diff --git a/.claude/skills/feast-user-guide/SKILL.md b/.claude/skills/feast-user-guide/SKILL.md index 09477c59800..9fd50297875 120000 --- a/.claude/skills/feast-user-guide/SKILL.md +++ b/.claude/skills/feast-user-guide/SKILL.md @@ -1 +1 @@ -../../../../skills/feast-user-guide/SKILL.md \ No newline at end of file +../../../skills/feast-user-guide/SKILL.md \ No newline at end of file diff --git a/.github/workflows/operator-e2e-integration-tests.yml b/.github/workflows/operator-e2e-integration-tests.yml index a0e5e75398f..788d6f1cac5 100644 --- a/.github/workflows/operator-e2e-integration-tests.yml +++ b/.github/workflows/operator-e2e-integration-tests.yml @@ -52,7 +52,7 @@ jobs: - name: Set up Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Create KIND cluster run: | diff --git a/.github/workflows/operator_pr.yml b/.github/workflows/operator_pr.yml index 39066286e53..ff423e65965 100644 --- a/.github/workflows/operator_pr.yml +++ b/.github/workflows/operator_pr.yml @@ -14,7 +14,7 @@ jobs: - name: Install Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Operator tests run: make -C infra/feast-operator test - name: After code formatting, check for uncommitted differences diff --git a/.github/workflows/pr_local_integration_tests.yml b/.github/workflows/pr_local_integration_tests.yml index 4926d9970d2..115be2298cd 100644 --- a/.github/workflows/pr_local_integration_tests.yml +++ b/.github/workflows/pr_local_integration_tests.yml @@ -59,7 +59,7 @@ jobs: - name: Install Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Operator Data Source types test run: make -C infra/feast-operator test-datasources - name: Minimize uv cache diff --git a/.github/workflows/publish_images.yml b/.github/workflows/publish_images.yml index 9a626b434dd..8b9abddcb0e 100644 --- a/.github/workflows/publish_images.yml +++ b/.github/workflows/publish_images.yml @@ -11,6 +11,10 @@ on: required: true default: "" type: string + ref: + description: 'Git ref to checkout (branch, tag, or SHA). Defaults to the triggering ref. Use to rebuild images from a different branch (e.g., master) when the release tag has a broken Dockerfile.' + required: false + type: string workflow_call: # Allows trigger of the workflow from another workflow inputs: custom_version: # Optional input for a custom version @@ -36,6 +40,7 @@ jobs: steps: - uses: actions/checkout@v4 with: + ref: ${{ github.event.inputs.ref || github.ref }} submodules: 'true' - id: get-version uses: ./.github/actions/get-semantic-release-version diff --git a/.github/workflows/registry-rest-api-tests.yml b/.github/workflows/registry-rest-api-tests.yml index 68be4e9b91d..7862a396458 100644 --- a/.github/workflows/registry-rest-api-tests.yml +++ b/.github/workflows/registry-rest-api-tests.yml @@ -50,7 +50,7 @@ jobs: - name: Set up Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Create KIND cluster run: | diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index b2e8f39fbef..627dfd589a1 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -111,7 +111,7 @@ jobs: - name: Install Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Build & version operator-specific release files run: make -C infra/feast-operator build-installer bundle @@ -144,7 +144,7 @@ jobs: - name: Install Go uses: actions/setup-go@v5 with: - go-version: 1.24.12 + go-version: 1.25.0 - name: Compile Go Test Binaries run: | cd infra/feast-operator diff --git a/.secrets.baseline b/.secrets.baseline index 3d012df0987..74979b4f91b 100644 --- a/.secrets.baseline +++ b/.secrets.baseline @@ -934,7 +934,7 @@ "filename": "infra/feast-operator/api/v1/featurestore_types.go", "hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c", "is_verified": false, - "line_number": 879 + "line_number": 885 } ], "infra/feast-operator/api/v1/zz_generated.deepcopy.go": [ @@ -957,7 +957,7 @@ "filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go", "hashed_secret": "c2028031c154bbe86fd69bef740855c74b927dcf", "is_verified": false, - "line_number": 1491 + "line_number": 1496 } ], "infra/feast-operator/api/v1alpha1/featurestore_types.go": [ @@ -1156,7 +1156,7 @@ "filename": "infra/feast-operator/internal/controller/services/services.go", "hashed_secret": "36dc326eb15c7bdd8d91a6b87905bcea20b637d1", "is_verified": false, - "line_number": 179 + "line_number": 180 } ], "infra/feast-operator/internal/controller/services/tls_test.go": [ @@ -1539,5 +1539,5 @@ } ] }, - "generated_at": "2026-05-01T07:12:24Z" + "generated_at": "2026-05-22T11:36:48Z" } diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md index 44c1cc09477..1b0b0961d79 100644 --- a/docs/SUMMARY.md +++ b/docs/SUMMARY.md @@ -56,6 +56,7 @@ * [RAG Fine Tuning with Feast and Milvus](../examples/rag-retriever/README.md) * [MCP - AI Agent Example](../examples/mcp_feature_store/README.md) * [Feast-Powered AI Agent](../examples/agent_feature_store/README.md) +* [Demo Notebooks](tutorials/demo-notebooks.md) ## How-to Guides diff --git a/docs/getting-started/concepts/feast-types.md b/docs/getting-started/concepts/feast-types.md index df95ea3bc2a..7d864b6a18f 100644 --- a/docs/getting-started/concepts/feast-types.md +++ b/docs/getting-started/concepts/feast-types.md @@ -12,7 +12,7 @@ Feast supports the following categories of data types: - **UUID types**: `Uuid` and `TimeUuid` for universally unique identifiers. Stored as strings at the proto level but deserialized to `uuid.UUID` objects in Python. - **Array types**: ordered lists of any primitive type, e.g. `Array(Int64)`, `Array(String)`, `Array(Uuid)`. - **Set types**: unordered collections of unique values for any primitive type, e.g. `Set(String)`, `Set(Int64)`. Set types are not inferred by any backend and must be explicitly declared. They are best suited for online serving use cases. -- **Map types**: dictionary-like structures with string keys and values that can be any supported Feast type (including nested maps), e.g. `Map`, `Array(Map)`. +- **Map types**: dictionary-like structures. `Map` has string keys and values that can be any supported Feast type (including nested maps), e.g. `Map`, `Array(Map)`. `ScalarMap` has non-string scalar keys (int, float, bool, UUID, Decimal, bytes, datetime) — Feast infers `ScalarMap` automatically when the first key is not a string. `ScalarMap` must be explicitly declared in schema and is not inferred by any backend. - **JSON type**: opaque JSON data stored as a string at the proto level but semantically distinct from `String` — backends use native JSON types (`jsonb`, `VARIANT`, etc.), e.g. `Json`, `Array(Json)`. - **Struct type**: schema-aware structured type with named, typed fields. Unlike `Map` (which is schema-free), a `Struct` declares its field names and their types, enabling schema validation, e.g. `Struct({"name": String, "age": Int32})`. @@ -41,8 +41,8 @@ Map, JSON, and Struct types are supported across all major Feast backends: | Spark | `struct<...>` | `Struct` | | Spark | `array>` | `Array(Struct(...))` | | MSSQL | `nvarchar(max)` | `Map`, `Json`, `Struct` | -| DynamoDB | Proto bytes | `Map`, `Json`, `Struct` | -| Redis | Proto bytes | `Map`, `Json`, `Struct` | +| DynamoDB | Proto bytes | `Map`, `Json`, `Struct`, `ScalarMap` | +| Redis | Proto bytes | `Map`, `Json`, `Struct`, `ScalarMap` | | Milvus | `VARCHAR` (serialized) | `Map`, `Json`, `Struct` | **Note**: When the backend native type is ambiguous (e.g., `jsonb` could be `Map`, `Json`, or `Struct`), the **schema-declared Feast type takes precedence**. The backend-to-Feast type mappings above are only used for schema inference when no explicit type is provided. diff --git a/docs/getting-started/quickstart.md b/docs/getting-started/quickstart.md index e98425f9149..aa56d09b1d8 100644 --- a/docs/getting-started/quickstart.md +++ b/docs/getting-started/quickstart.md @@ -666,6 +666,7 @@ show up in the upcoming concepts + architecture + tutorial pages as well. ## Next steps +* Run `feast demo-notebooks` to generate tailored Jupyter notebooks for your project. See [Demo Notebooks](../tutorials/demo-notebooks.md). * Read the [Concepts](concepts/) page to understand the Feast data model. * Read the [Architecture](architecture/) page. * Check out our [Tutorials](../tutorials/tutorials-overview/) section for more examples on how to use Feast. diff --git a/docs/how-to-guides/feast-operator/03-serving-and-observability.md b/docs/how-to-guides/feast-operator/03-serving-and-observability.md index efd7b5e5300..7ecb7ef68bc 100644 --- a/docs/how-to-guides/feast-operator/03-serving-and-observability.md +++ b/docs/how-to-guides/feast-operator/03-serving-and-observability.md @@ -279,6 +279,34 @@ MCP is mounted at `/mcp` on port 6566 — no additional Kubernetes Service is cr > **Dependency**: the feature server image must include `feast[mcp]` (`fastapi-mcp`). > Without it the server starts normally but MCP routes are not registered. +### Registry MCP + +MCP can also be enabled on the **registry REST server**, exposing registry metadata +(entities, feature views, feature services) as MCP tool endpoints. This is configured +under `registry.local.server.mcp` and requires `restAPI: true`. + +```yaml +services: + registry: + local: + server: + restAPI: true + mcp: + enabled: true + persistence: + store: + type: sql + secretRef: + name: feast-data-stores +``` + +The operator writes `registry.mcp.enabled: true` into `feature_store.yaml` when +this field is set. A CEL validation rule enforces that `restAPI` must be `true` +when MCP is enabled. + +> **Note**: Registry MCP uses only the `enabled` field — `serverName`, `serverVersion`, +> and `transport` are not applicable to the registry server. + --- ## `serving` vs `server` — summary 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 32741cd68ee..a74f8432fe4 100644 --- a/docs/how-to-guides/feast-operator/04-registry-topology.md +++ b/docs/how-to-guides/feast-operator/04-registry-topology.md @@ -75,6 +75,32 @@ registry: grpc: true # enable gRPC (default: true when server is set) ``` +### MCP on the registry server + +When the REST API is enabled, you can additionally expose registry metadata as +MCP (Model Context Protocol) tool endpoints for LLM agents: + +```yaml +services: + registry: + local: + server: + restAPI: true + mcp: + enabled: true + persistence: + store: + type: sql + secretRef: + name: feast-data-stores +``` + +The operator writes `registry.mcp.enabled: true` into `feature_store.yaml`. +A validation rule enforces that `restAPI` must be `true` when `mcp.enabled` is `true`. + +See [Guide 3 — Serving & Observability](03-serving-and-observability.md#registry-mcp) +for more details and the full MCP configuration reference. + --- ## Remote registry @@ -188,4 +214,5 @@ spec: - [API reference — `RemoteRegistryConfig`](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/docs/api/markdown/ref.md#remoteregistryconfig) - [Sample: all remote servers](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_all_remote_servers.yaml) - [Sample: DB persistence](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_db_persistence.yaml) +- [Sample: MCP](https://github.com/feast-dev/feast/blob/stable/infra/feast-operator/config/samples/v1_featurestore_mcp.yaml) - [Feast SDK — Registries](../reference/registries/) diff --git a/docs/reference/data-sources/mongodb.md b/docs/reference/data-sources/mongodb.md index c1b6eed1bed..8902affd3c5 100644 --- a/docs/reference/data-sources/mongodb.md +++ b/docs/reference/data-sources/mongodb.md @@ -28,9 +28,7 @@ The full set of configuration options is available [here](https://rtd.feast.dev/ ## Vector Search -The MongoDB online store supports [Atlas Vector Search](https://www.mongodb.com/docs/atlas/atlas-vector-search/), enabling similarity search over feature embeddings stored in MongoDB Atlas. This is powered by the `$vectorSearch` aggregation stage and requires MongoDB Atlas (or the `mongodb/mongodb-atlas-local` Docker image for local development). - -See [PR #6344](https://github.com/feast-dev/feast/pull/6344) for full implementation details. +The MongoDB online store supports [MongoDB Vector Search](https://www.mongodb.com/docs/atlas/atlas-vector-search/), enabling similarity search over feature embeddings stored in MongoDB. This is powered by the `$vectorSearch` aggregation stage and supports MongoDB Atlas, self-hosted MongoDB with Atlas Search indexes, and the `mongodb/mongodb-atlas-local` Docker image for local development. ### Configuration @@ -41,7 +39,7 @@ project: my_project provider: local online_store: type: mongodb - connection_string: mongodb+srv://:@cluster.mongodb.net + connection_string: mongodb+srv://:@cluster.mongodb.net # pragma: allowlist secret vector_enabled: true similarity: cosine # cosine | euclidean | dotProduct vector_index_wait_timeout: 60 # seconds to wait for index to become queryable @@ -76,32 +74,24 @@ item_embeddings = FeatureView( ) ``` -When `feast apply` (or `store.update()`) runs with `vector_enabled=True`, Atlas vector search indexes are automatically created for any field with `vector_index=True`. Indexes are also automatically dropped when feature views are removed. +When `feast apply` (or `store.update()`) runs with `vector_enabled=True`, MongoDB vector search indexes are automatically created for any field with `vector_index=True`. Indexes are also automatically dropped when feature views are removed. ### Retrieving Documents via Vector Search Use `retrieve_online_documents_v2()` to perform similarity search: ```python -source = FeatureStore(repo_path=".") +store = FeatureStore(repo_path=".") results = store.retrieve_online_documents_v2( - config=repo_config, - table=item_embeddings, - requested_features=["embedding", "title"], - embedding=[0.1, 0.2, ...], # query vector + features=["item_embeddings:embedding", "item_embeddings:title"], + query=[0.1, 0.2, ...], # query vector top_k=5, ) - -# Each result is a (event_timestamp, entity_key_proto, feature_dict) tuple. -# feature_dict includes a synthetic "distance" key with the vector search score. -for ts, entity_key, features in results: - print(features["title"].string_val, features["distance"].float_val) -``` ``` ### How It Works -- **Index creation**: `update()` creates an Atlas vector search index named `____vs_index` for each vector-indexed field. It waits for the index to reach `READY` status before proceeding. +- **Index creation**: `update()` creates a MongoDB vector search index named `____vs_index` for each vector-indexed field. It waits for the index to reach `READY` status before proceeding. - **Query execution**: `retrieve_online_documents_v2()` builds a `$vectorSearch` aggregation pipeline with `numCandidates = max(top_k * 10, 100)` and the specified `limit`. - **Score**: Results include a `distance` field populated from `$meta: "vectorSearchScore"`. - **BSON compatibility**: Query vectors are coerced to native Python floats to avoid numpy serialization issues. diff --git a/docs/reference/feast-cli-commands.md b/docs/reference/feast-cli-commands.md index 535065b5a98..99a99ab1707 100644 --- a/docs/reference/feast-cli-commands.md +++ b/docs/reference/feast-cli-commands.md @@ -21,6 +21,7 @@ Commands: apply Create or update a feature store deployment configuration Display Feast configuration delete Delete a Feast object from the registry + demo-notebooks Generate demo Jupyter notebooks for the project entities Access entities feature-views Access feature views init Create a new Feast repository @@ -142,6 +143,47 @@ The delete operation is permanent and will remove the object from the registry. If multiple objects have the same name across different types, `feast delete` will delete the first one it finds. For programmatic deletion with more control, use the Python SDK methods like `store.delete_feature_view()`, `store.delete_feature_service()`, etc. {% endhint %} +## Demo Notebooks + +Generate tailored demo Jupyter notebooks for each Feast project found in the current directory. + +```bash +feast demo-notebooks +``` + +The command searches for `feature_store.yaml` in the current directory and every file inside the `feast-config/` directory. Each file is treated as a separate project config, and notebooks are created under `./feast-demo-notebooks//`. + +The generated notebooks adapt to your project configuration (online/offline store types, authentication, vector search) and cover: + +* **Feature store overview** — explore registered entities, feature views, and services. +* **Historical feature retrieval** — build training datasets with point-in-time correct joins. +* **Online feature serving** — materialize features and retrieve them at low latency. + +**Options:** + +* `-o, --output-dir` — Directory where the notebooks are written. Default: `./feast-demo-notebooks`. +* `--overwrite` — Overwrite existing notebooks if the output directory already exists. + +```bash +feast demo-notebooks -o ./my-notebooks --overwrite +``` + +You can also use the `--chdir` global option to point at a different feature repository: + +```bash +feast -c /path/to/feature_repo demo-notebooks +``` + +The same functionality is available via the Python SDK: + +```python +from feast import copy_demo_notebooks + +copy_demo_notebooks(output_dir="./feast-demo-notebooks", repo_path=".") +``` + +For more details see the [Demo Notebooks tutorial](../tutorials/demo-notebooks.md). + ## Entities List all registered entities diff --git a/docs/reference/feature-store-yaml.md b/docs/reference/feature-store-yaml.md index c287ddbc73a..9c8975eb335 100644 --- a/docs/reference/feature-store-yaml.md +++ b/docs/reference/feature-store-yaml.md @@ -49,6 +49,29 @@ feature_server: offline_push_batching_batch_interval_seconds: 5 # Maximum time rows may remain buffered before a forced flush. ``` +### registry + +The `registry` field can be a simple path string or an object with additional +configuration. When using the REST registry server, MCP support can be enabled: + +```yaml +registry: + registry_type: sql + path: postgresql+psycopg://feast:feast@localhost:5432/feast #pragma: allowlist secret + mcp: + enabled: true +``` + +| Field | Type | Default | Description | +|-------|------|---------|-------------| +| `registry_type` | string | `file` | Registry backend (`file`, `sql`, etc.) | +| `path` | string | — | Connection string or file path | +| `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 +metadata (entities, feature views, feature services) as MCP tool endpoints for +LLM agents. Requires `feast[mcp]` to be installed. + ## Providers The `provider` field defines the environment in which Feast will execute data flows. As a result, it also determines the default values for other fields. diff --git a/docs/reference/mlflow.md b/docs/reference/mlflow.md new file mode 100644 index 00000000000..6522478409c --- /dev/null +++ b/docs/reference/mlflow.md @@ -0,0 +1,347 @@ +# MLflow Integration + +Feast provides **native integration** with [MLflow](https://mlflow.org/) for automatic feature lineage tracking alongside ML experiments. When enabled, every feature retrieval is logged to the active MLflow run. + +## Overview + +- **Which features did this model use?** -- auto-logged on every `get_historical_features()` / `get_online_features()` call +- **Which feature service should I use to serve this model?** -- resolved from model URI via `store.mlflow.resolve_features()` +- **Can I reproduce the exact training data?** -- entity DataFrame saved as an MLflow artifact +- **Which models break if I change a feature view?** -- reverse index via the Feast UI `/api/mlflow-feature-usage` endpoint +- **When was the feature store last updated?** -- `feast apply` and `feast materialize` logged to a separate ops experiment + +### Capabilities + +| Capability | How | +|---|---| +| Auto-log feature metadata | Tags on every retrieval inside an active MLflow run | +| Entity DataFrame archival | `entity_df.parquet` artifact for full reproducibility | +| Model registration with lineage | `feast.feature_service` tag propagated to model versions | +| Training-to-prediction linkage | `store.mlflow.load_model()` links prediction runs back to training runs | +| Model-to-feature resolution | Map any model URI back to its Feast feature service | +| Operation audit trail | `feast apply` / `feast materialize` logged to `{project}-feast-ops` | +| `store.mlflow` API | Single entry point — zero `import mlflow`, zero client objects | +| Feast UI integration | Per-feature-view usage stats and registered model associations | + +## Installation + +MLflow is an optional dependency: + +```bash +pip install feast[mlflow] +``` + +## Configuration + +Add the `mlflow` 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 + +mlflow: + enabled: true + tracking_uri: http://127.0.0.1:5000 # optional, falls back to MLFLOW_TRACKING_URI env var + auto_log: true # default + auto_log_entity_df: false # default + entity_df_max_rows: 100000 # default + log_operations: false # default + ops_experiment_suffix: "-feast-ops" # default +``` + +### Configuration options + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `enabled` | bool | `false` | Master switch for the entire integration | +| `tracking_uri` | string | *(none)* | MLflow tracking server URI. Falls back to `MLFLOW_TRACKING_URI` env var, then MLflow default (`./mlruns`) | +| `auto_log` | bool | `true` | Automatically log feature metadata on every retrieval when an active MLflow run exists | +| `auto_log_entity_df` | bool | `false` | Save the entity DataFrame as `entity_df.parquet` artifact on historical retrieval | +| `entity_df_max_rows` | int | `100000` | Skip entity DataFrame artifact upload for DataFrames exceeding this limit | +| `log_operations` | bool | `false` | Log `feast apply` and `feast materialize` to a separate MLflow experiment | +| `ops_experiment_suffix` | string | `"-feast-ops"` | Suffix appended to project name for the operations experiment | + +### Tracking URI resolution + +The tracking URI is resolved in this order: + +1. `tracking_uri` field in `feature_store.yaml` +2. `MLFLOW_TRACKING_URI` environment variable +3. MLflow's default (`./mlruns` local directory) + +This means you can omit `tracking_uri` from the YAML and set `MLFLOW_TRACKING_URI` in your environment instead, or it would be pulled from `./mlruns` automatically when both are not set. + +## What gets logged + +### Tags on retrieval runs + +When `auto_log: true` and an active MLflow run exists, each `get_historical_features()` or `get_online_features()` call records: + +| Tag | Example | Description | +|-----|---------|-------------| +| `feast.project` | `my_project` | Feast project name | +| `feast.retrieval_type` | `historical` / `online` | Type of feature retrieval | +| `feast.feature_service` | `driver_activity_v1` | Auto-resolved feature service name (if matched) | +| `feast.feature_views` | `driver_hourly_stats` | Comma-separated feature view names | +| `feast.feature_refs` | `driver_hourly_stats:conv_rate,...` | All feature references | +| `feast.entity_count` | `200` | Number of entities in the request | +| `feast.feature_count` | `5` | Number of features retrieved | + +### Metrics + +| Metric | Example | Description | +|--------|---------|-------------| +| `feast.job_submission_sec` | `0.4321` | Feature retrieval duration in seconds | + +### Artifacts + +When `auto_log_entity_df: true` and the entity DataFrame has fewer than `entity_df_max_rows` rows: + +| Artifact | Description | +|----------|-------------| +| `entity_df.parquet` | Full entity DataFrame used in the retrieval | + +When a model is logged via `store.mlflow.log_model()`: + +| Artifact | Description | +|----------|-------------| +| `feast_features.json` | JSON list of feature references the model was trained on | + +### Entity DataFrame metadata + +Regardless of `auto_log_entity_df`, the following metadata is logged when present: + +| Tag / Param | When | Description | +|-------------|------|-------------| +| `feast.entity_df_type` | Always | `dataframe`, `sql`, or `range` | +| `feast.entity_df_rows` | DataFrame input | Row count | +| `feast.entity_df_columns` | DataFrame input | Column names | +| `feast.entity_df_query` | SQL input | The SQL query string | +| `feast.start_date` / `feast.end_date` | Range-based input | Date range | + +### Operation logs + +When `log_operations: true`, `feast apply` and `feast materialize` create self-contained runs in the `{project}{ops_experiment_suffix}` experiment (default: `my_project-feast-ops`): + +**Apply runs:** + +| Tag / Metric | Example | +|--------------|---------| +| `feast.operation` | `apply` | +| `feast.project` | `my_project` | +| `feast.feature_views_changed` | `driver_hourly_stats,order_stats` | +| `feast.feature_services_changed` | `driver_activity_v1` | +| `feast.entities_changed` | `driver,restaurant` | +| `feast.apply.feature_views_count` | `2` | +| `feast.apply.feature_services_count` | `1` | +| `feast.apply.entities_count` | `2` | + +**Materialize runs:** + +| Tag / Metric | Example | +|--------------|---------| +| `feast.operation` | `materialize` / `materialize_incremental` | +| `feast.project` | `my_project` | +| `feast.materialize.feature_views` | `driver_hourly_stats` | +| `feast.materialize.start_date` | `2024-01-01T00:00:00` | +| `feast.materialize.end_date` | `2024-01-02T00:00:00` | +| `feast.materialize.duration_sec` | `12.3456` | + +## Usage + +### Automatic logging (zero code) + +With the configuration above, feature metadata is logged automatically whenever there is an active MLflow run. No explicit `import mlflow` is needed — just use `store.mlflow`: + +```python +from feast import FeatureStore + +store = FeatureStore(".") + +with store.mlflow.start_run(run_name="my_training"): + training_df = store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + # The run is now tagged with feast.feature_refs, feast.feature_views, etc. + + model = train(training_df) + store.mlflow.log_model(model, "model") +``` + +No extra code needed — the tags are written automatically. + +### `store.mlflow` API (recommended) + +`store.mlflow` is the primary way to interact with the Feast–MLflow integration. It provides Feast-enhanced versions of common MLflow operations, and delegates everything else to the raw `mlflow` module: + +```python +from feast import FeatureStore +from sklearn.linear_model import LogisticRegression + +store = FeatureStore(".") + +# Training +with store.mlflow.start_run(run_name="v1_training"): + df = store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + model = LogisticRegression().fit(X, y) + store.mlflow.log_model(model, "model") # Feast-enhanced: saves feast_features.json + train_run_id = store.mlflow.active_run_id + +# Register model (auto-tags version with feast.feature_service) +store.mlflow.register_model(f"runs:/{train_run_id}/model", "driver_model") + +# Prediction (auto-links to training run) +with store.mlflow.start_run(run_name="prediction"): + model = store.mlflow.load_model("models:/driver_model/1") + online_features = store.get_online_features( + features=store.get_feature_service("driver_activity_v1"), + entity_rows=[{"driver_id": 1001}], + ) + predictions = model.predict(...) +``` + +### `feast.mlflow` module API (alternative) + +For users who prefer a module-level import, `feast.mlflow` is a **drop-in replacement for `import mlflow`** that delegates to the same `store.mlflow` client under the hood: + +```python +import feast.mlflow +from feast import FeatureStore + +store = FeatureStore(".") # auto-registers with feast.mlflow + +with feast.mlflow.start_run(run_name="training"): + df = store.get_historical_features(...).to_df() + feast.mlflow.log_params({"lr": "0.01"}) # plain passthrough + feast.mlflow.log_metrics({"f1": 0.85}) # plain passthrough + feast.mlflow.log_model(model, "model") # Feast-enhanced +``` + +#### Store resolution + +`feast.mlflow` resolves its `FeatureStore` in this order: + +1. **Explicit `feast.mlflow.init(store)`** — if called, overrides everything +2. **Auto-registered** — the most recently created `FeatureStore` with `mlflow.enabled=true` registers itself automatically +3. **Auto-discovery** — falls back to `FeatureStore(".")` from the current directory + +In most cases, simply creating a `FeatureStore(...)` is enough — no `init()` needed. + +#### Error handling + +`feast.mlflow` raises clear errors on first use if something is misconfigured: + +| Condition | Error | +|-----------|-------| +| No `feature_store.yaml` in cwd and no store created | `RuntimeError` with guidance to call `feast.mlflow.init(store)` | +| `mlflow.enabled` is not set to `true` | `RuntimeError` with guidance to set `mlflow.enabled=true` | +| `mlflow` pip package not installed | `ImportError` with guidance to run `pip install feast[mlflow]` | + +When `mlflow.enabled` is `false` (or omitted), `store.mlflow` returns `None`, allowing callers to guard with `if store.mlflow:`. The `feast.mlflow` module raises `RuntimeError` only when you attempt to use it without an enabled store. + +### Feast-enhanced functions + +These functions add automatic Feast tagging and lineage on top of their MLflow counterparts: + +| Function | Enhancement | +|----------|-------------| +| `store.mlflow.start_run(run_name, tags)` | Auto-tags run with `feast.project` | +| `store.mlflow.log_model(model, path, flavor)` | Auto-attaches `feast_features.json` artifact | +| `store.mlflow.register_model(model_uri, name)` | Auto-tags model version with `feast.feature_service` | +| `store.mlflow.load_model(model_uri)` | Auto-tags prediction run with training lineage | + +**Supported model flavors for `log_model()`:** `sklearn`, `pytorch`, `xgboost`, `lightgbm`, `tensorflow`, `keras`, `pyfunc`. + +### Feast-only functions + +These are unique to the Feast integration and have no `mlflow` equivalent: + +| Function | Description | +|----------|-------------| +| `store.mlflow.resolve_features(model_uri)` | Resolve model URI to Feast feature service name | +| `store.mlflow.get_training_entity_df(run_id, ...)