoDB
+    mongodbCollection: "",
+    // ClickHouse
+    clickhouseTable: "",
+    clickhouseQuery: "",
+    // MSSQL
+    mssqlTable: "",
+    mssqlConnectionStr: "",
+    mssqlDatePartitionColumn: "",
+    // Oracle
+    oracleTable: "",
+    oracleConnectionStr: "",
+    oracleDatePartitionColumn: "",
+    // Couchbase
+    couchbaseDatabase: "",
+    couchbaseScope: "",
+    couchbaseCollection: "",
+    couchbaseQuery: "",
+  };
+};
+
+const formDataToPayload = (formData: DataSourceFormData, project: string) => {
+  const payload: Record<string, any> = {
+    name: formData.name,
+    project,
+    type: parseInt(formData.sourceType, 10),
+    timestamp_field: formData.timestampField,
+    created_timestamp_column: formData.createdTimestampColumn,
+    description: formData.description,
+    owner: formData.owner,
+    tags: Object.fromEntries(
+      formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
+    ),
+  };
+
+  const st = formData.sourceType;
+  if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) {
+    payload.file_options = {
+      uri: formData.fileUri,
+      file_format: formData.fileFormat || "parquet",
+      s3_endpoint_override: formData.fileS3EndpointOverride || "",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) {
+    payload.bigquery_options = {
+      table: formData.bigqueryTable,
+      query: formData.bigqueryQuery,
+    };
+    if (formData.bigqueryDatePartitionColumn) {
+      payload.date_partition_column = formData.bigqueryDatePartitionColumn;
+    }
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)) {
+    payload.snowflake_options = {
+      table: formData.snowflakeTable,
+      database: formData.snowflakeDatabase,
+      schema_: formData.snowflakeSchema,
+      query: formData.snowflakeQuery || "",
+      warehouse: formData.snowflakeWarehouse || "",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) {
+    payload.redshift_options = {
+      table: formData.redshiftTable,
+      database: formData.redshiftDatabase,
+      schema_: formData.redshiftSchema,
+      query: formData.redshiftQuery || "",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) {
+    payload.kafka_options = {
+      kafka_bootstrap_servers: formData.kafkaBootstrapServers,
+      topic: formData.kafkaTopic,
+      message_format: formData.kafkaMessageFormat || "json",
+      watermark_delay_threshold: formData.kafkaWatermarkDelay || "",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) {
+    payload.spark_options = {
+      table: formData.sparkTable,
+      path: formData.sparkPath,
+      query: formData.sparkQuery || "",
+      file_format: formData.sparkFileFormat || "",
+      table_format: formData.sparkTableFormat || "",
+      table_format_catalog: formData.sparkTableFormatCatalog || "",
+      table_format_namespace: formData.sparkTableFormatNamespace || "",
+      table_format_properties: formData.sparkTableFormatProperties || "",
+      date_partition_column: formData.sparkDatePartitionColumn || "",
+      date_partition_column_format: formData.sparkDatePartitionFormat || "",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) {
+    payload.trino_options = {
+      table: formData.trinoTable,
+      query: formData.trinoQuery,
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_ATHENA)) {
+    payload.athena_options = {
+      table: formData.athenaTable,
+      query: formData.athenaQuery,
+      database: formData.athenaDatabase,
+      data_source: formData.athenaDataSource,
+    };
+    if (formData.athenaDatePartitionColumn) {
+      payload.date_partition_column = formData.athenaDatePartitionColumn;
+    }
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) {
+    const catalogProps = formData.icebergCatalogProperties.trim()
+      ? JSON.parse(formData.icebergCatalogProperties)
+      : {};
+    payload.custom_options = {
+      configuration: JSON.stringify({
+        catalog_type: formData.icebergCatalogType || "rest",
+        endpoint: formData.icebergEndpoint,
+        warehouse: formData.icebergWarehouse,
+        namespace: formData.icebergNamespace,
+        table: formData.icebergTable,
+        token_env_var: formData.icebergTokenEnvVar || null,
+        credential_vending: formData.icebergCredentialVending !== "false",
+        catalog_properties: catalogProps,
+      }),
+    };
+    payload.data_source_class_type =
+      "feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source.IcebergSource";
+  } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
+    payload.kinesis_options = {
+      region: formData.kinesisRegion,
+      stream_name: formData.kinesisStreamName,
+      record_format: formData.kinesisRecordFormat || "json",
+    };
+  } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) {
+    payload.custom_options = {
+      class_name: formData.customSourceClassName,
+      config: formData.customSourceConfig,
+    };
+  }
+
+  return payload;
+};
+
 const DataSourceInstance = () => {
   const navigate = useNavigate();
-  let { dataSourceName } = useParams();
+  let { dataSourceName, projectName } = useParams();
 
   useDocumentTitle(`${dataSourceName} | Data Source | Feast`);
 
@@ -34,12 +356,66 @@ const DataSourceInstance = () => {
 
   const CustomTabRoutes = useDataSourceCustomTabRoutes();
 
+  const { data } = useLoadDataSource(dataSourceName || "");
+  const applyDataSource = useApplyDataSource();
+  const deleteDataSource = useDeleteDataSource();
+
+  const [showDeleteConfirm, setShowDeleteConfirm] = useState(false);
+  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
+  const [editError, setEditError] = useState<string | null>(null);
+
+  const handleDelete = () => {
+    deleteDataSource.mutate(
+      { name: dataSourceName || "", project: projectName || "" },
+      {
+        onSuccess: () => {
+          navigate(`/p/${projectName}/data-source`);
+        },
+      },
+    );
+  };
+
+  const handleEditSubmit = (formData: DataSourceFormData) => {
+    const payload = formDataToPayload(formData, projectName || "");
+    applyDataSource.mutate(payload as any, {
+      onSuccess: () => {
+        setIsEditModalOpen(false);
+        setEditError(null);
+      },
+      onError: (err: unknown) => {
+        const message =
+          err instanceof Error ? err.message : "An unexpected error occurred.";
+        setEditError(message);
+      },
+    });
+  };
+
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Header
         restrictWidth
         iconType={DataSourceIcon}
         pageTitle={`Data Source: ${dataSourceName}`}
+        rightSideItems={[
+          <EuiButton
+            key="edit"
+            iconType="pencil"
+            onClick={() => {
+              setEditError(null);
+              setIsEditModalOpen(true);
+            }}
+          >
+            Edit
+          </EuiButton>,
+          <EuiButtonEmpty
+            key="delete"
+            color="danger"
+            iconType="trash"
+            onClick={() => setShowDeleteConfirm(true)}
+          >
+            Delete
+          </EuiButtonEmpty>,
+        ]}
         tabs={tabs}
       />
       <EuiPageTemplate.Section>
@@ -49,6 +425,37 @@ const DataSourceInstance = () => {
           {CustomTabRoutes}
         </Routes>
       </EuiPageTemplate.Section>
+
+      {showDeleteConfirm && (
+        <EuiConfirmModal
+          title={`Delete "${dataSourceName}"?`}
+          onCancel={() => setShowDeleteConfirm(false)}
+          onConfirm={handleDelete}
+          cancelButtonText="Cancel"
+          confirmButtonText="Delete"
+          buttonColor="danger"
+          isLoading={deleteDataSource.isLoading}
+        >
+          <p>
+            This will permanently remove the data source. This action cannot be
+            undone.
+          </p>
+        </EuiConfirmModal>
+      )}
+
+      {isEditModalOpen && data && (
+        <DataSourceFormModal
+          onClose={() => {
+            setIsEditModalOpen(false);
+            setEditError(null);
+          }}
+          onSubmit={handleEditSubmit}
+          initialData={buildEditFormData(data)}
+          isEdit
+          isSubmitting={applyDataSource.isLoading}
+          submitError={editError}
+        />
+      )}
     </EuiPageTemplate>
   );
 };
diff --git a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
index 42a8d2536f0..831e90b91d1 100644
--- a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
+++ b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
@@ -4,8 +4,6 @@ import {
   EuiLoadingSpinner,
   EuiText,
   EuiTitle,
-  EuiButtonEmpty,
-  EuiCallOut,
 } from "@elastic/eui";
 import {
   EuiPanel,
@@ -15,168 +13,16 @@ import {
   EuiDescriptionListDescription,
   EuiSpacer,
 } from "@elastic/eui";
-import React, { useState } from "react";
+import React from "react";
 import { useParams } from "react-router-dom";
-import DataSourceFormModal, {
-  DataSourceFormData,
-} from "../../components/DataSourceFormModal";
-import { feast } from "../../protos";
-import { useApplyDataSource } from "../../queries/mutations/useDataSourceMutations";
 import BatchSourcePropertiesView from "./BatchSourcePropertiesView";
 import FeatureViewEdgesList from "../entities/FeatureViewEdgesList";
 import RequestDataSourceSchemaTable from "./RequestDataSourceSchemaTable";
 import useLoadDataSource from "./useLoadDataSource";
-
-const buildEditFormData = (ds: any): DataSourceFormData => {
-  const spec = ds.spec || ds;
-  const tags = spec.tags
-    ? Object.entries(spec.tags).map(([key, value]) => ({
-        key,
-        value: value as string,
-      }))
-    : [];
-
-  return {
-    name: spec.name || ds.name || "",
-    description: spec.description || ds.description || "",
-    owner: spec.owner || ds.owner || "",
-    sourceType: String(spec.type ?? ds.type ?? 0),
-    timestampField: spec.timestampField || ds.timestampField || "",
-    createdTimestampColumn:
-      spec.createdTimestampColumn || ds.createdTimestampColumn || "",
-    tags,
-    fileUri: spec.fileOptions?.uri || ds.fileOptions?.uri || "",
-    bigqueryTable:
-      spec.bigqueryOptions?.table || ds.bigqueryOptions?.table || "",
-    bigqueryQuery:
-      spec.bigqueryOptions?.query || ds.bigqueryOptions?.query || "",
-    snowflakeTable:
-      spec.snowflakeOptions?.table || ds.snowflakeOptions?.table || "",
-    snowflakeDatabase:
-      spec.snowflakeOptions?.database || ds.snowflakeOptions?.database || "",
-    snowflakeSchema:
-      spec.snowflakeOptions?.schema || ds.snowflakeOptions?.schema || "",
-    redshiftTable:
-      spec.redshiftOptions?.table || ds.redshiftOptions?.table || "",
-    redshiftDatabase:
-      spec.redshiftOptions?.database || ds.redshiftOptions?.database || "",
-    redshiftSchema:
-      spec.redshiftOptions?.schema || ds.redshiftOptions?.schema || "",
-    kafkaBootstrapServers:
-      spec.kafkaOptions?.kafkaBootstrapServers ||
-      ds.kafkaOptions?.kafkaBootstrapServers ||
-      "",
-    kafkaTopic: spec.kafkaOptions?.topic || ds.kafkaOptions?.topic || "",
-    sparkTable: spec.sparkOptions?.table || ds.sparkOptions?.table || "",
-    sparkPath: spec.sparkOptions?.path || ds.sparkOptions?.path || "",
-    kinesisRegion:
-      spec.kinesisOptions?.region || ds.kinesisOptions?.region || "",
-    kinesisStreamName:
-      spec.kinesisOptions?.streamName || ds.kinesisOptions?.streamName || "",
-    trinoTable: spec.trinoOptions?.table || ds.trinoOptions?.table || "",
-    trinoQuery: spec.trinoOptions?.query || ds.trinoOptions?.query || "",
-    athenaTable: spec.athenaOptions?.table || ds.athenaOptions?.table || "",
-    athenaQuery: spec.athenaOptions?.query || ds.athenaOptions?.query || "",
-    athenaDatabase:
-      spec.athenaOptions?.database || ds.athenaOptions?.database || "",
-    athenaDataSource:
-      spec.athenaOptions?.dataSource || ds.athenaOptions?.dataSource || "",
-    customSourceClassName:
-      spec.customOptions?.className || ds.customOptions?.className || "",
-    customSourceConfig:
-      spec.customOptions?.config || ds.customOptions?.config || "",
-    rayReaderType: "",
-    rayPath: "",
-    rayReaderOptions: "",
-    postgresTable: "",
-    postgresQuery: "",
-    mongodbCollection: "",
-    clickhouseTable: "",
-    clickhouseQuery: "",
-    mssqlTable: "",
-    mssqlConnectionStr: "",
-    oracleTable: "",
-    oracleConnectionStr: "",
-    couchbaseDatabase: "",
-    couchbaseScope: "",
-    couchbaseCollection: "",
-    couchbaseQuery: "",
-  };
-};
-
-const formDataToPayload = (formData: DataSourceFormData, project: string) => {
-  const payload: Record<string, any> = {
-    name: formData.name,
-    project,
-    type: parseInt(formData.sourceType, 10),
-    timestamp_field: formData.timestampField,
-    created_timestamp_column: formData.createdTimestampColumn,
-    description: formData.description,
-    owner: formData.owner,
-    tags: Object.fromEntries(
-      formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
-    ),
-  };
-
-  const st = formData.sourceType;
-  if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) {
-    payload.file_options = { uri: formData.fileUri };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) {
-    payload.bigquery_options = {
-      table: formData.bigqueryTable,
-      query: formData.bigqueryQuery,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)) {
-    payload.snowflake_options = {
-      table: formData.snowflakeTable,
-      database: formData.snowflakeDatabase,
-      schema_: formData.snowflakeSchema,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) {
-    payload.redshift_options = {
-      table: formData.redshiftTable,
-      database: formData.redshiftDatabase,
-      schema_: formData.redshiftSchema,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) {
-    payload.kafka_options = {
-      kafka_bootstrap_servers: formData.kafkaBootstrapServers,
-      topic: formData.kafkaTopic,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) {
-    payload.spark_options = {
-      table: formData.sparkTable,
-      path: formData.sparkPath,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) {
-    payload.trino_options = {
-      table: formData.trinoTable,
-      query: formData.trinoQuery,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.BATCH_ATHENA)) {
-    payload.athena_options = {
-      table: formData.athenaTable,
-      query: formData.athenaQuery,
-      database: formData.athenaDatabase,
-      data_source: formData.athenaDataSource,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
-    payload.kinesis_options = {
-      region: formData.kinesisRegion,
-      stream_name: formData.kinesisStreamName,
-    };
-  } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) {
-    payload.custom_options = {
-      class_name: formData.customSourceClassName,
-      config: formData.customSourceConfig,
-    };
-  }
-
-  return payload;
-};
+import { feast } from "../../protos";
 
 const DataSourceOverviewTab = () => {
-  const { dataSourceName, projectName } = useParams();
+  const { dataSourceName } = useParams();
 
   const dsName = dataSourceName === undefined ? "" : dataSourceName;
   const { isLoading, isSuccess, isError, data, consumingFeatureViews } =
@@ -192,31 +38,6 @@ const DataSourceOverviewTab = () => {
         }, {})
       : undefined;
 
-  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
-  const [successMessage, setSuccessMessage] = useState<string | null>(null);
-  const [errorMessage, setErrorMessage] = useState<string | null>(null);
-  const applyDataSource = useApplyDataSource();
-
-  const handleEditSubmit = (formData: DataSourceFormData) => {
-    const payload = formDataToPayload(formData, projectName || "");
-    applyDataSource.mutate(payload as any, {
-      onSuccess: () => {
-        setIsEditModalOpen(false);
-        setErrorMessage(null);
-        setSuccessMessage(
-          `Data source "${formData.name}" updated successfully.`,
-        );
-        setTimeout(() => setSuccessMessage(null), 5000);
-      },
-      onError: (err: unknown) => {
-        // Error shown inside the modal via submitError prop
-        const message =
-          err instanceof Error ? err.message : "An unexpected error occurred.";
-        setErrorMessage(message);
-      },
-    });
-  };
-
   const spec = data?.spec || data;
   const sourceType = spec?.type;
 
@@ -231,39 +52,6 @@ const DataSourceOverviewTab = () => {
       {isError && <p>Error loading data source: {dataSourceName}</p>}
       {isSuccess && data && (
         <React.Fragment>
-          {successMessage && (
-            <>
-              <EuiCallOut
-                title={successMessage}
-                color="success"
-                iconType="check"
-                size="s"
-              />
-              <EuiSpacer size="m" />
-            </>
-          )}
-          {errorMessage && (
-            <>
-              <EuiCallOut
-                title={errorMessage}
-                color="danger"
-                iconType="alert"
-                size="s"
-              />
-              <EuiSpacer size="m" />
-            </>
-          )}
-          <EuiFlexGroup justifyContent="flexEnd">
-            <EuiFlexItem grow={false}>
-              <EuiButtonEmpty
-                iconType="pencil"
-                onClick={() => setIsEditModalOpen(true)}
-              >
-                Edit Data Source
-              </EuiButtonEmpty>
-            </EuiFlexItem>
-          </EuiFlexGroup>
-          <EuiSpacer size="s" />
           <EuiFlexGroup>
             <EuiFlexItem>
               <EuiFlexGroup>
@@ -275,6 +63,72 @@ const DataSourceOverviewTab = () => {
                     <EuiHorizontalRule margin="xs" />
                     {spec?.fileOptions || spec?.bigqueryOptions ? (
                       <BatchSourcePropertiesView batchSource={spec} />
+                    ) : String(sourceType) ===
+                      String(feast.core.DataSource.SourceType.BATCH_ICEBERG) ? (
+                      (() => {
+                        let cfg: any = {};
+                        try {
+                          cfg = JSON.parse(
+                            spec?.customOptions?.configuration || "{}",
+                          );
+                        } catch {
+                          /* ignore */
+                        }
+                        return (
+                          <EuiDescriptionList>
+                            <EuiDescriptionListTitle>
+                              Source Type
+                            </EuiDescriptionListTitle>
+                            <EuiDescriptionListDescription>
+                              Iceberg / Unity Catalog
+                            </EuiDescriptionListDescription>
+                            <EuiDescriptionListTitle>
+                              Catalog Type
+                            </EuiDescriptionListTitle>
+                            <EuiDescriptionListDescription>
+                              {cfg.catalog_type || "rest"}
+                            </EuiDescriptionListDescription>
+                            {cfg.endpoint && (
+                              <>
+                                <EuiDescriptionListTitle>
+                                  Endpoint
+                                </EuiDescriptionListTitle>
+                                <EuiDescriptionListDescription>
+                                  {cfg.endpoint}
+                                </EuiDescriptionListDescription>
+                              </>
+                            )}
+                            <EuiDescriptionListTitle>
+                              Warehouse
+                            </EuiDescriptionListTitle>
+                            <EuiDescriptionListDescription>
+                              {cfg.warehouse || "—"}
+                            </EuiDescriptionListDescription>
+                            <EuiDescriptionListTitle>
+                              Namespace
+                            </EuiDescriptionListTitle>
+                            <EuiDescriptionListDescription>
+                              {cfg.namespace || "—"}
+                            </EuiDescriptionListDescription>
+                            <EuiDescriptionListTitle>
+                              Table
+                            </EuiDescriptionListTitle>
+                            <EuiDescriptionListDescription>
+                              {cfg.table || "—"}
+                            </EuiDescriptionListDescription>
+                            {cfg.token_env_var && (
+                              <>
+                                <EuiDescriptionListTitle>
+                                  Token Env Variable
+                                </EuiDescriptionListTitle>
+                                <EuiDescriptionListDescription>
+                                  {cfg.token_env_var}
+                                </EuiDescriptionListDescription>
+                              </>
+                            )}
+                          </EuiDescriptionList>
+                        );
+                      })()
                     ) : sourceType ? (
                       <React.Fragment>
                         <EuiDescriptionList>
@@ -339,20 +193,6 @@ const DataSourceOverviewTab = () => {
           </EuiFlexGroup>
         </React.Fragment>
       )}
-
-      {isEditModalOpen && data && (
-        <DataSourceFormModal
-          onClose={() => {
-            setIsEditModalOpen(false);
-            setErrorMessage(null);
-          }}
-          onSubmit={handleEditSubmit}
-          initialData={buildEditFormData(data)}
-          isEdit
-          isSubmitting={applyDataSource.isLoading}
-          submitError={errorMessage}
-        />
-      )}
     </React.Fragment>
   );
 };
diff --git a/ui/src/pages/data-sources/Index.tsx b/ui/src/pages/data-sources/Index.tsx
index e041058f995..c8422d3943a 100644
--- a/ui/src/pages/data-sources/Index.tsx
+++ b/ui/src/pages/data-sources/Index.tsx
@@ -67,33 +67,53 @@ const formDataToPayload = (formData: DataSourceFormData, project: string) => {
 