` | Recover entity DataFrame from a past MLflow run | +| `store.mlflow.log_training_dataset(df, dataset_name)` | Log a training DataFrame as an MLflow dataset input | +| `store.mlflow.active_run_id` | Current active MLflow run ID (or `None`) | +| `store.mlflow.client` | The underlying `MlflowClient` instance for advanced queries | +| `feast.mlflow.init(store)` | Explicitly bind `feast.mlflow` module to a `FeatureStore` (optional) | + +### Passthrough behavior + +The `feast.mlflow` module delegates any attribute not listed above to the raw `mlflow` module. This means you can use `feast.mlflow` as a drop-in replacement for `import mlflow`: + +```python +feast.mlflow.log_params(params) # passes through to mlflow.log_params +feast.mlflow.log_metrics(metrics) +feast.mlflow.set_tag("env", "staging") +feast.mlflow.MlflowClient() +``` + +`store.mlflow` does **not** have this passthrough — it only exposes the Feast-enhanced and Feast-only methods listed above. To access raw `mlflow` functions from `store.mlflow`, use the escape hatches: + +```python +store.mlflow.client.log_param(run_id, "lr", "0.01") # via MlflowClient instance +store.mlflow.mlflow.log_params(params) # via raw mlflow module +``` + +### Resolve a model back to its feature service + +```python +from feast import FeatureStore + +store = FeatureStore(".") +fs_name = store.mlflow.resolve_features("models:/driver_model/1") +# Returns: "driver_activity_v1" +``` + +Resolution order: +1. Model version tag `feast.feature_service` (set by `register_model()`) +2. Training run tag `feast.feature_service` (set by auto-logging) + +### Reproduce training from a past run + +```python +from feast import FeatureStore + +store = FeatureStore(".") + +entity_df = store.mlflow.get_training_entity_df(run_id="abc123") + +with store.mlflow.start_run(run_name="retrain_v2"): + new_df = store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + model = train(new_df) + store.mlflow.log_model(model, "model") +``` + +This requires `auto_log_entity_df: true` to have been enabled when the original run was recorded. + +## Feast UI integration + +The Feast UI server exposes three API endpoints that aggregate data from MLflow: + +| Endpoint | Description | +|----------|-------------| +| `/api/mlflow-runs` | All Feast-tagged MLflow runs with linked registered models | +| `/api/mlflow-feature-usage` | Per-feature-view usage stats (run count, last used, associated models) | +| `/api/mlflow-feature-models` | Reverse index of feature refs to registered models | + +The feature view detail page in the Feast UI displays: +- **MLflow Training Runs** count and **Last Used** date in the header stats +- An **MLflow Usage** panel showing training run count, relative last-used time, and a table of registered models that depend on the feature view + +Start the Feast UI with: + +```bash +feast ui --host 127.0.0.1 --port 8888 +``` diff --git a/docs/reference/offline-stores/mongodb.md b/docs/reference/offline-stores/mongodb.md index 0e8d1786699..a41d43ca676 100644 --- a/docs/reference/offline-stores/mongodb.md +++ b/docs/reference/offline-stores/mongodb.md @@ -3,8 +3,6 @@ ## Description The MongoDB offline store provides support for reading [MongoDBSource](../data-sources/mongodb.md). -* Uses a single shared collection with a compound index for all FeatureViews, distinguished by a `feature_view` discriminator field. -* Entity dataframes can be provided as a Pandas dataframe. The offline store converts entity identifiers into serialized entity keys for efficient lookup against the collection. ## Getting started diff --git a/docs/reference/type-system.md b/docs/reference/type-system.md index 6353d41d90c..eb483c6e769 100644 --- a/docs/reference/type-system.md +++ b/docs/reference/type-system.md @@ -116,8 +116,13 @@ Map types allow storing dictionary-like data structures: |------------|-------------|-------------| | `Map` | `Dict[str, Any]` | Dictionary with string keys and values of any supported Feast type (including nested maps) | | `Array(Map)` | `List[Dict[str, Any]]` | List of dictionaries | +| `ScalarMap` | `Dict[Any, Any]` | Dictionary with non-string scalar keys (int, float, bool, UUID, Decimal, bytes, datetime) and values of any supported Feast type | -**Note:** Map keys must always be strings. Map values can be any supported Feast type, including primitives, arrays, or nested maps at the proto level. However, the PyArrow representation is `map`, which means backends that rely on PyArrow schemas (e.g., during materialization) treat Map as string-to-string. +**Note:** `Map` keys must always be strings. `ScalarMap` supports non-string scalar keys — Feast infers `ScalarMap` automatically when the first key of a dict is not a string. Map values can be any supported Feast type, including primitives, arrays, or nested maps at the proto level. However, the PyArrow representation is `map`, which means backends that rely on PyArrow schemas (e.g., during materialization) treat Map as string-to-string. + +{% hint style="warning" %} +`ScalarMap` is **not** inferred from any backend schema. You must declare it explicitly in your feature view schema. It is best suited for online serving use cases where the online store serializes proto bytes directly (e.g., Redis, DynamoDB, SQLite). +{% endhint %} **Backend support for Map:** @@ -129,7 +134,7 @@ Map types allow storing dictionary-like data structures: | Spark | `map` | `map<>` → `Map`, `array>` → `Array(Map)` | | Athena | `map` | Inferred as `Map` | | MSSQL | `nvarchar(max)` | Serialized as string | -| DynamoDB / Redis | Proto bytes | Full proto Map support | +| DynamoDB / Redis | Proto bytes | Full proto Map and ScalarMap support | ### JSON Type @@ -197,7 +202,7 @@ from datetime import timedelta from feast import Entity, FeatureView, Field, FileSource from feast.types import ( Int32, Int64, Float32, Float64, String, Bytes, Bool, UnixTimestamp, - Uuid, TimeUuid, Decimal, Array, Set, Map, Json, Struct + Uuid, TimeUuid, Decimal, Array, Set, Map, ScalarMap, Json, Struct ) # Define a data source @@ -257,6 +262,7 @@ user_features = FeatureView( Field(name="user_preferences", dtype=Map), Field(name="metadata", dtype=Map), Field(name="activity_log", dtype=Array(Map)), + Field(name="event_counts", dtype=ScalarMap), # non-string keys, e.g. {1001: 5, 1002: 12} # Nested collection types Field(name="weekly_scores", dtype=Array(Array(Float64))), @@ -383,7 +389,7 @@ Field(name="grouped_tags", dtype=Array(Set(Array(String)))) Maps can store complex nested data structures: ```python -# Simple map +# Simple map (string keys) user_preferences = { "theme": "dark", "language": "en", @@ -411,6 +417,44 @@ activity_log = [ ] ``` +### ScalarMap Type Usage Examples + +`ScalarMap` supports non-string keys. Feast infers it automatically when the first dict key is not a string: + +```python +import uuid +import decimal + +# Integer keys — e.g., category ID → item count +event_counts = {1001: 5, 1002: 12, 1003: 0} + +# UUID keys — e.g., session ID → score +import uuid +session_scores = { + uuid.UUID("6ba7b810-9dad-11d1-80b4-00c04fd430c8"): 0.95, + uuid.UUID("a8098c1a-f86e-11da-bd1a-00112444be1e"): 0.87, +} + +# Decimal keys — e.g., price bucket → product name +price_tier = { + decimal.Decimal("9.99"): "budget", + decimal.Decimal("49.99"): "standard", + decimal.Decimal("99.99"): "premium", +} + +# Type inference: Feast automatically picks SCALAR_MAP when the key is non-string +from feast.type_map import python_type_to_feast_value_type +from feast.value_type import ValueType + +python_type_to_feast_value_type({1: "a"}) # → ValueType.SCALAR_MAP +python_type_to_feast_value_type({"a": 1}) # → ValueType.MAP +python_type_to_feast_value_type({}) # → ValueType.MAP (empty dict defaults to MAP) +``` + +{% hint style="warning" %} +`ScalarMap` must be **explicitly declared** in your feature view schema — it is never inferred from backend type schemas. It is best suited for online serving via stores that use proto byte serialization (e.g., Redis, DynamoDB, SQLite). Materialization paths that use PyArrow (e.g., BigQuery, Snowflake, Redshift, Spark) do not have native `ScalarMap` support. +{% endhint %} + ### JSON Type Usage Examples Feast's `Json` type stores values as JSON strings at the proto level. You can pass either a @@ -461,7 +505,7 @@ Each of these columns must be associated with a Feast type, which requires conve * `source_datatype_to_feast_value_type` calls the appropriate method in `type_map.py`. For example, if a `SnowflakeSource` is being examined, `snowflake_python_type_to_feast_value_type` from `type_map.py` will be called. {% hint style="info" %} -**Types that cannot be inferred:** `Set`, `Json`, `Struct`, `Decimal`, `PdfBytes`, and `ImageBytes` types are never inferred from backend schemas. If you use these types, you must declare them explicitly in your feature view schema. +**Types that cannot be inferred:** `Set`, `Json`, `Struct`, `Decimal`, `ScalarMap`, `PdfBytes`, and `ImageBytes` types are never inferred from backend schemas. If you use these types, you must declare them explicitly in your feature view schema. {% endhint %} ### Materialization diff --git a/docs/tutorials/demo-notebooks.md b/docs/tutorials/demo-notebooks.md new file mode 100644 index 00000000000..8c0ba059f81 --- /dev/null +++ b/docs/tutorials/demo-notebooks.md @@ -0,0 +1,114 @@ +# Demo Notebooks + +Feast can generate tailored Jupyter notebooks for any Feast project. The notebooks adapt to your `feature_store.yaml` configuration and provide a hands-on walkthrough of core Feast functionality. + +## What you get + +For each project discovered, Feast creates a directory with notebooks covering: + +| Notebook | Description | +|----------|-------------| +| **01 — Feature Store Overview** | Explore registered entities, feature views, feature services, and data sources. | +| **02 — Historical Feature Retrieval** | Build a training dataset with point-in-time correct joins using `get_historical_features`. | +| **03 — Online Feature Serving** | Materialize features to the online store and retrieve them at low latency with `get_online_features`. | + +The content adapts automatically based on: + +* **Online / offline store types** — descriptions reflect the actual backends configured. +* **Registry type** — local registries include `feast apply`; remote registries use `refresh_registry()`. +* **Authentication** — auth details from `feature_store.yaml` are surfaced when configured. +* **Vector search** — a vector/RAG retrieval section is included when embeddings are detected. + +## Prerequisites + +* Python 3.9+ +* Feast installed (`pip install feast`) +* A feature repository with a valid `feature_store.yaml` + +## Using the CLI + +Run the command from (or pointing to) a directory containing `feature_store.yaml`: + +```bash +feast demo-notebooks +``` + +This searches for `feature_store.yaml` in the current directory and every file inside the `feast-config/` directory. Each file in `feast-config/` is treated as a separate project config. For each project found, notebooks are written to `./feast-demo-notebooks//`. + +### Options + +| Option | Default | Description | +|--------|---------|-------------| +| `-o, --output-dir` | `./feast-demo-notebooks` | Root directory for generated notebooks | +| `--overwrite` | `false` | Overwrite if the output directory already exists | + +```bash +# Write to a custom directory +feast demo-notebooks -o ./my-notebooks + +# Overwrite existing notebooks +feast demo-notebooks --overwrite + +# Use --chdir to point at a different feature repo +feast -c /path/to/feature_repo demo-notebooks +``` + +## Using the Python SDK + +```python +from feast import copy_demo_notebooks + +copy_demo_notebooks() +``` + +### Parameters + +| Parameter | Type | Default | Description | +|-----------|------|---------|-------------| +| `output_dir` | `str` | `"./feast-demo-notebooks"` | Root directory for generated notebooks | +| `repo_path` | `str` | `"."` | Directory to search for `feature_store.yaml` files | +| `overwrite` | `bool` | `False` | Overwrite existing output directories | + +### Examples + +```python +from feast import copy_demo_notebooks + +# Default — searches current directory, writes to ./feast-demo-notebooks/ +copy_demo_notebooks() + +# Custom paths +copy_demo_notebooks( + output_dir="/home/user/notebooks", + repo_path="/home/user/feast-projects/my-repo/feature_repo", + overwrite=True, +) +``` + +## Multi-project repositories + +If your `feast-config/` directory contains multiple files, each is treated as a separate project and a dedicated notebook directory is created: + +``` +feast-demo-notebooks/ +├── project_alpha/ +│ ├── 01_feature_store_overview.ipynb +│ ├── 02_historical_features_training.ipynb +│ └── 03_online_features_serving.ipynb +└── project_beta/ + ├── 01_feature_store_overview.ipynb + ├── 02_historical_features_training.ipynb + └── 03_online_features_serving.ipynb +``` + +## Running the notebooks + +Open any generated notebook in Jupyter, JupyterLab, or VS Code and run cells from top to bottom. Each notebook: + +1. Configures the path to your `feature_store.yaml` automatically (no manual editing needed). +2. Connects to the feature store using the Feast Python SDK. +3. Walks through relevant operations with real data from your project. + +{% hint style="info" %} +The first notebook (**01 — Overview**) includes a prerequisites check and `feast apply` / registry sync step. Subsequent notebooks assume these have already been completed. +{% endhint %} diff --git a/go/infra/docker/feature-server/Dockerfile b/go/infra/docker/feature-server/Dockerfile index b1fcda18c9b..3f7a2ab7b94 100644 --- a/go/infra/docker/feature-server/Dockerfile +++ b/go/infra/docker/feature-server/Dockerfile @@ -1,4 +1,5 @@ -FROM golang:1.24.12 +FROM golang:1.25 +ENV GOTOOLCHAIN=auto # Update the package list and install the ca-certificates package RUN apt-get update && apt-get install -y ca-certificates diff --git a/go/internal/feast/registry/registry.go b/go/internal/feast/registry/registry.go index 51aa031bbda..3ff94807049 100644 --- a/go/internal/feast/registry/registry.go +++ b/go/internal/feast/registry/registry.go @@ -81,6 +81,10 @@ func (r *Registry) InitializeRegistry() error { } func (r *Registry) RefreshRegistryOnInterval() { + if r.cachedRegistryProtoTtl <= 0 { + log.Info().Msg("Registry cache TTL is non-positive; skipping periodic refresh") + return + } ticker := time.NewTicker(r.cachedRegistryProtoTtl) for ; true; <-ticker.C { err := r.refresh() diff --git a/go/internal/feast/registry/registry_test.go b/go/internal/feast/registry/registry_test.go index 6f75dbbbeb2..0f5d1c20ea7 100644 --- a/go/internal/feast/registry/registry_test.go +++ b/go/internal/feast/registry/registry_test.go @@ -10,6 +10,7 @@ import ( "time" "github.com/aws/aws-sdk-go-v2/service/s3" + "github.com/stretchr/testify/assert" ) func TestCloudRegistryStores(t *testing.T) { @@ -99,6 +100,24 @@ func TestCloudRegistryStores(t *testing.T) { } } +func TestRefreshRegistryOnIntervalNonPositiveTTL(t *testing.T) { + tests := []struct { + name string + ttl time.Duration + }{ + {name: "zero ttl", ttl: 0}, + {name: "negative ttl", ttl: -1 * time.Second}, + } + for _, test := range tests { + t.Run(test.name, func(t *testing.T) { + r := &Registry{cachedRegistryProtoTtl: test.ttl} + assert.NotPanics(t, func() { + r.RefreshRegistryOnInterval() + }) + }) + } +} + // MockS3Client is mock client for testing S3 registry store type MockS3Client struct { GetObjectFn func(ctx context.Context, params *s3.GetObjectInput, optFns ...func(*s3.Options)) (*s3.GetObjectOutput, error) diff --git a/infra/feast-operator/Dockerfile b/infra/feast-operator/Dockerfile index e3a4ebbed28..65e2bd83cd5 100644 --- a/infra/feast-operator/Dockerfile +++ b/infra/feast-operator/Dockerfile @@ -1,20 +1,20 @@ # Build the manager binary -FROM registry.access.redhat.com/ubi9/go-toolset:1.24 AS builder +FROM registry.access.redhat.com/ubi9/go-toolset:1.25 AS builder ARG TARGETOS ARG TARGETARCH ENV GOTOOLCHAIN=auto # Copy the Go Modules manifests -COPY go.mod go.mod -COPY go.sum go.sum +COPY --chown=1001:0 go.mod go.mod +COPY --chown=1001:0 go.sum go.sum # cache deps before building and copying source so that we don't need to re-download as much # and so that source changes don't invalidate our downloaded layer RUN go mod download # Copy the go source -COPY cmd/main.go cmd/main.go -COPY api/ api/ -COPY internal/controller/ internal/controller/ +COPY --chown=1001:0 cmd/main.go cmd/main.go +COPY --chown=1001:0 api/ api/ +COPY --chown=1001:0 internal/controller/ internal/controller/ # Build # the GOARCH has not a default value to allow the binary be built according to the host where the command diff --git a/infra/feast-operator/Makefile b/infra/feast-operator/Makefile index b9515682e06..14fc6fe7824 100644 --- a/infra/feast-operator/Makefile +++ b/infra/feast-operator/Makefile @@ -241,7 +241,7 @@ ENVSUBST = $(LOCALBIN)/envsubst ## Tool Versions KUSTOMIZE_VERSION ?= v5.4.3 CONTROLLER_TOOLS_VERSION ?= v0.18.0 -CRD_REF_DOCS_VERSION ?= v0.3.0 +CRD_REF_DOCS_VERSION ?= v0.2.0 ENVTEST_VERSION ?= release-0.21 GOLANGCI_LINT_VERSION ?= v2.1.0 ENVSUBST_VERSION ?= v1.4.2 diff --git a/infra/feast-operator/api/v1/featurestore_types.go b/infra/feast-operator/api/v1/featurestore_types.go index 55da3f5118e..81e1dfa14c1 100644 --- a/infra/feast-operator/api/v1/featurestore_types.go +++ b/infra/feast-operator/api/v1/featurestore_types.go @@ -770,6 +770,7 @@ type WorkerConfigs struct { // RegistryServerConfigs creates a registry server for the feast service, with specified container configurations. // +kubebuilder:validation:XValidation:rule="self.restAPI == true || self.grpc == true || !has(self.grpc)", message="At least one of restAPI or grpc must be true" +// +kubebuilder:validation:XValidation:rule="!has(self.mcp) || !self.mcp.enabled || (has(self.restAPI) && self.restAPI == true)", message="MCP requires restAPI to be true" type RegistryServerConfigs struct { ServerConfigs `json:",inline"` @@ -778,6 +779,11 @@ type RegistryServerConfigs struct { // Enable gRPC registry server. Defaults to true if unset. GRPC *bool `json:"grpc,omitempty"` + + // Mcp enables MCP (Model Context Protocol) on the REST registry server. + // Requires restAPI to be true. Reuses the same McpConfig struct as the online store. + // +optional + Mcp *McpConfig `json:"mcp,omitempty"` } // CronJobContainerConfigs k8s container settings for the CronJob diff --git a/infra/feast-operator/api/v1/zz_generated.deepcopy.go b/infra/feast-operator/api/v1/zz_generated.deepcopy.go index c94dc5a5c71..6d31e31a9de 100644 --- a/infra/feast-operator/api/v1/zz_generated.deepcopy.go +++ b/infra/feast-operator/api/v1/zz_generated.deepcopy.go @@ -1278,6 +1278,11 @@ func (in *RegistryServerConfigs) DeepCopyInto(out *RegistryServerConfigs) { *out = new(bool) **out = **in } + if in.Mcp != nil { + in, out := &in.Mcp, &out.Mcp + *out = new(McpConfig) + (*in).DeepCopyInto(*out) + } } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RegistryServerConfigs. diff --git a/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml b/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml index 6a99755a2c3..faa9840ac43 100644 --- a/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml +++ b/infra/feast-operator/bundle/manifests/feast-operator.clusterserviceversion.yaml @@ -135,7 +135,7 @@ metadata: } ] capabilities: Basic Install - createdAt: "2026-05-04T03:44:24Z" + createdAt: "2026-05-12T07:35:41Z" operators.operatorframework.io/builder: operator-sdk-v1.41.0 operators.operatorframework.io/project_layout: go.kubebuilder.io/v4 name: feast-operator.v0.63.0 diff --git a/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml b/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml index 0625be63cf3..2241b4c5f2e 100644 --- a/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml +++ b/infra/feast-operator/bundle/manifests/feast.dev_featurestores.yaml @@ -3061,6 +3061,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. @@ -9031,6 +9056,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. diff --git a/infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml b/infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml index 40483cc0c43..aae8a81d7f5 100644 --- a/infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml +++ b/infra/feast-operator/bundle/manifests/openlineage-secret_v1_secret.yaml @@ -3,4 +3,4 @@ kind: Secret metadata: name: openlineage-secret stringData: - api_key: your-marquez-api-key + api_key: your-marquez-api-key #pragma: allowlist secret diff --git a/infra/feast-operator/cmd/main.go b/infra/feast-operator/cmd/main.go index ead6e93ce72..0e5565cce2b 100644 --- a/infra/feast-operator/cmd/main.go +++ b/infra/feast-operator/cmd/main.go @@ -49,6 +49,7 @@ import ( routev1 "github.com/openshift/api/route/v1" "github.com/feast-dev/feast/infra/feast-operator/internal/controller" + feastmetrics "github.com/feast-dev/feast/infra/feast-operator/internal/controller/metrics" "github.com/feast-dev/feast/infra/feast-operator/internal/controller/services" // +kubebuilder:scaffold:imports ) @@ -95,6 +96,7 @@ func main() { var probeAddr string var secureMetrics bool var enableHTTP2 bool + var featureStoreMetrics bool var tlsOpts []func(*tls.Config) 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.") @@ -106,6 +108,9 @@ func main() { "If set, the metrics endpoint is served securely via HTTPS. Use --metrics-secure=false to use HTTP instead.") flag.BoolVar(&enableHTTP2, "enable-http2", false, "If set, HTTP/2 will be enabled for the metrics and webhook servers") + flag.BoolVar(&featureStoreMetrics, "feature-store-metrics", true, + "Enable Prometheus gauges exposing online/offline store and registry configuration per FeatureStore. "+ + "Disable with --feature-store-metrics=false.") opts := zap.Options{ Development: true, } @@ -206,9 +211,19 @@ func main() { services.SetIsOpenShift(mgr.GetConfig()) + var fsMetrics *feastmetrics.FeatureStoreMetrics + if featureStoreMetrics { + fsMetrics = feastmetrics.NewFeatureStoreMetrics() + fsMetrics.Register() + setupLog.Info("FeatureStore installation metrics enabled") + } else { + setupLog.Info("FeatureStore installation metrics disabled (--feature-store-metrics=false)") + } + if err = (&controller.FeatureStoreReconciler{ - Client: mgr.GetClient(), - Scheme: mgr.GetScheme(), + Client: mgr.GetClient(), + Scheme: mgr.GetScheme(), + Metrics: fsMetrics, }).SetupWithManager(mgr); err != nil { setupLog.Error(err, "unable to create controller", "controller", "FeatureStore") os.Exit(1) 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 183fbf3be53..e1a1adfabe8 100644 --- a/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml +++ b/infra/feast-operator/config/crd/bases/feast.dev_featurestores.yaml @@ -3061,6 +3061,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. @@ -3255,6 +3280,9 @@ spec: x-kubernetes-validations: - message: At least one of restAPI or grpc must be true rule: self.restAPI == true || self.grpc == true || !has(self.grpc) + - message: MCP requires restAPI to be true + rule: '!has(self.mcp) || !self.mcp.enabled || (has(self.restAPI) + && self.restAPI == true)' type: object remote: description: RemoteRegistryConfig points to a remote feast @@ -9031,6 +9059,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. @@ -9231,6 +9284,9 @@ spec: true rule: self.restAPI == true || self.grpc == true || !has(self.grpc) + - message: MCP requires restAPI to be true + rule: '!has(self.mcp) || !self.mcp.enabled || (has(self.restAPI) + && self.restAPI == true)' type: object remote: description: RemoteRegistryConfig points to a remote feast diff --git a/infra/feast-operator/config/overlays/odh/kustomization.yaml b/infra/feast-operator/config/overlays/odh/kustomization.yaml index cc9d0e4dfd3..89059a56c5a 100644 --- a/infra/feast-operator/config/overlays/odh/kustomization.yaml +++ b/infra/feast-operator/config/overlays/odh/kustomization.yaml @@ -6,19 +6,12 @@ namespace: opendatahub resources: - ../../default + - selector_migration_job.yaml patches: # patch to remove default `system` namespace in ../../manager/manager.yaml - path: delete-namespace.yaml - # Remove app.kubernetes.io/name from the Deployment selector to avoid - # immutable spec.selector errors on upgrade. The label remains in the - # pod template so the metrics Service selector still targets only - # feast-operator pods. - - path: remove_selector_label_patch.yaml - target: - kind: Deployment - name: controller-manager configMapGenerator: - name: feast-operator-parameters @@ -70,3 +63,13 @@ replacements: name: controller-manager fieldPaths: - spec.template.spec.containers.[name=manager].env.[name=OIDC_ISSUER_URL].value + - source: + kind: ConfigMap + name: feast-operator-parameters + fieldPath: data.RELATED_IMAGE_CRON_JOB + targets: + - select: + kind: Job + name: selector-migration + fieldPaths: + - spec.template.spec.containers.[name=migrate].image diff --git a/infra/feast-operator/config/overlays/odh/remove_selector_label_patch.yaml b/infra/feast-operator/config/overlays/odh/remove_selector_label_patch.yaml deleted file mode 100644 index e842c1f7a58..00000000000 --- a/infra/feast-operator/config/overlays/odh/remove_selector_label_patch.yaml +++ /dev/null @@ -1,2 +0,0 @@ -- op: remove - path: /spec/selector/matchLabels/app.kubernetes.io~1name diff --git a/infra/feast-operator/config/overlays/odh/selector_migration_job.yaml b/infra/feast-operator/config/overlays/odh/selector_migration_job.yaml new file mode 100644 index 00000000000..1646e23afe9 --- /dev/null +++ b/infra/feast-operator/config/overlays/odh/selector_migration_job.yaml @@ -0,0 +1,56 @@ +apiVersion: batch/v1 +kind: Job +metadata: + name: selector-migration + namespace: system + labels: + app.kubernetes.io/name: feast-operator + app.kubernetes.io/managed-by: kustomize +spec: + ttlSecondsAfterFinished: 300 + backoffLimit: 3 + template: + metadata: + labels: + app.kubernetes.io/name: feast-operator + spec: + serviceAccountName: controller-manager + restartPolicy: Never + securityContext: + runAsNonRoot: true + seccompProfile: + type: RuntimeDefault + containers: + - name: migrate + image: origin-cli:latest + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + resources: + requests: + memory: "64Mi" + cpu: "100m" + limits: + memory: "128Mi" + cpu: "200m" + command: + - /bin/sh + - -c + - | + set -e + DEPLOY="feast-operator-controller-manager" + NS="$(cat /var/run/secrets/kubernetes.io/serviceaccount/namespace)" + + HAS_LABEL=$(oc get deployment "$DEPLOY" -n "$NS" \ + -o jsonpath='{.spec.selector.matchLabels.app\.kubernetes\.io/name}' 2>/dev/null || true) + + if [ -z "$HAS_LABEL" ]; then + echo "Deployment $DEPLOY has old or missing selector." + echo "Deleting so it can be recreated with the correct selector..." + oc delete deployment "$DEPLOY" -n "$NS" --ignore-not-found=true + echo "Done. The operator will recreate the Deployment." + else + echo "Deployment selector is already correct, no migration needed." + fi diff --git a/infra/feast-operator/config/overlays/rhoai/kustomization.yaml b/infra/feast-operator/config/overlays/rhoai/kustomization.yaml index 5708b1f0c37..0e305e2c5dd 100644 --- a/infra/feast-operator/config/overlays/rhoai/kustomization.yaml +++ b/infra/feast-operator/config/overlays/rhoai/kustomization.yaml @@ -6,19 +6,12 @@ namespace: redhat-ods-applications resources: - ../../default + - selector_migration_job.yaml patches: # patch to remove default `system` namespace in ../../manager/manager.yaml - path: delete-namespace.yaml - # Remove app.kubernetes.io/name from the Deployment selector to avoid - # immutable spec.selector errors on upgrade. The label remains in the - # pod template so the metrics Service selector still targets only - # feast-operator pods. - - path: remove_selector_label_patch.yaml - target: - kind: Deployment - name: controller-manager configMapGenerator: - name: feast-operator-parameters @@ -70,3 +63,13 @@ replacements: name: controller-manager fieldPaths: - spec.template.spec.containers.[name=manager].env.[name=OIDC_ISSUER_URL].value + - source: + kind: ConfigMap + name: feast-operator-parameters + fieldPath: data.RELATED_IMAGE_CRON_JOB + targets: + - select: + kind: Job + name: selector-migration + fieldPaths: + - spec.template.spec.containers.[name=migrate].image diff --git a/infra/feast-operator/config/overlays/rhoai/remove_selector_label_patch.yaml b/infra/feast-operator/config/overlays/rhoai/remove_selector_label_patch.yaml deleted file mode 100644 index e842c1f7a58..00000000000 --- a/infra/feast-operator/config/overlays/rhoai/remove_selector_label_patch.yaml +++ /dev/null @@ -1,2 +0,0 @@ -- op: remove - path: /spec/selector/matchLabels/app.kubernetes.io~1name diff --git a/infra/feast-operator/config/overlays/rhoai/selector_migration_job.yaml b/infra/feast-operator/config/overlays/rhoai/selector_migration_job.yaml new file mode 100644 index 00000000000..1646e23afe9 --- /dev/null +++ b/infra/feast-operator/config/overlays/rhoai/selector_migration_job.yaml @@ -0,0 +1,56 @@ +apiVersion: batch/v1 +kind: Job +metadata: + name: selector-migration + namespace: system + labels: + app.kubernetes.io/name: feast-operator + app.kubernetes.io/managed-by: kustomize +spec: + ttlSecondsAfterFinished: 300 + backoffLimit: 3 + template: + metadata: + labels: + app.kubernetes.io/name: feast-operator + spec: + serviceAccountName: controller-manager + restartPolicy: Never + securityContext: + runAsNonRoot: true + seccompProfile: + type: RuntimeDefault + containers: + - name: migrate + image: origin-cli:latest + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + resources: + requests: + memory: "64Mi" + cpu: "100m" + limits: + memory: "128Mi" + cpu: "200m" + command: + - /bin/sh + - -c + - | + set -e + DEPLOY="feast-operator-controller-manager" + NS="$(cat /var/run/secrets/kubernetes.io/serviceaccount/namespace)" + + HAS_LABEL=$(oc get deployment "$DEPLOY" -n "$NS" \ + -o jsonpath='{.spec.selector.matchLabels.app\.kubernetes\.io/name}' 2>/dev/null || true) + + if [ -z "$HAS_LABEL" ]; then + echo "Deployment $DEPLOY has old or missing selector." + echo "Deleting so it can be recreated with the correct selector..." + oc delete deployment "$DEPLOY" -n "$NS" --ignore-not-found=true + echo "Done. The operator will recreate the Deployment." + else + echo "Deployment selector is already correct, no migration needed." + fi diff --git a/infra/feast-operator/config/samples/v1_featurestore_mcp.yaml b/infra/feast-operator/config/samples/v1_featurestore_mcp.yaml index 4ad45cdffa3..67dd1c6947d 100644 --- a/infra/feast-operator/config/samples/v1_featurestore_mcp.yaml +++ b/infra/feast-operator/config/samples/v1_featurestore_mcp.yaml @@ -17,3 +17,10 @@ spec: serverVersion: "1.0.0" # transport can be "sse" (default) or "http" transport: sse + registry: + local: + server: + # MCP on the registry requires REST API to be enabled. + restAPI: true + mcp: + enabled: true diff --git a/infra/feast-operator/dist/install.yaml b/infra/feast-operator/dist/install.yaml index 6feb187cce3..c466442b8e8 100644 --- a/infra/feast-operator/dist/install.yaml +++ b/infra/feast-operator/dist/install.yaml @@ -3069,6 +3069,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. @@ -3263,6 +3288,9 @@ spec: x-kubernetes-validations: - message: At least one of restAPI or grpc must be true rule: self.restAPI == true || self.grpc == true || !has(self.grpc) + - message: MCP requires restAPI to be true + rule: '!has(self.mcp) || !self.mcp.enabled || (has(self.restAPI) + && self.restAPI == true)' type: object remote: description: RemoteRegistryConfig points to a remote feast @@ -9039,6 +9067,31 @@ spec: - error - critical type: string + mcp: + description: |- + Mcp enables MCP (Model Context Protocol) on the REST registry server. + Requires restAPI to be true. + properties: + enabled: + description: Enable the MCP server. + type: boolean + serverName: + description: MCP server name for identification. + Defaults to "feast-mcp-server". + type: string + serverVersion: + description: MCP server version string. Defaults + to "1.0.0". + type: string + transport: + description: MCP transport protocol. + enum: + - sse + - http + type: string + required: + - enabled + type: object metrics: description: Metrics exposes Prometheus-compatible metrics for the Feast server when enabled. @@ -9239,6 +9292,9 @@ spec: true rule: self.restAPI == true || self.grpc == true || !has(self.grpc) + - message: MCP requires restAPI to be true + rule: '!has(self.mcp) || !self.mcp.enabled || (has(self.restAPI) + && self.restAPI == true)' type: object remote: description: RemoteRegistryConfig points to a remote feast diff --git a/infra/feast-operator/docs/api/markdown/ref.md b/infra/feast-operator/docs/api/markdown/ref.md index fc95a3b9eb4..4f57ff865f5 100644 --- a/infra/feast-operator/docs/api/markdown/ref.md +++ b/infra/feast-operator/docs/api/markdown/ref.md @@ -496,6 +496,7 @@ McpConfig enables MCP (Model Context Protocol) server support in the feature ser When this field is set on ServingConfig, the feature server type is switched to "mcp". _Appears in:_ +- [RegistryServerConfigs](#registryserverconfigs) - [ServingConfig](#servingconfig) | Field | Description | @@ -883,6 +884,8 @@ volume definition in the Volumes field. | These options are primarily used for production deployments to optimize performance. | | `restAPI` _boolean_ | Enable REST API registry server. | | `grpc` _boolean_ | Enable gRPC registry server. Defaults to true if unset. | +| `mcp` _[McpConfig](#mcpconfig)_ | Mcp enables MCP (Model Context Protocol) on the REST registry server. +Requires restAPI to be true. Reuses the same McpConfig struct as the online store. | #### RemoteRegistryConfig diff --git a/infra/feast-operator/go.mod b/infra/feast-operator/go.mod index c243e03d71b..538d09888be 100644 --- a/infra/feast-operator/go.mod +++ b/infra/feast-operator/go.mod @@ -1,42 +1,44 @@ module github.com/feast-dev/feast/infra/feast-operator -go 1.24.12 +go 1.25.0 require ( github.com/onsi/ginkgo/v2 v2.22.2 github.com/onsi/gomega v1.36.2 github.com/openshift/api v0.0.0-20240912201240-0a8800162826 // release-4.17 gopkg.in/yaml.v3 v3.0.1 - k8s.io/api v0.33.0 - k8s.io/apimachinery v0.33.0 - k8s.io/client-go v0.33.0 + k8s.io/api v0.33.1 + k8s.io/apimachinery v0.33.1 + k8s.io/client-go v0.33.1 sigs.k8s.io/controller-runtime v0.21.0 ) require ( - github.com/prometheus-operator/prometheus-operator/pkg/client v0.75.0 - k8s.io/utils v0.0.0-20241104100929-3ea5e8cea738 + github.com/prometheus-operator/prometheus-operator/pkg/client v0.83.0 + github.com/prometheus/client_golang v1.22.0 + github.com/prometheus/client_model v0.6.1 + k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979 ) require ( - cel.dev/expr v0.19.1 // indirect + cel.dev/expr v0.25.1 // indirect github.com/antlr4-go/antlr/v4 v4.13.0 // indirect github.com/beorn7/perks v1.0.1 // indirect github.com/blang/semver/v4 v4.0.0 // indirect github.com/cenkalti/backoff/v4 v4.3.0 // indirect github.com/cespare/xxhash/v2 v2.3.0 // indirect github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect - github.com/emicklei/go-restful/v3 v3.12.1 // indirect + github.com/emicklei/go-restful/v3 v3.12.2 // indirect github.com/evanphx/json-patch/v5 v5.9.11 // indirect github.com/felixge/httpsnoop v1.0.4 // indirect github.com/fsnotify/fsnotify v1.7.0 // indirect - github.com/fxamacker/cbor/v2 v2.7.0 // indirect - github.com/go-logr/logr v1.4.2 // indirect + github.com/fxamacker/cbor/v2 v2.8.0 // indirect + github.com/go-logr/logr v1.4.3 // indirect github.com/go-logr/stdr v1.2.2 // indirect github.com/go-logr/zapr v1.3.0 // indirect - github.com/go-openapi/jsonpointer v0.21.0 // indirect + github.com/go-openapi/jsonpointer v0.21.1 // indirect github.com/go-openapi/jsonreference v0.21.0 // indirect - github.com/go-openapi/swag v0.23.0 // indirect + github.com/go-openapi/swag v0.23.1 // indirect github.com/go-task/slim-sprig/v3 v3.0.0 // indirect github.com/gogo/protobuf v1.3.2 // indirect github.com/google/btree v1.1.3 // indirect @@ -49,55 +51,53 @@ require ( github.com/inconshreveable/mousetrap v1.1.0 // indirect github.com/josharian/intern v1.0.0 // indirect github.com/json-iterator/go v1.1.12 // indirect - github.com/mailru/easyjson v0.7.7 // indirect + github.com/mailru/easyjson v0.9.0 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect github.com/pkg/errors v0.9.1 // indirect - github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.75.0 // indirect - github.com/prometheus/client_golang v1.22.0 // indirect - github.com/prometheus/client_model v0.6.1 // indirect + github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.83.0 // indirect github.com/prometheus/common v0.62.0 // indirect github.com/prometheus/procfs v0.15.1 // indirect github.com/spf13/cobra v1.8.1 // indirect github.com/spf13/pflag v1.0.5 // indirect github.com/stoewer/go-strcase v1.3.0 // indirect github.com/x448/float16 v0.8.4 // indirect - go.opentelemetry.io/auto/sdk v1.1.0 // indirect + go.opentelemetry.io/auto/sdk v1.2.1 // indirect go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.58.0 // indirect - go.opentelemetry.io/otel v1.33.0 // indirect + go.opentelemetry.io/otel v1.39.0 // indirect go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.33.0 // indirect go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.33.0 // indirect - go.opentelemetry.io/otel/metric v1.33.0 // indirect - go.opentelemetry.io/otel/sdk v1.33.0 // indirect - go.opentelemetry.io/otel/trace v1.33.0 // indirect + go.opentelemetry.io/otel/metric v1.39.0 // indirect + go.opentelemetry.io/otel/sdk v1.39.0 // indirect + go.opentelemetry.io/otel/trace v1.39.0 // indirect go.opentelemetry.io/proto/otlp v1.4.0 // indirect go.uber.org/multierr v1.11.0 // indirect go.uber.org/zap v1.27.0 // indirect golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 // indirect - golang.org/x/net v0.38.0 // indirect - golang.org/x/oauth2 v0.27.0 // indirect - golang.org/x/sync v0.12.0 // indirect - golang.org/x/sys v0.31.0 // indirect - golang.org/x/term v0.30.0 // indirect - golang.org/x/text v0.23.0 // indirect - golang.org/x/time v0.9.0 // indirect - golang.org/x/tools v0.28.0 // indirect + golang.org/x/net v0.48.0 // indirect + golang.org/x/oauth2 v0.34.0 // indirect + golang.org/x/sync v0.19.0 // indirect + golang.org/x/sys v0.39.0 // indirect + golang.org/x/term v0.38.0 // indirect + golang.org/x/text v0.32.0 // indirect + golang.org/x/time v0.11.0 // indirect + golang.org/x/tools v0.39.0 // indirect gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect - google.golang.org/genproto/googleapis/api v0.0.0-20241209162323-e6fa225c2576 // indirect - google.golang.org/genproto/googleapis/rpc v0.0.0-20241209162323-e6fa225c2576 // indirect - google.golang.org/grpc v1.68.1 // indirect - google.golang.org/protobuf v1.36.5 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20251202230838-ff82c1b0f217 // indirect + google.golang.org/grpc v1.79.3 // indirect + google.golang.org/protobuf v1.36.10 // indirect gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect gopkg.in/inf.v0 v0.9.1 // indirect - k8s.io/apiextensions-apiserver v0.33.0 // indirect - k8s.io/apiserver v0.33.0 // indirect - k8s.io/component-base v0.33.0 // indirect + k8s.io/apiextensions-apiserver v0.33.1 // indirect + k8s.io/apiserver v0.33.1 // indirect + k8s.io/component-base v0.33.1 // indirect k8s.io/klog/v2 v2.130.1 // indirect k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff // indirect sigs.k8s.io/apiserver-network-proxy/konnectivity-client v0.31.2 // indirect - sigs.k8s.io/json v0.0.0-20241010143419-9aa6b5e7a4b3 // indirect + sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect sigs.k8s.io/randfill v1.0.0 // indirect - sigs.k8s.io/structured-merge-diff/v4 v4.6.0 // indirect + sigs.k8s.io/structured-merge-diff/v4 v4.7.0 // indirect sigs.k8s.io/yaml v1.4.0 // indirect ) diff --git a/infra/feast-operator/go.sum b/infra/feast-operator/go.sum index 47e16adc5e2..00b7343b222 100644 --- a/infra/feast-operator/go.sum +++ b/infra/feast-operator/go.sum @@ -1,5 +1,5 @@ -cel.dev/expr v0.19.1 h1:NciYrtDRIR0lNCnH1LFJegdjspNx9fI59O7TWcua/W4= -cel.dev/expr v0.19.1/go.mod h1:MrpN08Q+lEBs+bGYdLxxHkZoUSsCp0nSKTs0nTymJgw= +cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4= +cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4= github.com/antlr4-go/antlr/v4 v4.13.0 h1:lxCg3LAv+EUK6t1i0y1V6/SLeUi0eKEKdhQAlS8TVTI= github.com/antlr4-go/antlr/v4 v4.13.0/go.mod h1:pfChB/xh/Unjila75QW7+VU4TSnWnnk9UTnmpPaOR2g= github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= @@ -15,31 +15,31 @@ github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSs github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM= github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= -github.com/emicklei/go-restful/v3 v3.12.1 h1:PJMDIM/ak7btuL8Ex0iYET9hxM3CI2sjZtzpL63nKAU= -github.com/emicklei/go-restful/v3 v3.12.1/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc= -github.com/evanphx/json-patch v5.9.0+incompatible h1:fBXyNpNMuTTDdquAq/uisOr2lShz4oaXpDTX2bLe7ls= -github.com/evanphx/json-patch v5.9.0+incompatible/go.mod h1:50XU6AFN0ol/bzJsmQLiYLvXMP4fmwYFNcr97nuDLSk= +github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU= +github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc= +github.com/evanphx/json-patch v0.5.2 h1:xVCHIVMUu1wtM/VkR9jVZ45N3FhZfYMMYGorLCR8P3k= +github.com/evanphx/json-patch v0.5.2/go.mod h1:ZWS5hhDbVDyob71nXKNL0+PWn6ToqBHMikGIFbs31qQ= github.com/evanphx/json-patch/v5 v5.9.11 h1:/8HVnzMq13/3x9TPvjG08wUGqBTmZBsCWzjTM0wiaDU= github.com/evanphx/json-patch/v5 v5.9.11/go.mod h1:3j+LviiESTElxA4p3EMKAB9HXj3/XEtnUf6OZxqIQTM= github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg= github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U= github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nosvA= github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM= -github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E= -github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ= +github.com/fxamacker/cbor/v2 v2.8.0 h1:fFtUGXUzXPHTIUdne5+zzMPTfffl3RD5qYnkY40vtxU= +github.com/fxamacker/cbor/v2 v2.8.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ= github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= -github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY= -github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= +github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI= +github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY= github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= github.com/go-logr/zapr v1.3.0 h1:XGdV8XW8zdwFiwOA2Dryh1gj2KRQyOOoNmBy4EplIcQ= github.com/go-logr/zapr v1.3.0/go.mod h1:YKepepNBd1u/oyhd/yQmtjVXmm9uML4IXUgMOwR8/Gg= -github.com/go-openapi/jsonpointer v0.21.0 h1:YgdVicSA9vH5RiHs9TZW5oyafXZFc6+2Vc1rr/O9oNQ= -github.com/go-openapi/jsonpointer v0.21.0/go.mod h1:IUyH9l/+uyhIYQ/PXVA41Rexl+kOkAPDdXEYns6fzUY= +github.com/go-openapi/jsonpointer v0.21.1 h1:whnzv/pNXtK2FbX/W9yJfRmE2gsmkfahjMKB0fZvcic= +github.com/go-openapi/jsonpointer v0.21.1/go.mod h1:50I1STOfbY1ycR8jGz8DaMeLCdXiI6aDteEdRNNzpdk= github.com/go-openapi/jsonreference v0.21.0 h1:Rs+Y7hSXT83Jacb7kFyjn4ijOuVGSvOdF2+tg1TRrwQ= github.com/go-openapi/jsonreference v0.21.0/go.mod h1:LmZmgsrTkVg9LG4EaHeY8cBDslNPMo06cago5JNLkm4= -github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+GrE= -github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ= +github.com/go-openapi/swag v0.23.1 h1:lpsStH0n2ittzTnbaSloVZLuB5+fvSY/+hnagBjSNZU= +github.com/go-openapi/swag v0.23.1/go.mod h1:STZs8TbRvEQQKUA+JZNAm3EWlgaOBGpyFDqQnDHMef0= github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI= github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8= github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q= @@ -80,8 +80,8 @@ github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc= github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw= -github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0= -github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc= +github.com/mailru/easyjson v0.9.0 h1:PrnmzHw7262yW8sTBwxi1PdJA3Iw/EKBa8psRf7d9a4= +github.com/mailru/easyjson v0.9.0/go.mod h1:1+xMtQp2MRNVL/V1bOzuP3aP8VNwRW55fQUto+XFtTU= github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg= github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= @@ -97,13 +97,12 @@ github.com/openshift/api v0.0.0-20240912201240-0a8800162826 h1:A8D9SN/hJUwAbdO0r github.com/openshift/api v0.0.0-20240912201240-0a8800162826/go.mod h1:OOh6Qopf21pSzqNVCB5gomomBXb8o5sGKZxG2KNpaXM= github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4= github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= +github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= -github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U= -github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= -github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.75.0 h1:62MgqpTrtjNd8cc0RJSFJ1OHqgSrThgHehGVuQaF/fc= -github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.75.0/go.mod h1:XYrdZw5dW12Cjkt4ndbeNZZTBp4UCHtW0ccR9+sTtPU= -github.com/prometheus-operator/prometheus-operator/pkg/client v0.75.0 h1:QcchdrYyQ9qRY0KZlEjx6gYUjPOvkZDbzOlHMp4ix88= -github.com/prometheus-operator/prometheus-operator/pkg/client v0.75.0/go.mod h1:ptPuQIiTdOvagifFhojZSJ/8VinU3/l7gOQ+Y6M0aqI= +github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.83.0 h1:j9Ce3W6X6Tzi0QnSap+YzGwpqJLJGP/7xV6P9f86jjM= +github.com/prometheus-operator/prometheus-operator/pkg/apis/monitoring v0.83.0/go.mod h1:sSxwdmprUfmRfTknPc4KIjUd2ZIc/kirw4UdXNhOauM= +github.com/prometheus-operator/prometheus-operator/pkg/client v0.83.0 h1:odshP0+Jo6iUNGpK8MOFA6p5Yj0QOV4yLgiqFU5MVuI= +github.com/prometheus-operator/prometheus-operator/pkg/client v0.83.0/go.mod h1:6Ndhfow0psSp7dV1qp9zK5h++CDKz4eSFWPbrHd5Iic= github.com/prometheus/client_golang v1.22.0 h1:rb93p9lokFEsctTys46VnV1kLCDpVZ0a/Y92Vm0Zc6Q= github.com/prometheus/client_golang v1.22.0/go.mod h1:R7ljNsLXhuQXYZYtw6GAE9AZg8Y7vEW5scdCXrWRXC0= github.com/prometheus/client_model v0.6.1 h1:ZKSh/rekM+n3CeS952MLRAdFwIKqeY8b62p8ais2e9E= @@ -112,8 +111,8 @@ github.com/prometheus/common v0.62.0 h1:xasJaQlnWAeyHdUBeGjXmutelfJHWMRr+Fg4QszZ github.com/prometheus/common v0.62.0/go.mod h1:vyBcEuLSvWos9B1+CyL7JZ2up+uFzXhkqml0W5zIY1I= github.com/prometheus/procfs v0.15.1 h1:YagwOFzUgYfKKHX6Dr+sHT7km/hxC76UB0learggepc= github.com/prometheus/procfs v0.15.1/go.mod 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v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto= +google.golang.org/genproto/googleapis/rpc v0.0.0-20251202230838-ff82c1b0f217 h1:gRkg/vSppuSQoDjxyiGfN4Upv/h/DQmIR10ZU8dh4Ww= +google.golang.org/genproto/googleapis/rpc v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:7i2o+ce6H/6BluujYR+kqX3GKH+dChPTQU19wjRPiGk= +google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE= +google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ= +google.golang.org/protobuf v1.36.10 h1:AYd7cD/uASjIL6Q9LiTjz8JLcrh/88q5UObnmY3aOOE= +google.golang.org/protobuf v1.36.10/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= @@ -223,34 +226,34 @@ gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw= gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= -k8s.io/api v0.33.0 h1:yTgZVn1XEe6opVpP1FylmNrIFWuDqe2H0V8CT5gxfIU= -k8s.io/api v0.33.0/go.mod h1:CTO61ECK/KU7haa3qq8sarQ0biLq2ju405IZAd9zsiM= -k8s.io/apiextensions-apiserver v0.33.0 h1:d2qpYL7Mngbsc1taA4IjJPRJ9ilnsXIrndH+r9IimOs= -k8s.io/apiextensions-apiserver v0.33.0/go.mod h1:VeJ8u9dEEN+tbETo+lFkwaaZPg6uFKLGj5vyNEwwSzc= -k8s.io/apimachinery v0.33.0 h1:1a6kHrJxb2hs4t8EE5wuR/WxKDwGN1FKH3JvDtA0CIQ= -k8s.io/apimachinery v0.33.0/go.mod h1:BHW0YOu7n22fFv/JkYOEfkUYNRN0fj0BlvMFWA7b+SM= -k8s.io/apiserver v0.33.0 h1:QqcM6c+qEEjkOODHppFXRiw/cE2zP85704YrQ9YaBbc= -k8s.io/apiserver v0.33.0/go.mod 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h1:VMbE4ArWYLO01omz+k8hFjAdYfc3GVAYPrhP2tTKccs= +k8s.io/client-go v0.33.1 h1:ZZV/Ks2g92cyxWkRRnfUDsnhNn28eFpt26aGc8KbXF4= +k8s.io/client-go v0.33.1/go.mod h1:JAsUrl1ArO7uRVFWfcj6kOomSlCv+JpvIsp6usAGefA= +k8s.io/component-base v0.33.1 h1:EoJ0xA+wr77T+G8p6T3l4efT2oNwbqBVKR71E0tBIaI= +k8s.io/component-base v0.33.1/go.mod h1:guT/w/6piyPfTgq7gfvgetyXMIh10zuXA6cRRm3rDuY= k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk= k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE= k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff h1:/usPimJzUKKu+m+TE36gUyGcf03XZEP0ZIKgKj35LS4= k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff/go.mod h1:5jIi+8yX4RIb8wk3XwBo5Pq2ccx4FP10ohkbSKCZoK8= -k8s.io/utils v0.0.0-20241104100929-3ea5e8cea738 h1:M3sRQVHv7vB20Xc2ybTt7ODCeFj6JSWYFzOFnYeS6Ro= -k8s.io/utils v0.0.0-20241104100929-3ea5e8cea738/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0= +k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979 h1:jgJW5IePPXLGB8e/1wvd0Ich9QE97RvvF3a8J3fP/Lg= +k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0= sigs.k8s.io/apiserver-network-proxy/konnectivity-client v0.31.2 h1:jpcvIRr3GLoUoEKRkHKSmGjxb6lWwrBlJsXc+eUYQHM= sigs.k8s.io/apiserver-network-proxy/konnectivity-client v0.31.2/go.mod h1:Ve9uj1L+deCXFrPOk1LpFXqTg7LCFzFso6PA48q/XZw= sigs.k8s.io/controller-runtime v0.21.0 h1:CYfjpEuicjUecRk+KAeyYh+ouUBn4llGyDYytIGcJS8= sigs.k8s.io/controller-runtime v0.21.0/go.mod h1:OSg14+F65eWqIu4DceX7k/+QRAbTTvxeQSNSOQpukWM= -sigs.k8s.io/json v0.0.0-20241010143419-9aa6b5e7a4b3 h1:/Rv+M11QRah1itp8VhT6HoVx1Ray9eB4DBr+K+/sCJ8= -sigs.k8s.io/json v0.0.0-20241010143419-9aa6b5e7a4b3/go.mod h1:18nIHnGi6636UCz6m8i4DhaJ65T6EruyzmoQqI2BVDo= +sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 h1:gBQPwqORJ8d8/YNZWEjoZs7npUVDpVXUUOFfW6CgAqE= +sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8/go.mod h1:mdzfpAEoE6DHQEN0uh9ZbOCuHbLK5wOm7dK4ctXE9Tg= sigs.k8s.io/randfill v0.0.0-20250304075658-069ef1bbf016/go.mod h1:XeLlZ/jmk4i1HRopwe7/aU3H5n1zNUcX6TM94b3QxOY= sigs.k8s.io/randfill v1.0.0 h1:JfjMILfT8A6RbawdsK2JXGBR5AQVfd+9TbzrlneTyrU= sigs.k8s.io/randfill v1.0.0/go.mod h1:XeLlZ/jmk4i1HRopwe7/aU3H5n1zNUcX6TM94b3QxOY= -sigs.k8s.io/structured-merge-diff/v4 v4.6.0 h1:IUA9nvMmnKWcj5jl84xn+T5MnlZKThmUW1TdblaLVAc= -sigs.k8s.io/structured-merge-diff/v4 v4.6.0/go.mod h1:dDy58f92j70zLsuZVuUX5Wp9vtxXpaZnkPGWeqDfCps= +sigs.k8s.io/structured-merge-diff/v4 v4.7.0 h1:qPeWmscJcXP0snki5IYF79Z8xrl8ETFxgMd7wez1XkI= +sigs.k8s.io/structured-merge-diff/v4 v4.7.0/go.mod h1:dDy58f92j70zLsuZVuUX5Wp9vtxXpaZnkPGWeqDfCps= sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E= sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY= diff --git a/infra/feast-operator/internal/controller/featurestore_controller.go b/infra/feast-operator/internal/controller/featurestore_controller.go index 32c8405ec2b..ae877447ddb 100644 --- a/infra/feast-operator/internal/controller/featurestore_controller.go +++ b/infra/feast-operator/internal/controller/featurestore_controller.go @@ -43,6 +43,7 @@ import ( feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1" "github.com/feast-dev/feast/infra/feast-operator/internal/controller/authz" feasthandler "github.com/feast-dev/feast/infra/feast-operator/internal/controller/handler" + feastmetrics "github.com/feast-dev/feast/infra/feast-operator/internal/controller/metrics" "github.com/feast-dev/feast/infra/feast-operator/internal/controller/services" routev1 "github.com/openshift/api/route/v1" ) @@ -55,7 +56,8 @@ const ( // FeatureStoreReconciler reconciles a FeatureStore object type FeatureStoreReconciler struct { client.Client - Scheme *runtime.Scheme + Scheme *runtime.Scheme + Metrics *feastmetrics.FeatureStoreMetrics } // +kubebuilder:rbac:groups=feast.dev,resources=featurestores,verbs=get;list;watch;create;update;patch;delete @@ -87,6 +89,9 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request if apierrors.IsNotFound(err) { // CR deleted since request queued, child objects getting GC'd, no requeue logger.V(1).Info("FeatureStore CR not found, has been deleted") + 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{ ObjectMeta: metav1.ObjectMeta{ @@ -107,6 +112,9 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request // Handle deletion - clean up namespace registry entry if cr.DeletionTimestamp != nil { logger.Info("FeatureStore is being deleted, cleaning up namespace registry entry") + if r.Metrics != nil { + r.Metrics.DeleteFeatureStore(cr.Namespace, cr.Name) + } if err := r.cleanupNamespaceRegistry(ctx, cr); err != nil { logger.Error(err, "Failed to clean up namespace registry entry") return ctrl.Result{}, err @@ -115,6 +123,9 @@ func (r *FeatureStoreReconciler) Reconcile(ctx context.Context, req ctrl.Request } result, recErr = r.deployFeast(ctx, cr) + if recErr == nil && r.Metrics != nil { + r.Metrics.RecordFeatureStore(cr) + } if cr.DeletionTimestamp == nil && !reflect.DeepEqual(currentStatus, cr.Status) { if err = r.Client.Status().Update(ctx, cr); err != nil { if apierrors.IsConflict(err) { diff --git a/infra/feast-operator/internal/controller/featurestore_controller_test.go b/infra/feast-operator/internal/controller/featurestore_controller_test.go index 4d2663fd47a..a9ac5235eda 100644 --- a/infra/feast-operator/internal/controller/featurestore_controller_test.go +++ b/infra/feast-operator/internal/controller/featurestore_controller_test.go @@ -1491,6 +1491,109 @@ var _ = Describe("FeatureStore Controller", func() { Expect(err.Error()).To(ContainSubstring("At least one of restAPI or grpc must be true")) }) + It("should generate correct feature_store.yaml when registry MCP is enabled", func() { + const mcpName = "mcp-registry" + mcpNsName := types.NamespacedName{ + Name: mcpName, + Namespace: "default", + } + + resource := &feastdevv1.FeatureStore{ + ObjectMeta: metav1.ObjectMeta{ + Name: mcpName, + Namespace: "default", + }, + Spec: feastdevv1.FeatureStoreSpec{ + FeastProject: feastProject, + Services: &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{ + RestAPI: ptr(true), + Mcp: &feastdevv1.McpConfig{ + Enabled: true, + }, + }, + }, + }, + }, + }, + } + resource.SetGroupVersionKind(feastdevv1.GroupVersion.WithKind("FeatureStore")) + Expect(k8sClient.Create(ctx, resource)).To(Succeed()) + + controllerReconciler := &FeatureStoreReconciler{ + Client: k8sClient, + Scheme: k8sClient.Scheme(), + } + _, err := controllerReconciler.Reconcile(ctx, reconcile.Request{NamespacedName: mcpNsName}) + Expect(err).NotTo(HaveOccurred()) + + err = k8sClient.Get(ctx, mcpNsName, resource) + Expect(err).NotTo(HaveOccurred()) + + feast := services.FeastServices{ + Handler: handler.FeastHandler{ + Client: controllerReconciler.Client, + Context: ctx, + Scheme: controllerReconciler.Scheme, + FeatureStore: resource, + }, + } + + deploy := &appsv1.Deployment{} + objMeta := feast.GetObjectMeta() + err = k8sClient.Get(ctx, types.NamespacedName{ + Name: objMeta.Name, + Namespace: objMeta.Namespace, + }, deploy) + Expect(err).NotTo(HaveOccurred()) + + registryContainer := services.GetRegistryContainer(*deploy) + Expect(registryContainer).NotTo(BeNil()) + + env := getFeatureStoreYamlEnvVar(registryContainer.Env) + Expect(env).NotTo(BeNil()) + + envByte, err := base64.StdEncoding.DecodeString(env.Value) + Expect(err).NotTo(HaveOccurred()) + repoConfig := &services.RepoConfig{} + err = yaml.Unmarshal(envByte, repoConfig) + Expect(err).NotTo(HaveOccurred()) + Expect(repoConfig.Registry.Mcp).NotTo(BeNil()) + Expect(repoConfig.Registry.Mcp.Enabled).To(BeTrue()) + }) + + It("should reject registry MCP without restAPI enabled", func() { + mcpNoRestResource := &feastdevv1.FeatureStore{ + ObjectMeta: metav1.ObjectMeta{ + Name: "mcp-no-rest", + Namespace: "default", + }, + Spec: feastdevv1.FeatureStoreSpec{ + FeastProject: feastProject, + Services: &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{ + RestAPI: ptr(false), + GRPC: ptr(true), + Mcp: &feastdevv1.McpConfig{ + Enabled: true, + }, + }, + }, + }, + }, + }, + } + mcpNoRestResource.SetGroupVersionKind(feastdevv1.GroupVersion.WithKind("FeatureStore")) + + err := k8sClient.Create(ctx, mcpNoRestResource) + Expect(err).To(HaveOccurred()) + Expect(err.Error()).To(ContainSubstring("MCP requires restAPI to be true")) + }) + It("should error on reconcile", func() { By("Trying to set the controller OwnerRef of a Deployment that already has a controller") controllerReconciler := &FeatureStoreReconciler{ diff --git a/infra/feast-operator/internal/controller/metrics/metrics.go b/infra/feast-operator/internal/controller/metrics/metrics.go new file mode 100644 index 00000000000..c85d894c4ce --- /dev/null +++ b/infra/feast-operator/internal/controller/metrics/metrics.go @@ -0,0 +1,133 @@ +/* +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 metrics provides a Prometheus info gauge that records the store +// types configured for each FeatureStore CR (online store, offline store, +// registry). These operator-level metrics are distinct from the Feast +// feature-server application metrics (feast_feature_server_*) and are useful +// for usage telemetry and assessing the impact of removing store type support. +package metrics + +import ( + feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1" + "github.com/prometheus/client_golang/prometheus" + ctrlmetrics "sigs.k8s.io/controller-runtime/pkg/metrics" +) + +const typeNone = "none" + +// FeatureStoreMetrics holds the Prometheus GaugeVec for feast-operator +// installation telemetry. +type FeatureStoreMetrics struct { + FeatureStoreInfo *prometheus.GaugeVec +} + +// NewFeatureStoreMetrics creates a new FeatureStoreMetrics with the GaugeVec +// initialised but not yet registered. Call Register() before starting the manager. +func NewFeatureStoreMetrics() *FeatureStoreMetrics { + return &FeatureStoreMetrics{ + FeatureStoreInfo: prometheus.NewGaugeVec( + prometheus.GaugeOpts{ + Name: "feast_operator_feature_store_info", + Help: "Information about a deployed FeatureStore. " + + "Value is always 1. Labels carry the configured store types: " + + "'online_store_type', 'offline_store_type', and 'registry_type' " + + "are set to the persistence type (e.g. redis, snowflake.offline, local) " + + "or 'none' when that component is not configured.", + }, + []string{"namespace", "name", "online_store_type", "offline_store_type", "registry_type"}, + ), + } +} + +// Register registers the metric with the controller-runtime metrics registry +// so it is exposed on the manager's /metrics endpoint. +func (m *FeatureStoreMetrics) Register() { + ctrlmetrics.Registry.MustRegister(m.FeatureStoreInfo) +} + +// RecordFeatureStore updates the gauge for the given FeatureStore using the +// applied configuration stored in status.Applied (which has operator defaults +// applied). The previous label set for this FeatureStore is deleted first so +// that store type changes are reflected cleanly on the next scrape. +func (m *FeatureStoreMetrics) RecordFeatureStore(fs *feastdevv1.FeatureStore) { + svcs := fs.Status.Applied.Services + m.FeatureStoreInfo.DeletePartialMatch(prometheus.Labels{ + "namespace": fs.Namespace, + "name": fs.Name, + }) + m.FeatureStoreInfo.WithLabelValues( + fs.Namespace, + fs.Name, + onlineStoreType(svcs), + offlineStoreType(svcs), + registryType(svcs), + ).Set(1) +} + +// DeleteFeatureStore removes the metric label set for the given FeatureStore. +// Safe to call when the CR has already been deleted from the API server. +func (m *FeatureStoreMetrics) DeleteFeatureStore(namespace, name string) { + m.FeatureStoreInfo.DeletePartialMatch(prometheus.Labels{ + "namespace": namespace, + "name": name, + }) +} + +// onlineStoreType returns the online store persistence type or "none". +func onlineStoreType(svcs *feastdevv1.FeatureStoreServices) string { + if svcs == nil || svcs.OnlineStore == nil { + return typeNone + } + if p := svcs.OnlineStore.Persistence; p != nil && p.DBPersistence != nil { + return p.DBPersistence.Type + } + return "file" +} + +// offlineStoreType returns the offline store persistence type or "none". +func offlineStoreType(svcs *feastdevv1.FeatureStoreServices) string { + if svcs == nil || svcs.OfflineStore == nil { + return typeNone + } + if p := svcs.OfflineStore.Persistence; p != nil { + if p.DBPersistence != nil { + return p.DBPersistence.Type + } + if p.FilePersistence != nil && p.FilePersistence.Type != "" { + return p.FilePersistence.Type + } + } + return "file" +} + +// registryType returns "local", "remote", "remote_feastref", or "none". +func registryType(svcs *feastdevv1.FeatureStoreServices) string { + if svcs == nil || svcs.Registry == nil { + return typeNone + } + switch { + case svcs.Registry.Local != nil: + return "local" + case svcs.Registry.Remote != nil: + if svcs.Registry.Remote.FeastRef != nil { + return "remote_feastref" + } + return "remote" + default: + return typeNone + } +} diff --git a/infra/feast-operator/internal/controller/metrics/metrics_test.go b/infra/feast-operator/internal/controller/metrics/metrics_test.go new file mode 100644 index 00000000000..480a861560d --- /dev/null +++ b/infra/feast-operator/internal/controller/metrics/metrics_test.go @@ -0,0 +1,275 @@ +/* +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 metrics_test + +import ( + "testing" + + "github.com/prometheus/client_golang/prometheus" + dto "github.com/prometheus/client_model/go" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + + feastdevv1 "github.com/feast-dev/feast/infra/feast-operator/api/v1" + . "github.com/feast-dev/feast/infra/feast-operator/internal/controller/metrics" +) + +const testNamespace = "test-ns" + +// gaugeValue reads the float64 value for the given label values. +// Returns -1 if the metric is not found. +func gaugeValue(gv *prometheus.GaugeVec, labels ...string) float64 { + g, err := gv.GetMetricWithLabelValues(labels...) + if err != nil { + return -1 + } + m := &dto.Metric{} + if err := g.Write(m); err != nil { + return -1 + } + return m.GetGauge().GetValue() +} + +func featureStore(name string, svcs *feastdevv1.FeatureStoreServices) *feastdevv1.FeatureStore { + fs := &feastdevv1.FeatureStore{ + ObjectMeta: metav1.ObjectMeta{Namespace: testNamespace, Name: name}, + } + fs.Status.Applied.Services = svcs + return fs +} + +func TestRecordFeatureStore_NoServices(t *testing.T) { + m := NewFeatureStoreMetrics() + m.RecordFeatureStore(featureStore("fs", nil)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "none", "none"); v != 1 { + t.Errorf("expected 1 for all-absent store, got %v", v) + } +} + +func TestRecordFeatureStore_OnlineStore_File(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{}, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "file", "none", "none"); v != 1 { + t.Errorf("expected 1 for file online store, got %v", v) + } +} + +func TestRecordFeatureStore_OnlineStore_Redis(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "redis"}, + }, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "redis", "none", "none"); v != 1 { + t.Errorf("expected 1 for redis online store, got %v", v) + } +} + +func TestRecordFeatureStore_OfflineStore_DB(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OfflineStore: &feastdevv1.OfflineStore{ + Persistence: &feastdevv1.OfflineStorePersistence{ + DBPersistence: &feastdevv1.OfflineStoreDBStorePersistence{Type: "snowflake.offline"}, + }, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "snowflake.offline", "none"); v != 1 { + t.Errorf("expected 1 for snowflake offline store, got %v", v) + } +} + +func TestRecordFeatureStore_OfflineStore_FilePersistenceType(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OfflineStore: &feastdevv1.OfflineStore{ + Persistence: &feastdevv1.OfflineStorePersistence{ + FilePersistence: &feastdevv1.OfflineStoreFilePersistence{Type: "duckdb"}, + }, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "duckdb", "none"); v != 1 { + t.Errorf("expected 1 for duckdb offline store, got %v", v) + } +} + +func TestRecordFeatureStore_Registry_Local(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{}, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "none", "local"); v != 1 { + t.Errorf("expected 1 for local registry, got %v", v) + } +} + +func TestRecordFeatureStore_Registry_RemoteHostname(t *testing.T) { + hostname := "registry.example.com:443" + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Remote: &feastdevv1.RemoteRegistryConfig{Hostname: &hostname}, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "none", "remote"); v != 1 { + t.Errorf("expected 1 for remote registry, got %v", v) + } +} + +func TestRecordFeatureStore_Registry_RemoteFeastRef(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Remote: &feastdevv1.RemoteRegistryConfig{ + FeastRef: &feastdevv1.FeatureStoreRef{Name: "other-fs", Namespace: "other-ns"}, + }, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "none", "none", "remote_feastref"); v != 1 { + t.Errorf("expected 1 for remote_feastref registry, got %v", v) + } +} + +func TestRecordFeatureStore_AllComponents(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "redis"}, + }, + }, + OfflineStore: &feastdevv1.OfflineStore{ + Persistence: &feastdevv1.OfflineStorePersistence{ + DBPersistence: &feastdevv1.OfflineStoreDBStorePersistence{Type: "snowflake.offline"}, + }, + }, + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{}, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "redis", "snowflake.offline", "local"); v != 1 { + t.Errorf("expected 1 for full store config, got %v", v) + } +} + +func TestRecordFeatureStore_TypeChange(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs1 := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "redis"}, + }, + }, + } + svcs2 := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "postgres"}, + }, + }, + } + + m.RecordFeatureStore(featureStore("fs", svcs1)) + m.RecordFeatureStore(featureStore("fs", svcs2)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "redis", "none", "none"); v != 0 { + t.Errorf("old label set (redis) should be removed after type change, got %v", v) + } + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "postgres", "none", "none"); v != 1 { + t.Errorf("new label set (postgres) should be 1 after type change, got %v", v) + } +} + +func TestDeleteFeatureStore_RemovesMetric(t *testing.T) { + m := NewFeatureStoreMetrics() + svcs := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "redis"}, + }, + }, + } + m.RecordFeatureStore(featureStore("fs", svcs)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "redis", "none", "none"); v != 1 { + t.Fatalf("setup: expected 1 before delete, got %v", v) + } + + m.DeleteFeatureStore(testNamespace, "fs") + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs", "redis", "none", "none"); v != 0 { + t.Errorf("expected 0 after DeleteFeatureStore, got %v", v) + } +} + +func TestMultipleFeatureStores_IndependentLabelSets(t *testing.T) { + m := NewFeatureStoreMetrics() + + svcs1 := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "redis"}, + }, + }, + } + svcs2 := &feastdevv1.FeatureStoreServices{ + OnlineStore: &feastdevv1.OnlineStore{ + Persistence: &feastdevv1.OnlineStorePersistence{ + DBPersistence: &feastdevv1.OnlineStoreDBStorePersistence{Type: "postgres"}, + }, + }, + } + + m.RecordFeatureStore(featureStore("fs-1", svcs1)) + m.RecordFeatureStore(featureStore("fs-2", svcs2)) + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs-1", "redis", "none", "none"); v != 1 { + t.Errorf("fs-1: expected redis=1, got %v", v) + } + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs-2", "postgres", "none", "none"); v != 1 { + t.Errorf("fs-2: expected postgres=1, got %v", v) + } + + m.DeleteFeatureStore(testNamespace, "fs-1") + + if v := gaugeValue(m.FeatureStoreInfo, testNamespace, "fs-2", "postgres", "none", "none"); v != 1 { + t.Errorf("fs-2 should be unaffected after fs-1 deletion, got %v", v) + } +} diff --git a/infra/feast-operator/internal/controller/services/repo_config.go b/infra/feast-operator/internal/controller/services/repo_config.go index 42ca5373fd9..aa33819c2b4 100644 --- a/infra/feast-operator/internal/controller/services/repo_config.go +++ b/infra/feast-operator/internal/controller/services/repo_config.go @@ -259,6 +259,15 @@ func setRepoConfigRegistry(services *feastdevv1.FeatureStoreServices, secretExtr repoConfig.Registry.DBParameters = parametersMap } } + + if services.Registry.Local.Server != nil && + services.Registry.Local.Server.Mcp != nil && + services.Registry.Local.Server.Mcp.Enabled { + repoConfig.Registry.Mcp = &RegistryMcpYamlConfig{ + Enabled: true, + } + } + return nil } 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 8e1ae1d60bf..9550068d251 100644 --- a/infra/feast-operator/internal/controller/services/repo_config_test.go +++ b/infra/feast-operator/internal/controller/services/repo_config_test.go @@ -417,6 +417,66 @@ var _ = Describe("Repo Config", func() { Expect(repoConfig.FeatureServer.McpEnabled).To(BeNil()) }) + It("should set registry mcp when enabled", func() { + featureStore := minimalFeatureStore() + + featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{ + Mcp: &feastdevv1.McpConfig{ + Enabled: true, + }, + }, + }, + }, + } + ApplyDefaultsToStatus(featureStore) + + repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false) + Expect(err).NotTo(HaveOccurred()) + Expect(repoConfig.Registry.Mcp).NotTo(BeNil()) + Expect(repoConfig.Registry.Mcp.Enabled).To(BeTrue()) + }) + + It("should not set registry mcp when disabled", func() { + featureStore := minimalFeatureStore() + + featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{ + Mcp: &feastdevv1.McpConfig{ + Enabled: false, + }, + }, + }, + }, + } + ApplyDefaultsToStatus(featureStore) + + repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false) + Expect(err).NotTo(HaveOccurred()) + Expect(repoConfig.Registry.Mcp).To(BeNil()) + }) + + It("should not set registry mcp when server has no mcp config", func() { + featureStore := minimalFeatureStore() + + featureStore.Spec.Services = &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{}, + }, + }, + } + ApplyDefaultsToStatus(featureStore) + + repoConfig, err := getServiceRepoConfig(featureStore, emptyMockExtractConfigFromSecret, emptyMockExtractConfigFromConfigMap, false) + Expect(err).NotTo(HaveOccurred()) + Expect(repoConfig.Registry.Mcp).To(BeNil()) + }) + It("should