   const st = formData.sourceType;
   if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) {
-    payload.file_options = { uri: formData.fileUri };
+    payload.file_options = {
+      uri: formData.fileUri,
+      file_format: formData.fileFormat || "parquet",
+      s3_endpoint_override: formData.fileS3EndpointOverride || "",
+    };
   } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) {
     payload.bigquery_options = {
       table: formData.bigqueryTable,
       query: formData.bigqueryQuery,
     };
+    if (formData.bigqueryDatePartitionColumn) {
+      payload.date_partition_column = formData.bigqueryDatePartitionColumn;
+    }
   } else if (st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)) {
     payload.snowflake_options = {
       table: formData.snowflakeTable,
       database: formData.snowflakeDatabase,
       schema_: formData.snowflakeSchema,
+      query: formData.snowflakeQuery || "",
+      warehouse: formData.snowflakeWarehouse || "",
     };
   } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) {
     payload.redshift_options = {
       table: formData.redshiftTable,
       database: formData.redshiftDatabase,
       schema_: formData.redshiftSchema,
+      query: formData.redshiftQuery || "",
     };
   } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) {
     payload.kafka_options = {
       kafka_bootstrap_servers: formData.kafkaBootstrapServers,
       topic: formData.kafkaTopic,
+      message_format: formData.kafkaMessageFormat || "json",
+      watermark_delay_threshold: formData.kafkaWatermarkDelay || "",
     };
   } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) {
     payload.spark_options = {
       table: formData.sparkTable,
       path: formData.sparkPath,
+      query: formData.sparkQuery || "",
+      file_format: formData.sparkFileFormat || "",
+      table_format: formData.sparkTableFormat || "",
+      table_format_catalog: formData.sparkTableFormatCatalog || "",
+      table_format_namespace: formData.sparkTableFormatNamespace || "",
+      table_format_properties: formData.sparkTableFormatProperties || "",
+      date_partition_column: formData.sparkDatePartitionColumn || "",
+      date_partition_column_format: formData.sparkDatePartitionFormat || "",
     };
   } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) {
     payload.trino_options = {
@@ -107,10 +127,32 @@ const formDataToPayload = (formData: DataSourceFormData, project: string) => {
       database: formData.athenaDatabase,
       data_source: formData.athenaDataSource,
     };
+    if (formData.athenaDatePartitionColumn) {
+      payload.date_partition_column = formData.athenaDatePartitionColumn;
+    }
+  } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) {
+    const catalogProps = formData.icebergCatalogProperties.trim()
+      ? JSON.parse(formData.icebergCatalogProperties)
+      : {};
+    payload.custom_options = {
+      configuration: JSON.stringify({
+        catalog_type: formData.icebergCatalogType || "rest",
+        endpoint: formData.icebergEndpoint,
+        warehouse: formData.icebergWarehouse,
+        namespace: formData.icebergNamespace,
+        table: formData.icebergTable,
+        token_env_var: formData.icebergTokenEnvVar || null,
+        credential_vending: formData.icebergCredentialVending !== "false",
+        catalog_properties: catalogProps,
+      }),
+    };
+    payload.data_source_class_type =
+      "feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source.IcebergSource";
   } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) {
     payload.kinesis_options = {
       region: formData.kinesisRegion,
       stream_name: formData.kinesisStreamName,
+      record_format: formData.kinesisRecordFormat || "json",
     };
   } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) {
     payload.custom_options = {
@@ -157,28 +199,54 @@ const Index = () => {
       createdTimestampColumn: "",
       tags: [] as { key: string; value: string }[],
       fileUri: "",
+      fileFormat: "parquet",
+      fileS3EndpointOverride: "",
       bigqueryTable: "",
       bigqueryQuery: "",
+      bigqueryDatePartitionColumn: "",
       snowflakeTable: "",
       snowflakeDatabase: "",
       snowflakeSchema: "",
+      snowflakeQuery: "",
+      snowflakeWarehouse: "",
       redshiftTable: "",
       redshiftDatabase: "",
       redshiftSchema: "",
+      redshiftQuery: "",
       kafkaBootstrapServers: "",
       kafkaTopic: "",
+      kafkaMessageFormat: "json",
+      kafkaWatermarkDelay: "",
       sparkTable: "",
       sparkPath: "",
+      sparkQuery: "",
+      sparkFileFormat: "parquet",
+      sparkTableFormat: "",
+      sparkTableFormatCatalog: "",
+      sparkTableFormatNamespace: "",
+      sparkTableFormatProperties: "",
+      sparkDatePartitionColumn: "",
+      sparkDatePartitionFormat: "%Y-%m-%d",
       kinesisRegion: "",
       kinesisStreamName: "",
+      kinesisRecordFormat: "json",
       trinoTable: "",
       trinoQuery: "",
       athenaTable: "",
       athenaQuery: "",
       athenaDatabase: "",
       athenaDataSource: "",
+      athenaDatePartitionColumn: "",
       customSourceClassName: "",
       customSourceConfig: "",
+      icebergCatalogType: "rest",
+      icebergEndpoint: "",
+      icebergWarehouse: "",
+      icebergNamespace: "",
+      icebergTable: "",
+      icebergTokenEnvVar: "",
+      icebergCredentialVending: "true",
+      icebergCatalogProperties: "",
       rayReaderType: "parquet",
       rayPath: "",
       rayReaderOptions: "",
@@ -189,8 +257,10 @@ const Index = () => {
       clickhouseQuery: "",
       mssqlTable: "",
       mssqlConnectionStr: "",
+      mssqlDatePartitionColumn: "",
       oracleTable: "",
       oracleConnectionStr: "",
+      oracleDatePartitionColumn: "",
       couchbaseDatabase: "",
       couchbaseScope: "",
       couchbaseCollection: "",
diff --git a/ui/src/pages/entities/EntityInstance.tsx b/ui/src/pages/entities/EntityInstance.tsx
index e3be0ef167f..4807568ce2c 100644
--- a/ui/src/pages/entities/EntityInstance.tsx
+++ b/ui/src/pages/entities/EntityInstance.tsx
@@ -1,31 +1,128 @@
-import React from "react";
+import React, { useState } from "react";
 import { Route, Routes, useNavigate, useParams } from "react-router-dom";
-import { EuiPageTemplate } from "@elastic/eui";
+import {
+  EuiPageTemplate,
+  EuiButton,
+  EuiButtonEmpty,
+  EuiConfirmModal,
+} from "@elastic/eui";
 
 import { EntityIcon } from "../../graphics/EntityIcon";
 import { useMatchExact } from "../../hooks/useMatchSubpath";
 import EntityOverviewTab from "./EntityOverviewTab";
 import { useDocumentTitle } from "../../hooks/useDocumentTitle";
+import EntityFormModal, {
+  EntityFormData,
+} from "../../components/EntityFormModal";
+import {
+  useApplyEntity,
+  useDeleteEntity,
+} from "../../queries/mutations/useEntityMutations";
+import useLoadEntity from "./useLoadEntity";
 import {
   useEntityCustomTabs,
   useEntityCustomTabRoutes,
 } from "../../custom-tabs/TabsRegistryContext";
+import { feast } from "../../protos";
+
+const buildEditFormData = (entity: feast.core.IEntity): EntityFormData => {
+  const tags = entity.spec?.tags
+    ? Object.entries(entity.spec.tags).map(([key, value]) => ({
+        key,
+        value: String(value),
+      }))
+    : [];
+
+  const joinKeys = entity.spec?.joinKey ? [entity.spec.joinKey] : [""];
+
+  return {
+    name: entity.spec?.name || "",
+    description: entity.spec?.description || "",
+    joinKeys,
+    valueType: String(entity.spec?.valueType ?? 0),
+    tags,
+  };
+};
 
 const EntityInstance = () => {
   const navigate = useNavigate();
-  let { entityName } = useParams();
+  let { entityName, projectName } = useParams();
 
   const { customNavigationTabs } = useEntityCustomTabs(navigate);
   const CustomTabRoutes = useEntityCustomTabRoutes();
 
   useDocumentTitle(`${entityName} | Entity | Feast`);
 
+  const { data } = useLoadEntity(entityName || "");
+  const applyEntity = useApplyEntity();
+  const deleteEntity = useDeleteEntity();
+
+  const [showDeleteConfirm, setShowDeleteConfirm] = useState(false);
+  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
+  const [editError, setEditError] = useState<string | null>(null);
+
+  const handleDelete = () => {
+    deleteEntity.mutate(
+      { name: entityName || "", project: projectName || "" },
+      {
+        onSuccess: () => {
+          navigate(`/p/${projectName}/entity`);
+        },
+      },
+    );
+  };
+
+  const handleEditSubmit = (formData: EntityFormData) => {
+    const payload = {
+      name: formData.name,
+      project: projectName || "",
+      join_key: formData.joinKeys[0] || formData.name,
+      value_type: parseInt(formData.valueType, 10),
+      description: formData.description,
+      tags: Object.fromEntries(
+        formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
+      ),
+      owner: "",
+    };
+    applyEntity.mutate(payload, {
+      onSuccess: () => {
+        setIsEditModalOpen(false);
+        setEditError(null);
+      },
+      onError: (err: unknown) => {
+        const message =
+          err instanceof Error ? err.message : "An unexpected error occurred.";
+        setEditError(message);
+      },
+    });
+  };
+
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Header
         restrictWidth
         iconType={EntityIcon}
         pageTitle={`Entity: ${entityName}`}
+        rightSideItems={[
+          <EuiButton
+            key="edit"
+            iconType="pencil"
+            onClick={() => {
+              setEditError(null);
+              setIsEditModalOpen(true);
+            }}
+          >
+            Edit
+          </EuiButton>,
+          <EuiButtonEmpty
+            key="delete"
+            color="danger"
+            iconType="trash"
+            onClick={() => setShowDeleteConfirm(true)}
+          >
+            Delete
+          </EuiButtonEmpty>,
+        ]}
         tabs={[
           {
             label: "Overview",
@@ -43,6 +140,37 @@ const EntityInstance = () => {
           {CustomTabRoutes}
         </Routes>
       </EuiPageTemplate.Section>
+
+      {showDeleteConfirm && (
+        <EuiConfirmModal
+          title={`Delete "${entityName}"?`}
+          onCancel={() => setShowDeleteConfirm(false)}
+          onConfirm={handleDelete}
+          cancelButtonText="Cancel"
+          confirmButtonText="Delete"
+          buttonColor="danger"
+          isLoading={deleteEntity.isLoading}
+        >
+          <p>
+            This will permanently remove the entity. This action cannot be
+            undone.
+          </p>
+        </EuiConfirmModal>
+      )}
+
+      {isEditModalOpen && data && (
+        <EntityFormModal
+          onClose={() => {
+            setIsEditModalOpen(false);
+            setEditError(null);
+          }}
+          onSubmit={handleEditSubmit}
+          initialData={buildEditFormData(data)}
+          isEdit
+          isSubmitting={applyEntity.isLoading}
+          submitError={editError}
+        />
+      )}
     </EuiPageTemplate>
   );
 };
diff --git a/ui/src/pages/entities/EntityOverviewTab.tsx b/ui/src/pages/entities/EntityOverviewTab.tsx
index 0304d9e6511..c590eeb3b8e 100644
--- a/ui/src/pages/entities/EntityOverviewTab.tsx
+++ b/ui/src/pages/entities/EntityOverviewTab.tsx
@@ -3,8 +3,6 @@ import {
   EuiHorizontalRule,
   EuiLoadingSpinner,
   EuiTitle,
-  EuiButtonEmpty,
-  EuiCallOut,
 } from "@elastic/eui";
 import {
   EuiPanel,
@@ -15,12 +13,9 @@ import {
   EuiDescriptionListTitle,
   EuiDescriptionListDescription,
 } from "@elastic/eui";
-import React, { useContext, useState } from "react";
+import React, { useContext } from "react";
 import { useParams } from "react-router-dom";
 import PermissionsDisplay from "../../components/PermissionsDisplay";
-import EntityFormModal, {
-  EntityFormData,
-} from "../../components/EntityFormModal";
 import TagsDisplay from "../../components/TagsDisplay";
 import RegistryPathContext from "../../contexts/RegistryPathContext";
 import { FEAST_FCO_TYPES } from "../../parsers/types";
@@ -28,30 +23,9 @@ import { FEAST_FCO_TYPES } from "../../parsers/types";
 import useLoadRegistry from "../../queries/useLoadRegistry";
 import { getEntityPermissions } from "../../utils/permissionUtils";
 import { toDate } from "../../utils/timestamp";
-import { feast } from "../../protos";
 import FeatureViewEdgesList from "./FeatureViewEdgesList";
 import useFeatureViewEdgesByEntity from "./useFeatureViewEdgesByEntity";
 import useLoadEntity from "./useLoadEntity";
-import { useApplyEntity } from "../../queries/mutations/useEntityMutations";
-
-const buildEditFormData = (entity: feast.core.IEntity): EntityFormData => {
-  const tags = entity.spec?.tags
-    ? Object.entries(entity.spec.tags).map(([key, value]) => ({
-        key,
-        value: String(value),
-      }))
-    : [];
-
-  const joinKeys = entity.spec?.joinKey ? [entity.spec.joinKey] : [""];
-
-  return {
-    name: entity.spec?.name || "",
-    description: entity.spec?.description || "",
-    joinKeys,
-    valueType: String(entity.spec?.valueType ?? 0),
-    tags,
-  };
-};
 
 const EntityOverviewTab = () => {
   let { entityName, projectName } = useParams();
@@ -75,39 +49,6 @@ const EntityOverviewTab = () => {
         }, {})
       : undefined;
 
-  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
-  const [successMessage, setSuccessMessage] = useState<string | null>(null);
-  const [errorMessage, setErrorMessage] = useState<string | null>(null);
-  const applyEntity = useApplyEntity();
-
-  const handleEditSubmit = (formData: EntityFormData) => {
-    const payload = {
-      name: formData.name,
-      project: projectName || "",
-      join_key: formData.joinKeys[0] || formData.name,
-      value_type: parseInt(formData.valueType, 10),
-      description: formData.description,
-      tags: Object.fromEntries(
-        formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
-      ),
-      owner: "",
-    };
-    applyEntity.mutate(payload, {
-      onSuccess: () => {
-        setIsEditModalOpen(false);
-        setErrorMessage(null);
-        setSuccessMessage(`Entity "${formData.name}" updated successfully.`);
-        setTimeout(() => setSuccessMessage(null), 5000);
-      },
-      onError: (err: unknown) => {
-        // Error shown inside the modal via submitError prop
-        const message =
-          err instanceof Error ? err.message : "An unexpected error occurred.";
-        setErrorMessage(message);
-      },
-    });
-  };
-
   return (
     <React.Fragment>
       {isLoading && (
@@ -119,39 +60,6 @@ const EntityOverviewTab = () => {
       {isError && <p>Error loading entity: {entityName}</p>}
       {isSuccess && data && (
         <React.Fragment>
-          {successMessage && (
-            <>
-              <EuiCallOut
-                title={successMessage}
-                color="success"
-                iconType="check"
-                size="s"
-              />
-              <EuiSpacer size="m" />
-            </>
-          )}
-          {errorMessage && (
-            <>
-              <EuiCallOut
-                title={errorMessage}
-                color="danger"
-                iconType="alert"
-                size="s"
-              />
-              <EuiSpacer size="m" />
-            </>
-          )}
-          <EuiFlexGroup justifyContent="flexEnd">
-            <EuiFlexItem grow={false}>
-              <EuiButtonEmpty
-                iconType="pencil"
-                onClick={() => setIsEditModalOpen(true)}
-              >
-                Edit Entity
-              </EuiButtonEmpty>
-            </EuiFlexItem>
-          </EuiFlexGroup>
-          <EuiSpacer size="s" />
           <EuiFlexGroup>
             <EuiFlexItem>
               <EuiPanel hasBorder={true}>
@@ -272,20 +180,6 @@ const EntityOverviewTab = () => {
           </EuiFlexGroup>
         </React.Fragment>
       )}
-
-      {isEditModalOpen && data && (
-        <EntityFormModal
-          onClose={() => {
-            setIsEditModalOpen(false);
-            setErrorMessage(null);
-          }}
-          onSubmit={handleEditSubmit}
-          initialData={buildEditFormData(data)}
-          isEdit
-          isSubmitting={applyEntity.isLoading}
-          submitError={errorMessage}
-        />
-      )}
     </React.Fragment>
   );
 };
diff --git a/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx b/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx
index a8080d0a68b..e2905f1fd02 100644
--- a/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx
+++ b/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx
@@ -2,28 +2,41 @@ import React from "react";
 import { EuiEmptyPrompt, EuiTitle, EuiLink, EuiButton } from "@elastic/eui";
 import FeastIconBlue from "../../graphics/FeastIconBlue";
 
-const FeatureServiceIndexEmptyState = () => {
+interface FeatureServiceIndexEmptyStateProps {
+  onCreate?: () => void;
+}
+
+const FeatureServiceIndexEmptyState: React.FC<
+  FeatureServiceIndexEmptyStateProps
+> = ({ onCreate }) => {
   return (
     <EuiEmptyPrompt
       iconType={FeastIconBlue}
       title={<h2>There are no feature services</h2>}
       body={
         <p>
-          This project does not have any Feature Services. Learn more about
-          creating Feature Services in Feast Docs.
+          Feature services group related features from one or more feature views
+          for training or online serving. Create your first feature service to
+          get started.
         </p>
       }
       actions={
-        <EuiButton
-          onClick={() => {
-            window.open(
-              "https://docs.feast.dev/getting-started/concepts/feature-retrieval#feature-services",
-              "_blank",
-            );
-          }}
-        >
-          Open Feature Services Docs
-        </EuiButton>
+        onCreate ? (
+          <EuiButton fill iconType="plus" onClick={onCreate}>
+            Create Feature Service
+          </EuiButton>
+        ) : (
+          <EuiButton
+            onClick={() => {
+              window.open(
+                "https://docs.feast.dev/getting-started/concepts/feature-retrieval#feature-services",
+                "_blank",
+              );
+            }}
+          >
+            Open Feature Services Docs
+          </EuiButton>
+        )
       }
       footer={
         <>
diff --git a/ui/src/pages/feature-services/FeatureServiceInstance.tsx b/ui/src/pages/feature-services/FeatureServiceInstance.tsx
index b88d2f4bdbf..4c16b383e94 100644
--- a/ui/src/pages/feature-services/FeatureServiceInstance.tsx
+++ b/ui/src/pages/feature-services/FeatureServiceInstance.tsx
@@ -1,11 +1,24 @@
-import React from "react";
+import React, { useState } from "react";
 import { Route, Routes, useNavigate, useParams } from "react-router-dom";
-import { EuiPageTemplate } from "@elastic/eui";
+import {
+  EuiPageTemplate,
+  EuiButton,
+  EuiButtonEmpty,
+  EuiConfirmModal,
+} from "@elastic/eui";
 
 import { FeatureServiceIcon } from "../../graphics/FeatureServiceIcon";
 import { useMatchExact } from "../../hooks/useMatchSubpath";
 import FeatureServiceOverviewTab from "./FeatureServiceOverviewTab";
 import { useDocumentTitle } from "../../hooks/useDocumentTitle";
+import FeatureServiceFormModal, {
+  FeatureServiceFormData,
+} from "../../components/FeatureServiceFormModal";
+import {
+  useApplyFeatureService,
+  useDeleteFeatureService,
+} from "../../queries/mutations/useFeatureServiceMutations";
+import useLoadFeatureService from "./useLoadFeatureService";
 
 import {
   useFeatureServiceCustomTabs,
@@ -14,19 +27,107 @@ import {
 
 const FeatureServiceInstance = () => {
   const navigate = useNavigate();
-  let { featureServiceName } = useParams();
+  let { featureServiceName, projectName } = useParams();
 
   useDocumentTitle(`${featureServiceName} | Feature Service | Feast`);
 
   const { customNavigationTabs } = useFeatureServiceCustomTabs(navigate);
   const CustomTabRoutes = useFeatureServiceCustomTabRoutes();
 