set materialization block", func() { featureStore := minimalFeatureStore() batchSize := int32(10000) diff --git a/infra/feast-operator/internal/controller/services/services.go b/infra/feast-operator/internal/controller/services/services.go index 47226d460aa..4acb8504d4e 100644 --- a/infra/feast-operator/internal/controller/services/services.go +++ b/infra/feast-operator/internal/controller/services/services.go @@ -32,6 +32,7 @@ import ( metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" "k8s.io/apimachinery/pkg/types" "k8s.io/apimachinery/pkg/util/intstr" + "k8s.io/utils/ptr" "sigs.k8s.io/controller-runtime/pkg/client" "sigs.k8s.io/controller-runtime/pkg/controller/controllerutil" "sigs.k8s.io/controller-runtime/pkg/log" @@ -768,6 +769,17 @@ func (feast *FeastServices) setInitContainer(podSpec *corev1.PodSpec, fsYamlB64 } } +// getServiceAppProtocol returns the appProtocol for a Service port. +// The registry gRPC service uses the gRPC protocol, which requires HTTP/2. +// Setting appProtocol allows service meshes (e.g. Istio) and load balancers +// to correctly classify the traffic and avoid downgrading to HTTP/1.1. +func (feast *FeastServices) getServiceAppProtocol(feastType FeastServiceType, isRestService bool) *string { + if feastType == RegistryFeastType && !isRestService && feast.isRegistryGrpcEnabled() { + return ptr.To("grpc") + } + return nil +} + func (feast *FeastServices) setService(svc *corev1.Service, feastType FeastServiceType, isRestService bool) error { svc.Labels = feast.getFeastTypeLabels(feastType) if feast.isOpenShiftTls(feastType) { @@ -829,10 +841,11 @@ func (feast *FeastServices) setService(svc *corev1.Service, feastType FeastServi Type: corev1.ServiceTypeClusterIP, Ports: []corev1.ServicePort{ { - Name: scheme, - Port: port, - Protocol: corev1.ProtocolTCP, - TargetPort: intstr.FromInt(int(targetPort)), + Name: scheme, + Port: port, + Protocol: corev1.ProtocolTCP, + TargetPort: intstr.FromInt(int(targetPort)), + AppProtocol: feast.getServiceAppProtocol(feastType, isRestService), }, }, } diff --git a/infra/feast-operator/internal/controller/services/services_test.go b/infra/feast-operator/internal/controller/services/services_test.go index 4b7b4343216..7cabc1d596d 100644 --- a/infra/feast-operator/internal/controller/services/services_test.go +++ b/infra/feast-operator/internal/controller/services/services_test.go @@ -632,6 +632,118 @@ var _ = Describe("Registry Service", func() { }) }) +var _ = Describe("Service AppProtocol Configuration", func() { + var ( + featureStore *feastdevv1.FeatureStore + feast *FeastServices + ctx context.Context + ) + + BeforeEach(func() { + ctx = context.Background() + featureStore = &feastdevv1.FeatureStore{ + ObjectMeta: metav1.ObjectMeta{ + Name: "testfeaturestore-approtocol", + Namespace: "default", + }, + Spec: feastdevv1.FeatureStoreSpec{ + FeastProject: "testproject", + Services: &feastdevv1.FeatureStoreServices{ + Registry: &feastdevv1.Registry{ + Local: &feastdevv1.LocalRegistryConfig{ + Server: &feastdevv1.RegistryServerConfigs{ + ServerConfigs: feastdevv1.ServerConfigs{ + ContainerConfigs: feastdevv1.ContainerConfigs{ + DefaultCtrConfigs: feastdevv1.DefaultCtrConfigs{ + Image: ptr.To("test-image"), + }, + }, + }, + GRPC: ptr.To(true), + RestAPI: ptr.To(false), + }, + }, + }, + }, + }, + } + Expect(k8sClient.Create(ctx, featureStore)).To(Succeed()) + applySpecToStatus(featureStore) + feast = &FeastServices{ + Handler: handler.FeastHandler{ + Client: k8sClient, + Context: ctx, + Scheme: k8sClient.Scheme(), + FeatureStore: featureStore, + }, + } + Expect(feast.ApplyDefaults()).To(Succeed()) + applySpecToStatus(featureStore) + }) + + AfterEach(func() { + Expect(k8sClient.Delete(ctx, featureStore)).To(Succeed()) + }) + + It("should return grpc appProtocol for the registry gRPC service", func() { + Expect(feast.isRegistryGrpcEnabled()).To(BeTrue()) + Expect(feast.getServiceAppProtocol(RegistryFeastType, false)).To(Equal(ptr.To("grpc"))) + }) + + It("should return nil appProtocol for the registry REST service", func() { + featureStore.Spec.Services.Registry.Local.Server.RestAPI = ptr.To(true) + Expect(k8sClient.Update(ctx, featureStore)).To(Succeed()) + Expect(feast.ApplyDefaults()).To(Succeed()) + applySpecToStatus(featureStore) + + Expect(feast.getServiceAppProtocol(RegistryFeastType, true)).To(BeNil()) + }) + + It("should return nil appProtocol for the online store service", func() { + Expect(feast.getServiceAppProtocol(OnlineFeastType, false)).To(BeNil()) + }) + + It("should return nil appProtocol for the offline store service", func() { + Expect(feast.getServiceAppProtocol(OfflineFeastType, false)).To(BeNil()) + }) + + It("should return nil appProtocol when registry gRPC is disabled", func() { + featureStore.Spec.Services.Registry.Local.Server.GRPC = ptr.To(false) + featureStore.Spec.Services.Registry.Local.Server.RestAPI = ptr.To(true) + Expect(k8sClient.Update(ctx, featureStore)).To(Succeed()) + Expect(feast.ApplyDefaults()).To(Succeed()) + applySpecToStatus(featureStore) + + Expect(feast.isRegistryGrpcEnabled()).To(BeFalse()) + Expect(feast.getServiceAppProtocol(RegistryFeastType, false)).To(BeNil()) + }) + + It("should set grpc appProtocol on the registry gRPC Service port", func() { + Expect(feast.deployFeastServiceByType(RegistryFeastType)).To(Succeed()) + svc := feast.initFeastSvc(RegistryFeastType) + Expect(svc).NotTo(BeNil()) + Expect(feast.setService(svc, RegistryFeastType, false)).To(Succeed()) + + Expect(svc.Spec.Ports).To(HaveLen(1)) + Expect(svc.Spec.Ports[0].AppProtocol).To(Equal(ptr.To("grpc"))) + }) + + It("should not set appProtocol on the registry REST Service port", func() { + featureStore.Spec.Services.Registry.Local.Server.RestAPI = ptr.To(true) + Expect(k8sClient.Update(ctx, featureStore)).To(Succeed()) + Expect(feast.ApplyDefaults()).To(Succeed()) + applySpecToStatus(featureStore) + + Expect(feast.deployFeastServiceByType(RegistryFeastType)).To(Succeed()) + restSvc := feast.initFeastRestSvc(RegistryFeastType) + Expect(restSvc).NotTo(BeNil()) + Expect(feast.setService(restSvc, RegistryFeastType, true)).To(Succeed()) + + Expect(restSvc.Spec.Ports).To(HaveLen(1)) + Expect(restSvc.Spec.Ports[0].AppProtocol).To(BeNil()) + }) +}) + var _ = Describe("Pod Container Failure Messages", func() { It("should detect init container in CrashLoopBackOff", func() { pod := &corev1.Pod{ diff --git a/infra/feast-operator/internal/controller/services/services_types.go b/infra/feast-operator/internal/controller/services/services_types.go index aa67f529c44..a68772806c5 100644 --- a/infra/feast-operator/internal/controller/services/services_types.go +++ b/infra/feast-operator/internal/controller/services/services_types.go @@ -345,9 +345,15 @@ type RegistryConfig struct { S3AdditionalKwargs *map[string]string `yaml:"s3_additional_kwargs,omitempty"` CacheTTLSeconds *int32 `yaml:"cache_ttl_seconds,omitempty"` CacheMode *string `yaml:"cache_mode,omitempty"` + Mcp *RegistryMcpYamlConfig `yaml:"mcp,omitempty"` DBParameters map[string]interface{} `yaml:",inline,omitempty"` } +// RegistryMcpYamlConfig maps to the registry.mcp section of feature_store.yaml. +type RegistryMcpYamlConfig struct { + Enabled bool `yaml:"enabled"` +} + // AuthzConfig is the RBAC authorization configuration. type AuthzConfig struct { Type AuthzType `yaml:"type,omitempty"` diff --git a/infra/scripts/feature_server_docker_smoke.py b/infra/scripts/feature_server_docker_smoke.py index 5eac394bccd..c8b3b440b7f 100644 --- a/infra/scripts/feature_server_docker_smoke.py +++ b/infra/scripts/feature_server_docker_smoke.py @@ -9,6 +9,9 @@ class _FakeRegistry: def proto(self): return object() + def list_projects(self, allow_cache=True, tags=None): + return [] + class _FakeStore: def __init__(self): diff --git a/infra/website/docs/blog/mongodb-feast-integration.md b/infra/website/docs/blog/mongodb-feast-integration.md new file mode 100644 index 00000000000..8a9ea4c255b --- /dev/null +++ b/infra/website/docs/blog/mongodb-feast-integration.md @@ -0,0 +1,210 @@ +--- +title: "Native MongoDB Support in Feast: One Database for Operational Data, Features, and Vectors" +description: Feast now ships first-class support for MongoDB as both an online and an offline store, plus native Vector Search for embedding-based retrieval. Machine Learning teams running on MongoDB can serve features at low latency, generate point-in-time-correct training datasets, and power RAG or recommender workloads, all from a single MongoDB Atlas cluster, with no separate cache, no separate warehouse, and no parallel vector database to keep in sync. +date: 2026-05-07 +authors: ["Rishabh Bisht"] +--- + + +
+MongoDB Feast Stores +
+ + +## The three-database problem in production ML + +A typical Feast deployment runs three different databases: + +1. The **application's primary database** where the operational data that features are derived from actually lives. +2. A dedicated **online store** used to serve features at low latency to live models. +3. A **separate warehouse** used as the offline store for training-set generation and historical retrieval. + +That's three sets of credentials, three security postures, three monitoring stacks, and a constant feedback loop of "the feature is in the warehouse but stale in the online store" or "we materialized last night but the model is reading yesterday's values." + +For teams whose operational data already lives in MongoDB, this was especially painful. Until now, Feast had no native MongoDB option so teams either stood up parallel infrastructure they didn't want, or settled for community plugins of varying maturity. + +With this release, both types of the feature store run on MongoDB - same connection string, same auth, same backups, same observability. The features sit next to the operational data they were derived from. + +## What's in the integration + +Three components ship together as generally available: + +### 1. MongoDBOnlineStore - low-latency feature serving + +Available in Feast `v0.61.0` and above. Built on the official PyMongo driver, with both sync and native async paths (the async implementation uses PyMongo's `AsyncMongoClient`). It supports `online_write_batch`, `online_read`, and their async equivalents. + +Features from multiple feature views for the same entity are colocated in a single MongoDB collection keyed by the serialized entity key, so a read for an entity is a single primary-key lookup, not a fan-out across collections. + +### 2. MongoDBOfflineStore - historical retrieval and training-set generation + +Available in `v0.63.0` and above. Uses the MongoDB aggregation framework for retrieval, with `pandas.merge_asof` for the point-in-time join when entities repeat across timestamps. Ships with `MongoDBSource` (the `DataSource` class), `offline_write_batch` for ingest, and `persist` to write joined results to Parquet for downstream training pipelines. + +### 3. MongoDB Vector Search - embeddings as first-class features + +When you set `vector_enabled: true` on the online store, Feast automatically creates and manages MongoDB vector search indexes on any `FeatureView` field marked with `vector_index=True`. The `retrieve_online_documents_v2()` method runs a `$vectorSearch` aggregation under the hood and returns nearest-neighbor results as `(event_ts, entity_key, feature_dict)` tuples with a similarity score - with `top_k` limiting and configurable distance metrics (`cosine`, `dot product`, `euclidean`). + +The result: a team running RAG, recommenders, or agent workloads can store, serve, and similarity-search feature embeddings in the same Atlas cluster as their other features — with no separate vector database to bolt on. + +## **Quick start** + +### Install + +```shell +pip install 'feast[mongodb]' +``` + +### Configure your `feature_store.yaml` + +Point both the online and offline store at the same Atlas cluster. No separate Atlas feature flag or opt-in required. + +```yaml +project: my_feature_repo +registry: data/registry.db +provider: local + +online_store: + type: mongodb + connection_string: "mongodb+srv://:@.mongodb.net" + database: "feast_online" + +offline_store: + type: mongodb + connection_string: "mongodb+srv://:@.mongodb.net" + database: "feast_offline" + +entity_key_serialization_version: 3 +``` + +### Define a feature view backed by `MongoDBSource` + +```py +from datetime import timedelta +from feast import Entity, FeatureView, Field +from feast.types import Float32, Int64 +from feast.infra.offline_stores.contrib.mongodb_offline_store.mongodb_source import ( + MongoDBSource, +) + +driver = Entity(name="driver", join_keys=["driver_id"]) + +driver_stats_source = MongoDBSource( + name="driver_stats_source", + database="feast_offline", + collection="driver_stats", + timestamp_field="event_timestamp", + created_timestamp_column="created", +) + +driver_stats_fv = FeatureView( + name="driver_hourly_stats", + entities=[driver], + ttl=timedelta(days=7), + schema=[ + Field(name="conv_rate", dtype=Float32), + Field(name="acc_rate", dtype=Float32), + Field(name="avg_daily_trips", dtype=Int64), + ], + online=True, + source=driver_stats_source, +) +``` + +### Apply, materialize, and serve + +```shell +feast apply +feast materialize-incremental $(date -u +"%Y-%m-%dT%H:%M:%S") +``` + +```py +from feast import FeatureStore + +store = FeatureStore(repo_path=".") + +features = store.get_online_features( + features=[ + "driver_hourly_stats:conv_rate", + "driver_hourly_stats:acc_rate", + "driver_hourly_stats:avg_daily_trips", + ], + entity_rows=[{"driver_id": 1001}, {"driver_id": 1002}], +).to_dict() +``` + +That's it. Same connection string, same auth model, same cluster - features in, features out. + +## RAG and embeddings: vector search in the same cluster + +If you're building a RAG pipeline, a recommender, or an agent that needs nearest-neighbor lookup over feature embeddings, the online store doubles as a vector store when `vector_enabled` is set: + +```yaml +online_store: + type: mongodb + connection_string: "mongodb+srv://:@.mongodb.net" + database: "feast_online" + vector_enabled: true + vector_index_wait_timeout: 60 + vector_index_wait_poll_interval: 2 +``` + +Mark the embedding field on your `FeatureView`: + +```py +from feast import FeatureView, Field +from feast.types import Array, Float32, Int64, String, UnixTimestamp + +document_embeddings = FeatureView( + name="embedded_documents", + entities=[item], + schema=[ + Field( + name="vector", + dtype=Array(Float32), + vector_index=True, # ← enable vector index + vector_search_metric="COSINE", # cosine | dot product | euclidean + ), + Field(name="item_id", dtype=Int64), + Field(name="sentence_chunks", dtype=String), + Field(name="event_timestamp", dtype=UnixTimestamp), + ], + source=rag_documents_source, +) +``` + +When you run `feast apply`, Feast creates the corresponding Atlas vector search index. When the feature view is removed, the index is dropped. The `vector_index_wait_timeout` and `vector_index_wait_poll_interval` settings control how long Feast waits for newly created Atlas Search indexes to become queryable before returning. + +Querying nearest neighbors is then one call: + +```py +results = store.retrieve_online_documents_v2( + features=[ + "embedded_documents:vector", + "embedded_documents:item_id", + "embedded_documents:sentence_chunks", + ], + query=query_embedding, # list[float] of the same dim + top_k=5, + distance_metric="COSINE", +).to_df() +``` + +Under the hood, this becomes a `$vectorSearch` aggregation against your Atlas cluster - no second system to provision, no vector data to keep in sync with the rest of your features. + +## Why this matters + +A few reasons we think this lands in the right place for ML teams already on MongoDB: + +* **One database for training and inference.** The same Atlas cluster powers historical retrieval, materialization, and online serving. No ETL pipelines pushing features from a warehouse. Update a feature once, see it everywhere. +* **One security and compliance posture.** Atlas networking, IAM, encryption, and audit logging cover both halves of the feature store. Architects don't have to add a new database vendor and a new threat model to say yes to ML. +* **Vector and operational data colocated.** For RAG, recommenders, and agents, the embeddings live next to the entity data they describe. Filter your vector search on operational fields with the same query language you already use. +* **Flexible schema where it helps.** Feature engineering is iterative. MongoDB's document model means adding a field to a feature view doesn't require a schema migration on day one. +* **Async serving when you need it.** The online store ships a native async path on `AsyncMongoClient`, so feature lookups don't block the rest of your serving stack. + +## Where to next + +* **Online store reference:** [Feast docs - MongoDB online store](https://docs.feast.dev/master/reference/online-stores/mongodb) +* **Offline store reference:** [Feast docs - MongoDB offline store](https://docs.feast.dev/master/reference/offline-stores/mongodb) +* **Vector search:** [Feast docs - Vector Search](https://docs.feast.dev/master/reference/data-sources/mongodb#vector-search) +* **Tutorial:** [Integrate MongoDB with Feast](https://www.mongodb.com/docs/atlas/ai-integrations/feast/) + +If you're already on MongoDB and want to standardize your ML stack on a single backend, this is the time to try it. Spin up a feature repo, point both stores at your cluster, and let us know how it goes - issues and PRs welcome on GitHub. \ No newline at end of file diff --git a/infra/website/public/images/blog/mongodb-feature-stores.png b/infra/website/public/images/blog/mongodb-feature-stores.png new file mode 100644 index 00000000000..c0705834dc9 Binary files /dev/null and b/infra/website/public/images/blog/mongodb-feature-stores.png differ diff --git a/infra/website/src/layouts/BaseLayout.astro b/infra/website/src/layouts/BaseLayout.astro index d73c7b0ebde..05d940005ba 100644 --- a/infra/website/src/layouts/BaseLayout.astro +++ b/infra/website/src/layouts/BaseLayout.astro @@ -4,9 +4,17 @@ import '../styles/global.css'; interface Props { title: string; description?: string; + socialImage?: string; + ogUrl?: string; } -const { title, description = "Feast is an end-to-end open source feature store for machine learning. It allows teams to define, manage, discover, and serve features." } = Astro.props; +const defaultSocialImage = "https://feast.dev/wp-content/uploads/2023/01/feast-og@2x.png"; +const { + title, + description = "Feast is an end-to-end open source feature store for machine learning. It allows teams to define, manage, discover, and serve features.", + socialImage = defaultSocialImage, + ogUrl = "https://feast.dev/", +} = Astro.props; --- @@ -25,16 +33,16 @@ const { title, description = "Feast is an end-to-end open source feature store f - + - + - + @@ -51,4 +59,4 @@ const { title, description = "Feast is an end-to-end open source feature store f - \ No newline at end of file + diff --git a/infra/website/src/pages/blog/[slug].astro b/infra/website/src/pages/blog/[slug].astro index 7d6a780a14c..90e8572d0b2 100644 --- a/infra/website/src/pages/blog/[slug].astro +++ b/infra/website/src/pages/blog/[slug].astro @@ -1,6 +1,25 @@ --- import BaseLayout from '../../layouts/BaseLayout.astro'; import Navigation from '../../components/Navigation.astro'; +import { readFileSync } from 'node:fs'; + +const SITE_URL = 'https://feast.dev'; + +function toAbsoluteUrl(path: string): string { + if (/^https?:\/\//i.test(path)) { + return path; + } + return new URL(path, SITE_URL).toString(); +} + +function extractHeroImage(markdown: string): string | undefined { + const heroContainerMatch = markdown.match(/]*class=["'][^"']*\bhero-image\b[^"']*["'][^>]*>([\s\S]*?)<\/div>/i); + if (!heroContainerMatch?.[1]) { + return undefined; + } + const imageMatch = heroContainerMatch[1].match(/]*\bsrc=["']([^"']+)["'][^>]*>/i); + return imageMatch?.[1]; +} export async function getStaticPaths() { const posts = await Astro.glob('../../../docs/blog/*.md'); @@ -17,9 +36,13 @@ export async function getStaticPaths() { const { post } = Astro.props; const { title, description, date, authors = [] } = post.frontmatter; +const blogUrl = `${SITE_URL}/blog/${Astro.params.slug}/`; +const frontmatterImage = post.frontmatter.hero_image || post.frontmatter.heroImage || post.frontmatter.image; +const heroImage = frontmatterImage || extractHeroImage(readFileSync(post.file, 'utf-8')); +const socialImage = heroImage ? toAbsoluteUrl(heroImage) : undefined; --- - +
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fastapi ; extra == 'serve-async-inference' - opentelemetry-sdk>=1.30.0 ; extra == 'serve-async-inference' - - colorful ; extra == 'serve-async-inference' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'serve-async-inference' - starlette ; extra == 'serve-async-inference' + - uvicorn[standard] ; extra == 'serve-async-inference' - celery ; extra == 'serve-async-inference' - - aiohttp>=3.13.3 ; extra == 'serve-async-inference' - - fastapi ; extra == 'serve-async-inference' - - grpcio>=1.42.0 ; extra == 'serve-async-inference' - - opencensus ; extra == 'serve-async-inference' - - ray-cpp==2.54.1 ; extra == 'cpp' + - ray-cpp==2.55.1 ; extra == 'cpp' - pandas ; extra == 'rllib' - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'rllib' - tensorboardx>=1.9 ; extra == 'rllib' @@ -5890,145 +6285,146 @@ packages: - pyarrow>=9.0.0 ; extra == 'train' - fsspec ; extra == 'train' - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'train' - - requests ; extra == 'air' - - opentelemetry-exporter-prometheus ; extra == 'air' - - opentelemetry-proto ; extra == 'air' - - pyarrow>=9.0.0 ; extra == 'air' + - watchfiles ; extra == 'air' - fsspec ; extra == 'air' - tensorboardx>=1.9 ; extra == 'air' + - opentelemetry-proto ; extra == 'air' + - pandas>=1.3 ; extra == 'air' + - opencensus ; extra == 'air' + - grpcio>=1.42.0 ; extra == 'air' + - requests ; extra == 'air' + - aiohttp>=3.13.3 ; extra == 'air' + - colorful ; extra == 'air' + - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'air' + - opentelemetry-exporter-prometheus ; extra == 'air' - prometheus-client>=0.7.1 ; extra == 'air' - - uvicorn[standard] ; extra == 'air' - - numpy>=1.20 ; extra == 'air' - - pandas ; extra == 'air' + - virtualenv>=20.0.24,!=20.21.1 ; extra == 'air' - aiohttp-cors ; extra == 'air' + - pyarrow>=9.0.0 ; extra == 'air' - smart-open ; extra == 'air' - - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'air' + - pandas ; extra == 'air' - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'air' - - pandas>=1.3 ; extra == 'air' - - virtualenv>=20.0.24,!=20.21.1 ; extra == 'air' - - watchfiles ; extra == 'air' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'air' + - numpy>=1.20 ; extra == 'air' + - fastapi ; extra == 'air' - opentelemetry-sdk>=1.30.0 ; extra == 'air' - - colorful ; extra == 'air' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'air' - starlette ; extra == 'air' - - aiohttp>=3.13.3 ; extra == 'air' - - fastapi ; extra == 'air' - - grpcio>=1.42.0 ; extra == 'air' - - opencensus ; extra == 'air' - - memray ; sys_platform != 'win32' and extra == 'all' - - requests ; extra == 'all' - - opentelemetry-exporter-prometheus ; extra == 'all' - - opentelemetry-proto ; extra == 'all' - - cupy-cuda12x ; sys_platform != 'darwin' and extra == 'all' - - pyarrow>=9.0.0 ; extra == 'all' + - uvicorn[standard] ; extra == 'air' + - watchfiles ; extra == 'all' + - grpcio ; extra == 'all' + - gymnasium==1.2.2 ; extra == 'all' - fsspec ; extra == 'all' - tensorboardx>=1.9 ; extra == 'all' + - opentelemetry-proto ; extra == 'all' + - pandas>=1.3 ; extra == 'all' + - taskiq ; extra == 'all' + - opencensus ; extra == 'all' + - grpcio>=1.42.0 ; extra == 'all' + - ormsgpack>=1.7.0 ; extra == 'all' + - pyopenssl ; extra == 'all' + - grpcio!=1.56.0 ; sys_platform == 'darwin' and extra == 'all' + - requests ; extra == 'all' + - aiohttp>=3.13.3 ; extra == 'all' + - colorful ; extra == 'all' + - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'all' + - opentelemetry-exporter-prometheus ; extra == 'all' + - scipy ; extra == 'all' - prometheus-client>=0.7.1 ; extra == 'all' - - uvicorn[standard] ; extra == 'all' - - numpy>=1.20 ; extra == 'all' - - pandas ; extra == 'all' + - virtualenv>=20.0.24,!=20.21.1 ; extra == 'all' - aiohttp-cors ; extra == 'all' + - pyarrow>=9.0.0 ; extra == 'all' - smart-open ; extra == 'all' - - pyyaml ; extra == 'all' - - grpcio!=1.56.0 ; sys_platform == 'darwin' and extra == 'all' - - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'all' - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'all' - - pandas>=1.3 ; extra == 'all' - - virtualenv>=20.0.24,!=20.21.1 ; extra == 'all' - - lz4 ; extra == 'all' - - scipy ; extra == 'all' - - watchfiles ; extra == 'all' - - pyopenssl ; extra == 'all' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'all' + - memray ; sys_platform != 'win32' and extra == 'all' + - pandas ; extra == 'all' + - pyyaml ; extra == 'all' + - numpy>=1.20 ; extra == 'all' + - fastapi ; extra == 'all' - opentelemetry-sdk>=1.30.0 ; extra == 'all' - - grpcio ; extra == 'all' - - dm-tree ; extra == 'all' - - gymnasium==1.2.2 ; extra == 'all' - - colorful ; extra == 'all' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'all' - starlette ; extra == 'all' + - uvicorn[standard] ; extra == 'all' - celery ; extra == 'all' - - aiohttp>=3.13.3 ; extra == 'all' - - ormsgpack>=1.7.0 ; extra == 'all' - - fastapi ; extra == 'all' - - grpcio>=1.42.0 ; extra == 'all' - - opencensus ; extra == 'all' - - ray-cpp==2.54.1 ; extra == 'all-cpp' - - memray ; sys_platform != 'win32' and extra == 'all-cpp' - - requests ; extra == 'all-cpp' - - opentelemetry-exporter-prometheus ; extra == 'all-cpp' - - opentelemetry-proto ; extra == 'all-cpp' - - cupy-cuda12x ; sys_platform != 'darwin' and extra == 'all-cpp' - - pyarrow>=9.0.0 ; extra == 'all-cpp' + - cupy-cuda12x ; sys_platform != 'darwin' and extra == 'all' + - lz4 ; extra == 'all' + - dm-tree ; extra == 'all' + - watchfiles ; extra == 'all-cpp' + - grpcio ; extra == 'all-cpp' + - gymnasium==1.2.2 ; extra == 'all-cpp' - fsspec ; extra == 'all-cpp' - tensorboardx>=1.9 ; extra == 'all-cpp' + - opentelemetry-proto ; extra == 'all-cpp' + - pandas>=1.3 ; extra == 'all-cpp' + - taskiq ; extra == 'all-cpp' + - opencensus ; extra == 'all-cpp' + - grpcio>=1.42.0 ; extra == 'all-cpp' + - ormsgpack>=1.7.0 ; extra == 'all-cpp' + - pyopenssl ; extra == 'all-cpp' + - grpcio!=1.56.0 ; sys_platform == 'darwin' and extra == 'all-cpp' + - requests ; extra == 'all-cpp' + - aiohttp>=3.13.3 ; extra == 'all-cpp' + - colorful ; extra == 'all-cpp' + - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'all-cpp' + - opentelemetry-exporter-prometheus ; extra == 'all-cpp' + - scipy ; extra == 'all-cpp' - prometheus-client>=0.7.1 ; extra == 'all-cpp' - - uvicorn[standard] ; extra == 'all-cpp' - - numpy>=1.20 ; extra == 'all-cpp' - - pandas ; extra == 'all-cpp' + - virtualenv>=20.0.24,!=20.21.1 ; extra == 'all-cpp' - aiohttp-cors ; extra == 'all-cpp' + - pyarrow>=9.0.0 ; extra == 'all-cpp' - smart-open ; extra == 'all-cpp' - - pyyaml ; extra == 'all-cpp' - - grpcio!=1.56.0 ; sys_platform == 'darwin' and extra == 'all-cpp' - - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'all-cpp' + - ray-cpp==2.55.1 ; extra == 'all-cpp' - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'all-cpp' - - pandas>=1.3 ; extra == 'all-cpp' - - virtualenv>=20.0.24,!=20.21.1 ; extra == 'all-cpp' - - lz4 ; extra == 'all-cpp' - - scipy ; extra == 'all-cpp' - - watchfiles ; extra == 'all-cpp' - - pyopenssl ; extra == 'all-cpp' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'all-cpp' + - memray ; sys_platform != 'win32' and extra == 'all-cpp' + - pandas ; extra == 'all-cpp' + - pyyaml ; extra == 'all-cpp' + - numpy>=1.20 ; extra == 'all-cpp' + - fastapi ; extra == 'all-cpp' - opentelemetry-sdk>=1.30.0 ; extra == 'all-cpp' - - grpcio ; extra == 'all-cpp' - - dm-tree ; extra == 'all-cpp' - - gymnasium==1.2.2 ; extra == 'all-cpp' - - colorful ; extra == 'all-cpp' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'all-cpp' - starlette ; extra == 'all-cpp' + - uvicorn[standard] ; extra == 'all-cpp' - celery ; extra == 'all-cpp' - - aiohttp>=3.13.3 ; extra == 'all-cpp' - - ormsgpack>=1.7.0 ; extra == 'all-cpp' - - fastapi ; extra == 'all-cpp' - - grpcio>=1.42.0 ; extra == 'all-cpp' - - opencensus ; extra == 'all-cpp' - - hf-transfer ; extra == 'llm' - - requests ; extra == 'llm' - - opentelemetry-exporter-prometheus ; extra == 'llm' + - cupy-cuda12x ; sys_platform != 'darwin' and extra == 'all-cpp' + - lz4 ; extra == 'all-cpp' + - dm-tree ; extra == 'all-cpp' + - watchfiles ; extra == 'llm' + - fsspec ; extra == 'llm' - opentelemetry-proto ; extra == 'llm' - - vllm[audio]>=0.15.0 ; extra == 'llm' + - pandas>=1.3 ; extra == 'llm' + - jsonref>=1.1.0 ; extra == 'llm' + - ninja ; extra == 'llm' + - nixl>=1.0.0 ; extra == 'llm' + - meson ; extra == 'llm' + - opencensus ; extra == 'llm' - async-timeout ; python_full_version < '3.11' and extra == 'llm' - - pyarrow>=9.0.0 ; extra == 'llm' - - transformers>=4.57.3 ; extra == 'llm' - - fsspec ; extra == 'llm' - pybind11 ; extra == 'llm' + - grpcio>=1.42.0 ; extra == 'llm' + - vllm[audio]>=0.18.0 ; extra == 'llm' + - requests ; extra == 'llm' + - typer ; extra == 'llm' + - aiohttp>=3.13.3 ; extra == 'llm' + - colorful ; extra == 'llm' + - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'llm' + - opentelemetry-exporter-prometheus ; extra == 'llm' - prometheus-client>=0.7.1 ; extra == 'llm' - - uvicorn[standard] ; extra == 'llm' - - numpy>=1.20 ; extra == 'llm' + - jsonschema ; extra == 'llm' + - virtualenv>=20.0.24,!=20.21.1 ; extra == 'llm' - aiohttp-cors ; extra == 'llm' + - hf-transfer ; extra == 'llm' + - pyarrow>=9.0.0 ; extra == 'llm' - smart-open ; extra == 'llm' - - jsonref>=1.1.0 ; extra == 'llm' - - ninja ; extra == 'llm' - - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'llm' - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'llm' - - typer ; extra == 'llm' - - meson ; extra == 'llm' - - pandas>=1.3 ; extra == 'llm' - - virtualenv>=20.0.24,!=20.21.1 ; extra == 'llm' - - jsonschema ; extra == 'llm' - - watchfiles ; extra == 'llm' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'llm' + - numpy>=1.20 ; extra == 'llm' + - fastapi ; extra == 'llm' - opentelemetry-sdk>=1.30.0 ; extra == 'llm' - - colorful ; extra == 'llm' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'llm' - starlette ; extra == 'llm' - - aiohttp>=3.13.3 ; extra == 'llm' - - nixl>=0.6.1 ; extra == 'llm' - - fastapi ; extra == 'llm' - - grpcio>=1.42.0 ; extra == 'llm' - - opencensus ; extra == 'llm' + - uvicorn[standard] ; extra == 'llm' requires_python: '>=3.10' -- pypi: https://files.pythonhosted.org/packages/af/cf/9a6e33b59e1a12428b4fbd6cc38f7e32d116ccde4c72e15c3f76a22bf36d/ray-2.54.1-cp310-cp310-macosx_12_0_arm64.whl +- pypi: https://files.pythonhosted.org/packages/b4/64/640f5525bac171282c6f76f3ecc9c4cfef60149ac0d00231afb22018ebe5/ray-2.55.1-cp310-cp310-manylinux2014_x86_64.whl name: ray - version: 2.54.1 - sha256: 2ea650e648acc6e76edd98c694657fd1fcb1cd97700d944a7d20da90269e9810 + version: 2.55.1 + sha256: bb49fbbe53a1d931e1f92d17f9271338f0b738885f8f70b7f531aa33f019d8af requires_dist: - click>=7.0 - filelock @@ -6061,25 +6457,25 @@ packages: - smart-open ; extra == 'default' - virtualenv>=20.0.24,!=20.21.1 ; extra == 'default' - memray ; sys_platform != 'win32' and extra == 'observability' - - fastapi ; extra == 'serve' - - opencensus ; extra == 'serve' - - opentelemetry-exporter-prometheus ; extra == 'serve' - - prometheus-client>=0.7.1 ; extra == 'serve' + - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'serve' - colorful ; extra == 'serve' + - starlette ; extra == 'serve' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'serve' - grpcio>=1.42.0 ; extra == 'serve' - aiohttp-cors ; extra == 'serve' - - opentelemetry-proto ; extra == 'serve' - - uvicorn[standard] ; extra == 'serve' - - smart-open ; extra == 'serve' - - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'serve' + - opentelemetry-exporter-prometheus ; extra == 'serve' + - prometheus-client>=0.7.1 ; extra == 'serve' + - fastapi ; extra == 'serve' - virtualenv>=20.0.24,!=20.21.1 ; extra == 'serve' - - watchfiles ; extra == 'serve' - - starlette ; extra == 'serve' + - opentelemetry-sdk>=1.30.0 ; extra == 'serve' - requests ; extra == 'serve' - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'serve' - - opentelemetry-sdk>=1.30.0 ; extra == 'serve' + - watchfiles ; extra == 'serve' + - uvicorn[standard] ; extra == 'serve' + - smart-open ; extra == 'serve' + - opentelemetry-proto ; extra == 'serve' - aiohttp>=3.13.3 ; extra == 'serve' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'serve' + - opencensus ; extra == 'serve' - pandas ; extra == 'tune' - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'tune' - tensorboardx>=1.9 ; extra == 'tune' @@ -6087,47 +6483,48 @@ packages: - pyarrow>=9.0.0 ; extra == 'tune' - fsspec ; extra == 'tune' - cupy-cuda12x ; sys_platform != 'darwin' and extra == 'adag' - - fastapi ; extra == 'serve-grpc' - - opencensus ; extra == 'serve-grpc' - - opentelemetry-exporter-prometheus ; extra == 'serve-grpc' - - prometheus-client>=0.7.1 ; extra == 'serve-grpc' + - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'serve-grpc' - colorful ; extra == 'serve-grpc' + - starlette ; extra == 'serve-grpc' + - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'serve-grpc' - grpcio>=1.42.0 ; extra == 'serve-grpc' - aiohttp-cors ; extra == 'serve-grpc' - - opentelemetry-proto ; extra == 'serve-grpc' - - uvicorn[standard] ; extra == 'serve-grpc' - - smart-open ; extra == 'serve-grpc' - - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'serve-grpc' - - virtualenv>=20.0.24,!=20.21.1 ; extra == 'serve-grpc' + - opentelemetry-exporter-prometheus ; extra == 'serve-grpc' + - prometheus-client>=0.7.1 ; extra == 'serve-grpc' - pyopenssl ; extra == 'serve-grpc' - - watchfiles ; extra == 'serve-grpc' - - starlette ; extra == 'serve-grpc' + - fastapi ; extra == 'serve-grpc' + - virtualenv>=20.0.24,!=20.21.1 ; extra == 'serve-grpc' + - opentelemetry-sdk>=1.30.0 ; extra == 'serve-grpc' - requests ; extra == 'serve-grpc' - pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,!=2.10.*,!=2.11.*,<3 ; extra == 'serve-grpc' - - opentelemetry-sdk>=1.30.0 ; extra == 'serve-grpc' + - watchfiles ; extra == 'serve-grpc' + - uvicorn[standard] ; extra == 'serve-grpc' + - smart-open ; extra == 'serve-grpc' + - opentelemetry-proto ; extra == 'serve-grpc' - aiohttp>=3.13.3 ; extra == 'serve-grpc' - - py-spy>=0.4.0 ; python_full_version >= '3.12' and extra == 'serve-grpc' - - fastapi ; extra == 'serve-async-inference' - - opencensus ; extra == 'serve-async-inference' - - opentelemetry-exporter-prometheus ; extra == 'serve-async-inference' - - prometheus-client>=0.7.1 ; extra == 'serve-async-inference' + - opencensus ; extra == 'serve-grpc' + - py-spy>=0.2.0 ; python_full_version < '3.12' and extra == 'serve-async-inference' - colorful ; extra == 'serve-async-inference' + - starlette ; extra == 'serve-async-inference' + - 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pytest-checkdocs>=2.14 ; extra == 'check' - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check' - pytest-cov ; extra == 'cover' - - pytest-enabler>=2.2 ; extra == 'enabler' - - pytest-mypy ; extra == 'type' - requires_python: '>=3.9' + - pytest-enabler>=3.4 ; extra == 'enabler' + - pytest-mypy>=1.0.1 ; platform_python_implementation != 'PyPy' and extra == 'type' + requires_python: '>=3.10' - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7 md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829 diff --git a/protos/feast/core/DataSource.proto b/protos/feast/core/DataSource.proto index b91296dca31..2889fba042f 100644 --- a/protos/feast/core/DataSource.proto +++ b/protos/feast/core/DataSource.proto @@ -29,7 +29,7 @@ import "feast/types/Value.proto"; import "feast/core/Feature.proto"; // Defines a Data Source that can be used source Feature data -// Next available id: 28 +// Next available id: 29 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. @@ -81,6 +81,10 @@ message DataSource { // Must specify creation timestamp column name string created_timestamp_column = 5; + // (Optional) Type of the timestamp_field column ("TIMESTAMP" or "DATE"). + // When set to "DATE", SQL generation uses date-only comparisons. + string timestamp_field_type = 28; + // This is an internal field that is represents the python class for the data source object a proto object represents. // This should be set by feast, and not by users. // The field is used primarily by custom data sources and is mandatory for them to set. Feast may set it for diff --git a/protos/feast/core/FeatureView.proto b/protos/feast/core/FeatureView.proto index 90207928ed0..e9fab625bb4 100644 --- a/protos/feast/core/FeatureView.proto +++ b/protos/feast/core/FeatureView.proto @@ -28,6 +28,26 @@ import "feast/core/DataSource.proto"; import "feast/core/Feature.proto"; import "feast/core/Transformation.proto"; +// Lifecycle state of a feature view. +enum FeatureViewState { + // Default value for backward compatibility. Treated as AVAILABLE_ONLINE + // for existing feature views that predate the state machine. + STATE_UNSPECIFIED = 0; + + // Feature view has been registered via feast apply but no data is available. + CREATED = 1; + + // Feature engineering / offline data generation is complete. + // The feature view is ready to be materialized. + GENERATED = 2; + + // Materialization is currently in progress. + MATERIALIZING = 3; + + // Materialization completed. Features are available in the online store. + AVAILABLE_ONLINE = 4; +} + message FeatureView { // User-specified specifications of this feature view. FeatureViewSpec spec = 1; @@ -100,6 +120,11 @@ message FeatureViewSpec { // Organizational unit that owns this feature view (e.g. "ads", "search"). string org = 19; + + // Whether this feature view is disabled for serving and materialization. + // When true, the feature view will not serve online features or be materialized. + // Defaults to false (enabled) for backward compatibility. + bool disabled = 20; } message FeatureViewMeta { @@ -117,6 +142,9 @@ message FeatureViewMeta { // Auto-generated UUID identifying this specific version. string version_id = 5; + + // Lifecycle state of this feature view. + FeatureViewState state = 6; } message MaterializationInterval { diff --git a/protos/feast/core/OnDemandFeatureView.proto b/protos/feast/core/OnDemandFeatureView.proto index 87c6a0eabfb..47372af15b2 100644 --- a/protos/feast/core/OnDemandFeatureView.proto +++ b/protos/feast/core/OnDemandFeatureView.proto @@ -80,6 +80,11 @@ message OnDemandFeatureViewSpec { // Organizational unit that owns this feature view (e.g. "ads", "search"). string org = 18; + + // Whether this feature view is disabled for serving. + // When true, the feature view will not serve features. + // Defaults to false (enabled) for backward compatibility. + bool disabled = 19; } message OnDemandFeatureViewMeta { @@ -94,6 +99,9 @@ message OnDemandFeatureViewMeta { // Auto-generated UUID identifying this specific version. string version_id = 4; + + // Lifecycle state of this feature view. + FeatureViewState state = 5; } message OnDemandSource { diff --git a/protos/feast/core/StreamFeatureView.proto b/protos/feast/core/StreamFeatureView.proto index 4aff7cc37e7..8539e74bb6d 100644 --- a/protos/feast/core/StreamFeatureView.proto +++ b/protos/feast/core/StreamFeatureView.proto @@ -108,5 +108,10 @@ message StreamFeatureViewSpec { // Organizational unit that owns this stream feature view (e.g. "ads", "search"). string org = 22; + + // Whether this feature view is disabled for serving and materialization. + // When true, the feature view will not serve online features or be materialized. + // Defaults to false (enabled) for backward compatibility. + bool disabled = 23; } diff --git a/protos/feast/types/Value.proto b/protos/feast/types/Value.proto index 6c8082a43b9..086617ea66e 100644 --- a/protos/feast/types/Value.proto +++ b/protos/feast/types/Value.proto @@ -68,6 +68,7 @@ message ValueType { DECIMAL = 44; DECIMAL_LIST = 45; DECIMAL_SET = 46; + SCALAR_MAP = 47; } } @@ -118,6 +119,7 @@ message Value { string decimal_val = 44; StringList decimal_list_val = 45; StringSet decimal_set_val = 46; + ScalarMap scalar_map_val = 47; } } @@ -194,3 +196,30 @@ message MapList { message RepeatedValue { repeated Value val = 1; } + +// Map key for maps with non-string keys. +// Excludes string (handled by Map) and all collection types (not valid as keys). +message MapKey { + oneof key { + int32 int32_key = 1; + int64 int64_key = 2; + float float_key = 3; + double double_key = 4; + bool bool_key = 5; + int64 unix_timestamp_key = 6; + bytes bytes_key = 7; + string uuid_key = 8; + string time_uuid_key = 9; + string decimal_key = 10; + } +} + +message ScalarMapEntry { + MapKey key = 1; + Value value = 2; +} + +// Map with non-string keys. For string-keyed maps use Map. +message ScalarMap { + repeated ScalarMapEntry val = 1; +} diff --git a/pyproject.toml b/pyproject.toml index a7b6b79ae33..daaecc11659 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -39,7 +39,7 @@ dependencies = [ "uvicorn-worker", "gunicorn; platform_system != 'Windows'", "dask[dataframe]>=2024.2.1", - "prometheus_client", + "prometheus_client>=0.20.0,<0.25.0", "psutil", "bigtree>=0.19.2", "pyjwt", @@ -120,7 +120,8 @@ rag = [ ] ray = [ 'ray>=2.47.0; python_version == "3.10"', -'codeflare-sdk>=0.31.1; python_version > "3.10"' +'codeflare-sdk>=0.31.1; python_version > "3.10"', +"datasets>=3.6.0", ] redis = [ "redis>=4.2.2,<8", @@ -132,6 +133,7 @@ snowflake = [ ] sqlite_vec = ["sqlite-vec==v0.1.6"] mcp = ["fastapi_mcp"] +mlflow = ["mlflow>=2.10.0"] dbt = ["dbt-artifacts-parser"] @@ -153,7 +155,7 @@ test = [ ] ci = [ - "feast[test, aws, azure, cassandra, clickhouse, couchbase, delta, docling, duckdb, elasticsearch, faiss, gcp, ge, go, grpcio, hazelcast, hbase, ibis, image, k8s, mcp, milvus, mongodb, mssql, mysql, openlineage, opentelemetry, oracle, spark, trino, postgres, pytorch, qdrant, rag, ray, redis, singlestore, snowflake, sqlite_vec]", + "feast[test, aws, azure, cassandra, clickhouse, couchbase, delta, docling, duckdb, elasticsearch, faiss, gcp, ge, go, grpcio, hazelcast, hbase, ibis, image, k8s, mcp, milvus, mlflow, mongodb, mssql, mysql, openlineage, opentelemetry, oracle, spark, trino, postgres, pytorch, qdrant, rag, ray, redis, singlestore, snowflake, sqlite_vec]", "build", "virtualenv==20.23.0", "dbt-artifacts-parser", diff --git a/sdk/python/docs/source/feast.rst b/sdk/python/docs/source/feast.rst index 27231480da8..304083138d2 100644 --- a/sdk/python/docs/source/feast.rst +++ b/sdk/python/docs/source/feast.rst @@ -65,6 +65,14 @@ feast.data\_format module :undoc-members: :show-inheritance: +feast.demos module +------------------ + +.. automodule:: feast.demos + :members: + :undoc-members: + :show-inheritance: + feast.data\_source module ------------------------- diff --git a/sdk/python/feast/__init__.py b/sdk/python/feast/__init__.py index b1881c50150..0af86f30a6d 100644 --- a/sdk/python/feast/__init__.py +++ b/sdk/python/feast/__init__.py @@ -1,6 +1,7 @@ from importlib.metadata import PackageNotFoundError from importlib.metadata import version as _version +from feast.demos import copy_demo_notebooks from feast.infra.offline_stores.bigquery_source import BigQuerySource from feast.infra.offline_stores.contrib.athena_offline_store.athena_source import ( AthenaSource, @@ -23,7 +24,7 @@ from .feature import Feature from .feature_service import FeatureService from .feature_store import FeatureStore -from .feature_view import FeatureView +from .feature_view import FeatureView, FeatureViewState from .field import Field from .on_demand_feature_view import OnDemandFeatureView from .project import Project @@ -41,6 +42,7 @@ __all__ = [ "Aggregation", "BatchFeatureView", + "copy_demo_notebooks", "DataFrameEngine", "Entity", "KafkaSource", @@ -51,6 +53,7 @@ "FeatureService", "FeatureStore", "FeatureView", + "FeatureViewState", "OnDemandFeatureView", "RepoConfig", "StreamFeatureView", diff --git a/sdk/python/feast/api/registry/rest/data_sources.py b/sdk/python/feast/api/registry/rest/data_sources.py index bbc120707fc..4e522644ed3 100644 --- a/sdk/python/feast/api/registry/rest/data_sources.py +++ b/sdk/python/feast/api/registry/rest/data_sources.py @@ -1,7 +1,9 @@ import logging -from typing import Dict +from typing import Dict, 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_data_source_code, @@ -19,6 +21,7 @@ grpc_call, parse_tags, ) +from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto from feast.protos.feast.registry import RegistryServer_pb2 from feast.type_map import _convert_value_type_str_to_value_type from feast.types import from_value_type @@ -26,6 +29,54 @@ logger = logging.getLogger(__name__) +class FileOptionsModel(BaseModel): + uri: str = "" + + +class BigQueryOptionsModel(BaseModel): + table: str = "" + query: str = "" + + +class SnowflakeOptionsModel(BaseModel): + table: str = "" + database: str = "" + schema_: str = "" + + +class RedshiftOptionsModel(BaseModel): + table: str = "" + database: str = "" + schema_: str = "" + + +class KafkaOptionsModel(BaseModel): + kafka_bootstrap_servers: str = "" + topic: str = "" + + +class SparkOptionsModel(BaseModel): + table: str = "" + path: str = "" + + +class ApplyDataSourceRequestBody(BaseModel): + name: str + project: str + type: Optional[int] = None + timestamp_field: Optional[str] = "" + created_timestamp_column: Optional[str] = "" + description: Optional[str] = "" + tags: Optional[Dict[str, str]] = {} + owner: Optional[str] = "" + file_options: Optional[FileOptionsModel] = None + bigquery_options: Optional[BigQueryOptionsModel] = None + snowflake_options: Optional[SnowflakeOptionsModel] = None + redshift_options: Optional[RedshiftOptionsModel] = None + kafka_options: Optional[KafkaOptionsModel] = None + spark_options: Optional[SparkOptionsModel] = None + + def get_data_source_router(grpc_handler) -> APIRouter: router = APIRouter() @@ -157,4 +208,69 @@ def get_data_source( result["featureDefinition"] = render_data_source_code(context) return result + @router.post("/data_sources", status_code=201) + def apply_data_source(body: ApplyDataSourceRequestBody): + ds_proto = DataSourceProto( + name=body.name, + timestamp_field=body.timestamp_field or "", + created_timestamp_column=body.created_timestamp_column or "", + description=body.description or "", + tags=body.tags or {}, + owner=body.owner or "", + ) + if body.type is not None: + ds_proto.type = body.type # type: ignore[assignment] + + if body.file_options: + ds_proto.file_options.uri = body.file_options.uri + elif body.bigquery_options: + ds_proto.bigquery_options.table = body.bigquery_options.table + ds_proto.bigquery_options.query = body.bigquery_options.query + elif body.snowflake_options: + 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_ + 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_ + elif body.kafka_options: + ds_proto.kafka_options.kafka_bootstrap_servers = ( + body.kafka_options.kafka_bootstrap_servers + ) + ds_proto.kafka_options.topic = body.kafka_options.topic + elif body.spark_options: + ds_proto.spark_options.table = body.spark_options.table + ds_proto.spark_options.path = body.spark_options.path + + req = RegistryServer_pb2.ApplyDataSourceRequest( + data_source=ds_proto, + project=body.project, + commit=True, + ) + grpc_call(grpc_handler.ApplyDataSource, req) + + return JSONResponse( + status_code=201, + content={ + "name": body.name, + "project": body.project, + "status": "applied", + }, + ) + + @router.delete("/data_sources/{name}") + def delete_data_source( + name: str, + project: str = Query(...), + ): + req = RegistryServer_pb2.DeleteDataSourceRequest( + name=name, + project=project, + commit=True, + ) + grpc_call(grpc_handler.DeleteDataSource, req) + + return {"name": name, "project": project, "status": "deleted"} + return router diff --git a/sdk/python/feast/api/registry/rest/entities.py b/sdk/python/feast/api/registry/rest/entities.py index d2943ea74c4..5326433c0aa 100644 --- a/sdk/python/feast/api/registry/rest/entities.py +++ b/sdk/python/feast/api/registry/rest/entities.py @@ -1,6 +1,9 @@ import logging +from typing import Dict, 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_entity_code from feast.api.registry.rest.rest_utils import ( @@ -13,11 +16,23 @@ get_sorting_params, grpc_call, ) +from feast.protos.feast.core.Entity_pb2 import Entity as EntityProto +from feast.protos.feast.core.Entity_pb2 import EntitySpecV2 as EntitySpecProto from feast.protos.feast.registry import RegistryServer_pb2 logger = logging.getLogger(__name__) +class ApplyEntityRequestBody(BaseModel): + name: str + project: str + join_key: Optional[str] = None + value_type: Optional[int] = 2 + description: Optional[str] = "" + tags: Optional[Dict[str, str]] = {} + owner: Optional[str] = "" + + def get_entity_router(grpc_handler) -> APIRouter: router = APIRouter() @@ -136,4 +151,44 @@ def get_entity( result["featureDefinition"] = render_entity_code(context) return result + @router.post("/entities", status_code=201) + def apply_entity(body: ApplyEntityRequestBody): + join_key = body.join_key if body.join_key else body.name + + spec = EntitySpecProto( + name=body.name, + value_type=body.value_type, + join_key=join_key, + description=body.description or "", + tags=body.tags or {}, + owner=body.owner or "", + ) + entity_proto = EntityProto(spec=spec) + + req = RegistryServer_pb2.ApplyEntityRequest( + entity=entity_proto, + project=body.project, + commit=True, + ) + grpc_call(grpc_handler.ApplyEntity, req) + + return JSONResponse( + status_code=201, + content={"name": body.name, "project": body.project, "status": "applied"}, + ) + + @router.delete("/entities/{name}") + def delete_entity( + name: str, + project: str = Query(...), + ): + req = RegistryServer_pb2.DeleteEntityRequest( + name=name, + project=project, + commit=True, + ) + grpc_call(grpc_handler.DeleteEntity, req) + + return {"name": name, "project": project, "status": "deleted"} + return router diff --git a/sdk/python/feast/api/registry/rest/feature_views.py b/sdk/python/feast/api/registry/rest/feature_views.py index 0c921a20870..04c1f42cefa 100644 --- a/sdk/python/feast/api/registry/rest/feature_views.py +++ b/sdk/python/feast/api/registry/rest/feature_views.py @@ -1,6 +1,10 @@ -from typing import Dict +import logging +from typing import Dict, List, Optional from fastapi import APIRouter, Depends, Query +from fastapi.responses import JSONResponse +from google.protobuf.duration_pb2 import Duration +from pydantic import BaseModel from feast.api.registry.rest.codegen_utils import render_feature_view_code from feast.api.registry.rest.rest_utils import ( @@ -14,10 +18,34 @@ paginate_and_sort, parse_tags, ) +from feast.protos.feast.core.DataSource_pb2 import DataSource as DataSourceProto +from feast.protos.feast.core.Feature_pb2 import FeatureSpecV2 +from feast.protos.feast.core.FeatureView_pb2 import FeatureView as FeatureViewProto +from feast.protos.feast.core.FeatureView_pb2 import FeatureViewSpec from feast.registry_server import RegistryServer_pb2 from feast.type_map import _convert_value_type_str_to_value_type from feast.types import from_value_type +logger = logging.getLogger(__name__) + + +class FeatureModel(BaseModel): + name: str + value_type: int = 2 + + +class ApplyFeatureViewRequestBody(BaseModel): + name: str + project: str + entities: Optional[List[str]] = [] + features: Optional[List[FeatureModel]] = [] + batch_source: Optional[str] = "" + ttl_seconds: Optional[int] = None + online: Optional[bool] = True + description: Optional[str] = "" + tags: Optional[Dict[str, str]] = {} + owner: Optional[str] = "" + def _extract_feature_view_from_any(any_feature_view: dict) -> dict: """Extract the specific feature view type and data from an AnyFeatureView object. @@ -275,4 +303,64 @@ def list_all_feature_views( return result + @router.post("/feature_views", status_code=201) + def apply_feature_view(body: ApplyFeatureViewRequestBody): + feature_specs = [] + for f in body.features or []: + feature_specs.append(FeatureSpecV2(name=f.name, value_type=f.value_type)) + + batch_source_proto = ( + DataSourceProto(name=body.batch_source) if body.batch_source else None + ) + + ttl = ( + Duration(seconds=body.ttl_seconds) if body.ttl_seconds is not None else None + ) + + spec = FeatureViewSpec( + name=body.name, + entities=body.entities or [], + features=feature_specs, + tags=body.tags or {}, + online=body.online if body.online is not None else True, + description=body.description or "", + owner=body.owner or "", + ) + if ttl is not None: + spec.ttl.CopyFrom(ttl) + if batch_source_proto: + spec.batch_source.CopyFrom(batch_source_proto) + + fv_proto = FeatureViewProto(spec=spec) + + req = RegistryServer_pb2.ApplyFeatureViewRequest( + feature_view=fv_proto, + project=body.project, + commit=True, + ) + grpc_call(grpc_handler.ApplyFeatureView, req) + + return JSONResponse( + status_code=201, + content={ + "name": body.name, + "project": body.project, + "status": "applied", + }, + ) + + @router.delete("/feature_views/{name}") + def delete_feature_view( + name: str, + project: str = Query(...), + ): + req = RegistryServer_pb2.DeleteFeatureViewRequest( + name=name, + project=project, + commit=True, + ) + grpc_call(grpc_handler.DeleteFeatureView, req) + + return {"name": name, "project": project, "status": "deleted"} + return router diff --git a/sdk/python/feast/api/registry/rest/metrics.py b/sdk/python/feast/api/registry/rest/metrics.py index 3be43b5e4b4..87cb30ee4e2 100644 --- a/sdk/python/feast/api/registry/rest/metrics.py +++ b/sdk/python/feast/api/registry/rest/metrics.py @@ -75,11 +75,19 @@ async def resource_counts( """ def get_registry_last_updated() -> Optional[str]: + """Read registry last_updated from in-process registry (not the Proto gRPC RPC).""" try: - from google.protobuf.empty_pb2 import Empty as EmptyProto - - registry_proto = grpc_call(grpc_handler.Proto, EmptyProto()) - return registry_proto.get("lastUpdated", None) + from google.protobuf.json_format import MessageToDict + + registry = getattr(grpc_handler, "proxied_registry", None) + if registry is None: + return None + registry_proto = registry.proto() + if registry_proto is None or not registry_proto.HasField( + "last_updated" + ): + return None + return MessageToDict(registry_proto).get("lastUpdated") except Exception: return None 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 d67321abc48..0238776dbc0 100644 --- a/sdk/python/feast/api/registry/rest/rest_registry_server.py +++ b/sdk/python/feast/api/registry/rest/rest_registry_server.py @@ -76,6 +76,21 @@ def __init__(self, store: FeatureStore): self._init_auth() self._register_routes() + registry_cfg = getattr(store.config, "registry", None) + mcp_cfg = getattr(registry_cfg, "mcp", None) + if mcp_cfg and getattr(mcp_cfg, "enabled", False): + try: + from fastapi_mcp import FastApiMCP + + mcp = FastApiMCP(self.app, name="feast-registry-mcp") + mcp.mount() + logger.info("MCP support enabled on REST registry server") + except ImportError: + logger.warning( + "MCP support requested but fastapi_mcp is not installed. " + "Install it with: pip install feast[mcp]" + ) + def _add_exception_handlers(self): """Add custom exception handlers to include HTTP status codes in JSON responses.""" diff --git a/sdk/python/feast/cli/cli.py b/sdk/python/feast/cli/cli.py index 1e461af4a28..886c91f69ae 100644 --- a/sdk/python/feast/cli/cli.py +++ b/sdk/python/feast/cli/cli.py @@ -598,6 +598,39 @@ def validate( exit(1) +@cli.command("demo-notebooks") +@click.option( + "--output-dir", + "-o", + default="./feast-demo-notebooks", + show_default=True, + help="Directory where the demo notebooks are written.", +) +@click.option( + "--overwrite", + is_flag=True, + default=False, + help="Overwrite existing notebooks if the output directory already exists.", +) +@click.pass_context +def demo_notebooks_command(ctx: click.Context, output_dir: str, overwrite: bool): + """ + Generate demo Jupyter notebooks tailored to the feature store configuration. + + Searches for feature_store.yaml in the current directory and every file + inside feast-config/. Each file is treated as a separate project config. + For each project found, a sub-directory is created under OUTPUT_DIR. + """ + from feast.demos import copy_demo_notebooks + + repo = ctx.obj["CHDIR"] + copy_demo_notebooks( + output_dir=output_dir, + repo_path=str(repo), + overwrite=overwrite, + ) + + cli.add_command(data_sources_cmd) cli.add_command(entities_cmd) cli.add_command(feature_services_cmd) diff --git a/sdk/python/feast/cli/feature_views.py b/sdk/python/feast/cli/feature_views.py index 99de5e70be7..44357b0c1c1 100644 --- a/sdk/python/feast/cli/feature_views.py +++ b/sdk/python/feast/cli/feature_views.py @@ -1,10 +1,16 @@ +import sys + import click import yaml from feast import utils from feast.cli.cli_options import tagsOption from feast.errors import FeastObjectNotFoundException -from feast.feature_view import FeatureView +from feast.feature_view import ( + _VALID_STATE_TRANSITIONS, + FeatureView, + FeatureViewState, +) from feast.on_demand_feature_view import OnDemandFeatureView from feast.repo_operations import create_feature_store @@ -32,11 +38,13 @@ def feature_view_describe(ctx: click.Context, name: str): print(e) exit(1) - print( - yaml.dump( - yaml.safe_load(str(feature_view)), default_flow_style=False, sort_keys=False - ) - ) + data = yaml.safe_load(str(feature_view)) + # Always show enabled and state even when they are at default values. + if hasattr(feature_view, "enabled"): + data["enabled"] = feature_view.enabled + if hasattr(feature_view, "state"): + data["state"] = feature_view.state.name + print(yaml.dump(data, default_flow_style=False, sort_keys=False)) @feature_views_cmd.command(name="list") @@ -59,17 +67,129 @@ def feature_view_list(ctx: click.Context, tags: list[str]): elif isinstance(feature_view, OnDemandFeatureView): for backing_fv in feature_view.source_feature_view_projections.values(): entities.update(store.get_feature_view(backing_fv.name).entities) + enabled = getattr(feature_view, "enabled", True) + state = getattr(feature_view, "state", FeatureViewState.STATE_UNSPECIFIED) + state_display = ( + state.name if isinstance(state, FeatureViewState) else str(state) + ) table.append( [ feature_view.name, entities if len(entities) > 0 else "n/a", type(feature_view).__name__, + "Yes" if enabled else "No", + state_display, ] ) from tabulate import tabulate - print(tabulate(table, headers=["NAME", "ENTITIES", "TYPE"], tablefmt="plain")) + print( + tabulate( + table, + headers=["NAME", "ENTITIES", "TYPE", "ENABLED", "STATE"], + tablefmt="plain", + ) + ) + + +@feature_views_cmd.command("enable") +@click.argument("name", type=click.STRING) +@click.pass_context +def feature_view_enable(ctx: click.Context, name: str): + """ + Enable a feature view for serving and materialization. + """ + store = create_feature_store(ctx) + try: + fv = store.registry.get_any_feature_view(name, store.project) + except FeastObjectNotFoundException as e: + print(e) + sys.exit(1) + + if not isinstance(fv, (FeatureView, OnDemandFeatureView)): + print(f"Feature view '{name}' does not support enable/disable.") + return + + if fv.enabled: + print(f"Feature view '{name}' is already enabled.") + return + + fv.enabled = True + store.registry.apply_feature_view(fv, store.project) + print(f"Feature view '{name}' has been enabled.") + + +@feature_views_cmd.command("disable") +@click.argument("name", type=click.STRING) +@click.pass_context +def feature_view_disable(ctx: click.Context, name: str): + """ + Disable a feature view to prevent serving and materialization. + """ + store = create_feature_store(ctx) + try: + fv = store.registry.get_any_feature_view(name, store.project) + except FeastObjectNotFoundException as e: + print(e) + sys.exit(1) + + if not isinstance(fv, (FeatureView, OnDemandFeatureView)): + print(f"Feature view '{name}' does not support enable/disable.") + return + + if not fv.enabled: + print(f"Feature view '{name}' is already disabled.") + return + + fv.enabled = False + store.registry.apply_feature_view(fv, store.project) + print(f"Feature view '{name}' has been disabled.") + + +@feature_views_cmd.command("set-state") +@click.argument("name", type=click.STRING) +@click.argument( + "state", + type=click.Choice( + ["CREATED", "GENERATED", "MATERIALIZING", "AVAILABLE_ONLINE"], + case_sensitive=False, + ), +) +@click.pass_context +def feature_view_set_state(ctx: click.Context, name: str, state: str): + """ + Set the lifecycle state of a feature view. + """ + store = create_feature_store(ctx) + try: + fv = store.registry.get_any_feature_view(name, store.project) + except FeastObjectNotFoundException as e: + print(e) + sys.exit(1) + + if not isinstance(fv, (FeatureView, OnDemandFeatureView)): + print(f"Feature view '{name}' does not support state management.") + return + + new_state = FeatureViewState[state.upper()] + if fv.state == new_state: + print(f"Feature view '{name}' is already in state {new_state.name}.") + return + + if not fv.state.can_transition_to(new_state): + current = fv.state.name + allowed = _VALID_STATE_TRANSITIONS.get(fv.state, set()) + allowed_names = ", ".join(sorted(s.name for s in allowed)) or "none" + print( + f"Invalid state transition: {current} -> {new_state.name}. " + f"Allowed transitions from {current}: {allowed_names}." + ) + return + + fv.state = new_state + store.registry.apply_feature_view(fv, store.project) + print(f"Feature view '{name}' state set to {new_state.name}.") @feature_views_cmd.command("list-versions") diff --git a/sdk/python/feast/cli/projects.py b/sdk/python/feast/cli/projects.py index ea8d5b573a6..c552a058635 100644 --- a/sdk/python/feast/cli/projects.py +++ b/sdk/python/feast/cli/projects.py @@ -3,7 +3,7 @@ from feast import utils from feast.cli.cli_options import tagsOption -from feast.errors import FeastObjectNotFoundException +from feast.errors import FeastObjectNotFoundException, ProjectNotFoundException from feast.repo_operations import create_feature_store @@ -23,16 +23,16 @@ def project_describe(ctx: click.Context, name: str): Describe a project """ store = create_feature_store(ctx) - try: project = store.get_project(name) except FeastObjectNotFoundException as e: print(e) exit(1) - print( yaml.dump( - yaml.safe_load(str(project)), default_flow_style=False, sort_keys=False + yaml.safe_load(str(project)), + default_flow_style=False, + sort_keys=False, ) ) @@ -44,20 +44,52 @@ def project_current(ctx: click.Context): Returns the current project configured with FeatureStore object """ store = create_feature_store(ctx) - try: project = store.get_project(name=None) except FeastObjectNotFoundException as e: print(e) exit(1) - print( yaml.dump( - yaml.safe_load(str(project)), default_flow_style=False, sort_keys=False + yaml.safe_load(str(project)), + default_flow_style=False, + sort_keys=False, ) ) +@projects_cmd.command("delete") +@click.argument("name", type=click.STRING) +@click.option( + "-y", + "--yes", + is_flag=True, + default=False, + help="Skip confirmation prompt and delete immediately.", +) +@click.pass_context +def project_delete(ctx: click.Context, name: str, yes: bool): + """ + Delete a project and all its resources from the registry. + """ + store = create_feature_store(ctx) + + if not yes: + click.confirm( + f"Are you sure you want to delete project '{name}'? " + "This will remove all associated resources from the registry.", + abort=True, + ) + + try: + store.delete_project(name) + except (FeastObjectNotFoundException, ProjectNotFoundException) as e: + print(str(e)) + raise SystemExit(1) + + print(f"Project '{name}' deleted successfully.") + + @projects_cmd.command(name="list") @tagsOption @click.pass_context @@ -70,11 +102,12 @@ def project_list(ctx: click.Context, tags: list[str]): tags_filter = utils.tags_list_to_dict(tags) for project in store.list_projects(tags=tags_filter): table.append([project.name, project.description, project.tags, project.owner]) - from tabulate import tabulate print( tabulate( - table, headers=["NAME", "DESCRIPTION", "TAGS", "OWNER"], tablefmt="plain" + table, + headers=["NAME", "DESCRIPTION", "TAGS", "OWNER"], + tablefmt="plain", ) ) diff --git a/sdk/python/feast/cli/ui.py b/sdk/python/feast/cli/ui.py index 9fd7b24b7cd..6962eea1e51 100644 --- a/sdk/python/feast/cli/ui.py +++ b/sdk/python/feast/cli/ui.py @@ -1,6 +1,6 @@ import click -from feast.repo_operations import create_feature_store, registry_dump +from feast.repo_operations import create_feature_store @click.command() @@ -20,14 +20,6 @@ show_default=True, help="Specify a port for the server", ) -@click.option( - "--registry_ttl_sec", - "-r", - help="Number of seconds after which the registry is refreshed", - type=click.INT, - default=5, - show_default=True, -) @click.option( "--root_path", help="Provide root path to make the UI working behind proxy", @@ -57,7 +49,6 @@ def ui( ctx: click.Context, host: str, port: int, - registry_ttl_sec: int, root_path: str = "", tls_key_path: str = "", tls_cert_path: str = "", @@ -70,12 +61,9 @@ def ui( "Please configure --key and --cert args to start the feature server in SSL mode." ) store = create_feature_store(ctx) - # Pass in the registry_dump method to get around a circular dependency store.serve_ui( host=host, port=port, - get_registry_dump=registry_dump, - registry_ttl_sec=registry_ttl_sec, root_path=root_path, tls_key_path=tls_key_path, tls_cert_path=tls_cert_path, diff --git a/sdk/python/feast/data_source.py b/sdk/python/feast/data_source.py index 2d4997ae786..e14f2a49383 100644 --- a/sdk/python/feast/data_source.py +++ b/sdk/python/feast/data_source.py @@ -205,6 +205,7 @@ class DataSource(ABC): tags: Dict[str, str] owner: str date_partition_column: str + timestamp_field_type: str created_timestamp: Optional[datetime] last_updated_timestamp: Optional[datetime] @@ -219,6 +220,7 @@ def __init__( tags: Optional[Dict[str, str]] = None, owner: Optional[str] = "", date_partition_column: Optional[str] = None, + timestamp_field_type: Optional[str] = None, ): """ Creates a DataSource object. @@ -237,6 +239,9 @@ def __init__( 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 stores + 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. """ self.name = name self.timestamp_field = timestamp_field or "" @@ -257,6 +262,7 @@ def __init__( self.date_partition_column = ( date_partition_column if date_partition_column else "" ) + self.timestamp_field_type = timestamp_field_type if timestamp_field_type else "" now = _utc_now() self.created_timestamp = now self.last_updated_timestamp = now @@ -280,6 +286,7 @@ def __eq__(self, other): or self.created_timestamp_column != other.created_timestamp_column or self.field_mapping != other.field_mapping or self.date_partition_column != other.date_partition_column + or self.timestamp_field_type != other.timestamp_field_type or self.description != other.description or self.tags != other.tags or self.owner != other.owner diff --git a/sdk/python/feast/dbt/parser.py b/sdk/python/feast/dbt/parser.py index f7d3e587e54..676a5a76f11 100644 --- a/sdk/python/feast/dbt/parser.py +++ b/sdk/python/feast/dbt/parser.py @@ -107,6 +107,7 @@ def parse(self) -> None: try: from dbt_artifacts_parser.parser import parse_manifest + assert self._raw_manifest is not None self._parsed_manifest = parse_manifest(manifest=self._raw_manifest) except ImportError: raise ImportError( diff --git a/sdk/python/feast/demos.py b/sdk/python/feast/demos.py new file mode 100644 index 00000000000..9970f90316b --- /dev/null +++ b/sdk/python/feast/demos.py @@ -0,0 +1,851 @@ +# 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. +"""Demo notebook generation for Feast projects. + +Usage:: + + from feast import copy_demo_notebooks + copy_demo_notebooks() + +This will search for ``feature_store.yaml`` in the current directory and every +file inside the ``feast-config/`` directory, then write tailored Jupyter +notebooks into a ``./feast-demo-notebooks//`` directory for each +project found. +""" + +import json +import logging +import os +import pathlib +from typing import Any, Optional + +import yaml + +_logger = logging.getLogger(__name__) + + +# --------------------------------------------------------------------------- +# Discovery helpers +# --------------------------------------------------------------------------- + + +def _find_feature_store_yamls(repo_path: pathlib.Path) -> list[pathlib.Path]: + """Return all feature-store config paths found under *repo_path*. + + Searches: + 1. ``repo_path/feature_store.yaml`` + 2. Every file directly inside ``repo_path/feast-config/`` + — each file is treated as a separate project config. + """ + found: list[pathlib.Path] = [] + + direct = repo_path / "feature_store.yaml" + if direct.exists(): + found.append(direct) + + feast_config_dir = repo_path / "feast-config" + if feast_config_dir.is_dir(): + for entry in sorted(feast_config_dir.iterdir()): + if entry.is_file(): + found.append(entry) + + return found + + +def _parse_yaml(yaml_path: pathlib.Path) -> dict[str, Any]: + with open(yaml_path) as fh: + return yaml.safe_load(os.path.expandvars(fh.read())) or {} + + +def _extract_store_info(config: dict[str, Any]) -> dict[str, Any]: + """Summarise the key fields from a raw ``feature_store.yaml`` dict.""" + info: dict[str, Any] = { + "project": config.get("project", "my_feast_project"), + "provider": config.get("provider", "local"), + "online_store_type": "sqlite", + "offline_store_type": "file", + "registry_type": "file", + "auth_type": "no_auth", + "vector_enabled": False, + "embedding_dim": None, + } + + online = config.get("online_store", {}) + if isinstance(online, dict): + info["online_store_type"] = online.get("type", "sqlite").lower() + info["vector_enabled"] = bool(online.get("vector_enabled", False)) + if online.get("embedding_dim"): + info["embedding_dim"] = online["embedding_dim"] + elif isinstance(online, str): + info["online_store_type"] = online.lower() + + offline = config.get("offline_store", {}) + if isinstance(offline, dict): + info["offline_store_type"] = offline.get("type", "file").lower() + elif isinstance(offline, str): + info["offline_store_type"] = offline.lower() + + registry = config.get("registry", {}) + if isinstance(registry, dict): + # Operator client YAML uses "registry_type" key; standard Feast uses "type" + info["registry_type"] = ( + registry.get("registry_type") or registry.get("type", "file") + ).lower() + # string registry value is a plain file path — keep default "file" + + auth = config.get("auth", {}) + if isinstance(auth, dict): + info["auth_type"] = auth.get("type", "no_auth").lower() + + return info + + +# --------------------------------------------------------------------------- +# Notebook cell builders +# --------------------------------------------------------------------------- + + +def _md(source: str) -> dict[str, Any]: + return { + "cell_type": "markdown", + "metadata": {}, + "source": source, + } + + +def _code(source: str, tags: Optional[list[str]] = None) -> dict[str, Any]: + meta: dict[str, Any] = {} + if tags: + meta["tags"] = tags + return { + "cell_type": "code", + "execution_count": None, + "metadata": meta, + "outputs": [], + "source": source, + } + + +def _notebook(cells: list[dict[str, Any]]) -> dict[str, Any]: + return { + "nbformat": 4, + "nbformat_minor": 5, + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3", + }, + }, + "cells": cells, + } + + +# --------------------------------------------------------------------------- +# Per-store setup snippets +# --------------------------------------------------------------------------- + + +def _is_operator_client(info: dict[str, Any]) -> bool: + """Return True when the feature_store.yaml was generated by the Feast operator. + + The operator sets provider=local with registry_type=remote, online_store.type=remote, + and offline_store.type=remote. + """ + return ( + info["registry_type"] == "remote" + and info["online_store_type"] == "remote" + and info["offline_store_type"] == "remote" + ) + + +# --------------------------------------------------------------------------- +# Notebook generators +# --------------------------------------------------------------------------- + + +def _apply_md(info: dict[str, Any]) -> dict[str, Any]: + """Return the markdown cell that introduces the apply / registry-sync section.""" + if info["registry_type"] == "remote": + return _md( + "## 4. Registry Sync\n\nRefresh the registry cache to load the latest feature definitions." + ) + return _md( + "## 4. Apply Feature Definitions\n\n" + "Register entities, feature views, and services into the registry. " + "Skip if already applied." + ) + + +def _apply_code(info: dict[str, Any]) -> dict[str, Any]: + """Return the code cell that applies (local) or refreshes (remote) the registry.""" + if info["registry_type"] == "remote": + return _code( + "store.refresh_registry()\n" + "fvs = store.list_feature_views()\n" + "print(f'Registry synced — {len(fvs)} feature view(s) available.')" + ) + # Local file registry — auto-apply if empty, then refresh. + return _code( + "fvs = store.list_feature_views()\n" + "entities = store.list_entities()\n" + "\n" + "if fvs or entities:\n" + " print(f'Registry ready: {len(entities)} entity/entities, {len(fvs)} feature view(s)')\n" + "else:\n" + " print('Registry is empty — running feast apply ...')\n" + " !feast -f {FEAST_FS_YAML} apply\n" + " store.refresh_registry()\n" + " print('Apply complete.')" + ) + + +def _path_setup_cell(yaml_abs: str) -> dict[str, Any]: + """Return a code cell that sets ``FEAST_FS_YAML`` to the absolute path of + the feature-store config resolved at generation time.""" + return _code( + "import os\n" + "\n" + f"FEAST_FS_YAML = r{repr(yaml_abs)}\n" + "\n" + "assert os.path.exists(FEAST_FS_YAML), (\n" + " f'Config not found at {FEAST_FS_YAML!r}. '\n" + " 'Update FEAST_FS_YAML to the correct path.'\n" + ")\n" + "print(f'Using feature_store.yaml: {FEAST_FS_YAML}')", + tags=["parameters"], + ) + + +def _nb_overview(info: dict[str, Any], yaml_abs: str) -> dict[str, Any]: + project = info["project"] + ost = info["online_store_type"] + offst = info["offline_store_type"] + auth = info["auth_type"] + provider = info["provider"] + vector_enabled = info["vector_enabled"] + + cells: list[dict[str, Any]] = [ + _md( + f"# Feature Store Overview — `{project}`\n\n" + "Explore the entities, feature views, feature services, and data sources " + "registered in this project." + ), + _md("## 1. Prerequisites"), + _code( + "# Verify feast installation\nimport feast\nprint(f'Feast version: {feast.__version__}')" + ), + _md("## 2. Feature Store Path"), + _path_setup_cell(yaml_abs), + _md( + f"## 3. Connect to the Feature Store\n" + f"The feature store for project **`{project}`** is configured with:\n\n" + f"| Setting | Value |\n" + f"|---------|-------|\n" + f"| Provider | `{provider}` |\n" + f"| Online store | `{ost}` |\n" + f"| Offline store | `{offst}` |\n" + f"| Auth | `{auth}` |\n" + + ( + f"| Vector search | enabled (embedding dim: {info['embedding_dim']}) |\n" + if vector_enabled + else "" + ) + ), + _code( + "from feast import FeatureStore\n" + "\n" + "store = FeatureStore(fs_yaml_file=FEAST_FS_YAML)\n" + "print(f'Connected to project: {store.project}')" + ), + _apply_md(info), + _apply_code(info), + _md("## 5. List Entities"), + _code( + "entities = store.list_entities()\n" + "print(f'Found {len(entities)} entity/entities\\n')\n" + "for e in entities:\n" + " print(f' • {e.name} (join_key={e.join_key}, type={e.value_type})')" + ), + _md("## 6. List Feature Views"), + _code( + "feature_views = store.list_feature_views()\n" + "print(f'Found {len(feature_views)} batch feature view(s)\\n')\n" + "for fv in feature_views:\n" + " feature_names = [f.name for f in fv.features]\n" + " print(f' • {fv.name}')\n" + " print(f' Features : {feature_names}')\n" + " print(f' Entities : {fv.entities}')\n" + " print(f' TTL : {fv.ttl}')\n" + ), + _md("## 7. List On-Demand Feature Views"), + _code( + "odfvs = store.list_on_demand_feature_views()\n" + "if odfvs:\n" + " print(f'Found {len(odfvs)} on-demand feature view(s)\\n')\n" + " for odfv in odfvs:\n" + " print(f' • {odfv.name}')\n" + "else:\n" + " print('No on-demand feature views defined.')" + ), + _md("## 8. List Feature Services"), + _code( + "services = store.list_feature_services()\n" + "if services:\n" + " print(f'Found {len(services)} feature service(s)\\n')\n" + " for svc in services:\n" + " views = [p.name for p in svc.feature_view_projections]\n" + " print(f' • {svc.name} -> views: {views}')\n" + "else:\n" + " print('No feature services defined.')" + ), + _md("## 9. List Data Sources"), + _code( + "sources = store.list_data_sources()\n" + "print(f'Found {len(sources)} data source(s)\\n')\n" + "for src in sources:\n" + " print(f' • {src.name} ({type(src).__name__})')" + ), + _md( + "## Next Steps\n\n" + "- **`02_historical_features_training.ipynb`** — retrieve historical features for training.\n" + "- **`03_online_features_serving.ipynb`** — materialize and serve online features." + ), + ] + return _notebook(cells) + + +def _nb_historical(info: dict[str, Any], yaml_abs: str) -> dict[str, Any]: + project = info["project"] + + cells: list[dict[str, Any]] = [ + _md( + f"# Historical Features & Training Datasets — `{project}`\n\n" + "Retrieve point-in-time correct feature values to build ML training datasets." + ), + _md("## 1. Feature Store Path"), + _path_setup_cell(yaml_abs), + _md("## 2. Connect to the Feature Store"), + _code( + "from feast import FeatureStore\n" + "\n" + "store = FeatureStore(fs_yaml_file=FEAST_FS_YAML)\n" + "print(f'Project : {store.project}')\n" + "print('Feature views:', [fv.name for fv in store.list_feature_views()])" + ), + _md( + "## 3. Discover Available Features\n\nList feature views and read a sample of entity data." + ), + _code( + "import pandas as pd\n" + "from datetime import datetime, timedelta, timezone\n" + "\n" + "fvs = store.list_feature_views()\n" + "entities = store.list_entities()\n" + "\n" + "if not fvs:\n" + " print('No feature views found — run `feast apply` first.')\n" + "else:\n" + " first_fv = fvs[0]\n" + "\n" + " # Identify the entity join key.\n" + " entity_name = entities[0].join_key if entities else 'entity_id'\n" + " if first_fv.entities:\n" + " fv_entity = next(\n" + " (e for e in entities if e.name in set(first_fv.entities)),\n" + " entities[0] if entities else None,\n" + " )\n" + " if fv_entity:\n" + " entity_name = fv_entity.join_key\n" + "\n" + " # Read latest entity values from the offline store.\n" + " # This uses the same mechanism Feast uses for materialization.\n" + " source = first_fv.batch_source\n" + " provider = store._get_provider()\n" + " sample_df = provider.offline_store.pull_latest_from_table_or_query(\n" + " config=store.config,\n" + " data_source=source,\n" + " join_key_columns=[entity_name],\n" + " feature_name_columns=[f.name for f in first_fv.features],\n" + " timestamp_field=source.timestamp_field,\n" + " created_timestamp_column=source.created_timestamp_column or '',\n" + " start_date=datetime(2000, 1, 1, tzinfo=timezone.utc),\n" + " end_date=datetime.now(tz=timezone.utc),\n" + " ).to_df()\n" + "\n" + " print(f'Feature view : {first_fv.name}')\n" + " print(f'Entity join key : {entity_name!r}')\n" + " print(f'Rows in source : {len(sample_df):,}')\n" + " print(f'Columns : {list(sample_df.columns)}')\n" + " if len(sample_df) > 0:\n" + " display(sample_df.head())\n" + " else:\n" + " print('No data found — check that your data source has been populated.')" + ), + _md( + "## 4. Build an Entity DataFrame\n\n" + "Specify which entity IDs and at what timestamps you want features for." + ), + _code( + "if not fvs:\n" + " raise SystemExit('No feature views — run feast apply first.')\n" + "\n" + "# Use real entity IDs and timestamps from the sample.\n" + "if entity_name in sample_df.columns and len(sample_df) > 0:\n" + " entity_ids = sample_df[entity_name].dropna().unique()[:5].tolist()\n" + " # Detect the timestamp column from the source's configuration.\n" + " ts_col = source.timestamp_field if source.timestamp_field in sample_df.columns else None\n" + " if not ts_col:\n" + " ts_col = next((c for c in sample_df.columns if 'timestamp' in c.lower()), None)\n" + " if ts_col:\n" + " timestamps = (\n" + " sample_df[sample_df[entity_name].isin(entity_ids)]\n" + " .sort_values(ts_col, ascending=False)\n" + " .drop_duplicates(subset=[entity_name])[ts_col]\n" + " .tolist()\n" + " )\n" + " else:\n" + " timestamps = [datetime.now() - timedelta(hours=i) for i in range(len(entity_ids))]\n" + "else:\n" + " entity_ids = [1001, 1002, 1003]\n" + " timestamps = [datetime.now() - timedelta(hours=i) for i in range(len(entity_ids))]\n" + " print('Using placeholder entity IDs — replace with real values from your data.')\n" + "\n" + "entity_df = pd.DataFrame(\n" + " {\n" + " entity_name: entity_ids[:len(timestamps)],\n" + " 'event_timestamp': timestamps[:len(entity_ids)],\n" + " }\n" + ")\n" + "print(f'Entity IDs : {entity_ids}')\n" + "print(f'Rows : {len(entity_df)}')\n" + "entity_df" + ), + _md("## 5. Choose Features to Retrieve"), + _code( + "# List all available feature views and their features.\n" + "print('Available feature views:')\n" + "for fv in fvs:\n" + " features = [f.name for f in fv.features]\n" + " print(f' {fv.name}: {features}')\n" + "\n" + "# Select features from the first feature view.\n" + "# Using a single view avoids name collisions across views with identical column names.\n" + "feature_refs = [f'{first_fv.name}:{f.name}' for f in first_fv.features]\n" + "print('\\nWill retrieve:', feature_refs)" + ), + _md("## 6. Retrieve Historical Features"), + _code( + "if feature_refs:\n" + " training_df = store.get_historical_features(\n" + " entity_df=entity_df,\n" + " features=feature_refs,\n" + " ).to_df()\n" + " print(f'Training dataset shape: {training_df.shape}')\n" + " training_df.head()\n" + "else:\n" + " print('No feature views found — run `feast apply` first.')" + ), + _md( + "## 7. (Optional) Retrieve via FeatureService\n\nRetrieve features using a versioned FeatureService instead of individual feature references." + ), + _code( + "services = store.list_feature_services()\n" + "if not services:\n" + " print('No feature services found — define one in your feature repo.')\n" + "else:\n" + " svc = services[0]\n" + "\n" + " # Detect extra request-data columns required by ODFVs in this service.\n" + " odfv_map = {v.name: v for v in store.list_on_demand_feature_views()}\n" + " missing_cols = {\n" + " field.name: field.dtype\n" + " for proj in svc.feature_view_projections\n" + " if proj.name in odfv_map\n" + " for rs in odfv_map[proj.name].source_request_sources.values()\n" + " for field in rs.schema\n" + " if field.name not in entity_df.columns\n" + " }\n" + "\n" + " if missing_cols:\n" + " print('This service requires the following extra columns in entity_df:')\n" + " for col, dtype in missing_cols.items():\n" + " print(f' entity_df[{col!r}] = ')\n" + " print('Add them to entity_df above and re-run this cell.')\n" + " else:\n" + " # Check if service needs entity keys not already in entity_df.\n" + " svc_entities = set()\n" + " for proj in svc.feature_view_projections:\n" + " fv_match = next((fv for fv in fvs if fv.name == proj.name), None)\n" + " if fv_match:\n" + " for ent_name in fv_match.entities:\n" + " ent_obj = next((e for e in entities if e.name == ent_name), None)\n" + " if ent_obj:\n" + " svc_entities.add(ent_obj.join_key)\n" + " missing_keys = svc_entities - set(entity_df.columns)\n" + " if missing_keys:\n" + " print(f'This service requires additional entity columns: {missing_keys}')\n" + " print('Add them to entity_df above and re-run this cell.')\n" + " else:\n" + " print(f'Using feature service: {svc.name}')\n" + " training_df_svc = store.get_historical_features(\n" + " entity_df=entity_df,\n" + " features=svc,\n" + " full_feature_names=True,\n" + " ).to_df()\n" + " print(f'Dataset shape: {training_df_svc.shape}')\n" + " training_df_svc.head()" + ), + _md("## 8. Use the Training Dataset"), + _code( + "# Example: split into features (X) and labels (y)\n" + "# Adjust column names to match your actual feature names and label.\n" + "if feature_refs and 'training_df' in dir():\n" + " label_col = 'label' # TODO: replace with your label column\n" + " feature_cols = [c for c in training_df.columns\n" + " if c not in ('event_timestamp', entity_name, label_col)]\n" + " X = training_df[feature_cols]\n" + " print('Feature matrix shape:', X.shape)\n" + " print('Feature columns:', feature_cols)" + ), + _md( + "## Next Steps\n\n" + "- **`03_online_features_serving.ipynb`** — materialize and serve online features." + ), + ] + return _notebook(cells) + + +def _nb_online(info: dict[str, Any], yaml_abs: str) -> dict[str, Any]: + project = info["project"] + auth = info["auth_type"] + vector_enabled = info["vector_enabled"] + + cells: list[dict[str, Any]] = [ + _md( + f"# Online Feature Serving — `{project}`\n\n" + "Materialize features and retrieve them at low latency for inference." + ), + _md("## 1. Feature Store Path"), + _path_setup_cell(yaml_abs), + _md("## 2. Connect to the Feature Store"), + _code( + "from feast import FeatureStore\n" + "\n" + "store = FeatureStore(fs_yaml_file=FEAST_FS_YAML)\n" + "print(f'Project : {store.project}')" + ), + ] + + # Materialization section. + materialize_md = ( + "## 3. Materialize Features\n\n" + + ( + "> **Optional** — materialization is typically handled server-side.\n\n" + if _is_operator_client(info) + else "" + ) + + "Load feature values into the online store for low-latency serving.\n\n" + "| Method | When to use |\n" + "|--------|-------------|\n" + "| `materialize_incremental` | Regular runs — only new data since last run |\n" + "| `materialize` | First run or full refresh of a time window |" + ) + cells += [ + _md(materialize_md), + _code( + "from datetime import datetime, timedelta, timezone\n" + "\n" + "fvs = store.list_feature_views()\n" + "\n" + "if not fvs:\n" + " print('No feature views found — run feast apply first (see section 3).')\n" + "else:\n" + " # Check last materialization watermarks across all feature views.\n" + " last_written = [\n" + " fv.materialization_intervals[-1][1]\n" + " for fv in fvs\n" + " if fv.materialization_intervals\n" + " ]\n" + "\n" + " if not last_written:\n" + " # No materialization history — do a full initial load.\n" + " end_date = datetime.now(tz=timezone.utc)\n" + " start_date = end_date - timedelta(days=30)\n" + " print(f'First materialization: loading {start_date.date()} → {end_date.date()} ...')\n" + " store.materialize(start_date=start_date, end_date=end_date)\n" + " else:\n" + " # Incremental: only pick up data since the last run.\n" + " end_date = datetime.now(tz=timezone.utc)\n" + " print(f'Incremental materialization up to {end_date} ...')\n" + " store.materialize_incremental(end_date=end_date)\n" + "\n" + " print('Materialization complete.')" + ), + _md("### 3b. Force a Full Refresh"), + _code( + "# from datetime import datetime, timedelta, timezone\n" + "# store.materialize(\n" + "# start_date=datetime.now(tz=timezone.utc) - timedelta(days=7),\n" + "# end_date=datetime.now(tz=timezone.utc),\n" + "# )" + ), + ] + + cells += [ + _md("## 4. Retrieve Online Features"), + _code( + "entities = store.list_entities()\n" + "fvs = store.list_feature_views()\n" + "\n" + "if not entities or not fvs:\n" + " print('No entities or feature views — run `feast apply` first.')\n" + "else:\n" + " first_fv = fvs[0]\n" + " feature_refs = [f'{first_fv.name}:{f.name}' for f in first_fv.features[:3]]\n" + "\n" + " # Resolve the correct entity join key for the first feature view.\n" + " entity_name = entities[0].join_key\n" + " if first_fv.entities:\n" + " fv_entity = next(\n" + " (e for e in entities if e.name in set(first_fv.entities)),\n" + " entities[0],\n" + " )\n" + " entity_name = fv_entity.join_key\n" + "\n" + " # Discover real entity IDs from the offline source.\n" + " from datetime import timezone\n" + " source = first_fv.batch_source\n" + " provider = store._get_provider()\n" + " sample_df = provider.offline_store.pull_latest_from_table_or_query(\n" + " config=store.config,\n" + " data_source=source,\n" + " join_key_columns=[entity_name],\n" + " feature_name_columns=[f.name for f in first_fv.features],\n" + " timestamp_field=source.timestamp_field,\n" + " created_timestamp_column=source.created_timestamp_column or '',\n" + " start_date=datetime(2000, 1, 1, tzinfo=timezone.utc),\n" + " end_date=datetime.now(tz=timezone.utc),\n" + " ).to_df()\n" + "\n" + " if len(sample_df) > 0 and entity_name in sample_df.columns:\n" + " entity_ids = sample_df[entity_name].dropna().unique()[:5].tolist()\n" + " else:\n" + " entity_ids = [1001, 1002]\n" + " print('Using placeholder IDs — replace with real values.')\n" + "\n" + " entity_rows = [{entity_name: eid} for eid in entity_ids]\n" + "\n" + " response = store.get_online_features(\n" + " features=feature_refs,\n" + " entity_rows=entity_rows,\n" + " )\n" + " import pandas as pd\n" + " print(pd.DataFrame(response.to_dict()))" + ), + _md( + "## 5. Online Features via FeatureService\n\nRetrieve features using a versioned FeatureService." + ), + _code( + "services = store.list_feature_services()\n" + "if not services:\n" + " print('No feature services defined.')\n" + "else:\n" + " svc = services[0]\n" + "\n" + " # Detect extra request-data fields required by ODFVs in this service.\n" + " odfv_map = {v.name: v for v in store.list_on_demand_feature_views()}\n" + " current_keys = set(entity_rows[0].keys()) if entity_rows else set()\n" + " missing_fields = {\n" + " field.name: field.dtype\n" + " for proj in svc.feature_view_projections\n" + " if proj.name in odfv_map\n" + " for rs in odfv_map[proj.name].source_request_sources.values()\n" + " for field in rs.schema\n" + " if field.name not in current_keys\n" + " }\n" + "\n" + " if missing_fields:\n" + " print('This service requires the following extra fields in each entity row:')\n" + " for col, dtype in missing_fields.items():\n" + " print(f' {col!r}: ')\n" + " print('Add them to entity_rows above and re-run this cell.')\n" + " else:\n" + " # Check if service needs extra entity keys beyond what we have.\n" + " svc_entities = set()\n" + " for proj in svc.feature_view_projections:\n" + " fv_match = next((fv for fv in fvs if fv.name == proj.name), None)\n" + " if fv_match:\n" + " for ent_name in fv_match.entities:\n" + " ent_obj = next((e for e in entities if e.name == ent_name), None)\n" + " if ent_obj:\n" + " svc_entities.add(ent_obj.join_key)\n" + " missing_keys = svc_entities - current_keys\n" + " if missing_keys:\n" + " print(f'This service requires additional entity keys: {missing_keys}')\n" + " print('Add them to entity_rows above and re-run this cell.')\n" + " else:\n" + " print(f'Using feature service: {svc.name}')\n" + " response = store.get_online_features(\n" + " features=svc,\n" + " entity_rows=entity_rows,\n" + " full_feature_names=True,\n" + " )\n" + " import pandas as pd\n" + " print(pd.DataFrame(response.to_dict()))" + ), + ] + + if auth in ("kubernetes", "oidc"): + cells.append(_md(f"## 6. Authentication (`{auth}`)")) + cells.append(_code("print(store.config.auth)")) + + if vector_enabled: + dim = info.get("embedding_dim") or 384 + section = 7 if auth in ("kubernetes", "oidc") else 6 + cells.append( + _md( + f"## {section}. Vector / RAG Feature Retrieval\n\nSearch stored embeddings (dim: {dim})." + ) + ) + cells.append( + _code( + "import numpy as np\n" + "\n" + "# TODO: replace with a real query embedding from your encoder model\n" + f"query_embedding = np.random.rand({dim}).tolist()\n" + "\n" + "# List feature views with vector features\n" + "fvs = store.list_feature_views()\n" + "vec_fvs = [\n" + " fv for fv in fvs\n" + " if any(getattr(f, 'vector_index', False) for f in fv.features)\n" + "]\n" + "\n" + "if vec_fvs:\n" + " fv = vec_fvs[0]\n" + " results = store.retrieve_online_documents(\n" + " feature=f'{fv.name}:{fv.features[0].name}',\n" + " query=query_embedding,\n" + " top_k=5,\n" + " )\n" + " import pandas as pd\n" + " print(pd.DataFrame(results.to_dict()))\n" + "else:\n" + " print('No vector feature views found.')" + ) + ) + + cells.append( + _md( + "## Next Steps\n\n" + "- Schedule `materialize_incremental` to keep the online store fresh.\n" + ) + ) + + return _notebook(cells) + + +# --------------------------------------------------------------------------- +# Public API +# --------------------------------------------------------------------------- + + +def copy_demo_notebooks( + output_dir: str = "./feast-demo-notebooks", + repo_path: str = ".", + overwrite: bool = False, +) -> None: + """Generate tailored demo notebooks for each Feast project found nearby. + + The function searches *repo_path* (default: current working directory) for + feature-store YAML files in: + + * ``/feature_store.yaml`` + * Every file inside ``/feast-config/`` + + For each project discovered a sub-directory is created under *output_dir* + and one or more notebooks are written (the exact set depends on the project + configuration and may grow in future releases). + + Parameters + ---------- + output_dir: + Root directory where notebooks are written. + Defaults to ``./feast-demo-notebooks``. + repo_path: + Directory to search for ``feature_store.yaml`` files. + Defaults to the current working directory. + overwrite: + When *False* (default) raise :class:`FileExistsError` if *output_dir* + already exists. Set to *True* to update notebooks in place. + """ + out = pathlib.Path(output_dir).resolve() + + if not overwrite and out.exists(): + raise FileExistsError( + f"Directory '{out}' already exists. " + "Remove it or pass overwrite=True to update notebooks in place." + ) + + root = pathlib.Path(repo_path).absolute() + yaml_paths = _find_feature_store_yamls(root) + + if not yaml_paths: + _logger.warning( + "No feature_store.yaml found under '%s'. " + "Make sure you run this from a directory that contains feature_store.yaml " + "or a feast-config/ subdirectory.", + root, + ) + return + + out.mkdir(parents=True, exist_ok=True) + print(f"Writing demo notebooks to: {out}\n") + + for yaml_path in yaml_paths: + raw = _parse_yaml(yaml_path) + info = _extract_store_info(raw) + project = info["project"] + + project_dir = out / project + project_dir.mkdir(parents=True, exist_ok=True) + + # Absolute path — use absolute() instead of resolve() to preserve + # Kubernetes ConfigMap/Secret symlinks. + yaml_abs_str = str(yaml_path.absolute()) + + notebooks = { + "01_feature_store_overview.ipynb": _nb_overview(info, yaml_abs_str), + "02_historical_features_training.ipynb": _nb_historical(info, yaml_abs_str), + "03_online_features_serving.ipynb": _nb_online(info, yaml_abs_str), + } + + for nb_name, nb_content in notebooks.items(): + nb_path = project_dir / nb_name + with open(nb_path, "w") as fh: + json.dump(nb_content, fh, indent=1) + + print( + f" [{project}]\n" + f" feature_store.yaml : {yaml_abs_str}\n" + f" online_store : {info['online_store_type']}\n" + f" offline_store : {info['offline_store_type']}\n" + f" auth : {info['auth_type']}\n" + + (" vector search : enabled\n" if info["vector_enabled"] else "") + + f" → {project_dir}/" + ) + for nb_name in notebooks: + print(f" ✓ {nb_name}") + print() diff --git a/sdk/python/feast/feature_server.py b/sdk/python/feast/feature_server.py index f60eeb9d87d..43fb8485316 100644 --- a/sdk/python/feast/feature_server.py +++ b/sdk/python/feast/feature_server.py @@ -288,7 +288,6 @@ def get_app( """ proto_json.patch() # Asynchronously refresh registry, notifying shutdown and canceling the active timer if the app is shutting down - registry_proto = None shutting_down = False active_timer: Optional[threading.Timer] = None # --- Offline write batching config and batcher --- @@ -338,8 +337,6 @@ def async_refresh(): return store.refresh_registry() - nonlocal registry_proto - registry_proto = store.registry.proto() if registry_ttl_sec: nonlocal active_timer @@ -569,11 +566,11 @@ async def write_to_online_store(request: WriteToFeatureStoreRequest) -> None: @app.get("/health") async def health(): - return ( - Response(status_code=status.HTTP_200_OK) - if registry_proto - else Response(status_code=status.HTTP_503_SERVICE_UNAVAILABLE) - ) + try: + store.registry.list_projects(allow_cache=True) + return Response(status_code=status.HTTP_200_OK) + except Exception: + return Response(status_code=status.HTTP_503_SERVICE_UNAVAILABLE) @app.post("/chat") async def chat(request: ChatRequest): diff --git a/sdk/python/feast/feature_store.py b/sdk/python/feast/feature_store.py index f95bbf10c03..765e22898b0 100644 --- a/sdk/python/feast/feature_store.py +++ b/sdk/python/feast/feature_store.py @@ -14,6 +14,7 @@ import asyncio import copy import itertools +import logging import os import time import warnings @@ -22,7 +23,6 @@ from typing import ( TYPE_CHECKING, Any, - Callable, Dict, Iterable, List, @@ -68,7 +68,12 @@ ) from feast.feast_object import FeastObject from feast.feature_service import FeatureService -from feast.feature_view import DUMMY_ENTITY, DUMMY_ENTITY_NAME, FeatureView +from feast.feature_view import ( + DUMMY_ENTITY, + DUMMY_ENTITY_NAME, + FeatureView, + FeatureViewState, +) from feast.inference import ( update_data_sources_with_inferred_event_timestamp_col, update_feature_views_with_inferred_features_and_entities, @@ -105,6 +110,8 @@ _track_materialization = None # Lazy-loaded on first materialization call _track_materialization_loaded = False +_logger = logging.getLogger(__name__) + def _get_track_materialization(): """Lazy-import feast.metrics only when materialization tracking is needed. @@ -127,6 +134,8 @@ def _get_track_materialization(): warnings.simplefilter("once", DeprecationWarning) +_UNSET = object() + class FeatureStore: """ @@ -194,6 +203,132 @@ def __init__( # Initialize feature service cache for performance optimization self._feature_service_cache = {} + # Cache for _resolve_feature_service_name lookups + self._fs_name_cache: Dict[frozenset, Optional[str]] = {} + self._fs_name_index: Dict[frozenset, str] = {} + self._fs_name_index_ts: float = -self._FS_NAME_INDEX_TTL_SECONDS + + self._mlflow_client: Any = _UNSET + + def _init_mlflow(self) -> Optional[Any]: + """Bootstrap MLflow integration on first access. + + Checks the config, imports the module, and creates the integration + client. Returns the client or ``None`` if MLflow is disabled or + unavailable. + """ + try: + mlflow_cfg = getattr(self.config, "mlflow", None) + if mlflow_cfg is None or not mlflow_cfg.enabled: + return None + from feast.mlflow import _register_store + + _register_store(self) + + from feast.mlflow_integration.client import FeastMlflowClient + + return FeastMlflowClient(self) + except ImportError: + return None + except Exception as e: + warnings.warn(f"Failed to configure MLflow tracking: {e}") + return None + + @property + def mlflow(self) -> Any: + """Access the Feast–MLflow integration client. + + Lazily initializes on first access. Returns ``None`` when MLflow + integration is not enabled, allowing callers to guard with + ``if store.mlflow:``. + """ + if self._mlflow_client is _UNSET: + self._mlflow_client = self._init_mlflow() + return self._mlflow_client + + @staticmethod + def _count_entities(entity_rows: Any) -> int: + """Count entities from either a list or columnar mapping.""" + if isinstance(entity_rows, list): + return len(entity_rows) + if isinstance(entity_rows, Mapping): + try: + _first_col = next(iter(entity_rows.values())) + if isinstance(_first_col, RepeatedValue): + return len(_first_col.val) + return len(_first_col) + except Exception: + return 0 + return 0 + + _FS_NAME_INDEX_TTL_SECONDS = 300 + + def _rebuild_fs_name_index(self) -> None: + """Rebuild the {frozenset(refs) → service_name} index from the registry.""" + index: Dict[frozenset, str] = {} + for fs in self.registry.list_feature_services(self.project, allow_cache=True): + fs_refs = frozenset( + f"{p.name_to_use()}:{f.name}" + for p in fs.feature_view_projections + for f in p.features + ) + index[fs_refs] = fs.name + self._fs_name_index = index + self._fs_name_cache = {} + self._fs_name_index_ts = time.monotonic() + + def _resolve_feature_service_name(self, feature_refs: List[str]) -> Optional[str]: + """Find the best-matching feature service for the given feature refs. + + Resolution: exact match wins immediately; otherwise the smallest + superset (fewest extra features) is returned. The full index is + rebuilt from the registry every _FS_NAME_INDEX_TTL_SECONDS and + per-query results are cached for O(1) repeated lookups. + """ + try: + now = time.monotonic() + if (now - self._fs_name_index_ts) >= self._FS_NAME_INDEX_TTL_SECONDS: + self._rebuild_fs_name_index() + + ref_key = frozenset(feature_refs) + if ref_key in self._fs_name_cache: + return self._fs_name_cache[ref_key] + + if ref_key in self._fs_name_index: + self._fs_name_cache[ref_key] = self._fs_name_index[ref_key] + return self._fs_name_index[ref_key] + + best_match = None + best_extra = float("inf") + for fs_refs, fs_name in self._fs_name_index.items(): + if ref_key.issubset(fs_refs): + extra = len(fs_refs) - len(ref_key) + if extra < best_extra: + best_match = fs_name + best_extra = extra + + self._fs_name_cache[ref_key] = best_match + return best_match + except Exception as e: + _logger.debug("Failed to resolve feature service name: %s", e) + return None + + def _log_entity_df_metadata(self, entity_df, start_date=None, end_date=None): + """Log lightweight entity_df metadata to MLflow.""" + try: + if self.mlflow is not None: + self.mlflow.log_entity_df_metadata(entity_df, start_date, end_date) + except Exception as e: + _logger.debug("Failed to log entity_df metadata to MLflow: %s", e) + + def _log_entity_df_artifact(self, entity_df): + """Upload entity DataFrame as a parquet artifact to MLflow.""" + try: + if self.mlflow is not None: + self.mlflow.log_entity_df_artifact(entity_df) + except Exception as e: + _logger.debug("Failed to log entity_df artifact to MLflow: %s", e) + def _init_openlineage_emitter(self) -> Optional[Any]: """Initialize OpenLineage emitter if configured and enabled.""" try: @@ -295,6 +430,9 @@ def _clear_feature_service_cache(self): self._feature_service_cache.clear() if hasattr(self.registry, "_feature_service_cache"): getattr(self.registry, "_feature_service_cache").clear() + self._fs_name_cache.clear() + self._fs_name_index.clear() + self._fs_name_index_ts = -self._FS_NAME_INDEX_TTL_SECONDS def refresh_registry(self): """Fetches and caches a copy of the feature registry in memory. @@ -660,6 +798,44 @@ def delete_feature_view(self, name: str): """ return self.registry.delete_feature_view(name, self.project) + def enable_feature_view(self, name: str): + """ + Enable a feature view for serving and materialization. + + Args: + name: Name of feature view. + """ + fv = self.registry.get_any_feature_view(name, self.project) + fv.enabled = True # type: ignore[attr-defined] + self.registry.apply_feature_view(fv, self.project) + + def disable_feature_view(self, name: str): + """ + Disable a feature view to prevent serving and materialization. + + Args: + name: Name of feature view. + """ + fv = self.registry.get_any_feature_view(name, self.project) + fv.enabled = False # type: ignore[attr-defined] + self.registry.apply_feature_view(fv, self.project) + + def set_feature_view_state(self, name: str, state: FeatureViewState): + """ + Set the lifecycle state of a feature view. + + Args: + name: Name of feature view. + state: Target state. + """ + fv = self.registry.get_any_feature_view(name, self.project) + if not fv.state.can_transition_to(state): # type: ignore[attr-defined] + raise ValueError( + f"Invalid state transition: {fv.state.name} -> {state.name}." # type: ignore[attr-defined] + ) + fv.state = state # type: ignore[attr-defined] + self.registry.apply_feature_view(fv, self.project) + def delete_feature_service(self, name: str): """ Deletes a feature service. @@ -828,20 +1004,24 @@ def _get_feature_views_to_materialize( self.registry, self.project, hide_dummy_entity=False ) feature_views_to_materialize.extend( - [fv for fv in regular_feature_views if fv.online] + [fv for fv in regular_feature_views if fv.online and fv.enabled] ) stream_feature_views_to_materialize = self._list_stream_feature_views( hide_dummy_entity=False ) feature_views_to_materialize.extend( - [sfv for sfv in stream_feature_views_to_materialize if sfv.online] + [ + sfv + for sfv in stream_feature_views_to_materialize + if sfv.online and sfv.enabled + ] ) on_demand_feature_views_to_materialize = self.list_on_demand_feature_views() feature_views_to_materialize.extend( [ odfv for odfv in on_demand_feature_views_to_materialize - if odfv.write_to_online_store + if odfv.write_to_online_store and odfv.enabled ] ) else: @@ -867,6 +1047,11 @@ def _get_feature_views_to_materialize( except FeatureViewNotFoundException: feature_view = self.get_on_demand_feature_view(name) + if hasattr(feature_view, "enabled") and not feature_view.enabled: + raise ValueError( + f"FeatureView {feature_view.name} is disabled. " + f"Enable it before materializing." + ) if hasattr(feature_view, "online") and not feature_view.online: raise ValueError( f"FeatureView {feature_view.name} is not configured to be served online." @@ -1022,6 +1207,35 @@ def _apply_diffs( # Emit OpenLineage events for applied objects self._emit_openlineage_apply_diffs(registry_diff) + # Emit MLflow events for applied objects (Phase 7) + self._mlflow_log_apply_diffs(registry_diff) + + def _mlflow_log_apply_diffs(self, registry_diff: RegistryDiff): + """Log apply operation to MLflow ops experiment.""" + try: + if self.mlflow is None or not self.config.mlflow.log_operations: + return + from feast.diff.property_diff import TransitionType + + objects: List[Any] = [] + transition_types: Dict[str, str] = {} + for feast_object_diff in registry_diff.feast_object_diffs: + obj = ( + feast_object_diff.new_feast_object + or feast_object_diff.current_feast_object + ) + if obj is None: + continue + tt = feast_object_diff.transition_type + if tt == TransitionType.UNCHANGED: + continue + objects.append(obj) + transition_types[feast_object_diff.name] = tt.name + if objects: + self._mlflow_log_apply(objects, transition_types=transition_types) + except Exception as e: + _logger.debug("MLflow apply logging failed: %s", e) + def _emit_openlineage_apply_diffs(self, registry_diff: RegistryDiff): """Emit OpenLineage events for objects applied via diffs.""" if self.openlineage_emitter is None: @@ -1317,6 +1531,25 @@ def apply( # Emit OpenLineage events for applied objects self._emit_openlineage_apply(objects) + # Emit MLflow events for applied objects (Phase 7) + self._mlflow_log_apply(objects) + + def _mlflow_log_apply( + self, + objects: List[Any], + transition_types: Optional[Dict[str, str]] = None, + ): + """Log applied objects to MLflow ops experiment.""" + try: + if self.mlflow is None or not self.config.mlflow.log_operations: + return + self.mlflow.log_apply( + changed_objects=objects, + transition_types=transition_types, + ) + except Exception as e: + _logger.debug("MLflow apply logging failed: %s", e) + def _emit_openlineage_apply(self, objects: List[Any]): """Emit OpenLineage events for applied objects.""" if self.openlineage_emitter is None: @@ -1483,6 +1716,8 @@ def get_historical_features( if end_date is not None: kwargs["end_date"] = end_date + _retrieval_start = time.monotonic() + job = provider.get_historical_features( self.config, feature_views, @@ -1494,6 +1729,40 @@ def get_historical_features( **kwargs, ) + # Auto-log to MLflow if configured + try: + if self.mlflow is not None and self.config.mlflow.auto_log: + _duration = time.monotonic() - _retrieval_start + if isinstance(entity_df, pd.DataFrame): + _entity_count = len(entity_df) + elif isinstance(entity_df, str): + _entity_count = -1 + else: + _entity_count = 0 + _fs = features if isinstance(features, FeatureService) else None + _fs_name = ( + features.name + if isinstance(features, FeatureService) + else self._resolve_feature_service_name(_feature_refs) + ) + self.mlflow.log_feature_retrieval( + feature_refs=_feature_refs, + entity_count=_entity_count, + duration_seconds=_duration, + retrieval_type="historical", + feature_service=_fs, + feature_service_name=_fs_name, + ) + + self._log_entity_df_metadata( + entity_df, start_date=start_date, end_date=end_date + ) + + if self.config.mlflow.auto_log_entity_df: + self._log_entity_df_artifact(entity_df) + except Exception as e: + _logger.debug("MLflow auto-log failed for historical retrieval: %s", e) + return job def create_saved_dataset( @@ -1760,6 +2029,7 @@ def materialize_incremental( feature_views_to_materialize, None, end_date ) + _mat_start = time.monotonic() try: # TODO paging large loads for feature_view in feature_views_to_materialize: @@ -1820,6 +2090,25 @@ def tqdm_builder(length): start_date = utils.make_tzaware(start_date) end_date = utils.make_tzaware(end_date) or _utc_now() + # 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 ( + hasattr(feature_view, "state") + and feature_view.state != FeatureViewState.STATE_UNSPECIFIED + ): + if not feature_view.state.can_transition_to( + FeatureViewState.MATERIALIZING + ): + raise ValueError( + f"FeatureView {feature_view.name} cannot transition " + f"from {feature_view.state.name} to MATERIALIZING." + ) + feature_view.state = FeatureViewState.MATERIALIZING + self.registry.apply_feature_view( + feature_view, self.project, commit=True + ) + fv_start = time.monotonic() fv_success = True try: @@ -1834,6 +2123,16 @@ 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 + and previous_state != FeatureViewState.STATE_UNSPECIFIED + ): + feature_view.state = previous_state + self.registry.apply_feature_view( + feature_view, self.project, commit=True + ) raise finally: _tracker = _get_track_materialization() @@ -1843,6 +2142,7 @@ def tqdm_builder(length): fv_success, time.monotonic() - fv_start, ) + if not isinstance(feature_view, OnDemandFeatureView): self.registry.apply_materialization( feature_view, @@ -1855,6 +2155,16 @@ def tqdm_builder(length): self._emit_openlineage_materialize_complete( ol_run_id, feature_views_to_materialize ) + + # Emit MLflow event for materialization (Phase 7) + _mat_duration = time.monotonic() - _mat_start + self._mlflow_log_materialize( + feature_views_to_materialize, + None, + end_date, + _mat_duration, + incremental=True, + ) except Exception as e: # Emit OpenLineage FAIL event self._emit_openlineage_materialize_fail(ol_run_id, str(e)) @@ -1921,6 +2231,7 @@ def materialize( feature_views_to_materialize, start_date, end_date ) + _mat_start = time.monotonic() try: # TODO paging large loads for feature_view in feature_views_to_materialize: @@ -1947,6 +2258,25 @@ def tqdm_builder(length): start_date = utils.make_tzaware(start_date) end_date = utils.make_tzaware(end_date) + # 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 ( + hasattr(feature_view, "state") + and feature_view.state != FeatureViewState.STATE_UNSPECIFIED + ): + if not feature_view.state.can_transition_to( + FeatureViewState.MATERIALIZING + ): + raise ValueError( + f"FeatureView {feature_view.name} cannot transition " + f"from {feature_view.state.name} to MATERIALIZING." + ) + feature_view.state = FeatureViewState.MATERIALIZING + self.registry.apply_feature_view( + feature_view, self.project, commit=True + ) + fv_start = time.monotonic() fv_success = True try: @@ -1962,6 +2292,16 @@ 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 + and previous_state != FeatureViewState.STATE_UNSPECIFIED + ): + feature_view.state = previous_state + self.registry.apply_feature_view( + feature_view, self.project, commit=True + ) raise finally: _tracker = _get_track_materialization() @@ -1983,11 +2323,44 @@ def tqdm_builder(length): self._emit_openlineage_materialize_complete( ol_run_id, feature_views_to_materialize ) + + # Emit MLflow event for materialization (Phase 7) + _mat_duration = time.monotonic() - _mat_start + self._mlflow_log_materialize( + feature_views_to_materialize, + start_date, + end_date, + _mat_duration, + incremental=False, + ) except Exception as e: # Emit OpenLineage FAIL event self._emit_openlineage_materialize_fail(ol_run_id, str(e)) raise + def _mlflow_log_materialize( + self, + feature_views: List[Any], + start_date: Optional[datetime], + end_date: datetime, + duration_seconds: float, + incremental: bool = False, + ): + """Log materialization to MLflow ops experiment.""" + try: + if self.mlflow is None or not self.config.mlflow.log_operations: + return + fv_names = [getattr(fv, "name", str(fv)) for fv in feature_views] + self.mlflow.log_materialize( + feature_view_names=fv_names, + start_date=start_date, + end_date=end_date, + duration_seconds=duration_seconds, + incremental=incremental, + ) + except Exception as e: + _logger.debug("MLflow materialize logging failed: %s", e) + def _emit_openlineage_materialize_start( self, feature_views: List[Any], @@ -2621,6 +2994,8 @@ def get_online_features( """ provider = self._get_provider() + _retrieval_start = time.monotonic() + response = provider.get_online_features( config=self.config, features=features, @@ -2631,6 +3006,31 @@ def get_online_features( include_feature_view_version_metadata=include_feature_view_version_metadata, ) + # Auto-log to MLflow if configured + try: + if self.mlflow is not None and self.config.mlflow.auto_log: + _duration = time.monotonic() - _retrieval_start + _feature_refs = utils._get_features( + self.registry, self.project, features, allow_cache=True + ) + _entity_count = self._count_entities(entity_rows) + _fs = features if isinstance(features, FeatureService) else None + _fs_name = ( + features.name + if isinstance(features, FeatureService) + else self._resolve_feature_service_name(_feature_refs) + ) + self.mlflow.log_feature_retrieval( + feature_refs=_feature_refs, + entity_count=_entity_count, + duration_seconds=_duration, + retrieval_type="online", + feature_service=_fs, + feature_service_name=_fs_name, + ) + except Exception as e: + _logger.debug("MLflow auto-log failed for online retrieval: %s", e) + return response async def get_online_features_async( @@ -2671,7 +3071,9 @@ async def get_online_features_async( """ provider = self._get_provider() - return await provider.get_online_features_async( + _retrieval_start = time.monotonic() + + response = await provider.get_online_features_async( config=self.config, features=features, entity_rows=entity_rows, @@ -2681,6 +3083,53 @@ async def get_online_features_async( include_feature_view_version_metadata=include_feature_view_version_metadata, ) + try: + if self.mlflow is not None and self.config.mlflow.auto_log: + _duration = time.monotonic() - _retrieval_start + _mlflow_client = self.mlflow + _registry = self.registry + _project = self.project + + def _log_sync(): + try: + _feature_refs = utils._get_features( + _registry, _project, features, allow_cache=True + ) + _entity_count = self._count_entities(entity_rows) + _fs = features if isinstance(features, FeatureService) else None + _fs_name = ( + features.name + if isinstance(features, FeatureService) + else self._resolve_feature_service_name(_feature_refs) + ) + _mlflow_client.log_feature_retrieval( + feature_refs=_feature_refs, + entity_count=_entity_count, + duration_seconds=_duration, + retrieval_type="online", + feature_service=_fs, + feature_service_name=_fs_name, + ) + except Exception as exc: + _logger.debug( + "MLflow auto-log failed for async online retrieval: %s", + exc, + ) + + def _on_done(fut): + if not fut.cancelled() and fut.exception() is not None: + _logger.debug( + "MLflow auto-log executor failed: %s", fut.exception() + ) + + loop = asyncio.get_running_loop() + fut = loop.run_in_executor(None, _log_sync) + fut.add_done_callback(_on_done) + except Exception as e: + _logger.debug("MLflow auto-log failed for online retrieval: %s", e) + + return response + def retrieve_online_documents( self, query: Union[str, List[float]], @@ -3148,8 +3597,6 @@ def serve_ui( self, host: str, port: int, - get_registry_dump: Callable, - registry_ttl_sec: int, root_path: str = "", tls_key_path: str = "", tls_cert_path: str = "", @@ -3165,9 +3612,7 @@ def serve_ui( self, host=host, port=port, - get_registry_dump=get_registry_dump, project_id=self.config.project, - registry_ttl_sec=registry_ttl_sec, root_path=root_path, tls_key_path=tls_key_path, tls_cert_path=tls_cert_path, @@ -3401,6 +3846,19 @@ def get_project(self, name: Optional[str]) -> Project: """ return self.registry.get_project(name or self.project) + def delete_project(self, name: str, commit: bool = True) -> None: + """ + Deletes a project from the registry. + + Args: + name: Name of the project to delete. + commit: Whether the change should be persisted immediately. + + Raises: + ProjectNotFoundException: The project could not be found. + """ + return self.registry.delete_project(name, commit=commit) + def list_saved_datasets( self, allow_cache: bool = False, tags: Optional[dict[str, str]] = None ) -> List[SavedDataset]: diff --git a/sdk/python/feast/feature_view.py b/sdk/python/feast/feature_view.py index da11a7958ca..a5d3c8d9537 100644 --- a/sdk/python/feast/feature_view.py +++ b/sdk/python/feast/feature_view.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import copy +import enum import warnings from datetime import datetime, timedelta from typing import Dict, List, Optional, Tuple, Type, Union @@ -48,6 +49,49 @@ warnings.simplefilter("once", DeprecationWarning) + +class FeatureViewState(enum.IntEnum): + """Lifecycle state of a feature view. + + Maps to the ``FeatureViewState`` proto enum defined in + ``protos/feast/core/FeatureView.proto``. + """ + + STATE_UNSPECIFIED = 0 + CREATED = 1 + GENERATED = 2 + MATERIALIZING = 3 + AVAILABLE_ONLINE = 4 + + def can_transition_to(self, target: "FeatureViewState") -> bool: + """Return True if transitioning from this state to *target* is allowed.""" + allowed = _VALID_STATE_TRANSITIONS.get(self, set()) + return target in allowed + + @classmethod + def from_proto(cls, proto_val: int) -> "FeatureViewState": + try: + return cls(proto_val) + except ValueError: + return cls.STATE_UNSPECIFIED + + def to_proto(self) -> int: + return self.value + + +# Valid state transitions: maps each state to the set of states it can move to. +_VALID_STATE_TRANSITIONS: dict[FeatureViewState, set[FeatureViewState]] = { + FeatureViewState.STATE_UNSPECIFIED: {FeatureViewState.CREATED}, + FeatureViewState.CREATED: {FeatureViewState.GENERATED}, + FeatureViewState.GENERATED: {FeatureViewState.MATERIALIZING}, + FeatureViewState.MATERIALIZING: { + FeatureViewState.AVAILABLE_ONLINE, + FeatureViewState.GENERATED, + }, + FeatureViewState.AVAILABLE_ONLINE: {FeatureViewState.MATERIALIZING}, +} + + # DUMMY_ENTITY is a placeholder entity used in entityless FeatureViews DUMMY_ENTITY_ID = "__dummy_id" DUMMY_ENTITY_NAME = "__dummy" @@ -113,6 +157,9 @@ class FeatureView(BaseFeatureView): materialization_intervals: List[Tuple[datetime, datetime]] mode: Optional[Union["TransformationMode", str]] enable_validation: bool + enabled: bool + state: FeatureViewState + _raw_feature_transformation_proto: Optional[Message] = None def __init__( self, @@ -132,6 +179,7 @@ def __init__( mode: Optional[Union["TransformationMode", str]] = None, enable_validation: bool = False, version: str = "latest", + enabled: bool = True, ): """ Creates a FeatureView object. @@ -289,6 +337,8 @@ def __init__( self.offline = offline self.mode = mode self.materialization_intervals = [] + self.enabled = enabled + self.state = FeatureViewState.STATE_UNSPECIFIED def __hash__(self): return super().__hash__() @@ -310,6 +360,7 @@ def __copy__(self): description=self.description, owner=self.owner, org=self.org, + enabled=self.enabled, ) # This is deliberately set outside of the FV initialization as we do not have the Entity objects. @@ -317,6 +368,7 @@ def __copy__(self): fv.features = copy.copy(self.features) fv.entity_columns = copy.copy(self.entity_columns) fv.projection = copy.copy(self.projection) + fv.state = self.state return fv def _schema_or_udf_changed(self, other: "BaseFeatureView") -> bool: @@ -481,7 +533,9 @@ def to_proto_spec( ] feature_transformation_proto = None - if hasattr(self, "feature_transformation") and self.feature_transformation: + if getattr(self, "_raw_feature_transformation_proto", None) is not None: + feature_transformation_proto = self._raw_feature_transformation_proto + elif hasattr(self, "feature_transformation") and self.feature_transformation: feature_transformation_proto = transformation_to_proto( self.feature_transformation ) @@ -505,6 +559,7 @@ def to_proto_spec( mode=mode_to_string(self.mode), enable_validation=self.enable_validation, version=self.version, + disabled=not self.enabled, ) def to_proto_meta(self): @@ -520,6 +575,8 @@ def to_proto_meta(self): meta.materialization_intervals.append(interval_proto) if self.current_version_number is not None: meta.current_version_number = self.current_version_number + if self.state != FeatureViewState.STATE_UNSPECIFIED: + meta.state = self.state.to_proto() return meta def get_ttl_duration(self): @@ -636,8 +693,14 @@ def _from_proto_internal( source=source_views if source_views else batch_source, # type: ignore[arg-type] sink_source=batch_source if source_views else None, mode=mode, - feature_transformation=transformation, + feature_transformation=transformation + if not skip_udf + else feature_transformation_proto, # type: ignore[arg-type] ) + if skip_udf: + feature_view._raw_feature_transformation_proto = ( + feature_transformation_proto + ) else: mode_from_spec = ( feature_view_proto.spec.mode if feature_view_proto.spec.mode else None @@ -685,6 +748,14 @@ def _from_proto_internal( # Restore enable_validation from proto field. feature_view.enable_validation = feature_view_proto.spec.enable_validation + # Restore enabled from proto's inverted 'disabled' field. + # Proto bool defaults to False, so old protos without this field + # will correctly default to enabled=True. + feature_view.enabled = not feature_view_proto.spec.disabled + + # Restore lifecycle state from meta. + feature_view.state = FeatureViewState.from_proto(feature_view_proto.meta.state) + # Restore version fields. spec_version = feature_view_proto.spec.version feature_view.version = spec_version or "latest" diff --git a/sdk/python/feast/infra/compute_engines/dag/context.py b/sdk/python/feast/infra/compute_engines/dag/context.py index 46eda356223..38b9a788872 100644 --- a/sdk/python/feast/infra/compute_engines/dag/context.py +++ b/sdk/python/feast/infra/compute_engines/dag/context.py @@ -42,6 +42,18 @@ def created_timestamp_column(self) -> Optional[str]: """ return self._get_mapped_column(self.created_ts_col) + @property + def join_keys_columns(self) -> List[str]: + """ + Get the join keys, mapped through field_mapping to their post-rename + column names. Use this when looking up columns on a DataFrame that has + already had its source columns renamed (e.g. inside DAG nodes that + consume the output of a source-read node). + """ + if not self.field_mapping: + return list(self.join_keys) + return [self.field_mapping.get(key, key) for key in self.join_keys] + def _get_mapped_column(self, column: Optional[str]) -> Optional[str]: """ Helper method to get the mapped column name if it exists in field_mapping. diff --git a/sdk/python/feast/infra/compute_engines/local/nodes.py b/sdk/python/feast/infra/compute_engines/local/nodes.py index 808231419cd..3274568671b 100644 --- a/sdk/python/feast/infra/compute_engines/local/nodes.py +++ b/sdk/python/feast/infra/compute_engines/local/nodes.py @@ -79,6 +79,10 @@ def execute(self, context: ExecutionContext) -> ArrowTableValue: for val in input_values: val.assert_format(DAGFormat.ARROW) + # The upstream source-read node has already renamed columns via + # field_mapping, so use the mapped join keys for joining (see #5942). + join_keys = self.column_info.join_keys_columns + # Convert all upstream ArrowTables to backend DataFrames joined_df = self.backend.from_arrow(input_values[0].data) for val in input_values[1:]: @@ -86,7 +90,7 @@ def execute(self, context: ExecutionContext) -> ArrowTableValue: joined_df = self.backend.join( joined_df, next_df, - on=self.column_info.join_keys, + on=join_keys, how=self.how, ) @@ -105,7 +109,7 @@ def execute(self, context: ExecutionContext) -> ArrowTableValue: joined_df = self.backend.join( entity_df, joined_df, - on=self.column_info.join_keys, + on=join_keys, how="left", ) @@ -193,8 +197,10 @@ def execute(self, context: ExecutionContext) -> ArrowTableValue: # Extract join_keys, timestamp, and created_ts from context - # Dedup strategy: sort and drop_duplicates - dedup_keys = self.column_info.join_keys + # Dedup strategy: sort and drop_duplicates. Use the mapped join key + # names so we look up the columns that the source-read node has + # already renamed (see issue #5942). + dedup_keys = self.column_info.join_keys_columns if dedup_keys: sort_keys = [self.column_info.timestamp_column] if ( diff --git a/sdk/python/feast/infra/compute_engines/ray/utils.py b/sdk/python/feast/infra/compute_engines/ray/utils.py index 5aa8c384cdd..9727f010ca4 100644 --- a/sdk/python/feast/infra/compute_engines/ray/utils.py +++ b/sdk/python/feast/infra/compute_engines/ray/utils.py @@ -3,7 +3,7 @@ """ import logging -from typing import TYPE_CHECKING, Callable, Dict, Union +from typing import TYPE_CHECKING, Any, Callable, Dict, Union import numpy as np import pandas as pd @@ -162,7 +162,10 @@ def _write_batch(batch: pa.Table) -> pa.Table: # Ray's map_batches requires a positive integer or "default" for batch_size; # None is not accepted. When no explicit batch size is configured, omit the # argument entirely so Ray uses its own default partitioning heuristic. - map_batches_kwargs = {"batch_format": "pyarrow", "zero_copy_batch": True} + map_batches_kwargs: dict[str, Any] = { + "batch_format": "pyarrow", + "zero_copy_batch": True, + } if batch_size is not None: map_batches_kwargs["batch_size"] = batch_size diff --git a/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile b/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile index 010447371a8..6eb4cc96418 100644 --- a/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile +++ b/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile @@ -1,4 +1,4 @@ -FROM registry.access.redhat.com/ubi9/python-312-minimal:1 +FROM registry.access.redhat.com/ubi9/python-312-minimal:latest USER 0 RUN microdnf install -y git gcc libpq-devel python3.12-devel && microdnf clean all diff --git a/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev b/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev index 4d85b621192..faf49c20903 100644 --- a/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev +++ b/sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev @@ -1,4 +1,4 @@ -FROM registry.access.redhat.com/ubi9/python-312-minimal:1 +FROM registry.access.redhat.com/ubi9/python-312-minimal:latest USER 0 RUN microdnf install -y npm git gcc libpq-devel python3.12-devel && microdnf clean all diff --git a/sdk/python/feast/infra/offline_stores/bigquery.py b/sdk/python/feast/infra/offline_stores/bigquery.py index 948cfcf1ff0..3d0f84bb3a5 100644 --- a/sdk/python/feast/infra/offline_stores/bigquery.py +++ b/sdk/python/feast/infra/offline_stores/bigquery.py @@ -161,13 +161,18 @@ def pull_latest_from_table_or_query( project=project_id, location=config.offline_store.location, ) + cast_style: Literal["date_func", "timestamp_func"] = ( + "date_func" + if data_source.timestamp_field_type == "DATE" + else "timestamp_func" + ) timestamp_filter = get_timestamp_filter_sql( start_date, end_date, timestamp_field, date_partition_column=data_source.date_partition_column, quote_fields=False, - cast_style="timestamp_func", + cast_style=cast_style, ) query = f""" SELECT @@ -220,13 +225,18 @@ def pull_all_from_table_or_query( + BigQueryOfflineStore._escape_query_columns(feature_name_columns) + timestamp_fields ) + cast_style: Literal["date_func", "timestamp_func"] = ( + "date_func" + if data_source.timestamp_field_type == "DATE" + else "timestamp_func" + ) timestamp_filter = get_timestamp_filter_sql( start_date, end_date, timestamp_field, date_partition_column=data_source.date_partition_column, quote_fields=False, - cast_style="timestamp_func", + cast_style=cast_style, ) query = f""" SELECT {field_string} @@ -434,11 +444,15 @@ def offline_write_batch( location=config.offline_store.location, ) + parquet_options = bigquery.ParquetOptions() + parquet_options.enable_list_inference = True + job_config = bigquery.LoadJobConfig( source_format=bigquery.SourceFormat.PARQUET, schema=arrow_schema_to_bq_schema(pa_schema), create_disposition=config.offline_store.table_create_disposition, write_disposition="WRITE_APPEND", # Default but included for clarity + parquet_options=parquet_options, ) with tempfile.TemporaryFile() as parquet_temp_file: @@ -934,10 +948,17 @@ def arrow_schema_to_bq_schema(arrow_schema: pyarrow.Schema) -> List[SchemaField] {% if loop.last %}{% else %}, {% endif %} {% endfor %} FROM {{ featureview.table_subquery }} + {% if featureview.timestamp_field_type == "DATE" %} + WHERE {{ featureview.timestamp_field }} <= DATE('{{ featureview.max_event_timestamp[:10] }}') + {% if featureview.ttl == 0 %}{% else %} + AND {{ featureview.timestamp_field }} >= DATE('{{ featureview.min_event_timestamp[:10] }}') + {% endif %} + {% else %} WHERE {{ featureview.timestamp_field }} <= '{{ featureview.max_event_timestamp }}' {% if featureview.ttl == 0 %}{% else %} AND {{ featureview.timestamp_field }} >= '{{ featureview.min_event_timestamp }}' {% endif %} + {% endif %} {% if featureview.date_partition_column %} AND {{ featureview.date_partition_column | backticks }} <= '{{ featureview.max_event_timestamp[:10] }}' {% if featureview.min_event_timestamp %} diff --git a/sdk/python/feast/infra/offline_stores/bigquery_source.py b/sdk/python/feast/infra/offline_stores/bigquery_source.py index 7b476afdcda..5fdc29a19fb 100644 --- a/sdk/python/feast/infra/offline_stores/bigquery_source.py +++ b/sdk/python/feast/infra/offline_stores/bigquery_source.py @@ -35,6 +35,7 @@ def __init__( created_timestamp_column: Optional[str] = "", field_mapping: Optional[Dict[str, str]] = None, date_partition_column: Optional[str] = None, + timestamp_field_type: Optional[str] = None, query: Optional[str] = None, description: Optional[str] = "", tags: Optional[Dict[str, str]] = None, @@ -54,6 +55,9 @@ def __init__( field_mapping (optional): A dictionary mapping of column names in this data source to feature names in a feature table or view. Only used for feature columns, not entities or timestamp columns. date_partition_column (optional): Timestamp column used for partitioning. + timestamp_field_type (optional): Type of the timestamp_field column. + Set to "DATE" when the event timestamp column is a DATE type, + so SQL generation uses date-only comparisons instead of TIMESTAMP(). query (optional): The query to be executed to obtain the features. When both 'table' and 'query' are provided, 'query' takes priority for reads. description (optional): A human-readable description. @@ -81,6 +85,7 @@ def __init__( created_timestamp_column=created_timestamp_column, field_mapping=field_mapping, date_partition_column=date_partition_column, + timestamp_field_type=timestamp_field_type, description=description, tags=tags, owner=owner, @@ -121,6 +126,7 @@ def from_proto(data_source: DataSourceProto): timestamp_field=data_source.timestamp_field, created_timestamp_column=data_source.created_timestamp_column, date_partition_column=data_source.date_partition_column, + 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), @@ -139,6 +145,7 @@ def _to_proto_impl(self) -> DataSourceProto: timestamp_field=self.timestamp_field, created_timestamp_column=self.created_timestamp_column, date_partition_column=self.date_partition_column, + timestamp_field_type=self.timestamp_field_type, ) return data_source_proto diff --git a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py index 1831959651f..5230797d94b 100644 --- a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py +++ b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py @@ -872,7 +872,7 @@ def windowed_temporal_join( ) combined_ds = entity_windowed.union(feature_windowed) result_ds = combined_ds.map_batches( - self._apply_windowed_point_in_time_logic, + self._apply_windowed_point_in_time_logic, # type: ignore[arg-type] batch_format="pandas", fn_kwargs={ "timestamp_field": timestamp_field, diff --git a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_offline_store_reader.py b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_offline_store_reader.py index d915c596de8..ecea76842a2 100644 --- a/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_offline_store_reader.py +++ b/sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray_offline_store_reader.py @@ -85,18 +85,14 @@ def load_ray_dataset_from_source(source: Any) -> Any: return ray_wrapper.read_webdataset(path, **opts) if reader_type == "huggingface": - from datasets import load_dataset - dataset_name = opts.get("dataset_name") or path split = opts.get("split", "train") - # trust_remote_code was removed in datasets>=3.0; skip silently if present. extra = { k: v for k, v in opts.items() if k not in ("dataset_name", "split", "trust_remote_code") } - hf_dataset = load_dataset(dataset_name, split=split, **extra) - return ray_wrapper.from_huggingface(hf_dataset) + return ray_wrapper.from_huggingface(dataset_name, split=split, **extra) if reader_type == "mongo": return ray_wrapper.read_mongo( 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 33190bd4635..0f77d6e18fc 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 @@ -1,6 +1,15 @@ +import logging import uuid from datetime import date, datetime -from typing import Any, Dict, List, Literal, Optional, Tuple, Union +from typing import ( + Any, + Dict, + List, + Literal, + Optional, + Tuple, + Union, +) import numpy as np import pandas as pd @@ -37,6 +46,8 @@ from feast.repo_config import FeastConfigBaseModel, RepoConfig from feast.saved_dataset import SavedDatasetStorage +logger = logging.getLogger(__name__) + class BasicAuthModel(FeastConfigBaseModel): username: StrictStr @@ -183,6 +194,7 @@ def __init__( full_feature_names: bool, on_demand_feature_views: Optional[List[OnDemandFeatureView]] = None, metadata: Optional[RetrievalMetadata] = None, + temp_table: Optional[str] = None, ): self._query = query self._client = client @@ -190,6 +202,8 @@ def __init__( self._full_feature_names = full_feature_names self._on_demand_feature_views = on_demand_feature_views or [] self._metadata = metadata + self._temp_table = temp_table + self._cleaned_up = False @property def full_feature_names(self) -> bool: @@ -199,11 +213,29 @@ def full_feature_names(self) -> bool: def on_demand_feature_views(self) -> List[OnDemandFeatureView]: return self._on_demand_feature_views + def _drop_temp_table(self) -> None: + if self._cleaned_up or not self._temp_table: + return + self._cleaned_up = True + try: + self._client.execute_query(f"DROP TABLE IF EXISTS {self._temp_table}") + except Exception: + logger.exception( + "Failed to drop temporary entity table %s", + self._temp_table, + ) + + def __del__(self) -> None: + self._drop_temp_table() + def _to_df_internal(self, timeout: Optional[int] = None) -> pd.DataFrame: """Return dataset as Pandas DataFrame synchronously including on demand transforms""" - results = self._client.execute_query(query_text=self._query) - self.pyarrow_schema = results.pyarrow_schema - return results.to_dataframe() + try: + results = self._client.execute_query(query_text=self._query) + self.pyarrow_schema = results.pyarrow_schema + return results.to_dataframe() + finally: + self._drop_temp_table() def _to_arrow_internal(self, timeout: Optional[int] = None) -> pyarrow.Table: """Return payrrow dataset as synchronously including on demand transforms""" @@ -234,8 +266,11 @@ def to_trino( destination_table = f"{self._client.catalog}.