+  const { data } = useLoadFeatureService(featureServiceName || "");
+  const deleteFeatureService = useDeleteFeatureService();
+  const applyFeatureService = useApplyFeatureService();
+
+  const [showDeleteConfirm, setShowDeleteConfirm] = useState(false);
+  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
+  const [editError, setEditError] = useState<string | null>(null);
+
+  const handleDelete = () => {
+    deleteFeatureService.mutate(
+      { name: featureServiceName || "", project: projectName || "" },
+      {
+        onSuccess: () => {
+          navigate(`/p/${projectName}/feature-service`);
+        },
+      },
+    );
+  };
+
+  const buildInitialEditData = (): FeatureServiceFormData | undefined => {
+    if (!data?.spec) return undefined;
+    const spec = data.spec;
+    return {
+      name: spec.name || featureServiceName || "",
+      description: spec.description || "",
+      owner: spec.owner || "",
+      projections: (spec.features || []).map((proj: any) => ({
+        featureViewName: proj.featureViewName || "",
+        featureNames: (proj.featureColumns || [])
+          .map((col: any) => col.name)
+          .filter(Boolean),
+      })),
+      tags: Object.entries(spec.tags || {}).map(([key, value]) => ({
+        key,
+        value: value as string,
+      })),
+    };
+  };
+
+  const handleEditSubmit = (formData: FeatureServiceFormData) => {
+    const payload = {
+      name: formData.name,
+      project: projectName || "",
+      features: formData.projections.map((projection) => ({
+        feature_view_name: projection.featureViewName,
+        feature_names: projection.featureNames,
+      })),
+      description: formData.description,
+      owner: formData.owner,
+      tags: Object.fromEntries(
+        formData.tags
+          .filter((tag) => tag.key.trim())
+          .map((tag) => [tag.key, tag.value]),
+      ),
+    };
+    applyFeatureService.mutate(payload, {
+      onSuccess: () => {
+        setIsEditModalOpen(false);
+        setEditError(null);
+      },
+      onError: (err: unknown) => {
+        const message =
+          err instanceof Error ? err.message : "An unexpected error occurred.";
+        setEditError(message);
+      },
+    });
+  };
+
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Header
         restrictWidth
         iconType={FeatureServiceIcon}
         pageTitle={`Feature Service: ${featureServiceName}`}
+        rightSideItems={[
+          <EuiButton
+            key="edit"
+            iconType="pencil"
+            onClick={() => {
+              setEditError(null);
+              setIsEditModalOpen(true);
+            }}
+          >
+            Edit
+          </EuiButton>,
+          <EuiButtonEmpty
+            key="delete"
+            color="danger"
+            iconType="trash"
+            onClick={() => setShowDeleteConfirm(true)}
+          >
+            Delete
+          </EuiButtonEmpty>,
+        ]}
         tabs={[
           {
             label: "Overview",
@@ -44,6 +145,37 @@ const FeatureServiceInstance = () => {
           {CustomTabRoutes}
         </Routes>
       </EuiPageTemplate.Section>
+
+      {showDeleteConfirm && (
+        <EuiConfirmModal
+          title={`Delete "${featureServiceName}"?`}
+          onCancel={() => setShowDeleteConfirm(false)}
+          onConfirm={handleDelete}
+          cancelButtonText="Cancel"
+          confirmButtonText="Delete"
+          buttonColor="danger"
+          isLoading={deleteFeatureService.isLoading}
+        >
+          <p>
+            This will permanently remove the feature service. This action cannot
+            be undone.
+          </p>
+        </EuiConfirmModal>
+      )}
+
+      {isEditModalOpen && (
+        <FeatureServiceFormModal
+          onClose={() => {
+            setIsEditModalOpen(false);
+            setEditError(null);
+          }}
+          onSubmit={handleEditSubmit}
+          initialData={buildInitialEditData()}
+          isEdit={true}
+          isSubmitting={applyFeatureService.isLoading}
+          submitError={editError}
+        />
+      )}
     </EuiPageTemplate>
   );
 };
diff --git a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx
index 8dd8b299d74..c26b976e197 100644
--- a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx
+++ b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx
@@ -29,7 +29,6 @@ const FeatureServiceListingTable = ({
       name: "Name",
       field: "spec.name",
       render: (name: string, item: feast.core.IFeatureService) => {
-        // For "All Projects" view, link to the specific project
         const itemProject =
           item?.spec?.project || (item as any)?.project || projectName;
         return (
@@ -42,10 +41,12 @@ const FeatureServiceListingTable = ({
     {
       name: "# of Features",
       field: "spec.features",
-      render: (featureViews: feast.core.IFeatureViewProjection[]) => {
-        var numFeatures = 0;
-        featureViews.forEach((featureView) => {
-          numFeatures += featureView.featureColumns!.length;
+      render: (
+        featureViews: feast.core.IFeatureViewProjection[] | undefined,
+      ) => {
+        let numFeatures = 0;
+        (featureViews || []).forEach((featureView) => {
+          numFeatures += (featureView.featureColumns || []).length;
         });
         return numFeatures;
       },
@@ -59,7 +60,6 @@ const FeatureServiceListingTable = ({
     },
   ];
 
-  // Add Project column when viewing all projects
   if (projectName === "all") {
     columns.splice(1, 0, {
       name: "Project",
diff --git a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx
index bbea04a07bc..f1ac3c5e349 100644
--- a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx
+++ b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx
@@ -39,11 +39,12 @@ const FeatureServiceOverviewTab = () => {
   const labelProjections: any[] = [];
   if (data) {
     data?.spec?.features?.forEach((featureView: any) => {
+      const columnCount = (featureView?.featureColumns || []).length;
       if (featureView.viewType === "labelView") {
-        numLabels += featureView?.featureColumns!.length;
+        numLabels += columnCount;
         labelProjections.push(featureView);
       } else {
-        numFeatures += featureView?.featureColumns!.length;
+        numFeatures += columnCount;
         featureProjections.push(featureView);
       }
     });
diff --git a/ui/src/pages/feature-services/Index.tsx b/ui/src/pages/feature-services/Index.tsx
index 7a2744c7876..b50b6066a24 100644
--- a/ui/src/pages/feature-services/Index.tsx
+++ b/ui/src/pages/feature-services/Index.tsx
@@ -1,14 +1,15 @@
-import React from "react";
+import React, { useState } from "react";
 import { useParams } from "react-router-dom";
 
 import {
   EuiPageTemplate,
   EuiLoadingSpinner,
-  EuiTitle,
   EuiSpacer,
+  EuiTitle,
+  EuiFieldSearch,
   EuiFlexGroup,
   EuiFlexItem,
-  EuiFieldSearch,
+  EuiButton,
   EuiCallOut,
 } from "@elastic/eui";
 
@@ -25,10 +26,16 @@ import { useDocumentTitle } from "../../hooks/useDocumentTitle";
 import FeatureServiceIndexEmptyState from "./FeatureServiceIndexEmptyState";
 import TagSearch from "../../components/TagSearch";
 import ExportButton from "../../components/ExportButton";
+import FeatureServiceFormModal, {
+  FeatureServiceFormData,
+} from "../../components/FeatureServiceFormModal";
+import { useApplyFeatureService } from "../../queries/mutations/useFeatureServiceMutations";
 import { useFeatureServiceTagsAggregation } from "../../hooks/useTagsAggregation";
 import { feast } from "../../protos";
 import useResourceQuery, {
   featureServiceListPath,
+  featureViewListPath,
+  restFeatureViewsToMergedList,
 } from "../../queries/useResourceQuery";
 
 const useLoadFeatureServices = () => {
@@ -50,7 +57,7 @@ const shouldIncludeFSsGivenTokenGroups = (
 
     if (entryTagValue) {
       return values.every((value) => {
-        return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true; // Don't filter if the string is empty
+        return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true;
       });
     } else {
       return false;
@@ -84,11 +91,46 @@ const filterFn = (
   return filteredByTags;
 };
 
+const formDataToPayload = (
+  formData: FeatureServiceFormData,
+  project: string,
+) => ({
+  name: formData.name,
+  project,
+  features: formData.projections.map((projection) => ({
+    feature_view_name: projection.featureViewName,
+    feature_names: projection.featureNames,
+  })),
+  description: formData.description,
+  owner: formData.owner,
+  tags: Object.fromEntries(
+    formData.tags
+      .filter((tag) => tag.key.trim())
+      .map((tag) => [tag.key, tag.value]),
+  ),
+});
+
 const Index = () => {
+  const { projectName } = useParams();
   const { isLoading, isSuccess, isError, isPermissionDenied, data } =
     useLoadFeatureServices();
+  const isAllProjects = projectName === "all";
   const tagAggregationQuery = useFeatureServiceTagsAggregation();
 
+  const featureViewsQuery = useResourceQuery<any[]>({
+    resourceType: "feature-views-list-fs-prereq",
+    project: projectName,
+    restPath: featureViewListPath(projectName),
+    restSelect: restFeatureViewsToMergedList,
+    enabled: !isAllProjects,
+  });
+
+  const [isModalOpen, setIsModalOpen] = useState(false);
+  const [successMessage, setSuccessMessage] = useState<string | null>(null);
+  const [errorMessage, setErrorMessage] = useState<string | null>(null);
+  const [prereqWarning, setPrereqWarning] = useState<string | null>(null);
+  const applyFeatureService = useApplyFeatureService();
+
   useDocumentTitle(`Feature Services | Feast`);
 
   const { searchString, searchTokens, setSearchString } = useSearchQuery();
@@ -109,6 +151,40 @@ const Index = () => {
     ? filterFn(data, { tagTokenGroups, searchTokens })
     : data;
 
+  const handleCreateClick = () => {
+    const featureViews = featureViewsQuery.data || [];
+    if (featureViews.length === 0) {
+      setPrereqWarning(
+        "Feature services require at least one feature view. Create a feature view first, or proceed and add views later.",
+      );
+    } else {
+      setPrereqWarning(null);
+    }
+    setIsModalOpen(true);
+  };
+
+  const handleCreateSubmit = (formData: FeatureServiceFormData) => {
+    const payload = formDataToPayload(formData, projectName || "");
+    applyFeatureService.mutate(payload, {
+      onSuccess: () => {
+        setIsModalOpen(false);
+        setErrorMessage(null);
+        setPrereqWarning(null);
+        setSuccessMessage(
+          `Feature service "${formData.name}" created successfully.`,
+        );
+        setTimeout(() => setSuccessMessage(null), 5000);
+      },
+      onError: (err: unknown) => {
+        const message =
+          err instanceof Error ? err.message : "An unexpected error occurred.";
+        setErrorMessage(message);
+      },
+    });
+  };
+
+  const showEmptyState = isSuccess && (!data || data.length === 0);
+
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Header
@@ -116,14 +192,49 @@ const Index = () => {
         iconType={FeatureServiceIcon}
         pageTitle="Feature Services"
         rightSideItems={[
+          ...(isAllProjects
+            ? []
+            : [
+                <EuiButton
+                  fill
+                  iconType="plus"
+                  onClick={handleCreateClick}
+                  key="create"
+                >
+                  Create Feature Service
+                </EuiButton>,
+              ]),
           <ExportButton
             data={filterResult ?? []}
             fileName="feature_services"
             formats={["json"]}
+            key="export"
           />,
         ]}
       />
       <EuiPageTemplate.Section>
+        {successMessage && (
+          <>
+            <EuiCallOut
+              title={successMessage}
+              color="success"
+              iconType="check"
+              size="s"
+            />
+            <EuiSpacer size="m" />
+          </>
+        )}
+        {prereqWarning && !isModalOpen && (
+          <>
+            <EuiCallOut
+              title={prereqWarning}
+              color="warning"
+              iconType="alert"
+              size="s"
+            />
+            <EuiSpacer size="m" />
+          </>
+        )}
         {isLoading && (
           <p>
             <EuiLoadingSpinner size="m" /> Loading
@@ -137,8 +248,12 @@ const Index = () => {
         {isError && !isPermissionDenied && (
           <p>We encountered an error while loading.</p>
         )}
-        {isSuccess && !data && <FeatureServiceIndexEmptyState />}
-        {isSuccess && filterResult && (
+        {showEmptyState && (
+          <FeatureServiceIndexEmptyState
+            onCreate={isAllProjects ? undefined : handleCreateClick}
+          />
+        )}
+        {isSuccess && filterResult && filterResult.length > 0 && (
           <React.Fragment>
             <EuiFlexGroup>
               <EuiFlexItem grow={2}>
@@ -173,6 +288,18 @@ const Index = () => {
           </React.Fragment>
         )}
       </EuiPageTemplate.Section>
+
+      {isModalOpen && (
+        <FeatureServiceFormModal
+          onClose={() => {
+            setIsModalOpen(false);
+            setErrorMessage(null);
+          }}
+          onSubmit={handleCreateSubmit}
+          isSubmitting={applyFeatureService.isLoading}
+          submitError={errorMessage}
+        />
+      )}
     </EuiPageTemplate>
   );
 };
diff --git a/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx b/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx
index a3c831b315f..b800a861481 100644
--- a/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx
+++ b/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx
@@ -1,6 +1,12 @@
-import React, { useContext } from "react";
-import { Route, Routes, useNavigate } from "react-router-dom";
-import { EuiBadge, EuiPageTemplate } from "@elastic/eui";
+import React, { useContext, useState } from "react";
+import { Route, Routes, useNavigate, useParams } from "react-router-dom";
+import {
+  EuiBadge,
+  EuiButton,
+  EuiButtonEmpty,
+  EuiConfirmModal,
+  EuiPageTemplate,
+} from "@elastic/eui";
 
 import { FeatureViewIcon } from "../../graphics/FeatureViewIcon";
 
@@ -8,6 +14,13 @@ import { useMatchExact, useMatchSubpath } from "../../hooks/useMatchSubpath";
 import RegularFeatureViewOverviewTab from "./RegularFeatureViewOverviewTab";
 import FeatureViewLineageTab from "./FeatureViewLineageTab";
 import FeatureViewVersionsTab from "./FeatureViewVersionsTab";
+import FeatureViewFormModal, {
+  FeatureViewFormData,
+} from "../../components/FeatureViewFormModal";
+import {
+  useApplyFeatureView,
+  useDeleteFeatureView,
+} from "../../queries/mutations/useFeatureViewMutations";
 
 import {
   useRegularFeatureViewCustomTabs,
@@ -21,12 +34,69 @@ interface RegularFeatureInstanceProps {
   permissions?: any[];
 }
 
+const buildEditFormData = (
+  fv: feast.core.IFeatureView,
+): FeatureViewFormData => {
+  const tags = fv.spec?.tags
+    ? Object.entries(fv.spec.tags).map(([key, value]) => ({ key, value }))
+    : [];
+
+  const features = (fv.spec?.features || []).map((f) => ({
+    name: f.name || "",
+    valueType: String(f.valueType ?? 0),
+    description: f.description || "",
+  }));
+
+  let ttlValue = 0;
+  let ttlUnit = "seconds";
+  if (fv.spec?.ttl?.seconds) {
+    const secs =
+      typeof fv.spec.ttl.seconds === "number"
+        ? fv.spec.ttl.seconds
+        : ((fv.spec.ttl.seconds as any).toNumber?.() ?? 0);
+    if (secs > 0 && secs % 86400 === 0) {
+      ttlValue = secs / 86400;
+      ttlUnit = "days";
+    } else if (secs > 0 && secs % 3600 === 0) {
+      ttlValue = secs / 3600;
+      ttlUnit = "hours";
+    } else if (secs > 0 && secs % 60 === 0) {
+      ttlValue = secs / 60;
+      ttlUnit = "minutes";
+    } else {
+      ttlValue = secs;
+      ttlUnit = "seconds";
+    }
+  }
+
+  return {
+    name: fv.spec?.name || "",
+    description: fv.spec?.description || "",
+    owner: fv.spec?.owner || "",
+    entities: fv.spec?.entities || [],
+    features,
+    batchSource: fv.spec?.batchSource?.name || "",
+    ttlValue,
+    ttlUnit,
+    online: fv.spec?.online ?? true,
+    tags,
+  };
+};
+
+const TTL_UNITS: Record<string, number> = {
+  days: 86400,
+  hours: 3600,
+  minutes: 60,
+  seconds: 1,
+};
+
 const RegularFeatureInstance = ({
   data,
   permissions,
 }: RegularFeatureInstanceProps) => {
   const { enabledFeatureStatistics } = useContext(FeatureFlagsContext);
   const navigate = useNavigate();
+  const { projectName } = useParams();
 
   const { customNavigationTabs } = useRegularFeatureViewCustomTabs(navigate);
   let tabs = [
@@ -70,6 +140,56 @@ const RegularFeatureInstance = ({
 
   const TabRoutes = useRegularFeatureViewCustomTabRoutes();
 
+  const applyFeatureView = useApplyFeatureView();
+  const deleteFeatureView = useDeleteFeatureView();
+
+  const [showDeleteConfirm, setShowDeleteConfirm] = useState(false);
+  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
+  const [editError, setEditError] = useState<string | null>(null);
+
+  const handleDelete = () => {
+    deleteFeatureView.mutate(
+      { name: data?.spec?.name || "", project: projectName || "" },
+      {
+        onSuccess: () => {
+          navigate(`/p/${projectName}/feature-view`);
+        },
+      },
+    );
+  };
+
+  const handleEditSubmit = (formData: FeatureViewFormData) => {
+    const payload = {
+      name: formData.name,
+      project: projectName || "",
+      entities: formData.entities,
+      features: formData.features.map((f) => ({
+        name: f.name,
+        value_type: parseInt(f.valueType, 10),
+        description: f.description,
+      })),
+      batch_source: formData.batchSource,
+      ttl_seconds: formData.ttlValue * (TTL_UNITS[formData.ttlUnit] || 1),
+      online: formData.online,
+      description: formData.description,
+      owner: formData.owner,
+      tags: Object.fromEntries(
+        formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
+      ),
+    };
+    applyFeatureView.mutate(payload, {
+      onSuccess: () => {
+        setIsEditModalOpen(false);
+        setEditError(null);
+      },
+      onError: (err: unknown) => {
+        const message =
+          err instanceof Error ? err.message : "An unexpected error occurred.";
+        setEditError(message);
+      },
+    });
+  };
+
   return (
     <EuiPageTemplate panelled>
       <EuiPageTemplate.Header
@@ -86,6 +206,26 @@ const RegularFeatureInstance = ({
               )}
           </>
         }
+        rightSideItems={[
+          <EuiButton
+            key="edit"
+            iconType="pencil"
+            onClick={() => {
+              setEditError(null);
+              setIsEditModalOpen(true);
+            }}
+          >
+            Edit
+          </EuiButton>,
+          <EuiButtonEmpty
+            key="delete"
+            color="danger"
+            iconType="trash"
+            onClick={() => setShowDeleteConfirm(true)}
+          >
+            Delete
+          </EuiButtonEmpty>,
+        ]}
         tabs={tabs}
       />
       <EuiPageTemplate.Section>
@@ -112,6 +252,37 @@ const RegularFeatureInstance = ({
           {TabRoutes}
         </Routes>
       </EuiPageTemplate.Section>
+
+      {showDeleteConfirm && (
+        <EuiConfirmModal
+          title={`Delete "${data?.spec?.name}"?`}
+          onCancel={() => setShowDeleteConfirm(false)}
+          onConfirm={handleDelete}
+          cancelButtonText="Cancel"
+          confirmButtonText="Delete"
+          buttonColor="danger"
+          isLoading={deleteFeatureView.isLoading}
+        >
+          <p>
+            This will permanently remove the feature view. This action cannot be
+            undone.
+          </p>
+        </EuiConfirmModal>
+      )}
+
+      {isEditModalOpen && data && (
+        <FeatureViewFormModal
+          onClose={() => {
+            setIsEditModalOpen(false);
+            setEditError(null);
+          }}
+          onSubmit={handleEditSubmit}
+          initialData={buildEditFormData(data)}
+          isEdit
+          isSubmitting={applyFeatureView.isLoading}
+          submitError={editError}
+        />
+      )}
     </EuiPageTemplate>
   );
 };
diff --git a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
index 59614dd5334..e58e690c04e 100644
--- a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
+++ b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
@@ -1,7 +1,5 @@
 import {
   EuiBadge,
-  EuiButtonEmpty,
-  EuiCallOut,
   EuiFlexGroup,
   EuiFlexItem,
   EuiHorizontalRule,
@@ -12,13 +10,10 @@ import {
   EuiTitle,
   EuiToolTip,
 } from "@elastic/eui";
-import React, { useState } from "react";
+import React from "react";
 
 import { useNavigate, useParams } from "react-router-dom";
 import FeaturesListDisplay from "../../components/FeaturesListDisplay";
-import FeatureViewFormModal, {
-  FeatureViewFormData,
-} from "../../components/FeatureViewFormModal";
 import PermissionsDisplay from "../../components/PermissionsDisplay";
 import TagsDisplay from "../../components/TagsDisplay";
 import { encodeSearchQueryString } from "../../hooks/encodeSearchQueryString";
@@ -26,7 +21,6 @@ import { EntityRelation } from "../../parsers/parseEntityRelationships";
 import { FEAST_FCO_TYPES } from "../../parsers/types";
 import useLoadRelationshipData from "../../queries/useLoadRelationshipsData";
 import useLoadFeatureUsage from "../../queries/useLoadFeatureUsage";
-import { useApplyFeatureView } from "../../queries/mutations/useFeatureViewMutations";
 import { getEntityPermissions } from "../../utils/permissionUtils";
 import BatchSourcePropertiesView from "../data-sources/BatchSourcePropertiesView";
 import ConsumingFeatureServicesList from "./ConsumingFeatureServicesList";
@@ -48,55 +42,6 @@ interface RegularFeatureViewOverviewTabProps {
   permissions?: any[];
 }
 
-const buildEditFormData = (
-  fv: feast.core.IFeatureView,
-): FeatureViewFormData => {
-  const tags = fv.spec?.tags
-    ? Object.entries(fv.spec.tags).map(([key, value]) => ({ key, value }))
-    : [];
-
-  const features = (fv.spec?.features || []).map((f) => ({
-    name: f.name || "",
-    valueType: String(f.valueType ?? 0),
-    description: f.description || "",
-  }));
-
-  let ttlValue = 0;
-  let ttlUnit = "seconds";
-  if (fv.spec?.ttl?.seconds) {
-    const secs =
-      typeof fv.spec.ttl.seconds === "number"
-        ? fv.spec.ttl.seconds
-        : ((fv.spec.ttl.seconds as any).toNumber?.() ?? 0);
-    if (secs > 0 && secs % 86400 === 0) {
-      ttlValue = secs / 86400;
-      ttlUnit = "days";
-    } else if (secs > 0 && secs % 3600 === 0) {
-      ttlValue = secs / 3600;
-      ttlUnit = "hours";
-    } else if (secs > 0 && secs % 60 === 0) {
-      ttlValue = secs / 60;
-      ttlUnit = "minutes";
-    } else {
-      ttlValue = secs;
-      ttlUnit = "seconds";
-    }
-  }
-
-  return {
-    name: fv.spec?.name || "",
-    description: fv.spec?.description || "",
-    owner: fv.spec?.owner || "",
-    entities: fv.spec?.entities || [],
-    features,
-    batchSource: fv.spec?.batchSource?.name || "",
-    ttlValue,
-    ttlUnit,
-    online: fv.spec?.online ?? true,
-    tags,
-  };
-};
-
 const RegularFeatureViewOverviewTab = ({
   data,
   permissions,
@@ -118,55 +63,6 @@ const RegularFeatureViewOverviewTab = ({
     : [];
   const numOfFs = fsNames.length;
 
-  const [isEditModalOpen, setIsEditModalOpen] = useState(false);
-  const [successMessage, setSuccessMessage] = useState<string | null>(null);
-  const [errorMessage, setErrorMessage] = useState<string | null>(null);
-  const applyFeatureView = useApplyFeatureView();
-
-  const TTL_UNITS: Record<string, number> = {
-    days: 86400,
-    hours: 3600,
-    minutes: 60,
-    seconds: 1,
-  };
-
-  const handleEditSubmit = (formData: FeatureViewFormData) => {
-    const payload = {
-      name: formData.name,
-      project: projectName || "",
-      entities: formData.entities,
-      features: formData.features.map((f) => ({
-        name: f.name,
-        value_type: parseInt(f.valueType, 10),
-        description: f.description,
-      })),
-      batch_source: formData.batchSource,
-      ttl_seconds: formData.ttlValue * (TTL_UNITS[formData.ttlUnit] || 1),
-      online: formData.online,
-      description: formData.description,
-      owner: formData.owner,
-      tags: Object.fromEntries(
-        formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]),
-      ),
-    };
-    applyFeatureView.mutate(payload, {
-      onSuccess: () => {
-        setIsEditModalOpen(false);
-        setErrorMessage(null);
-        setSuccessMessage(
-          `Feature view "${formData.name}" updated successfully.`,
-        );
-        setTimeout(() => setSuccessMessage(null), 5000);
-      },
-      onError: (err: unknown) => {
-        // Error shown inside the modal via submitError prop
-        const message =
-          err instanceof Error ? err.message : "An unexpected error occurred.";
-        setErrorMessage(message);
-      },
-    });
-  };
-
   const fvUsage = usageData?.feature_usage?.[fvName];
   const runCount = fvUsage?.run_count ?? 0;
   const lastUsed = fvUsage?.last_used ?? null;
@@ -175,39 +71,6 @@ const RegularFeatureViewOverviewTab = ({
 
   return (
     <React.Fragment>
-      {successMessage && (
-        <>
-          <EuiCallOut
-            title={successMessage}
-            color="success"
-            iconType="check"
-            size="s"
-          />
-          <EuiSpacer size="m" />
-        </>
-      )}
-      {errorMessage && (
-        <>
-          <EuiCallOut
-            title={errorMessage}
-            color="danger"
-            iconType="alert"
-            size="s"
-          />
-          <EuiSpacer size="m" />
-        </>
-      )}
-      <EuiFlexGroup justifyContent="flexEnd">
-        <EuiFlexItem grow={false}>
-          <EuiButtonEmpty
-            iconType="pencil"
-            onClick={() => setIsEditModalOpen(true)}
-          >
-            Edit Feature View
-          </EuiButtonEmpty>
-        </EuiFlexItem>
-      </EuiFlexGroup>
-      <EuiSpacer size="s" />
       <EuiFlexGroup>
         <EuiFlexItem>
           <EuiStat title={`${numOfFs}`} description="Consuming Services" />
@@ -373,20 +236,6 @@ const RegularFeatureViewOverviewTab = ({
           })}
         </React.Fragment>
       </EuiPanel>
-
-      {isEditModalOpen && data && (
-        <FeatureViewFormModal
-          onClose={() => {
-            setIsEditModalOpen(false);
-            setErrorMessage(null);
-          }}
-          onSubmit={handleEditSubmit}
-          initialData={buildEditFormData(data)}
-          isEdit
-          isSubmitting={applyFeatureView.isLoading}
-          submitError={errorMessage}
-        />
-      )}
     </React.Fragment>
   );
 };
diff --git a/ui/src/pages/feature-views/components/FeatureViewProjectionDisplayPanel.tsx b/ui/src/pages/feature-views/components/FeatureViewProjectionDisplayPanel.tsx
index a80f8039e19..4abb5d02f75 100644
--- a/ui/src/pages/feature-views/components/FeatureViewProjectionDisplayPanel.tsx
+++ b/ui/src/pages/feature-views/components/FeatureViewProjectionDisplayPanel.tsx
@@ -51,7 +51,7 @@ const FeatureViewProjectionDisplayPanel = (
       <EuiSpacer size="s" />
       <EuiBasicTable
         columns={columns}
-        items={featureViewProjection?.featureColumns!}
+        items={featureViewProjection?.featureColumns || []}
       />
     </EuiPanel>
   );
diff --git a/ui/src/pages/lineage/Index.tsx b/ui/src/pages/lineage/Index.tsx
index 40bf7f83afc..ec813e37d09 100644
--- a/ui/src/pages/lineage/Index.tsx
+++ b/ui/src/pages/lineage/Index.tsx
@@ -6,6 +6,11 @@ import {
   EuiSkeletonText,
   EuiEmptyPrompt,
   EuiButtonGroup,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiSelect,
+  EuiFormRow,
+  EuiSwitch,
 } from "@elastic/eui";
 
 import { useDocumentTitle } from "../../hooks/useDocumentTitle";
@@ -14,13 +19,18 @@ import RegistryPathContext from "../../contexts/RegistryPathContext";
 import RegistryVisualizationTab from "../../components/RegistryVisualizationTab";
 import { LineageGraph } from "../../components/OpenLineageGraph";
 import LineageEventsList from "../../components/LineageEventsList";
-import { useLoadOpenLineageGraph } from "../../queries/useLoadOpenLineageGraph";
+import LineageJobsList from "../../components/LineageJobsList";
+import {
+  useLoadOpenLineageGraph,
+  useLoadNamespaces,
+} from "../../queries/useLoadOpenLineageGraph";
 import { useParams } from "react-router-dom";
 
-type ActiveTab = "lineage" | "events";
+type ActiveTab = "lineage" | "jobs" | "events";
 
 const tabButtons = [
   { id: "lineage", label: "Lineage" },
+  { id: "jobs", label: "Jobs" },
   { id: "events", label: "Events" },
 ];
 
@@ -34,13 +44,27 @@ const LineagePage = () => {
   );
 
   const [activeTab, setActiveTab] = useState<ActiveTab>("lineage");
-  const [registryOnly, setRegistryOnly] = useState(false);
+  const [registryOnly, setRegistryOnly] = useState<boolean | null>(null);
+  const [selectedNamespace, setSelectedNamespace] = useState("");
+
+  const { data: nsData } = useLoadNamespaces();
+  const namespaces = nsData?.namespaces || [];
 
-  const olGraphQuery = useLoadOpenLineageGraph();
+  const olGraphQuery = useLoadOpenLineageGraph({
+    namespace: selectedNamespace || undefined,
+  });
 
   const olConsumerAvailable =
     !olGraphQuery.isError && olGraphQuery.data !== undefined;
 
+  const olHasData =
+    olConsumerAvailable &&
+    olGraphQuery.data != null &&
+    (olGraphQuery.data.nodes?.length ?? 0) > 0;
+
+  const effectiveRegistryOnly =
+    registryOnly !== null ? registryOnly : !olHasData;
+
   if (projectName === "all") {
     return (
       <EuiPageTemplate panelled>
@@ -103,56 +127,84 @@ const LineagePage = () => {
           <>
             {olConsumerAvailable ? (
               <>
-                <EuiButtonGroup
-                  legend="Select lineage tab"
-                  options={tabButtons}
-                  idSelected={activeTab}
-                  onChange={(id) => setActiveTab(id as ActiveTab)}
-                  buttonSize="m"
-                  isFullWidth={false}
-                />
+                <EuiFlexGroup
+                  alignItems="center"
+                  justifyContent="spaceBetween"
+                  gutterSize="l"
+                  responsive={false}
+                >
+                  <EuiFlexItem grow={false}>
+                    {!effectiveRegistryOnly && (
+                      <EuiFlexGroup
+                        alignItems="center"
+                        gutterSize="l"
+                        responsive={false}
+                      >
+                        <EuiFlexItem grow={false}>
+                          <EuiButtonGroup
+                            legend="Select lineage tab"
+                            options={tabButtons}
+                            idSelected={activeTab}
+                            onChange={(id) => setActiveTab(id as ActiveTab)}
+                            buttonSize="m"
+                            isFullWidth={false}
+                          />
+                        </EuiFlexItem>
+                        {namespaces.length > 1 && (
+                          <EuiFlexItem grow={false} style={{ width: 240 }}>
+                            <EuiFormRow
+                              label="Namespace"
+                              display="columnCompressed"
+                            >
+                              <EuiSelect
+                                options={[
+                                  { value: "", text: "All namespaces" },
+                                  ...namespaces.map((ns) => ({
+                                    value: ns,
+                                    text: ns,
+                                  })),
+                                ]}
+                                value={selectedNamespace}
+                                onChange={(e) =>
+                                  setSelectedNamespace(e.target.value)
+                                }
+                                aria-label="Filter by namespace"
+                              />
+                            </EuiFormRow>
+                          </EuiFlexItem>
+                        )}
+                      </EuiFlexGroup>
+                    )}
+                  </EuiFlexItem>
+                  <EuiFlexItem grow={false}>
+                    <EuiSwitch
+                      label="Feast registry lineage"
+                      checked={effectiveRegistryOnly}
+                      onChange={(e) => setRegistryOnly(e.target.checked)}
+                      compressed
+                    />
+                  </EuiFlexItem>
+                </EuiFlexGroup>
                 <EuiSpacer size="l" />
 
-                {activeTab === "lineage" && (
+                {effectiveRegistryOnly ? (
+                  <RegistryVisualizationTab />
+                ) : (
                   <>
-                    {registryOnly ? (
-                      <RegistryVisualizationTab
-                        feastOnlyCheckbox={
-                          <label>
-                            <input
-                              type="checkbox"
-                              checked={registryOnly}
-                              onChange={(e) =>
-                                setRegistryOnly(e.target.checked)
-                              }
-                            />
-                            {" Feast Only Lineage"}
-                          </label>
-                        }
-                      />
-                    ) : (
+                    {activeTab === "lineage" && (
                       <LineageGraph
+                        viewMode="lineage"
                         olData={olGraphQuery.data}
                         olLoading={olGraphQuery.isLoading}
                         olError={olGraphQuery.isError}
-                        feastOnlyCheckbox={
-                          <label>
-                            <input
-                              type="checkbox"
-                              checked={registryOnly}
-                              onChange={(e) =>
-                                setRegistryOnly(e.target.checked)
-                              }
-                            />
-                            {" Feast Only Lineage"}
-                          </label>
-                        }
                       />
                     )}
+
+                    {activeTab === "jobs" && <LineageJobsList />}
+
+                    {activeTab === "events" && <LineageEventsList />}
                   </>
                 )}
-
-                {activeTab === "events" && <LineageEventsList />}
               </>
             ) : (
               <RegistryVisualizationTab />
diff --git a/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx b/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx
index a3be0bae8df..88a9d3e0201 100644
--- a/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx
+++ b/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx
@@ -69,6 +69,21 @@ const STORAGE_TYPES = [
   { value: "spark", label: "Spark", placeholder: "s3://bucket/path/" },
   { value: "trino", label: "Trino", placeholder: "catalog.schema.table" },
   { value: "athena", label: "Athena", placeholder: "database.table" },
+  {
+    value: "postgres",
+    label: "PostgreSQL",
+    placeholder: "schema.table_name",
+  },
+  {
+    value: "clickhouse",
+    label: "ClickHouse",
+    placeholder: "database.table_name",
+  },
+  {
+    value: "couchbase",
+    label: "Couchbase Columnar",
+    placeholder: "database.scope.collection",
+  },
 ];
 
 const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
@@ -103,8 +118,12 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
 
   // Step 3: Storage & metadata
   const [datasetName, setDatasetName] = useState("");
+  const [namespace, setNamespace] = useState("");
+  const [collection, setCollection] = useState("");
+  const [description, setDescription] = useState("");
   const [storageType, setStorageType] = useState("file");
   const [storagePath, setStoragePath] = useState("");
+  const [storageFileFormat, setStorageFileFormat] = useState("parquet");
   const [tags, setTags] = useState<TagEntry[]>([]);
   const [allowOverwrite] = useState(false);
 
@@ -199,6 +218,11 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
       if (dsType === 7) detectedTypes.add("spark");
       if (dsType === 8) detectedTypes.add("trino");
       if (dsType === 9) detectedTypes.add("athena");
+      const classType =
+        spec.dataSourceClassType || ds.dataSourceClassType || "";
+      if (classType.includes("postgres")) detectedTypes.add("postgres");
+      if (classType.includes("clickhouse")) detectedTypes.add("clickhouse");
+      if (classType.includes("couchbase")) detectedTypes.add("couchbase");
     }
 
     // Always include file as a fallback
@@ -256,6 +280,8 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
         project: projectName || "",
         storage_type: storageType,
         storage_path: storagePath.trim(),
+        storage_file_format:
+          storageType === "spark" ? storageFileFormat : undefined,
         entity_source_type: entitySourceType,
         allow_overwrite: allowOverwrite,
         tags: tags.reduce(
@@ -268,6 +294,10 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
         ),
       };
 
+      if (namespace.trim()) payload.namespace = namespace.trim();
+      if (collection.trim()) payload.collection = collection.trim();
+      if (description.trim()) payload.description = description.trim();
+
       if (featureMode === "service" && selectedService.length > 0) {
         payload.feature_service_name = selectedService[0].label;
       } else if (featureMode === "individual" && selectedFeatures.length > 0) {
@@ -562,6 +592,47 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
         />
       </EuiFormRow>
 
+      <EuiFormRow
+        label="Description (optional)"
+        helpText="Brief description of this dataset."
+      >
+        <EuiFieldText
+          value={description}
+          onChange={(e) => setDescription(e.target.value)}
+          placeholder="e.g. Training data for driver fraud model"
+          fullWidth
+        />
+      </EuiFormRow>
+
+      <EuiFlexGroup gutterSize="m">
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Namespace (optional)"
+            helpText="Top-level grouping (e.g. fraud, underwriting)."
+          >
+            <EuiFieldText
+              value={namespace}
+              onChange={(e) => setNamespace(e.target.value)}
+              placeholder="e.g. fraud"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Collection (optional)"
+            helpText="Sub-grouping within namespace (e.g. raw, curated)."
+          >
+            <EuiFieldText
+              value={collection}
+              onChange={(e) => setCollection(e.target.value)}
+              placeholder="e.g. training"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+
+      <EuiSpacer size="m" />
+
       <EuiFlexGroup gutterSize="m">
         <EuiFlexItem grow={1}>
           <EuiFormRow label="Storage Type">
@@ -588,6 +659,44 @@ const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => {
         </EuiFlexItem>
       </EuiFlexGroup>
 
+      {storageType === "spark" && (
+        <>
+          <EuiSpacer size="s" />
+          <EuiFormRow
+            label="File Format"
+            helpText="Required for Spark path-based storage. Specifies the output file format."
+          >
+            <EuiSuperSelect
+              options={[
+                {
+                  value: "parquet",
+                  inputDisplay: "Parquet",
+                  dropdownDisplay: <strong>Parquet</strong>,
+                },
+                {
+                  value: "avro",
+                  inputDisplay: "Avro",
+                  dropdownDisplay: <strong>Avro</strong>,
+                },
+                {
+                  value: "csv",
+                  inputDisplay: "CSV",
+                  dropdownDisplay: <strong>CSV</strong>,
+                },
+                {
+                  value: "json",
+                  inputDisplay: "JSON",
+                  dropdownDisplay: <strong>JSON</strong>,
+                },
+              ]}
+              valueOfSelected={storageFileFormat}
+              onChange={setStorageFileFormat}
+              fullWidth
+            />
+          </EuiFormRow>
+        </>
+      )}
+
       <EuiSpacer size="m" />
       <TagsEditor tags={tags} onChange={setTags} />
 
diff --git a/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx b/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx
new file mode 100644
index 00000000000..bcb2bd844a5
--- /dev/null
+++ b/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx
@@ -0,0 +1,846 @@
+import React, { useCallback, useMemo, useState } from "react";
+import {
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiPanel,
+  EuiTitle,
+  EuiText,
+  EuiBadge,
+  EuiSpacer,
+  EuiIcon,
+  EuiBreadcrumbs,
+  EuiEmptyPrompt,
+  EuiTreeView,
+  EuiToolTip,
+  EuiButtonIcon,
+  EuiCopy,
+} from "@elastic/eui";
+import type { Node as EuiTreeNode } from "@elastic/eui/src/components/tree_view/tree_view";
+import { useNavigate, useParams } from "react-router-dom";
+
+/* ────────────────────────── types ────────────────────────── */
+
+interface BrowsePath {
+  namespace?: string;
+  collection?: string;
+}
+
+interface DatasetCatalogBrowserProps {
+  datasets: any[];
+  onDelete?: (name: string) => void;
+}
+
+/* ──────────────────── hierarchy builder ──────────────────── */
+
+function buildHierarchy(datasets: any[]) {
+  const tree: Record<string, Record<string, any[]>> = {};
+  for (const ds of datasets) {
+    const ns = ds.spec?.namespace || "";
+    const col = ds.spec?.collection || "";
+    if (!tree[ns]) tree[ns] = {};
+    if (!tree[ns][col]) tree[ns][col] = [];
+    tree[ns][col].push(ds);
+  }
+  return tree;
+}
+
+/* ──────────────────── colors ──────────────────── */
+
+const NS_COLOR = "#0077CC";
+const COL_COLOR = "#8B5CF6";
+
+const STORAGE_TYPE_CONFIG: Record<
+  string,
+  { label: string; color: string; icon: string }
+> = {
+  file: { label: "File", color: "#4CAF50", icon: "document" },
+  bigquery: { label: "BigQuery", color: "#4285F4", icon: "storage" },
+  snowflake: { label: "Snowflake", color: "#29B5E8", icon: "snowflake" },
+  redshift: { label: "Redshift", color: "#205B97", icon: "compute" },
+  spark: { label: "Spark", color: "#E25A1C", icon: "bolt" },
+  trino: { label: "Trino", color: "#DD00A1", icon: "database" },
+  athena: { label: "Athena", color: "#8C4FFF", icon: "database" },
+  custom: { label: "Custom", color: "#607D8B", icon: "gear" },
+  unknown: { label: "Storage", color: "#98A2B3", icon: "database" },
+};
+
+function detectStorageType(dataset: any): string {
+  const storage = dataset?.spec?.storage;
+  if (!storage) return "unknown";
+  if (storage.fileStorage) return "file";
+  if (storage.bigqueryStorage) return "bigquery";
+  if (storage.snowflakeStorage) return "snowflake";
+  if (storage.redshiftStorage) return "redshift";
+  if (storage.sparkStorage) return "spark";
+  if (storage.trinoStorage) return "trino";
+  if (storage.athenaStorage) return "athena";
+  if (storage.customStorage) return "custom";
+  return "unknown";
+}
+
+function extractStoragePath(dataset: any): string | undefined {
+  const storage = dataset?.spec?.storage;
+  if (!storage) return undefined;
+  if (storage.fileStorage?.uri) return storage.fileStorage.uri;
+  if (storage.bigqueryStorage?.table) return storage.bigqueryStorage.table;
+  if (storage.snowflakeStorage?.table) return storage.snowflakeStorage.table;
+  if (storage.redshiftStorage?.table) return storage.redshiftStorage.table;
+  if (storage.sparkStorage?.path) return storage.sparkStorage.path;
+  if (storage.sparkStorage?.table) return storage.sparkStorage.table;
+  if (storage.trinoStorage?.table) return storage.trinoStorage.table;
+  if (storage.athenaStorage?.table) return storage.athenaStorage.table;
+  if (storage.customStorage?.configuration)
+    return storage.customStorage.configuration;
+  return undefined;
+}
+
+function truncatePath(path: string, maxLen: number = 42): string {
+  if (path.length <= maxLen) return path;
+  return `${path.slice(0, 18)}...${path.slice(-20)}`;
+}
+
+function getRelativeTime(date: Date): string {
+  const diffMs = Date.now() - date.getTime();
+  const diffDays = Math.floor(diffMs / 86400000);
+  if (diffDays === 0) return "Today";
+  if (diffDays === 1) return "Yesterday";
+  if (diffDays < 7) return `${diffDays}d ago`;
+  if (diffDays < 30) return `${Math.floor(diffDays / 7)}w ago`;
+  if (diffDays < 365) return `${Math.floor(diffDays / 30)}mo ago`;
+  return `${Math.floor(diffDays / 365)}y ago`;
+}
+
+/* ──────────────────── tile: dataset card ──────────────────── */
+
+const DatasetCard: React.FC<{
+  dataset: any;
+  onNavigate: () => void;
+  onDelete?: (name: string) => void;
+}> = ({ dataset, onNavigate, onDelete }) => {
+  const [isHovered, setIsHovered] = useState(false);
+  const spec = dataset.spec || {};
+  const meta = dataset.meta || {};
+  const name = spec.name || "unknown";
+  const features = spec.features || [];
+  const joinKeys = spec.joinKeys || spec.join_keys || [];
+  const tags = spec.tags || {};
+  const description = spec.description || "";
+  const featureServiceName =
+    spec.featureServiceName || spec.feature_service_name;
+  const createdTimestamp = meta.createdTimestamp || meta.created_timestamp;
+  const storagePath = extractStoragePath(dataset);
+  const storageType = detectStorageType(dataset);
+  const storageInfo =
+    STORAGE_TYPE_CONFIG[storageType] || STORAGE_TYPE_CONFIG.unknown;
+
+  const formattedDate = createdTimestamp
+    ? new Date(createdTimestamp).toLocaleDateString("en-US", {
+        month: "short",
+        day: "numeric",
+        year: "numeric",
+      })
+    : null;
+  const relativeTime = createdTimestamp
+    ? getRelativeTime(new Date(createdTimestamp))
+    : null;
+
+  const codeSnippet = `dataset = store.get_saved_dataset("${name}")\ndf = dataset.to_df()`;
+
+  return (
+    <EuiFlexItem grow={false} style={{ width: 360, minWidth: 300 }}>
+      <EuiPanel
+        hasBorder
+        hasShadow={isHovered}
+        paddingSize="l"
+        onMouseEnter={() => setIsHovered(true)}
+        onMouseLeave={() => setIsHovered(false)}
+        onClick={onNavigate}
+        style={{
+          height: "100%",
+          display: "flex",
+          flexDirection: "column",
+          transition: "all 0.2s ease",
+          transform: isHovered ? "translateY(-2px)" : "none",
+          borderTop: `3px solid ${storageInfo.color}`,
+          cursor: "pointer",
+        }}
+      >
+        {/* Header */}
+        <EuiFlexGroup
+          justifyContent="spaceBetween"
+          alignItems="center"
+          responsive={false}
+          gutterSize="s"
+        >
+          <EuiFlexItem grow={false} style={{ minWidth: 0 }}>
+            <EuiTitle size="xs">
+              <h3
+                style={{
+                  overflow: "hidden",
+                  textOverflow: "ellipsis",
+                  whiteSpace: "nowrap",
+                  margin: 0,
+                }}
+              >
+                {name}
+              </h3>
+            </EuiTitle>
+          </EuiFlexItem>
+          <EuiFlexItem grow={false}>
+            <EuiBadge color={storageInfo.color} iconType={storageInfo.icon}>
+              {storageInfo.label}
+            </EuiBadge>
+          </EuiFlexItem>
+        </EuiFlexGroup>
+
+        {/* Description */}
+        {description && (
+          <EuiText size="xs" color="subdued" style={{ marginTop: 4 }}>
+            <p style={{ margin: 0, lineHeight: 1.4 }}>{description}</p>
+          </EuiText>
+        )}
+
+        <EuiSpacer size="m" />
+
+        {/* Storage path */}
+        {storagePath && (
+          <EuiToolTip content={storagePath} position="bottom">
+            <EuiText size="xs" color="subdued">
+              <EuiIcon type="folderOpen" size="s" />{" "}
+              <code style={{ fontSize: "11px" }}>
+                {truncatePath(storagePath)}
+              </code>
+            </EuiText>
+          </EuiToolTip>
+        )}
+
+        <EuiSpacer size="m" />
+
+        {/* Metrics */}
+        <EuiFlexGroup gutterSize="l" responsive={false} wrap>
+          <EuiFlexItem grow={false}>
+            <EuiText size="xs" color="subdued">
+              Features
+            </EuiText>
+            <EuiText size="s">
+              <strong>{features.length}</strong>
+            </EuiText>
+          </EuiFlexItem>
+          <EuiFlexItem grow={false}>
+            <EuiText size="xs" color="subdued">
+              Retrieval Keys
+            </EuiText>
+            <EuiText size="s">
+              <strong>{joinKeys.length}</strong>
+            </EuiText>
+          </EuiFlexItem>
+          {featureServiceName && (
+            <EuiFlexItem grow={false}>
+              <EuiText size="xs" color="subdued">
+                Service
+              </EuiText>
+              <EuiText size="s">
+                <strong>{featureServiceName}</strong>
+              </EuiText>
+            </EuiFlexItem>
+          )}
+        </EuiFlexGroup>
+
+        <div style={{ flex: 1 }} />
+        <EuiSpacer size="m" />
+
+        {/* Tags */}
+        {Object.keys(tags).length > 0 && (
+          <>
+            <EuiFlexGroup gutterSize="xs" wrap responsive={false}>
+              {Object.entries(tags)
+                .slice(0, 3)
+                .map(([key, value]) => (
+                  <EuiFlexItem grow={false} key={key}>
+                    <EuiBadge color="hollow">
+                      {key}: {value as string}
+                    </EuiBadge>
+                  </EuiFlexItem>
+                ))}
+              {Object.keys(tags).length > 3 && (
+                <EuiFlexItem grow={false}>
+                  <EuiBadge color="hollow">
+                    +{Object.keys(tags).length - 3} more
+                  </EuiBadge>
+                </EuiFlexItem>
+              )}
+            </EuiFlexGroup>
+            <EuiSpacer size="s" />
+          </>
+        )}
+
+        {/* Footer */}
+        <EuiFlexGroup
+          justifyContent="spaceBetween"
+          alignItems="center"
+          responsive={false}
+        >
+          <EuiFlexItem grow={false}>
+            {formattedDate && (
+              <EuiToolTip content={formattedDate}>
+                <EuiText size="xs" color="subdued">
+                  <EuiIcon type="clock" size="s" /> {relativeTime}
+                </EuiText>
+              </EuiToolTip>
+            )}
+          </EuiFlexItem>
+          <EuiFlexItem grow={false}>
+            <EuiFlexGroup
+              gutterSize="xs"
+              alignItems="center"
+              responsive={false}
+            >
+              <EuiFlexItem grow={false}>
+                <EuiCopy textToCopy={codeSnippet}>
+                  {(copy) => (
+                    <EuiToolTip content="Copy Python load code">
+                      <EuiButtonIcon
+                        iconType="copyClipboard"
+                        aria-label="Copy load code"
+                        size="s"
+                        onClick={(e: React.MouseEvent) => {
+                          e.stopPropagation();
+                          copy();
+                        }}
+                      />
+                    </EuiToolTip>
+                  )}
+                </EuiCopy>
+              </EuiFlexItem>
+              {onDelete && (
+                <EuiFlexItem grow={false}>
+                  <EuiToolTip content="Delete dataset">
+                    <EuiButtonIcon
+                      iconType="trash"
+                      color="danger"
+                      size="s"
+                      aria-label="Delete dataset"
+                      onClick={(e: React.MouseEvent) => {
+                        e.stopPropagation();
+                        onDelete(name);
+                      }}
+                    />
+                  </EuiToolTip>
+                </EuiFlexItem>
+              )}
+            </EuiFlexGroup>
+          </EuiFlexItem>
+        </EuiFlexGroup>
+      </EuiPanel>
+    </EuiFlexItem>
+  );
+};
+
+/* ──────────────────── tile: folder card (same width as dataset) ──────────────────── */
+
+const FolderCard: React.FC<{
+  name: string;
+  type: "namespace" | "collection";
+  datasetCount: number;
+  collectionCount?: number;
+  onClick: () => void;
+}> = ({ name, type, datasetCount, collectionCount, onClick }) => {
+  const [isHovered, setIsHovered] = useState(false);
+  const color = type === "namespace" ? NS_COLOR : COL_COLOR;
+
+  return (
+    <EuiFlexItem grow={false} style={{ width: 360, minWidth: 300 }}>
+      <EuiPanel
+        hasBorder
+        hasShadow={isHovered}
+        paddingSize="l"
+        onMouseEnter={() => setIsHovered(true)}
+        onMouseLeave={() => setIsHovered(false)}
+        onClick={onClick}
+        style={{
+          cursor: "pointer",
+          transition: "all 0.2s ease",
+          transform: isHovered ? "translateY(-2px)" : "none",
+          borderTop: `3px solid ${color}`,
+          display: "flex",
+          flexDirection: "column",
+        }}
+      >
+        <EuiFlexGroup gutterSize="m" alignItems="center" responsive={false}>
+          <EuiFlexItem grow={false}>
+            <EuiIcon
+              type={type === "namespace" ? "folderClosed" : "folderOpen"}
+              size="xxl"
+              color={color}
+            />
+          </EuiFlexItem>
+          <EuiFlexItem>
+            <EuiTitle size="xs">
+              <h3 style={{ margin: 0, wordBreak: "break-word" }}>{name}</h3>
+            </EuiTitle>
+          </EuiFlexItem>
+        </EuiFlexGroup>
+
+        <EuiSpacer size="m" />
+
+        <EuiFlexGroup gutterSize="l" responsive={false} wrap>
+          {type === "namespace" &&
+            collectionCount !== undefined &&
+            collectionCount > 0 && (
+              <EuiFlexItem grow={false}>
+                <EuiText size="xs" color="subdued">
+                  Collections
+                </EuiText>
+                <EuiText size="s">
+                  <strong>{collectionCount}</strong>
+                </EuiText>
+              </EuiFlexItem>
+            )}
+          <EuiFlexItem grow={false}>
+            <EuiText size="xs" color="subdued">
+              Datasets
+            </EuiText>
+            <EuiText size="s">
+              <strong>{datasetCount}</strong>
+            </EuiText>
+          </EuiFlexItem>
+        </EuiFlexGroup>
+      </EuiPanel>
+    </EuiFlexItem>
+  );
+};
+
+/* ──────────────────── tree styles ──────────────────── */
+
+const TREE_CSS = `
+  .catalogTree .euiTreeView__node {
+    margin-bottom: 1px;
+  }
+  .catalogTree .euiTreeView__node--expanded > .euiTreeView__nodeInner {
+    background: rgba(0, 119, 204, 0.05);
+    border-radius: 4px;
+  }
+  .catalogTree .euiTreeView__nodeInner {
+    padding: 4px 6px;
+    border-radius: 4px;
+    transition: background 0.15s ease;
+  }
+  .catalogTree .euiTreeView__nodeInner:hover {
+    background: rgba(0, 119, 204, 0.08);
+  }
+  .catalogTree .euiTreeView__nodeInner--withArrow .euiTreeView__nodeInner__arrow {
+    margin-right: 2px;
+  }
+  .catalogTree .euiTreeView__nodeLabel {
+    font-size: 13px;
+  }
+`;
+
+/* ──────────────────── main component ──────────────────── */
+
+const DatasetCatalogBrowser: React.FC<DatasetCatalogBrowserProps> = ({
+  datasets,
+  onDelete,
+}) => {
+  const { projectName } = useParams();
+  const navigate = useNavigate();
+  const [browsePath, setBrowsePath] = useState<BrowsePath>({});
+  const [showTree, setShowTree] = useState(true);
+
+  const hierarchy = useMemo(() => buildHierarchy(datasets), [datasets]);
+
+  const namespaceList = useMemo(() => {
+    const entries: Array<{
+      name: string;
+      collections: string[];
+      totalDatasets: number;
+    }> = [];
+    for (const [ns, cols] of Object.entries(hierarchy)) {
+      if (ns === "") continue;
+      const colNames = Object.keys(cols)
+        .filter((c) => c !== "")
+        .sort();
+      const total = Object.values(cols).reduce((s, a) => s + a.length, 0);
+      entries.push({ name: ns, collections: colNames, totalDatasets: total });
+    }
+    entries.sort((a, b) => a.name.localeCompare(b.name));
+    return entries;
+  }, [hierarchy]);
+
+  const rootDatasets = useMemo(() => {
+    const cols = hierarchy[""];
+    if (!cols) return [];
+    const all: any[] = [];
+    for (const arr of Object.values(cols)) all.push(...arr);
+    return all;
+  }, [hierarchy]);
+
+  const goToDataset = useCallback(
+    (dataset: any) => {
+      const p = dataset.project || dataset.spec?.project || projectName;
+      const n = dataset.spec?.name || dataset.name;
+      navigate(`/p/${p}/data-set/${n}`);
+    },
+    [navigate, projectName],
+  );
+
+  /* ── tree sidebar (EuiTreeView) ── */
+
+  // Clickable label for parent nodes — onClick navigates, stopPropagation prevents toggle
+  const navLabel = useCallback(
+    (
+      text: string,
+      onClick: () => void,
+      isActive: boolean,
+      activeColor?: string,
+    ) => (
+      <span
+        onClick={(e) => {
+          e.stopPropagation();
+          onClick();
+        }}
+        style={{
+          cursor: "pointer",
+          fontWeight: isActive ? 600 : 400,
+          color: isActive ? activeColor || NS_COLOR : undefined,
+        }}
+      >
+        {text}
+      </span>
+    ),
+    [],
+  );
+
+  const treeItems: EuiTreeNode[] = useMemo(() => {
+    const isRootSelected = browsePath.namespace === undefined;
+    const items: EuiTreeNode[] = [
+      {
+        id: "_root",
+        label: navLabel(
+          "All Datasets",
+          () => setBrowsePath({}),
+          isRootSelected,
+        ),
+        icon: <EuiIcon type="layers" size="s" />,
+        isExpanded: true,
+      },
+    ];
+
+    for (const ns of namespaceList) {
+      const nsData = hierarchy[ns.name] || {};
+      const nsChildren: EuiTreeNode[] = [];
+      const nsSelected =
+        browsePath.namespace === ns.name && !browsePath.collection;
+
+      // Collection sub-folders
+      for (const col of ns.collections) {
+        const colDatasets = nsData[col] || [];
+        const colSelected =
+          browsePath.namespace === ns.name && browsePath.collection === col;
+
+        const dsLeaves: EuiTreeNode[] = colDatasets.map((ds: any) => ({
+          id: `ds:${ns.name}/${col}/${ds.spec?.name || ds.name}`,
+          label: ds.spec?.name || ds.name || "unknown",
+          icon: <EuiIcon type="document" size="s" />,
+          callback: () => {
+            goToDataset(ds);
+            return `ds:${ns.name}/${col}/${ds.spec?.name}`;
+          },
+        }));
+
+        nsChildren.push({
+          id: `col:${ns.name}/${col}`,
+          label: navLabel(
+            `${col} (${colDatasets.length})`,
+            () => setBrowsePath({ namespace: ns.name, collection: col }),
+            colSelected,
+            COL_COLOR,
+          ),
+          icon: <EuiIcon type="folderClosed" size="s" color={COL_COLOR} />,
+          iconWhenExpanded: (
+            <EuiIcon type="folderOpen" size="s" color={COL_COLOR} />
+          ),
+          children: dsLeaves.length > 0 ? dsLeaves : undefined,
+        });
+      }
+
+      // Direct datasets under namespace (no collection)
+      const directDatasets = nsData[""] || [];
+      for (const ds of directDatasets) {
+        nsChildren.push({
+          id: `ds:${ns.name}/_/${ds.spec?.name || ds.name}`,
+          label: ds.spec?.name || ds.name || "unknown",
+          icon: <EuiIcon type="document" size="s" />,
+          callback: () => {
+            goToDataset(ds);
+            return `ds:${ns.name}/_/${ds.spec?.name}`;
+          },
+        });
+      }
+
+      items.push({
+        id: `ns:${ns.name}`,
+        label: navLabel(
+          `${ns.name} (${ns.totalDatasets})`,
+          () => setBrowsePath({ namespace: ns.name }),
+          nsSelected,
+          NS_COLOR,
+        ),
+        icon: <EuiIcon type="folderClosed" size="s" color={NS_COLOR} />,
+        iconWhenExpanded: (
+          <EuiIcon type="folderOpen" size="s" color={NS_COLOR} />
+        ),
+        children: nsChildren.length > 0 ? nsChildren : undefined,
+      });
+    }
+
+    // Ungrouped datasets
+    if (rootDatasets.length > 0) {
+      const ungroupedLeaves: EuiTreeNode[] = rootDatasets.map((ds: any) => ({
+        id: `ds:_ungrouped/${ds.spec?.name || ds.name}`,
+        label: ds.spec?.name || ds.name || "unknown",
+        icon: <EuiIcon type="document" size="s" />,
+        callback: () => {
+          goToDataset(ds);
+          return `ds:_ungrouped/${ds.spec?.name}`;
+        },
+      }));
+
+      items.push({
+        id: "_ungrouped",
+        label: navLabel(
+          `Ungrouped (${rootDatasets.length})`,
+          () => setBrowsePath({}),
+          false,
+          "#98A2B3",
+        ),
+        icon: <EuiIcon type="folderOpen" size="s" color="#98A2B3" />,
+        children: ungroupedLeaves,
+      });
+    }
+
+    return items;
+  }, [
+    namespaceList,
+    rootDatasets,
+    hierarchy,
+    browsePath,
+    goToDataset,
+    navLabel,
+  ]);
+
+  /* ── breadcrumbs ── */
+  const breadcrumbs = useMemo(() => {
+    const crumbs: Array<{ text: string; onClick?: () => void }> = [
+      {
+        text: "All Datasets",
+        onClick:
+          browsePath.namespace !== undefined
+            ? () => setBrowsePath({})
+            : undefined,
+      },
+    ];
+    if (browsePath.namespace) {
+      crumbs.push({
+        text: browsePath.namespace,
+        onClick: browsePath.collection
+          ? () => setBrowsePath({ namespace: browsePath.namespace })
+          : undefined,
+      });
+      if (browsePath.collection) {
+        crumbs.push({ text: browsePath.collection });
+      }
+    }
+    return crumbs;
+  }, [browsePath]);
+
+  /* ── content ── */
+  const renderContent = () => {
+    // ─── Root level: namespace folders + datasets mixed in one grid ───
+    if (browsePath.namespace === undefined) {
+      if (namespaceList.length === 0 && rootDatasets.length === 0) {
+        return (
+          <EuiEmptyPrompt
+            iconType="folderClosed"
+            title={<h3>No datasets yet</h3>}
+            body={
+              <p>
+                Add datasets and organize them into namespaces and collections.
+              </p>
+            }
+          />
+        );
+      }
+
+      return (
+        <EuiFlexGroup wrap responsive gutterSize="l">
+          {namespaceList.map((ns) => (
+            <FolderCard
+              key={ns.name}
+              name={ns.name}
+              type="namespace"
+              datasetCount={ns.totalDatasets}
+              collectionCount={ns.collections.length}
+              onClick={() => setBrowsePath({ namespace: ns.name })}
+            />
+          ))}
+          {rootDatasets.map((d: any) => (
+            <DatasetCard
+              key={d.spec?.name}
+              dataset={d}
+              onNavigate={() => goToDataset(d)}
+              onDelete={onDelete}
+            />
+          ))}
+        </EuiFlexGroup>
+      );
+    }
+
+    // ─── Namespace level: collection folders + direct datasets mixed ───
+    if (browsePath.namespace && !browsePath.collection) {
+      const ns = browsePath.namespace;
+      const cols = hierarchy[ns] || {};
+      const colNames = Object.keys(cols)
+        .filter((c) => c !== "")
+        .sort();
+      const directDs = cols[""] || [];
+
+      return (
+        <EuiFlexGroup wrap responsive gutterSize="l">
+          {colNames.map((col) => (
+            <FolderCard
+              key={col}
+              name={col}
+              type="collection"
+              datasetCount={(cols[col] || []).length}
+              onClick={() => setBrowsePath({ namespace: ns, collection: col })}
+            />
+          ))}
+          {directDs.map((d: any) => (
+            <DatasetCard
+              key={d.spec?.name}
+              dataset={d}
+              onNavigate={() => goToDataset(d)}
+              onDelete={onDelete}
+            />
+          ))}
+          {colNames.length === 0 && directDs.length === 0 && (
+            <EuiFlexItem>
+              <EuiText size="s" color="subdued" textAlign="center">
+                This namespace is empty.
+              </EuiText>
+            </EuiFlexItem>
+          )}
+        </EuiFlexGroup>
+      );
+    }
+
+    // ─── Collection level: datasets only ───
+    if (browsePath.namespace && browsePath.collection) {
+      const dsList =
+        hierarchy[browsePath.namespace]?.[browsePath.collection] || [];
+
+      return (
+        <EuiFlexGroup wrap responsive gutterSize="l">
+          {dsList.map((d: any) => (
+            <DatasetCard
+              key={d.spec?.name}
+              dataset={d}
+              onNavigate={() => goToDataset(d)}
+              onDelete={onDelete}
+            />
+          ))}
+          {dsList.length === 0 && (
+            <EuiFlexItem>
+              <EuiText size="s" color="subdued" textAlign="center">
+                No datasets in this collection.
+              </EuiText>
+            </EuiFlexItem>
+          )}
+        </EuiFlexGroup>
+      );
+    }
+
+    return null;
+  };
+
+  /* ──────────────────── render ──────────────────── */
+
+  const hasTree = namespaceList.length > 0;
+
+  return (
+    <div style={{ display: "flex", gap: 0 }}>
+      {/* Tree sidebar */}
+      {hasTree && (
+        <div
+          style={{
+            width: showTree ? 230 : 40,
+            minWidth: showTree ? 200 : 40,
+            flexShrink: 0,
+            borderRight: "1px solid #D3DAE6",
+            paddingRight: showTree ? 12 : 0,
+            marginRight: 16,
+          }}
+        >
+          {showTree ? (
+            <>
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "center",
+                  justifyContent: "space-between",
+                }}
+              >
+                <EuiText size="xs" color="subdued">
+                  <strong
+                    style={{ textTransform: "uppercase", letterSpacing: 0.5 }}
+                  >
+                    Catalog
+                  </strong>
+                </EuiText>
+                <EuiToolTip content="Hide catalog tree">
+                  <EuiButtonIcon
+                    iconType="menuLeft"
+                    aria-label="Hide catalog tree"
+                    size="s"
+                    color="text"
+                    onClick={() => setShowTree(false)}
+                  />
+                </EuiToolTip>
+              </div>
+              <EuiSpacer size="xs" />
+              <div className="catalogTree">
+                <style>{TREE_CSS}</style>
+                <EuiTreeView
+                  items={treeItems}
+                  display="default"
+                  showExpansionArrows
+                  aria-label="Dataset catalog tree"
+                />
+              </div>
+            </>
+          ) : (
+            <EuiToolTip content="Show catalog tree" position="right">
+              <EuiButtonIcon
+                iconType="menuRight"
+                aria-label="Show catalog tree"
+                size="s"
+                color="text"
+                onClick={() => setShowTree(true)}
+              />
+            </EuiToolTip>
+          )}
+        </div>
+      )}
+
+      {/* Content */}
+      <div style={{ flex: 1, minWidth: 0 }}>
+        <EuiBreadcrumbs breadcrumbs={breadcrumbs} truncate={false} max={5} />
+        <EuiSpacer size="s" />
+        {renderContent()}
+      </div>
+    </div>
+  );
+};
+
+export default DatasetCatalogBrowser;
diff --git a/ui/src/pages/saved-data-sets/DatasetInstance.tsx b/ui/src/pages/saved-data-sets/DatasetInstance.tsx
index ce13cb26e3c..2856af5f342 100644
--- a/ui/src/pages/saved-data-sets/DatasetInstance.tsx
+++ b/ui/src/pages/saved-data-sets/DatasetInstance.tsx
@@ -95,7 +95,6 @@ const DatasetInstance = () => {
           <EuiButton
             key="edit"
             iconType="pencil"
-            size="s"
             onClick={() => {
               setEditError(null);
               setShowEditModal(true);
@@ -106,7 +105,6 @@ const DatasetInstance = () => {
           <EuiButtonEmpty
             key="delete"
             iconType="trash"
-            size="s"
             color="danger"
             onClick={() => setShowDeleteConfirm(true)}
           >
diff --git a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx
index b765da70241..65e3cc2732b 100644
--- a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx
+++ b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx
@@ -15,6 +15,7 @@ import {
   EuiCallOut,
 } from "@elastic/eui";
 import { useParams } from "react-router-dom";
+import EuiCustomLink from "../../components/EuiCustomLink";
 import DatasetFeaturesTable from "./DatasetFeaturesTable";
 import DatasetJoinKeysTable from "./DatasetJoinKeysTable";
 import useLoadDataset from "./useLoadDataset";
@@ -56,7 +57,7 @@ function formatTimestamp(ts: any): string {
 }
 
 const DatasetOverviewTab = () => {
-  let { datasetName } = useParams();
+  const { datasetName, projectName } = useParams();
 
   if (!datasetName) {
     throw new Error(
@@ -96,6 +97,10 @@ const DatasetOverviewTab = () => {
   const tags = data.spec?.tags || {};
   const featureServiceName =
     data.spec?.featureServiceName || data.spec?.feature_service_name;
+  const namespace = data.spec?.namespace || "";
+  const collection = data.spec?.collection || "";
+  const description = data.spec?.description || "";
+  const dataSources: string[] = data.spec?.dataSources || [];
   const createdTs = data.meta?.createdTimestamp || data.meta?.created_timestamp;
   const minEventTs =
     data.meta?.minEventTimestamp || data.meta?.min_event_timestamp;
@@ -168,6 +173,33 @@ const DatasetOverviewTab = () => {
               </EuiBadge>
             </EuiDescriptionListDescription>
 
+            {description && (
+              <>
+                <EuiDescriptionListTitle>Description</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {description}
+                </EuiDescriptionListDescription>
+              </>
+            )}
+
+            {namespace && (
+              <>
+                <EuiDescriptionListTitle>Namespace</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  <EuiBadge color="primary">{namespace}</EuiBadge>
+                </EuiDescriptionListDescription>
+              </>
+            )}
+
+            {collection && (
+              <>
+                <EuiDescriptionListTitle>Collection</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  <EuiBadge color="accent">{collection}</EuiBadge>
+                </EuiDescriptionListDescription>
+              </>
+            )}
+
             <EuiDescriptionListTitle>Storage Type</EuiDescriptionListTitle>
             <EuiDescriptionListDescription>
               <EuiBadge color="hollow">{storageInfo.type}</EuiBadge>
@@ -180,6 +212,26 @@ const DatasetOverviewTab = () => {
               </EuiText>
             </EuiDescriptionListDescription>
 
+            {dataSources.length > 0 && (
+              <>
+                <EuiDescriptionListTitle>
+                  Data Source{dataSources.length > 1 ? "s" : ""}
+                </EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {dataSources.map((dsName, idx) => (
+                    <span key={dsName}>
+                      {idx > 0 && ", "}
+                      <EuiCustomLink
+                        to={`/p/${projectName}/data-source/${dsName}`}
+                      >
+                        {dsName}
+                      </EuiCustomLink>
+                    </span>
+                  ))}
+                </EuiDescriptionListDescription>
+              </>
+            )}
+
             {featureServiceName && (
               <>
                 <EuiDescriptionListTitle>
diff --git a/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx b/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx
index 2c96a0ee109..d5c69082978 100644
--- a/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx
+++ b/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx
@@ -11,6 +11,7 @@ import {
   EuiToolTip,
   EuiIcon,
   EuiCopy,
+  EuiLink,
 } from "@elastic/eui";
 import { useNavigate, useParams } from "react-router-dom";
 
@@ -103,6 +104,9 @@ const DatasetCard: React.FC<DatasetCardProps> = ({
   const tags = spec.tags || {};
   const featureServiceName =
     spec.featureServiceName || spec.feature_service_name;
+  const namespace = spec.namespace || "";
+  const collection = spec.collection || "";
+  const description = spec.description || "";
   const createdTimestamp = meta.createdTimestamp || meta.created_timestamp;
   const storagePath = extractStoragePath(dataset);
   const storageType = detectStorageType(dataset);
@@ -169,6 +173,32 @@ const DatasetCard: React.FC<DatasetCardProps> = ({
           </EuiFlexItem>
         </EuiFlexGroup>
 
+        {/* Description */}
+        {description && (
+          <EuiText size="xs" color="subdued" style={{ marginTop: 4 }}>
+            <p style={{ margin: 0, lineHeight: 1.4 }}>{description}</p>
+          </EuiText>
+        )}
+
+        {/* Namespace / Collection badges */}
+        {(namespace || collection) && (
+          <>
+            <EuiSpacer size="s" />
+            <EuiFlexGroup gutterSize="xs" responsive={false} wrap>
+              {namespace && (
+                <EuiFlexItem grow={false}>
+                  <EuiBadge color="primary">{namespace}</EuiBadge>
+                </EuiFlexItem>
+              )}
+              {collection && (
+                <EuiFlexItem grow={false}>
+                  <EuiBadge color="accent">{collection}</EuiBadge>
+                </EuiFlexItem>
+              )}
+            </EuiFlexGroup>
+          </>
+        )}
+
         <EuiSpacer size="m" />
 
         {/* Storage path */}
@@ -213,6 +243,28 @@ const DatasetCard: React.FC<DatasetCardProps> = ({
               </EuiText>
             </EuiFlexItem>
           )}
+          {spec.dataSources && spec.dataSources.length > 0 && (
+            <EuiFlexItem grow={false}>
+              <EuiText size="xs" color="subdued">
+                Source
+              </EuiText>
+              <EuiText size="s">
+                {spec.dataSources.map((dsName: string, idx: number) => (
+                  <span key={dsName}>
+                    {idx > 0 && ", "}
+                    <EuiLink
+                      onClick={(e: React.MouseEvent) => {
+                        e.stopPropagation();
+                        navigate(`/p/${datasetProject}/data-source/${dsName}`);
+                      }}
+                    >
+                      <strong>{dsName}</strong>
+                    </EuiLink>
+                  </span>
+                ))}
+              </EuiText>
+            </EuiFlexItem>
+          )}
         </EuiFlexGroup>
 
         {/* Spacer to push footer */}
diff --git a/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx b/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx
index 823f42176f3..0ce44b35dc0 100644
--- a/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx
+++ b/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx
@@ -15,6 +15,9 @@ function detectStorageType(dataset: any): string {
   if (storage.snowflakeStorage) return "Snowflake";
   if (storage.redshiftStorage) return "Redshift";
   if (storage.sparkStorage) return "Spark";
+  if (storage.trinoStorage) return "Trino";
+  if (storage.athenaStorage) return "Athena";
+  if (storage.customStorage) return "Custom";
   return "—";
 }
 
@@ -35,6 +38,44 @@ const DatasetsListingTable = ({ datasets }: DatasetsListingTableProps) => {
         );
       },
     },
+    {
+      name: "Namespace",
+      render: (item: any) => {
+        const ns = item.spec?.namespace;
+        return ns ? (
+          <EuiBadge color="primary">{ns}</EuiBadge>
+        ) : (
+          <span style={{ color: "#98A2B3" }}>—</span>
+        );
+      },
+      width: "140px",
+    },
+    {
+      name: "Collection",
+      render: (item: any) => {
+        const col = item.spec?.collection;
+        return col ? (
+          <EuiBadge color="accent">{col}</EuiBadge>
+        ) : (
+          <span style={{ color: "#98A2B3" }}>—</span>
+        );
+      },
+      width: "140px",
+    },
+    {
+      name: "Description",
+      render: (item: any) => {
+        const desc = item.spec?.description;
+        return desc ? (
+          <span style={{ fontSize: 13 }}>
+            {desc.length > 50 ? desc.slice(0, 50) + "…" : desc}
+          </span>
+        ) : (
+          <span style={{ color: "#98A2B3" }}>—</span>
+        );
+      },
+      width: "200px",
+    },
     {
       name: "Features",
       render: (item: any) => (item.spec?.features || []).length,
@@ -53,6 +94,26 @@ const DatasetsListingTable = ({ datasets }: DatasetsListingTableProps) => {
       ),
       width: "120px",
     },
+    {
+      name: "Data Source",
+      render: (item: any) => {
+        const dsList: string[] = item.spec?.dataSources || [];
+        if (dsList.length === 0) return "—";
+        const itemProject = item.project || item.spec?.project || projectName;
+        return (
+          <>
+            {dsList.map((dsName, idx) => (
+              <span key={dsName}>
+                {idx > 0 && ", "}
+                <EuiCustomLink to={`/p/${itemProject}/data-source/${dsName}`}>
+                  {dsName}
+                </EuiCustomLink>
+              </span>
+            ))}
+          </>
+        );
+      },
+    },
     {
       name: "Feature Service",
       render: (item: any) =>
diff --git a/ui/src/pages/saved-data-sets/EditDatasetModal.tsx b/ui/src/pages/saved-data-sets/EditDatasetModal.tsx
index db567a15703..507827e6dd0 100644
--- a/ui/src/pages/saved-data-sets/EditDatasetModal.tsx
+++ b/ui/src/pages/saved-data-sets/EditDatasetModal.tsx
@@ -99,6 +99,33 @@ const ALL_STORAGE_TYPES: StorageTypeDef[] = [
     helpText: "Athena table reference.",
     sourceTypeMatch: ["BATCH_ATHENA"],
   },
+  {
+    value: "postgres",
+    label: "PostgreSQL",
+    description: "PostgreSQL table reference",
+    placeholder: "schema.table_name",
+    helpText:
+      "PostgreSQL table reference. Data is read via the PostgreSQL offline store.",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
+  {
+    value: "clickhouse",
+    label: "ClickHouse",
+    description: "ClickHouse table reference",
+    placeholder: "database.table_name",
+    helpText:
+      "ClickHouse table reference. Data is read via the ClickHouse offline store.",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
+  {
+    value: "couchbase",
+    label: "Couchbase Columnar",
+    description: "Couchbase Columnar collection reference",
+    placeholder: "database.scope.collection",
+    helpText:
+      "Couchbase Columnar reference in format: database.scope.collection",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
   {
     value: "custom",
     label: "Custom",
@@ -128,6 +155,11 @@ function detectDataSourceTypes(dataSources: any[]): Set<string> {
     if (ds.spec?.trinoOptions || ds.trinoOptions) types.add("BATCH_TRINO");
     if (ds.spec?.athenaOptions || ds.athenaOptions) types.add("BATCH_ATHENA");
     if (ds.spec?.customOptions || ds.customOptions) types.add("CUSTOM_SOURCE");
+    const classType =
+      ds.spec?.dataSourceClassType || ds.dataSourceClassType || "";
+    if (classType.includes("postgres")) types.add("CUSTOM_SOURCE");
+    if (classType.includes("clickhouse")) types.add("CUSTOM_SOURCE");
+    if (classType.includes("couchbase")) types.add("CUSTOM_SOURCE");
   }
   return types;
 }
@@ -160,7 +192,25 @@ function detectStorageType(dataset: any): string {
   if (storage.sparkStorage) return "spark";
   if (storage.trinoStorage) return "trino";
   if (storage.athenaStorage) return "athena";
-  if (storage.customStorage) return "custom";
+  if (storage.customStorage) {
+    try {
+      const config = storage.customStorage.configuration || "";
+      const parsed = typeof config === "string" ? JSON.parse(config) : config;
+      if (parsed.database && parsed.scope && parsed.collection)
+        return "couchbase";
+      if (parsed.table) {
+        const classType =
+          dataset?.spec?.dataSourceClassType ||
+          dataset?.dataSourceClassType ||
+          "";
+        if (classType.includes("postgres")) return "postgres";
+        if (classType.includes("clickhouse")) return "clickhouse";
+      }
+    } catch {
+      // fall through
+    }
+    return "custom";
+  }
   return "file";
 }
 
@@ -180,6 +230,14 @@ function extractStoragePath(dataset: any): string {
   return "";
 }
 
+function extractStorageFileFormat(dataset: any): string {
+  const storage = dataset?.spec?.storage;
+  if (storage?.sparkStorage?.fileFormat) return storage.sparkStorage.fileFormat;
+  if (storage?.sparkStorage?.file_format)
+    return storage.sparkStorage.file_format;
+  return "parquet";
+}
+
 const EditDatasetModal = ({
   dataset,
   onClose,
@@ -307,6 +365,12 @@ const EditDatasetModal = ({
   // Form state
   const [storagePath, setStoragePath] = useState(extractStoragePath(dataset));
   const [storageType, setStorageType] = useState(detectStorageType(dataset));
+  const [namespace, setNamespace] = useState(spec.namespace || "");
+  const [collection, setCollection] = useState(spec.collection || "");
+  const [description, setDescription] = useState(spec.description || "");
+  const [storageFileFormat, setStorageFileFormat] = useState(
+    extractStorageFileFormat(dataset),
+  );
   const [featuresInput, setFeaturesInput] = useState<EuiComboBoxOptionOption[]>(
     (spec.features || []).map((f: string) => ({ label: f })),
   );
@@ -365,9 +429,14 @@ const EditDatasetModal = ({
       join_keys: joinKeysInput.map((o) => o.label),
       storage_path: storagePath.trim(),
       storage_type: storageType,
+      storage_file_format:
+        storageType === "spark" ? storageFileFormat : undefined,
       tags: tagsObj,
       full_feature_names: fullFeatureNames,
       feature_service_name: featureServiceName || undefined,
+      namespace: namespace.trim() || undefined,
+      collection: collection.trim() || undefined,
+      description: description.trim() || undefined,
       allow_override: true,
     };
     await onSubmit(payload);
@@ -421,6 +490,20 @@ const EditDatasetModal = ({
             <EuiFieldText value={datasetName} disabled />
           </EuiFormRow>
         </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Description"
+            helpText="Brief description of this dataset."
+          >
+            <EuiFieldText
+              value={description}
+              onChange={(e) => setDescription(e.target.value)}
+              placeholder="e.g. Training data for driver fraud model"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+      <EuiFlexGroup gutterSize="m">
         <EuiFlexItem>
           <EuiFormRow
             label="Feature Service (optional)"
@@ -445,6 +528,41 @@ const EditDatasetModal = ({
         </EuiFlexItem>
       </EuiFlexGroup>
 
+      <EuiSpacer size="m" />
+
+      {/* Organization */}
+      <EuiTitle size="xxs">
+        <h4>Organization (optional)</h4>
+      </EuiTitle>
+      <EuiSpacer size="s" />
+
+      <EuiFlexGroup gutterSize="m">
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Namespace"
+            helpText="Top-level grouping (e.g. fraud, underwriting, analytics)."
+          >
+            <EuiFieldText
+              value={namespace}
+              onChange={(e) => setNamespace(e.target.value)}
+              placeholder="e.g. fraud"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Collection"
+            helpText="Sub-grouping within the namespace (e.g. raw, curated, training)."
+          >
+            <EuiFieldText
+              value={collection}
+              onChange={(e) => setCollection(e.target.value)}
+              placeholder="e.g. training"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+
       <EuiSpacer size="m" />
       <EuiHorizontalRule margin="s" />
 
@@ -490,6 +608,41 @@ const EditDatasetModal = ({
         />
       </EuiFormRow>
 
+      {storageType === "spark" && (
+        <EuiFormRow
+          label="File Format"
+          helpText="Required for Spark path-based storage. Specifies the data file format."
+        >
+          <EuiSuperSelect
+            options={[
+              {
+                value: "parquet",
+                inputDisplay: "Parquet",
+                dropdownDisplay: <strong>Parquet</strong>,
+              },
+              {
+                value: "avro",
+                inputDisplay: "Avro",
+                dropdownDisplay: <strong>Avro</strong>,
+              },
+              {
+                value: "csv",
+                inputDisplay: "CSV",
+                dropdownDisplay: <strong>CSV</strong>,
+              },
+              {
+                value: "json",
+                inputDisplay: "JSON",
+                dropdownDisplay: <strong>JSON</strong>,
+              },
+            ]}
+            valueOfSelected={storageFileFormat}
+            onChange={setStorageFileFormat}
+            fullWidth
+          />
+        </EuiFormRow>
+      )}
+
       <EuiSpacer size="m" />
       <EuiHorizontalRule margin="s" />
 
diff --git a/ui/src/pages/saved-data-sets/Index.tsx b/ui/src/pages/saved-data-sets/Index.tsx
index 78770c5aaf8..1c587d83883 100644
--- a/ui/src/pages/saved-data-sets/Index.tsx
+++ b/ui/src/pages/saved-data-sets/Index.tsx
@@ -16,7 +16,6 @@ import {
   EuiFlexGroup,
   EuiFlexItem,
   EuiFieldSearch,
-  EuiStat,
   EuiPanel,
   EuiSelect,
   EuiText,
@@ -32,6 +31,7 @@ import { DatasetIcon } from "../../graphics/DatasetIcon";
 import { useDocumentTitle } from "../../hooks/useDocumentTitle";
 import DatasetsCardGrid from "./DatasetsCardGrid";
 import DatasetsListingTable from "./DatasetsListingTable";
+import DatasetCatalogBrowser from "./DatasetCatalogBrowser";
 import DatasetsIndexEmptyState from "./DatasetsIndexEmptyState";
 import AddToCatalogModal from "./AddToCatalogModal";
 import type { RegisterDatasetPayload } from "./RegisterDatasetModal";
@@ -62,6 +62,7 @@ const SORT_OPTIONS = [
 ];
 
 const VIEW_TOGGLE_BUTTONS = [
+  { id: "catalog", label: "Catalog", iconType: "folderClosed" },
   { id: "cards", label: "Cards", iconType: "grid" },
   { id: "table", label: "Table", iconType: "list" },
 ];
@@ -84,7 +85,8 @@ const Index = () => {
   const [deleteTarget, setDeleteTarget] = useState<string | null>(null);
   const [searchQuery, setSearchQuery] = useState("");
   const [sortBy, setSortBy] = useState("created_desc");
-  const [viewMode, setViewMode] = useState("cards");
+  const [viewMode, setViewMode] = useState("catalog");
+  const [namespaceFilter, setNamespaceFilter] = useState("all");
   const [submitError, setSubmitError] = useState<string | null>(null);
   const [successMessage, setSuccessMessage] = useState<string | null>(null);
 
@@ -197,12 +199,18 @@ const Index = () => {
   // Compute summary stats
   const stats = useMemo(() => {
     if (!data)
-      return { total: 0, totalFeatures: 0, storageTypes: new Set<string>() };
+      return {
+        total: 0,
+        totalFeatures: 0,
+        storageTypes: new Set<string>(),
+        namespaces: [] as string[],
+      };
     const totalFeatures = data.reduce(
       (acc: number, ds: any) => acc + (ds.spec?.features?.length || 0),
       0,
     );
     const storageTypes = new Set<string>();
+    const namespacesSet = new Set<string>();
     data.forEach((ds: any) => {
       const storage = ds.spec?.storage;
       if (storage?.fileStorage) storageTypes.add("File");
@@ -213,8 +221,11 @@ const Index = () => {
       else if (storage?.trinoStorage) storageTypes.add("Trino");
       else if (storage?.athenaStorage) storageTypes.add("Athena");
       else if (storage?.customStorage) storageTypes.add("Custom");
+      const ns = ds.spec?.namespace;
+      if (ns) namespacesSet.add(ns);
     });
-    return { total: data.length, totalFeatures, storageTypes };
+    const namespaces = Array.from(namespacesSet).sort();
+    return { total: data.length, totalFeatures, storageTypes, namespaces };
   }, [data]);
 
   // Filter and sort
@@ -222,9 +233,20 @@ const Index = () => {
     if (!data) return [];
     let filtered = data;
 
+    // Namespace filter
+    if (namespaceFilter !== "all") {
+      if (namespaceFilter === "_none") {
+        filtered = filtered.filter((ds: any) => !ds.spec?.namespace);
+      } else {
+        filtered = filtered.filter(
+          (ds: any) => ds.spec?.namespace === namespaceFilter,
+        );
+      }
+    }
+
     if (searchQuery.trim()) {
       const q = searchQuery.toLowerCase();
-      filtered = data.filter((ds: any) => {
+      filtered = filtered.filter((ds: any) => {
         const name = (ds.spec?.name || "").toLowerCase();
         const tags = JSON.stringify(ds.spec?.tags || {}).toLowerCase();
         const features = (ds.spec?.features || []).join(" ").toLowerCase();
@@ -233,11 +255,17 @@ const Index = () => {
           ds.spec?.feature_service_name ||
           ""
         ).toLowerCase();
+        const ns = (ds.spec?.namespace || "").toLowerCase();
+        const col = (ds.spec?.collection || "").toLowerCase();
+        const desc = (ds.spec?.description || "").toLowerCase();
         return (
           name.includes(q) ||
           tags.includes(q) ||
           features.includes(q) ||
-          service.includes(q)
+          service.includes(q) ||
+          ns.includes(q) ||
+          col.includes(q) ||
+          desc.includes(q)
         );
       });
     }
@@ -254,7 +282,7 @@ const Index = () => {
     });
 
     return filtered;
-  }, [data, searchQuery, sortBy]);
+  }, [data, searchQuery, sortBy, namespaceFilter]);
 
   const hasData = data && data.length > 0;
 
@@ -434,53 +462,71 @@ const Index = () => {
 
         {isSuccess && hasData && (
           <>
-            {/* Summary Stats */}
-            <EuiFlexGroup gutterSize="l">
-              <EuiFlexItem>
-                <EuiPanel hasBorder paddingSize="m">
-                  <EuiStat
-                    title={stats.total}
-                    description="Datasets"
-                    titleSize="m"
-                    reverse
-                  />
-                </EuiPanel>
-              </EuiFlexItem>
-              <EuiFlexItem>
-                <EuiPanel hasBorder paddingSize="m">
-                  <EuiStat
-                    title={stats.totalFeatures}
-                    description="Total Features"
-                    titleSize="m"
-                    reverse
-                  />
-                </EuiPanel>
+            {/* View mode toggle — always visible */}
+            <EuiFlexGroup
+              justifyContent="spaceBetween"
+              alignItems="center"
+              gutterSize="m"
+            >
+              <EuiFlexItem grow={false}>
+                <EuiFlexGroup gutterSize="l" responsive={false}>
+                  <EuiFlexItem grow={false}>
+                    <EuiText size="xs" color="subdued">
+                      <strong>{stats.total}</strong> datasets
+                      {stats.namespaces.length > 0 && (
+                        <>
+                          {" "}
+                          across <strong>{stats.namespaces.length}</strong>{" "}
+                          namespaces
+                        </>
+                      )}
+                    </EuiText>
+                  </EuiFlexItem>
+                </EuiFlexGroup>
               </EuiFlexItem>
-              <EuiFlexItem>
-                <EuiPanel hasBorder paddingSize="m">
-                  <EuiStat
-                    title={stats.storageTypes.size}
-                    description="Storage Backends"
-                    titleSize="m"
-                    reverse
-                  />
-                </EuiPanel>
+              <EuiFlexItem grow={false}>
+                <EuiButtonGroup
+                  legend="View mode"
+                  options={VIEW_TOGGLE_BUTTONS}
+                  idSelected={viewMode}
+                  onChange={(id) => setViewMode(id)}
+                  isIconOnly
+                  buttonSize="compressed"
+                />
               </EuiFlexItem>
             </EuiFlexGroup>
 
-            <EuiSpacer size="l" />
+            <EuiSpacer size="m" />
 
-            {/* Search + Sort + View Toggle */}
+            {/* Search + Namespace Filter + Sort — shared toolbar */}
             <EuiFlexGroup alignItems="center" gutterSize="m">
               <EuiFlexItem>
                 <EuiFieldSearch
-                  placeholder="Search by name, features, tags, or service..."
+                  placeholder="Search by name, description, namespace, collection, features, tags..."
                   value={searchQuery}
                   onChange={(e) => setSearchQuery(e.target.value)}
                   isClearable
                   fullWidth
                 />
               </EuiFlexItem>
+              {stats.namespaces.length > 0 && (
+                <EuiFlexItem grow={false} style={{ width: 200 }}>
+                  <EuiSelect
+                    options={[
+                      { value: "all", text: "All namespaces" },
+                      { value: "_none", text: "(No namespace)" },
+                      ...stats.namespaces.map((ns: string) => ({
+                        value: ns,
+                        text: ns,
+                      })),
+                    ]}
+                    value={namespaceFilter}
+                    onChange={(e) => setNamespaceFilter(e.target.value)}
+                    compressed
+                    prepend="Namespace"
+                  />
+                </EuiFlexItem>
+              )}
               <EuiFlexItem grow={false} style={{ width: 180 }}>
                 <EuiSelect
                   options={SORT_OPTIONS}
@@ -490,37 +536,43 @@ const Index = () => {
                   prepend="Sort"
                 />
               </EuiFlexItem>
-              <EuiFlexItem grow={false}>
-                <EuiButtonGroup
-                  legend="View mode"
-                  options={VIEW_TOGGLE_BUTTONS}
-                  idSelected={viewMode}
-                  onChange={(id) => setViewMode(id)}
-                  isIconOnly
-                  buttonSize="compressed"
-                />
-              </EuiFlexItem>
             </EuiFlexGroup>
 
-            <EuiSpacer size="l" />
+            <EuiSpacer size="m" />
 
-            {/* Results count when searching */}
-            {searchQuery.trim() && (
+            {/* Results count when filtering */}
+            {(searchQuery.trim() || namespaceFilter !== "all") && (
               <>
                 <EuiText size="xs" color="subdued">
                   Showing {processedData.length} of {data.length} datasets
+                  {namespaceFilter !== "all" && namespaceFilter !== "_none" && (
+                    <>
+                      {" "}
+                      in namespace <strong>{namespaceFilter}</strong>
+                    </>
+                  )}
+                  {namespaceFilter === "_none" && <> with no namespace</>}
                 </EuiText>
                 <EuiSpacer size="s" />
               </>
             )}
 
-            {/* Content */}
-            {viewMode === "cards" ? (
+            {/* Catalog (hierarchical) view */}
+            {viewMode === "catalog" && (
+              <DatasetCatalogBrowser
+                datasets={processedData}
+                onDelete={(name) => setDeleteTarget(name)}
+              />
+            )}
+
+            {/* Flat views (cards / table) */}
+            {viewMode === "cards" && (
               <DatasetsCardGrid
                 datasets={processedData}
                 onDelete={(name) => setDeleteTarget(name)}
               />
-            ) : (
+            )}
+            {viewMode === "table" && (
               <DatasetsListingTable datasets={processedData} />
             )}
           </>
diff --git a/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx b/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx
index 90f93b8ca31..e7543ddadf1 100644
--- a/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx
+++ b/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx
@@ -34,9 +34,13 @@ export interface RegisterDatasetPayload {
   join_keys: string[];
   storage_path: string;
   storage_type: string;
+  storage_file_format?: string;
   tags: Record<string, string>;
   full_feature_names: boolean;
   feature_service_name?: string;
+  namespace?: string;
+  collection?: string;
+  description?: string;
 }
 
 interface RegisterDatasetModalProps {
@@ -115,6 +119,33 @@ const ALL_STORAGE_TYPES: StorageTypeDefinition[] = [
     helpText: "Athena table reference. Data is queried via Athena.",
     sourceTypeMatch: ["BATCH_ATHENA"],
   },
+  {
+    value: "postgres",
+    label: "PostgreSQL",
+    description: "PostgreSQL table reference",
+    placeholder: "schema.table_name",
+    helpText:
+      "PostgreSQL table reference. Data is read via the PostgreSQL offline store.",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
+  {
+    value: "clickhouse",
+    label: "ClickHouse",
+    description: "ClickHouse table reference",
+    placeholder: "database.table_name",
+    helpText:
+      "ClickHouse table reference. Data is read via the ClickHouse offline store.",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
+  {
+    value: "couchbase",
+    label: "Couchbase Columnar",
+    description: "Couchbase Columnar collection reference",
+    placeholder: "database.scope.collection",
+    helpText:
+      "Couchbase Columnar reference in format: database.scope.collection",
+    sourceTypeMatch: ["CUSTOM_SOURCE"],
+  },
   {
     value: "custom",
     label: "Custom",
@@ -144,6 +175,11 @@ function detectDataSourceTypes(dataSources: any[]): Set<string> {
     if (ds.spec?.trinoOptions || ds.trinoOptions) types.add("BATCH_TRINO");
     if (ds.spec?.athenaOptions || ds.athenaOptions) types.add("BATCH_ATHENA");
     if (ds.spec?.customOptions || ds.customOptions) types.add("CUSTOM_SOURCE");
+    const classType =
+      ds.spec?.dataSourceClassType || ds.dataSourceClassType || "";
+    if (classType.includes("postgres")) types.add("CUSTOM_SOURCE");
+    if (classType.includes("clickhouse")) types.add("CUSTOM_SOURCE");
+    if (classType.includes("couchbase")) types.add("CUSTOM_SOURCE");
   }
   return types;
 }
@@ -241,8 +277,12 @@ const RegisterDatasetModal = ({
 
   // Form state
   const [name, setName] = useState("");
+  const [namespace, setNamespace] = useState("");
+  const [collection, setCollection] = useState("");
+  const [description, setDescription] = useState("");
   const [storagePath, setStoragePath] = useState("");
   const [storageType, setStorageType] = useState("file");
+  const [storageFileFormat, setStorageFileFormat] = useState("parquet");
   const [featuresInput, setFeaturesInput] = useState<EuiComboBoxOptionOption[]>(
     [],
   );
@@ -336,9 +376,14 @@ const RegisterDatasetModal = ({
       join_keys: joinKeysInput.map((o) => o.label),
       storage_path: storagePath.trim(),
       storage_type: storageType,
+      storage_file_format:
+        storageType === "spark" ? storageFileFormat : undefined,
       tags: tagsObj,
       full_feature_names: fullFeatureNames,
       feature_service_name: featureServiceName || undefined,
+      namespace: namespace.trim() || undefined,
+      collection: collection.trim() || undefined,
+      description: description.trim() || undefined,
     };
     await onSubmit(payload);
   };
@@ -395,6 +440,18 @@ const RegisterDatasetModal = ({
             />
           </EuiFormRow>
         </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Description"
+            helpText="Brief description of this dataset."
+          >
+            <EuiFieldText
+              value={description}
+              onChange={(e) => setDescription(e.target.value)}
+              placeholder="e.g. Training data for driver fraud model"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
         <EuiFlexItem>
           <EuiFormRow
             label="Feature Service (optional)"
@@ -419,6 +476,49 @@ const RegisterDatasetModal = ({
         </EuiFlexItem>
       </EuiFlexGroup>
 
+      <EuiSpacer size="m" />
+
+      {/* Section: Organization */}
+      <EuiTitle size="xxs">
+        <h4>Organization (optional)</h4>
+      </EuiTitle>
+      <EuiSpacer size="s" />
+
+      <EuiPanel color="subdued" paddingSize="s" hasBorder={false}>
+        <EuiText size="xs" color="subdued">
+          Group datasets into namespaces and collections for hierarchical
+          organization. Leave empty to keep the dataset at the top level.
+        </EuiText>
+      </EuiPanel>
+      <EuiSpacer size="s" />
+
+      <EuiFlexGroup gutterSize="m">
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Namespace"
+            helpText="Top-level grouping (e.g. fraud, underwriting, analytics)."
+          >
+            <EuiFieldText
+              value={namespace}
+              onChange={(e) => setNamespace(e.target.value)}
+              placeholder="e.g. fraud"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+        <EuiFlexItem>
+          <EuiFormRow
+            label="Collection"
+            helpText="Sub-grouping within the namespace (e.g. raw, curated, training)."
+          >
+            <EuiFieldText
+              value={collection}
+              onChange={(e) => setCollection(e.target.value)}
+              placeholder="e.g. training"
+            />
+          </EuiFormRow>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+
       <EuiSpacer size="m" />
       <EuiHorizontalRule margin="s" />
 
@@ -464,6 +564,41 @@ const RegisterDatasetModal = ({
         />
       </EuiFormRow>
 
+      {storageType === "spark" && (
+        <EuiFormRow
+          label="File Format"
+          helpText="Required for Spark path-based storage. Specifies the data file format."
+        >
+          <EuiSuperSelect
+            options={[
+              {
+                value: "parquet",
+                inputDisplay: "Parquet",
+                dropdownDisplay: <strong>Parquet</strong>,
+              },
+              {
+                value: "avro",
+                inputDisplay: "Avro",
+                dropdownDisplay: <strong>Avro</strong>,
+              },
+              {
+                value: "csv",
+                inputDisplay: "CSV",
+                dropdownDisplay: <strong>CSV</strong>,
+              },
+              {
+                value: "json",
+                inputDisplay: "JSON",
+                dropdownDisplay: <strong>JSON</strong>,
+              },
+            ]}
+            valueOfSelected={storageFileFormat}
+            onChange={setStorageFileFormat}
+            fullWidth
+          />
+        </EuiFormRow>
+      )}
+
       <EuiSpacer size="m" />
       <EuiHorizontalRule margin="s" />
 
diff --git a/ui/src/parsers/parseEntityRelationships.ts b/ui/src/parsers/parseEntityRelationships.ts
index b1a014044a0..6156b67d895 100644
--- a/ui/src/parsers/parseEntityRelationships.ts
+++ b/ui/src/parsers/parseEntityRelationships.ts
@@ -11,6 +11,62 @@ interface EntityRelation {
   target: EntityReference;
 }
 
+/**
+ * Extract physical location identifiers (URIs, tables, paths) from a
+ * SavedDatasetStorage JSON object (protobuf-JSON camelCase format).
+ */
+const extractStorageIdentifiers = (storage: any): Set<string> => {
+  const ids = new Set<string>();
+  if (!storage) return ids;
+  if (storage.fileStorage?.uri) ids.add(storage.fileStorage.uri);
+  if (storage.bigqueryStorage?.table) ids.add(storage.bigqueryStorage.table);
+  if (storage.redshiftStorage?.table) ids.add(storage.redshiftStorage.table);
+  if (storage.snowflakeStorage?.table) ids.add(storage.snowflakeStorage.table);
+  if (storage.sparkStorage?.path) ids.add(storage.sparkStorage.path);
+  if (storage.sparkStorage?.table) ids.add(storage.sparkStorage.table);
+  if (storage.trinoStorage?.table) ids.add(storage.trinoStorage.table);
+  if (storage.athenaStorage?.table) ids.add(storage.athenaStorage.table);
+  return ids;
+};
+
+/**
+ * Extract physical location identifiers from a DataSource JSON object.
+ */
+const extractDataSourceIdentifiers = (ds: any): Set<string> => {
+  const ids = new Set<string>();
+  if (!ds) return ids;
+  if (ds.fileOptions?.uri) ids.add(ds.fileOptions.uri);
+  if (ds.bigqueryOptions?.table) ids.add(ds.bigqueryOptions.table);
+  if (ds.redshiftOptions?.table) ids.add(ds.redshiftOptions.table);
+  if (ds.snowflakeOptions?.table) ids.add(ds.snowflakeOptions.table);
+  if (ds.sparkOptions?.path) ids.add(ds.sparkOptions.path);
+  if (ds.sparkOptions?.table) ids.add(ds.sparkOptions.table);
+  if (ds.trinoOptions?.table) ids.add(ds.trinoOptions.table);
+  if (ds.athenaOptions?.table) ids.add(ds.athenaOptions.table);
+  // Embedded batch source
+  if (ds.batchSource) {
+    extractDataSourceIdentifiers(ds.batchSource).forEach((id) => ids.add(id));
+  }
+  return ids;
+};
+
+/**
+ * Build a reverse index from physical location identifier → DataSource name.
+ */
+const buildDataSourceLocationIndex = (
+  dataSources: any[],
+): Map<string, string> => {
+  const index = new Map<string, string>();
+  dataSources?.forEach((ds: any) => {
+    const name = ds.spec?.name || ds.name;
+    if (!name) return;
+    extractDataSourceIdentifiers(ds.spec || ds).forEach((id) => {
+      index.set(id, name);
+    });
+  });
+  return index;
+};
+
 const parseEntityRelationships = (objects: feast.core.Registry) => {
   const links: EntityRelation[] = [];
 
@@ -80,7 +136,7 @@ const parseEntityRelationships = (objects: feast.core.Registry) => {
       });
     });
 
-    // Data source relationships
+    // Source relationships — upstream feature views and request sources
     Object.values(fv.spec?.sources!).forEach(
       (input: { [key: string]: any }) => {
         if (input.requestDataSource) {
@@ -95,17 +151,10 @@ const parseEntityRelationships = (objects: feast.core.Registry) => {
             },
           });
         } else if (input.featureViewProjection?.featureViewName) {
-          const source_fv = objects.featureViews?.find(
-            (el) =>
-              el.spec?.name === input.featureViewProjection.featureViewName,
-          );
-          if (!source_fv) {
-            return;
-          }
           links.push({
             source: {
-              type: FEAST_FCO_TYPES["dataSource"],
-              name: source_fv.spec?.batchSource?.name || "",
+              type: FEAST_FCO_TYPES["featureView"],
+              name: input.featureViewProjection.featureViewName,
             },
             target: {
               type: FEAST_FCO_TYPES["featureView"],
@@ -195,6 +244,73 @@ const parseEntityRelationships = (objects: feast.core.Registry) => {
     }
   });
 
+  // Build data source location index for storage-based matching
+  const allDataSources = [
+    ...((objects as any).dataSources || []),
+    ...(objects.featureViews || [])
+      .map((fv: any) => fv.spec?.batchSource)
+      .filter(Boolean),
+    ...(objects.streamFeatureViews || [])
+      .flatMap((sfv: any) => [sfv.spec?.batchSource, sfv.spec?.streamSource])
+      .filter(Boolean),
+  ];
+  const dsLocationIndex = buildDataSourceLocationIndex(allDataSources);
+
+  (objects as any).savedDatasets?.forEach((sd: any) => {
+    if (sd.spec?.featureServiceName) {
+      links.push({
+        source: {
+          type: FEAST_FCO_TYPES["featureService"],
+          name: sd.spec.featureServiceName,
+        },
+        target: {
+          type: FEAST_FCO_TYPES["savedDataset"],
+          name: sd.spec?.name!,
+        },
+      });
+    }
+
+    // FeatureView -> SavedDataset (derived from feature refs "view:feat")
+    const seenViews = new Set<string>();
+    sd.spec?.features?.forEach((featRef: string) => {
+      const parts = featRef.split(":");
+      const viewName = parts.length >= 2 ? parts[0] : featRef;
+      if (viewName && !seenViews.has(viewName)) {
+        seenViews.add(viewName);
+        links.push({
+          source: {
+            type: FEAST_FCO_TYPES["featureView"],
+            name: viewName,
+          },
+          target: {
+            type: FEAST_FCO_TYPES["savedDataset"],
+            name: sd.spec?.name!,
+          },
+        });
+      }
+    });
+
+    // DataSource -> SavedDataset (matched by storage location)
+    const storageIds = extractStorageIdentifiers(sd.spec?.storage);
+    const matchedDsNames = new Set<string>();
+    storageIds.forEach((locId) => {
+      const dsName = dsLocationIndex.get(locId);
+      if (dsName && !matchedDsNames.has(dsName)) {
+        matchedDsNames.add(dsName);
+        links.push({
+          source: {
+            type: FEAST_FCO_TYPES["dataSource"],
+            name: dsName,
+          },
+          target: {
+            type: FEAST_FCO_TYPES["savedDataset"],
+            name: sd.spec?.name!,
+          },
+        });
+      }
+    });
+  });
+
   return links;
 };
 
diff --git a/ui/src/parsers/types.ts b/ui/src/parsers/types.ts
index fc9f88d045f..de6a6be9e99 100644
--- a/ui/src/parsers/types.ts
+++ b/ui/src/parsers/types.ts
@@ -4,6 +4,7 @@ enum FEAST_FCO_TYPES {
   featureView = "featureView",
   featureService = "featureService",
   labelView = "labelView",
+  savedDataset = "savedDataset",
   mlflowRun = "mlflowRun",
   mlflowModel = "mlflowModel",
   openlineageJob = "openlineageJob",
diff --git a/ui/src/queries/mutations/useDataSourceMutations.ts b/ui/src/queries/mutations/useDataSourceMutations.ts
index 737ced0dbfd..a59313bf7a7 100644
--- a/ui/src/queries/mutations/useDataSourceMutations.ts
+++ b/ui/src/queries/mutations/useDataSourceMutations.ts
@@ -15,6 +15,12 @@ interface ApplyDataSourcePayload {
   redshift_options?: { table: string; database: string; schema_: string };
   kafka_options?: { kafka_bootstrap_servers: string; topic: string };
   spark_options?: { table: string; path: string };
+  custom_options?: {
+    configuration?: string;
+    class_name?: string;
+    config?: string;
+  };
+  data_source_class_type?: string;
 }
 
 interface DeleteDataSourcePayload {
diff --git a/ui/src/queries/mutations/useFeatureServiceMutations.ts b/ui/src/queries/mutations/useFeatureServiceMutations.ts
new file mode 100644
index 00000000000..85bd3f4fd44
--- /dev/null
+++ b/ui/src/queries/mutations/useFeatureServiceMutations.ts
@@ -0,0 +1,100 @@
+import { useMutation, useQueryClient } from "react-query";
+
+interface FeatureViewProjectionPayload {
+  feature_view_name: string;
+  feature_names?: string[];
+}
+
+interface ApplyFeatureServicePayload {
+  name: string;
+  project: string;
+  features: FeatureViewProjectionPayload[];
+  description?: string;
+  tags?: Record<string, string>;
+  owner?: string;
+}
+
+interface DeleteFeatureServicePayload {
+  name: string;
+  project: string;
+}
+
+interface MutationResult {
+  name: string;
+  project: string;
+  status: string;
+}
+
+const API_BASE = "/api/v1";
+
+const applyFeatureService = async (
+  payload: ApplyFeatureServicePayload,
+): Promise<MutationResult> => {
+  const response = await fetch(`${API_BASE}/feature_services`, {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify(payload),
+  });
+
+  if (!response.ok) {
+    const error = await response
+      .json()
+      .catch(() => ({ detail: response.statusText }));
+    throw new Error(
+      error.detail || `Failed to apply feature service: ${response.status}`,
+    );
+  }
+
+  return response.json();
+};
+
+const deleteFeatureService = async (
+  payload: DeleteFeatureServicePayload,
+): Promise<MutationResult> => {
+  const response = await fetch(
+    `${API_BASE}/feature_services/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`,
+    { method: "DELETE" },
+  );
+
+  if (!response.ok) {
+    const error = await response
+      .json()
+      .catch(() => ({ detail: response.statusText }));
+    throw new Error(
+      error.detail || `Failed to delete feature service: ${response.status}`,
+    );
+  }
+
+  return response.json();
+};
+
+const useApplyFeatureService = () => {
+  const queryClient = useQueryClient();
+
+  return useMutation(applyFeatureService, {
+    onSuccess: () => {
+      queryClient.invalidateQueries(["rest"]);
+      queryClient.invalidateQueries(["feature-services-rest"]);
+      queryClient.invalidateQueries(["feature-service-rest"]);
+    },
+  });
+};
+
+const useDeleteFeatureService = () => {
+  const queryClient = useQueryClient();
+
+  return useMutation(deleteFeatureService, {
+    onSuccess: () => {
+      queryClient.invalidateQueries(["rest"]);
+      queryClient.invalidateQueries(["feature-services-rest"]);
+      queryClient.invalidateQueries(["feature-service-rest"]);
+    },
+  });
+};
+
+export { useApplyFeatureService, useDeleteFeatureService };
+export type {
+  ApplyFeatureServicePayload,
+  DeleteFeatureServicePayload,
+  FeatureViewProjectionPayload,
+};
diff --git a/ui/src/queries/useLoadOpenLineageGraph.ts b/ui/src/queries/useLoadOpenLineageGraph.ts
index 25bd4e12389..ec6350e8763 100644
--- a/ui/src/queries/useLoadOpenLineageGraph.ts
+++ b/ui/src/queries/useLoadOpenLineageGraph.ts
@@ -42,6 +42,7 @@ export interface OpenLineageGraphData {
   nodes: OpenLineageNode[];
   edges: OpenLineageEdge[];
   symlinks?: OpenLineageSymlink[];
+  total_nodes?: number;
 }
 
 export interface OpenLineageEvent {
@@ -68,16 +69,40 @@ export interface RegistryLineageData {
   indirect_relationships: RegistryRelationship[];
 }
 
-const useLoadOpenLineageGraph = () => {
+const useLoadOpenLineageGraph = (options?: {
+  namespace?: string;
+  limit?: number;
+  offset?: number;
+}) => {
   const registryUrl = useContext(RegistryPathContext);
   const { fetchOptions } = useDataMode();
 
+  const params = new URLSearchParams();
+  if (options?.namespace) params.set("namespace", options.namespace);
+  if (options?.limit) params.set("limit", options.limit.toString());
+  if (options?.offset) params.set("offset", options.offset.toString());
+  const qs = params.toString();
+  const path = qs
+    ? `/lineage/openlineage/graph?${qs}`
+    : "/lineage/openlineage/graph";
+
   return useQuery<OpenLineageGraphData>(
-    ["openlineage-graph"],
+    ["openlineage-graph", options?.namespace, options?.limit, options?.offset],
+    () => restFetch<OpenLineageGraphData>(registryUrl, path, fetchOptions),
+    { enabled: !!registryUrl },
+  );
+};
+
+const useLoadNamespaces = () => {
+  const registryUrl = useContext(RegistryPathContext);
+  const { fetchOptions } = useDataMode();
+
+  return useQuery<{ namespaces: string[] }>(
+    ["openlineage-namespaces"],
     () =>
-      restFetch<OpenLineageGraphData>(
+      restFetch<{ namespaces: string[] }>(
         registryUrl,
-        "/lineage/openlineage/graph",
+        "/lineage/openlineage/namespaces",
         fetchOptions,
       ),
     { enabled: !!registryUrl },
@@ -125,8 +150,37 @@ const useLoadRegistryLineage = (project?: string) => {
   );
 };
 
+export interface OpenLineageJob {
+  job_namespace: string;
+  job_name: string;
+  job_type?: string | null;
+  producer?: string | null;
+  description?: string | null;
+  latest_run_id?: string | null;
+  updated_at: number;
+  facets_json?: string | null;
+}
+
+const useLoadOpenLineageJobs = () => {
+  const registryUrl = useContext(RegistryPathContext);
+  const { fetchOptions } = useDataMode();
+
+  return useQuery<{ jobs: OpenLineageJob[] }>(
+    ["openlineage-jobs"],
+    () =>
+      restFetch<{ jobs: OpenLineageJob[] }>(
+        registryUrl,
+        "/lineage/openlineage/jobs",
+        fetchOptions,
+      ),
+    { enabled: !!registryUrl },
+  );
+};
+
 export {
   useLoadOpenLineageGraph,
   useLoadOpenLineageEvents,
+  useLoadOpenLineageJobs,
   useLoadRegistryLineage,
+  useLoadNamespaces,
 };
diff --git a/ui/src/utils/permissionUtils.ts b/ui/src/utils/permissionUtils.ts
index c4c4cef032e..2f1f8e06628 100644
--- a/ui/src/utils/permissionUtils.ts
+++ b/ui/src/utils/permissionUtils.ts
@@ -1,5 +1,16 @@
 import { FEAST_FCO_TYPES } from "../parsers/types";
 
+/**
+ * Test if a regex pattern is potentially vulnerable to catastrophic backtracking.
+ * Rejects patterns with nested quantifiers like (a+)+ or (a*)*
+ */
+const isSafePattern = (pattern: string): boolean => {
+  if (pattern.length > 1000) return false;
+  // Reject nested quantifiers: a quantifier applied to a group containing a quantifier
+  if (/(\([^)]*[+*][^)]*\))[+*{]/.test(pattern)) return false;
+  return true;
+};
+
 /**
  * Get permissions for a specific entity
  * @param permissions List of all permissions
@@ -42,6 +53,9 @@ export const getEntityPermissions = (
       matchesName = true; // If no name patterns, matches all names
     } else {
       matchesName = permission.spec?.name_patterns?.some((pattern: string) => {
+        if (!pattern || !isSafePattern(pattern)) {
+          return pattern === entityName;
+        }
         try {
           const regex = new RegExp(pattern);
           return regex.test(entityName);