{self._config.offline_store.dataset}.historical_{today}_{rand_id}" # TODO: Implement the timeout logic - query = f"CREATE TABLE {destination_table} AS ({self._query})" - self._client.execute_query(query_text=query) + try: + create_query = f"CREATE TABLE {destination_table} AS ({self._query})" + self._client.execute_query(query_text=create_query) + finally: + self._drop_temp_table() return destination_table def persist( @@ -372,11 +407,12 @@ def get_historical_features( ) # Generate the Trino SQL query from the query context + entity_table_ref = table_reference if type(entity_df) is str: - table_reference = f"({entity_df})" + entity_table_ref = f"({entity_df})" query = offline_utils.build_point_in_time_query( query_context, - left_table_query_string=table_reference, + left_table_query_string=entity_table_ref, entity_df_event_timestamp_col=entity_df_event_timestamp_col, entity_df_columns=entity_schema.keys(), query_template=MULTIPLE_FEATURE_VIEW_POINT_IN_TIME_JOIN, @@ -385,6 +421,7 @@ def get_historical_features( return TrinoRetrievalJob( query=query, + temp_table=table_reference if isinstance(entity_df, pd.DataFrame) else None, client=client, config=config, full_feature_names=full_feature_names, @@ -483,8 +520,6 @@ def _upload_entity_df_and_get_entity_schema( else: raise InvalidEntityType(type(entity_df)) - # TODO: Ensure that the table expires after some time - def _get_trino_client(config: RepoConfig) -> Trino: auth = None diff --git a/sdk/python/feast/infra/offline_stores/offline_utils.py b/sdk/python/feast/infra/offline_stores/offline_utils.py index 5664e6f45a6..fee87dde595 100644 --- a/sdk/python/feast/infra/offline_stores/offline_utils.py +++ b/sdk/python/feast/infra/offline_stores/offline_utils.py @@ -98,6 +98,7 @@ class FeatureViewQueryContext: date_partition_column: Optional[ str ] # this attribute is added because partition pruning affects Athena's query performance. + timestamp_field_type: Optional[str] def get_feature_view_query_context( @@ -160,6 +161,10 @@ def get_feature_view_query_context( feature_view.batch_source.date_partition_column, ) + timestamp_field_type = getattr( + feature_view.batch_source, "timestamp_field_type", "" + ) + max_event_timestamp = to_naive_utc(entity_df_timestamp_range[1]).isoformat() min_event_timestamp = None if feature_view.ttl: @@ -181,6 +186,7 @@ def get_feature_view_query_context( min_event_timestamp=min_event_timestamp, max_event_timestamp=max_event_timestamp, date_partition_column=date_partition_column, + timestamp_field_type=timestamp_field_type or None, ) query_context.append(context) @@ -340,7 +346,7 @@ def get_timestamp_filter_sql( date_partition_column: Optional[str] = None, tz: Optional[timezone] = None, cast_style: Literal[ - "timestamp", "timestamp_func", "timestamptz", "raw" + "timestamp", "timestamp_func", "timestamptz", "raw", "date_func" ] = "timestamp", date_time_separator: str = "T", quote_fields: bool = True, @@ -355,10 +361,11 @@ def get_timestamp_filter_sql( date_partition_column: optional partition column (for pruning) tz: optional timezone for datetime inputs cast_style: one of: - - "timestamp": TIMESTAMP '...' → Common Sql engine Snowflake, Redshift etc. + - "timestamp": TIMESTAMP '...' → Common Sql engine Snowflake, Redshift etc. - "timestamp_func": TIMESTAMP('...') → BigQuery, Couchbase etc. - "timestamptz": '...'::timestamptz → PostgreSQL - "raw": '...' → no cast, string only + - "date_func": DATE('...') → BigQuery DATE columns date_time_separator: separator for datetime strings (default is "T") (e.g. "2023-10-01T00:00:00" or "2023-10-01 00:00:00") quote_fields: whether to quote the timestamp and partition column names @@ -384,6 +391,9 @@ def format_casted_ts(val: Union[str, datetime]) -> str: return f"TIMESTAMP '{val_str}'" elif cast_style == "timestamp_func": return f"TIMESTAMP('{val_str}')" + elif cast_style == "date_func": + date_str = val_str[:10] if len(val_str) >= 10 else val_str + return f"DATE('{date_str}')" elif cast_style == "timestamptz": return f"'{val_str}'::{cast_style}" else: diff --git a/sdk/python/feast/infra/online_stores/dynamodb.py b/sdk/python/feast/infra/online_stores/dynamodb.py index 1998167e4b0..8781f6bc91f 100644 --- a/sdk/python/feast/infra/online_stores/dynamodb.py +++ b/sdk/python/feast/infra/online_stores/dynamodb.py @@ -504,7 +504,7 @@ def online_read( # For single batch, no parallelization overhead needed if len(batches) == 1: batch_entity_ids = self._to_resource_batch_get_payload( - online_config, table_name, batches[0] + online_config, table_name, batches[0], requested_features ) response = dynamodb_resource.batch_get_item(RequestItems=batch_entity_ids) return self._process_batch_get_response(table_name, response, batches[0]) @@ -520,7 +520,7 @@ def online_read( def fetch_batch(batch: List[str]) -> Dict[str, Any]: batch_entity_ids = self._to_client_batch_get_payload( - online_config, table_name, batch + online_config, table_name, batch, requested_features ) return dynamodb_client.batch_get_item(RequestItems=batch_entity_ids) @@ -599,7 +599,7 @@ def to_tbl_resp(raw_client_response): if not batch: break entity_id_batch = self._to_client_batch_get_payload( - online_config, table_name, batch + online_config, table_name, batch, requested_features ) batches.append(batch) entity_id_batches.append(entity_id_batch) @@ -760,21 +760,56 @@ def _to_entity_ids(config: RepoConfig, entity_keys: List[EntityKeyProto]): ] @staticmethod - def _to_resource_batch_get_payload(online_config, table_name, batch): - return { - table_name: { - "Keys": [{"entity_id": entity_id} for entity_id in batch], - "ConsistentRead": online_config.consistent_reads, - } + def _to_resource_batch_get_payload( + online_config, table_name, batch, requested_features=None + ): + payload: Dict[str, Any] = { + "Keys": [{"entity_id": entity_id} for entity_id in batch], + "ConsistentRead": online_config.consistent_reads, + } + projection = DynamoDBOnlineStore._build_projection_expression( + requested_features + ) + if projection: + payload["ProjectionExpression"] = projection["ProjectionExpression"] + payload["ExpressionAttributeNames"] = projection["ExpressionAttributeNames"] + return {table_name: payload} + + @staticmethod + def _to_client_batch_get_payload( + online_config, table_name, batch, requested_features=None + ): + payload: Dict[str, Any] = { + "Keys": [{"entity_id": {"S": entity_id}} for entity_id in batch], + "ConsistentRead": online_config.consistent_reads, } + projection = DynamoDBOnlineStore._build_projection_expression( + requested_features + ) + if projection: + payload["ProjectionExpression"] = projection["ProjectionExpression"] + payload["ExpressionAttributeNames"] = projection["ExpressionAttributeNames"] + return {table_name: payload} @staticmethod - def _to_client_batch_get_payload(online_config, table_name, batch): + def _build_projection_expression( + requested_features: Optional[List[str]], + ) -> Optional[Dict[str, Any]]: + if not requested_features: + return None + attr_names: Dict[str, str] = { + "#entity_id": "entity_id", + "#event_ts": "event_ts", + "#vals": "values", + } + projections = ["#entity_id", "#event_ts"] + for i, feat in enumerate(requested_features): + alias = f"#feat{i}" + attr_names[alias] = feat + projections.append(f"#vals.{alias}") return { - table_name: { - "Keys": [{"entity_id": {"S": entity_id}} for entity_id in batch], - "ConsistentRead": online_config.consistent_reads, - } + "ProjectionExpression": ", ".join(projections), + "ExpressionAttributeNames": attr_names, } def update_online_store( diff --git a/sdk/python/feast/infra/ray_initializer.py b/sdk/python/feast/infra/ray_initializer.py index 9504e46a2b8..556eb20da66 100644 --- a/sdk/python/feast/infra/ray_initializer.py +++ b/sdk/python/feast/infra/ray_initializer.py @@ -262,9 +262,14 @@ def _connection_factory(): return ray.data.read_sql(sql, _connection_factory, **kwargs) - def from_huggingface(self, dataset: Any, **kwargs) -> Any: - """Convert a HuggingFace datasets.Dataset to a Ray Dataset.""" - return ray.data.from_huggingface(dataset, **kwargs) + def from_huggingface( + self, dataset_name: str, split: str = "train", **kwargs + ) -> Any: + """Load a HuggingFace dataset and convert to a Ray Dataset.""" + from datasets import load_dataset + + hf_dataset = load_dataset(dataset_name, split=split, **kwargs) + return ray.data.from_huggingface(hf_dataset) def from_pandas(self, df: Any) -> Any: """Create dataset from pandas DataFrame using standard Ray.""" @@ -282,12 +287,13 @@ def __init__( self, cluster_name: str, namespace: str, - auth_token: str, - auth_server: str, + auth_token: str = "", + auth_server: str = "", skip_tls: bool = False, enable_logging: bool = False, num_gpus: float = 0, worker_task_options: Optional[Dict[str, Any]] = None, + runtime_env: Optional[Dict[str, Any]] = None, ): """Initialize CodeFlare Ray wrapper with cluster connection parameters.""" self.cluster_name = cluster_name @@ -298,6 +304,7 @@ def __init__( self.enable_logging = enable_logging self.num_gpus = num_gpus self.worker_task_options = worker_task_options or {} + self.extra_runtime_env = runtime_env or {} self.cluster = None # Authenticate and setup Ray connection @@ -305,7 +312,12 @@ def __init__( self._setup_ray_connection() def _authenticate_codeflare(self): - """Authenticate with CodeFlare SDK.""" + """Authenticate with CodeFlare SDK. Skipped for in-cluster pods with no explicit token.""" + if not self.auth_token or not self.auth_server: + logger.info( + "No auth_token/auth_server provided; assuming in-cluster auth via service account" + ) + return try: from codeflare_sdk import TokenAuthentication @@ -339,6 +351,18 @@ def _setup_ray_connection(self): "pip": ["feast"], "env_vars": {"RAY_DISABLE_IMPORT_WARNING": "1"}, } + if self.extra_runtime_env: + extra_pip = self.extra_runtime_env.get("pip", []) + if extra_pip: + runtime_env["pip"] = list( + dict.fromkeys(runtime_env["pip"] + extra_pip) + ) + extra_env_vars = self.extra_runtime_env.get("env_vars", {}) + if extra_env_vars: + runtime_env["env_vars"].update(extra_env_vars) + for k, v in self.extra_runtime_env.items(): + if k not in ("pip", "env_vars"): + runtime_env[k] = v ray.shutdown() @@ -527,23 +551,28 @@ def _factory(): remote_fn = _remote.options(**opts) if opts else _remote return RemoteDatasetProxy(remote_fn.remote(sql, connection_url, kwargs)) - def from_huggingface(self, dataset: Any, **kwargs) -> Any: - """Convert a HuggingFace dataset - dispatched via @ray.remote to cluster workers. + def from_huggingface( + self, dataset_name: str, split: str = "train", **kwargs + ) -> Any: + """Load a HuggingFace dataset on a remote Ray worker and return a Ray Dataset. - Serialises the HuggingFace dataset and runs ray.data.from_huggingface() - on the cluster so the Ray Client driver is not involved in Ray Data ops. + The dataset is loaded directly on the worker to avoid serializing + memory-mapped HF Dataset objects across the network and to keep + driver memory usage near zero. """ from feast.infra.ray_shared_utils import RemoteDatasetProxy @ray.remote - def _remote(hf_dataset, read_kwargs): + def _remote(ds_name, ds_split, extra_kwargs): import ray + from datasets import load_dataset - return ray.data.from_huggingface(hf_dataset, **read_kwargs) + hf_dataset = load_dataset(ds_name, split=ds_split, **extra_kwargs) + return ray.data.from_huggingface(hf_dataset) opts = self._get_task_options() remote_fn = _remote.options(**opts) if opts else _remote - return RemoteDatasetProxy(remote_fn.remote(dataset, kwargs)) + return RemoteDatasetProxy(remote_fn.remote(dataset_name, split, kwargs)) def from_pandas(self, df: Any) -> Any: """Create dataset from pandas DataFrame - dispatched via @ray.remote.""" @@ -764,12 +793,13 @@ def _initialize_kuberay(config: Any, enable_logging: bool = False) -> None: _ray_wrapper = CodeFlareRayWrapper( cluster_name=kuberay_config["cluster_name"], namespace=kuberay_config["namespace"], - auth_token=kuberay_config["auth_token"], - auth_server=kuberay_config["auth_server"], + auth_token=kuberay_config.get("auth_token", ""), + auth_server=kuberay_config.get("auth_server", ""), skip_tls=kuberay_config.get("skip_tls", False), enable_logging=enable_logging, num_gpus=getattr(config, "num_gpus", 0) or 0, worker_task_options=getattr(config, "worker_task_options", None), + runtime_env=kuberay_config.get("runtime_env"), ) logger.info("KubeRay cluster connection established via CodeFlare SDK") diff --git a/sdk/python/feast/infra/registry/base_registry.py b/sdk/python/feast/infra/registry/base_registry.py index da4f291bc44..f0478312079 100644 --- a/sdk/python/feast/infra/registry/base_registry.py +++ b/sdk/python/feast/infra/registry/base_registry.py @@ -368,6 +368,7 @@ def list_stream_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[StreamFeatureView]: """ Retrieve a list of stream feature views from the registry @@ -376,6 +377,7 @@ def list_stream_feature_views( project: Filter stream feature views based on project name allow_cache: Whether to allow returning stream feature views from a cached registry tags: Filter by tags + skip_udf: Skip deserializing UDFs (for metadata-only operations) Returns: List of stream feature views @@ -407,6 +409,7 @@ def list_on_demand_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: """ Retrieve a list of on demand feature views from the registry @@ -415,6 +418,7 @@ def list_on_demand_feature_views( project: Filter on demand feature views based on project name allow_cache: Whether to allow returning on demand feature views from a cached registry tags: Filter by tags + skip_udf: Skip deserializing UDFs (for metadata-only operations) Returns: List of on demand feature views @@ -446,6 +450,7 @@ def list_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[FeatureView]: """ Retrieve a list of feature views from the registry @@ -454,6 +459,7 @@ def list_feature_views( allow_cache: Allow returning feature views from the cached registry project: Filter feature views based on project name tags: Filter by tags + skip_udf: Skip deserializing UDFs (for metadata-only operations) Returns: List of feature views @@ -484,6 +490,7 @@ def list_all_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[BaseFeatureView]: """ Retrieve a list of feature views of all types from the registry @@ -492,6 +499,7 @@ def list_all_feature_views( allow_cache: Allow returning feature views from the cached registry project: Filter feature views based on project name tags: Filter by tags + skip_udf: Skip deserializing UDFs (for metadata-only operations) Returns: List of feature views diff --git a/sdk/python/feast/infra/registry/caching_registry.py b/sdk/python/feast/infra/registry/caching_registry.py index ad6714d9796..2e15272cf05 100644 --- a/sdk/python/feast/infra/registry/caching_registry.py +++ b/sdk/python/feast/infra/registry/caching_registry.py @@ -121,7 +121,7 @@ def get_any_feature_view( @abstractmethod def _list_all_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs: Any ) -> List[BaseFeatureView]: pass @@ -130,13 +130,14 @@ def list_all_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[BaseFeatureView]: if allow_cache: self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_all_feature_views( - self.cached_registry_proto, project, tags + self.cached_registry_proto, project, tags, skip_udf=skip_udf ) - return self._list_all_feature_views(project, tags) + return self._list_all_feature_views(project, tags, skip_udf=skip_udf) @abstractmethod def _get_feature_view(self, name: str, project: str) -> FeatureView: @@ -154,7 +155,7 @@ def get_feature_view( @abstractmethod def _list_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs: Any ) -> List[FeatureView]: pass @@ -163,13 +164,14 @@ def list_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[FeatureView]: if allow_cache: self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_feature_views( - self.cached_registry_proto, project, tags + self.cached_registry_proto, project, tags, skip_udf=skip_udf ) - return self._list_feature_views(project, tags) + return self._list_feature_views(project, tags, skip_udf=skip_udf) @abstractmethod def _get_on_demand_feature_view( @@ -189,7 +191,7 @@ def get_on_demand_feature_view( @abstractmethod def _list_on_demand_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs: Any ) -> List[OnDemandFeatureView]: pass @@ -198,13 +200,14 @@ def list_on_demand_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: if allow_cache: self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_on_demand_feature_views( - self.cached_registry_proto, project, tags + self.cached_registry_proto, project, tags, skip_udf=skip_udf ) - return self._list_on_demand_feature_views(project, tags) + return self._list_on_demand_feature_views(project, tags, skip_udf=skip_udf) @abstractmethod def _get_stream_feature_view(self, name: str, project: str) -> StreamFeatureView: @@ -222,7 +225,7 @@ def get_stream_feature_view( @abstractmethod def _list_stream_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs: Any ) -> List[StreamFeatureView]: pass @@ -231,13 +234,14 @@ def list_stream_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[StreamFeatureView]: if allow_cache: self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_stream_feature_views( - self.cached_registry_proto, project, tags + self.cached_registry_proto, project, tags, skip_udf=skip_udf ) - return self._list_stream_feature_views(project, tags) + return self._list_stream_feature_views(project, tags, skip_udf=skip_udf) @abstractmethod def _get_feature_service(self, name: str, project: str) -> FeatureService: diff --git a/sdk/python/feast/infra/registry/proto_registry_utils.py b/sdk/python/feast/infra/registry/proto_registry_utils.py index 82b7f3e8aaa..e315e3b706c 100644 --- a/sdk/python/feast/infra/registry/proto_registry_utils.py +++ b/sdk/python/feast/infra/registry/proto_registry_utils.py @@ -57,15 +57,19 @@ def wrapper( registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]], + **kwargs, ): nonlocal cache_key, cache_value - key = tuple([id(registry_proto), registry_proto.version_id, project, tags]) + kwargs_key = tuple(sorted(kwargs.items())) if kwargs else () + key = tuple( + [id(registry_proto), registry_proto.version_id, project, tags, kwargs_key] + ) if key == cache_key: return cache_value else: - cache_value = func(registry_proto, project, tags) + cache_value = func(registry_proto, project, tags, **kwargs) cache_key = key return cache_value @@ -279,31 +283,42 @@ def list_feature_services( @registry_proto_cache_with_tags def list_all_feature_views( - registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]] + registry_proto: RegistryProto, + project: str, + tags: Optional[dict[str, str]], + skip_udf: bool = False, ) -> List[BaseFeatureView]: return ( - list_feature_views(registry_proto, project, tags) - + list_stream_feature_views(registry_proto, project, tags) - + list_on_demand_feature_views(registry_proto, project, tags) + list_feature_views(registry_proto, project, tags, skip_udf=skip_udf) + + list_stream_feature_views(registry_proto, project, tags, skip_udf=skip_udf) + + list_on_demand_feature_views(registry_proto, project, tags, skip_udf=skip_udf) ) @registry_proto_cache_with_tags def list_feature_views( - registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]] + registry_proto: RegistryProto, + project: str, + tags: Optional[dict[str, str]], + skip_udf: bool = False, ) -> List[FeatureView]: feature_views: List[FeatureView] = [] for feature_view_proto in registry_proto.feature_views: if feature_view_proto.spec.project == project and utils.has_all_tags( feature_view_proto.spec.tags, tags ): - feature_views.append(FeatureView.from_proto(feature_view_proto)) + feature_views.append( + FeatureView.from_proto(feature_view_proto, skip_udf=skip_udf) + ) return feature_views @registry_proto_cache_with_tags def list_stream_feature_views( - registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]] + registry_proto: RegistryProto, + project: str, + tags: Optional[dict[str, str]], + skip_udf: bool = False, ) -> List[StreamFeatureView]: stream_feature_views = [] for stream_feature_view in registry_proto.stream_feature_views: @@ -311,14 +326,17 @@ def list_stream_feature_views( stream_feature_view.spec.tags, tags ): stream_feature_views.append( - StreamFeatureView.from_proto(stream_feature_view) + StreamFeatureView.from_proto(stream_feature_view, skip_udf=skip_udf) ) return stream_feature_views @registry_proto_cache_with_tags def list_on_demand_feature_views( - registry_proto: RegistryProto, project: str, tags: Optional[dict[str, str]] + registry_proto: RegistryProto, + project: str, + tags: Optional[dict[str, str]], + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: on_demand_feature_views = [] for on_demand_feature_view in registry_proto.on_demand_feature_views: @@ -326,7 +344,9 @@ def list_on_demand_feature_views( on_demand_feature_view.spec.tags, tags ): on_demand_feature_views.append( - OnDemandFeatureView.from_proto(on_demand_feature_view) + OnDemandFeatureView.from_proto( + on_demand_feature_view, skip_udf=skip_udf + ) ) return on_demand_feature_views diff --git a/sdk/python/feast/infra/registry/registry.py b/sdk/python/feast/infra/registry/registry.py index f3437b08f30..d658d68bc24 100644 --- a/sdk/python/feast/infra/registry/registry.py +++ b/sdk/python/feast/infra/registry/registry.py @@ -39,7 +39,7 @@ ValidationReferenceNotFound, ) from feast.feature_service import FeatureService -from feast.feature_view import FeatureView +from feast.feature_view import FeatureView, FeatureViewState from feast.importer import import_class from feast.infra.infra_object import Infra from feast.infra.registry import proto_registry_utils @@ -580,6 +580,20 @@ def _update_metadata_fields( updated_fv, "enable_validation" ) + # Enabled/disabled state + if hasattr(existing_proto.spec, "disabled") and hasattr(updated_fv, "enabled"): + existing_proto.spec.disabled = not getattr(updated_fv, "enabled") + + # Lifecycle state — skip STATE_UNSPECIFIED so that ``feast apply`` + # does not accidentally reset an AVAILABLE_ONLINE view. + if hasattr(existing_proto.meta, "state") and hasattr(updated_fv, "state"): + state_val = getattr(updated_fv, "state") + if ( + isinstance(state_val, FeatureViewState) + and state_val != FeatureViewState.STATE_UNSPECIFIED + ): + existing_proto.meta.state = state_val.to_proto() + # OnDemandFeatureView configuration if hasattr(existing_proto.spec, "write_to_online_store") and hasattr( updated_fv, "write_to_online_store" @@ -764,7 +778,7 @@ def apply_feature_view( self._prepare_registry_for_changes(project) assert self.cached_registry_proto - self._check_conflicting_feature_view_names(feature_view) + self._check_conflicting_feature_view_names(feature_view, project) existing_feature_views_of_same_type: RepeatedCompositeFieldContainer if isinstance(feature_view, StreamFeatureView): existing_feature_views_of_same_type = ( @@ -877,12 +891,13 @@ def list_stream_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[StreamFeatureView]: registry_proto = self._get_registry_proto( project=project, allow_cache=allow_cache ) return proto_registry_utils.list_stream_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) def list_on_demand_feature_views( @@ -890,12 +905,13 @@ def list_on_demand_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: registry_proto = self._get_registry_proto( project=project, allow_cache=allow_cache ) return proto_registry_utils.list_on_demand_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) def get_on_demand_feature_view( @@ -941,6 +957,9 @@ def apply_materialization( (start_date, end_date) ) existing_feature_view.last_updated_timestamp = _utc_now() + # Transition state to AVAILABLE_ONLINE after materialization. + if hasattr(existing_feature_view, "state"): + existing_feature_view.state = FeatureViewState.AVAILABLE_ONLINE feature_view_proto = existing_feature_view.to_proto() feature_view_proto.spec.project = project del self.cached_registry_proto.feature_views[idx] @@ -963,6 +982,11 @@ def apply_materialization( (start_date, end_date) ) existing_stream_feature_view.last_updated_timestamp = _utc_now() + # Transition state to AVAILABLE_ONLINE after materialization. + if hasattr(existing_stream_feature_view, "state"): + existing_stream_feature_view.state = ( + FeatureViewState.AVAILABLE_ONLINE + ) stream_feature_view_proto = existing_stream_feature_view.to_proto() stream_feature_view_proto.spec.project = project del self.cached_registry_proto.stream_feature_views[idx] @@ -978,12 +1002,13 @@ def list_all_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[BaseFeatureView]: registry_proto = self._get_registry_proto( project=project, allow_cache=allow_cache ) return proto_registry_utils.list_all_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) def get_any_feature_view( @@ -999,11 +1024,14 @@ def list_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[FeatureView]: registry_proto = self._get_registry_proto( project=project, allow_cache=allow_cache ) - return proto_registry_utils.list_feature_views(registry_proto, project, tags) + return proto_registry_utils.list_feature_views( + registry_proto, project, tags, skip_udf=skip_udf + ) def get_feature_view( self, name: str, project: str, allow_cache: bool = False @@ -1360,23 +1388,32 @@ def _get_registry_proto( return registry_proto - def _check_conflicting_feature_view_names(self, feature_view: BaseFeatureView): - name_to_fv_protos = self._existing_feature_view_names_to_fvs() + def _check_conflicting_feature_view_names( + self, feature_view: BaseFeatureView, project: str + ): + name_to_fv_protos = self._existing_feature_view_names_to_fvs(project) if feature_view.name in name_to_fv_protos: if not isinstance( name_to_fv_protos.get(feature_view.name), feature_view.proto_class ): raise ConflictingFeatureViewNames(feature_view.name) - def _existing_feature_view_names_to_fvs(self) -> Dict[str, Message]: + def _existing_feature_view_names_to_fvs(self, project: str) -> Dict[str, Message]: assert self.cached_registry_proto odfvs = { fv.spec.name: fv for fv in self.cached_registry_proto.on_demand_feature_views + if fv.spec.project == project + } + fvs = { + fv.spec.name: fv + for fv in self.cached_registry_proto.feature_views + if fv.spec.project == project } - fvs = {fv.spec.name: fv for fv in self.cached_registry_proto.feature_views} sfv = { - fv.spec.name: fv for fv in self.cached_registry_proto.stream_feature_views + fv.spec.name: fv + for fv in self.cached_registry_proto.stream_feature_views + if fv.spec.project == project } return {**odfvs, **fvs, **sfv} diff --git a/sdk/python/feast/infra/registry/remote.py b/sdk/python/feast/infra/registry/remote.py index c553a55f754..ac5961cd677 100644 --- a/sdk/python/feast/infra/registry/remote.py +++ b/sdk/python/feast/infra/registry/remote.py @@ -268,6 +268,7 @@ def list_stream_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[StreamFeatureView]: request = RegistryServer_pb2.ListStreamFeatureViewsRequest( project=project, allow_cache=allow_cache, tags=tags @@ -292,6 +293,7 @@ def list_on_demand_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: request = RegistryServer_pb2.ListOnDemandFeatureViewsRequest( project=project, allow_cache=allow_cache, tags=tags @@ -320,6 +322,7 @@ def list_all_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[BaseFeatureView]: request = RegistryServer_pb2.ListAllFeatureViewsRequest( project=project, allow_cache=allow_cache, tags=tags @@ -347,6 +350,7 @@ def list_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[FeatureView]: request = RegistryServer_pb2.ListFeatureViewsRequest( project=project, allow_cache=allow_cache, tags=tags diff --git a/sdk/python/feast/infra/registry/snowflake.py b/sdk/python/feast/infra/registry/snowflake.py index 6382fa1c010..ca98ed3a0c9 100644 --- a/sdk/python/feast/infra/registry/snowflake.py +++ b/sdk/python/feast/infra/registry/snowflake.py @@ -643,25 +643,30 @@ def list_all_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[BaseFeatureView]: if allow_cache: registry_proto = self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_all_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) return ( cast( list[BaseFeatureView], - self.list_feature_views(project, allow_cache, tags), + self.list_feature_views(project, allow_cache, tags, skip_udf=skip_udf), ) + cast( list[BaseFeatureView], - self.list_stream_feature_views(project, allow_cache, tags), + self.list_stream_feature_views( + project, allow_cache, tags, skip_udf=skip_udf + ), ) + cast( list[BaseFeatureView], - self.list_on_demand_feature_views(project, allow_cache, tags), + self.list_on_demand_feature_views( + project, allow_cache, tags, skip_udf=skip_udf + ), ) ) @@ -859,11 +864,12 @@ def list_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[FeatureView]: if allow_cache: registry_proto = self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) return self._list_objects( "FEATURE_VIEWS", @@ -872,6 +878,7 @@ def list_feature_views( FeatureView, "FEATURE_VIEW_PROTO", tags=tags, + skip_udf=skip_udf, ) def list_on_demand_feature_views( @@ -879,11 +886,12 @@ def list_on_demand_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[OnDemandFeatureView]: if allow_cache: registry_proto = self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_on_demand_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) return self._list_objects( "ON_DEMAND_FEATURE_VIEWS", @@ -892,6 +900,7 @@ def list_on_demand_feature_views( OnDemandFeatureView, "ON_DEMAND_FEATURE_VIEW_PROTO", tags=tags, + skip_udf=skip_udf, ) def list_saved_datasets( @@ -919,11 +928,12 @@ def list_stream_feature_views( project: str, allow_cache: bool = False, tags: Optional[dict[str, str]] = None, + skip_udf: bool = False, ) -> List[StreamFeatureView]: if allow_cache: registry_proto = self._refresh_cached_registry_if_necessary() return proto_registry_utils.list_stream_feature_views( - registry_proto, project, tags + registry_proto, project, tags, skip_udf=skip_udf ) return self._list_objects( "STREAM_FEATURE_VIEWS", @@ -931,6 +941,7 @@ def list_stream_feature_views( StreamFeatureViewProto, StreamFeatureView, "STREAM_FEATURE_VIEW_PROTO", + skip_udf=skip_udf, tags=tags, ) @@ -957,7 +968,20 @@ def _list_objects( python_class: Any, proto_field_name: str, tags: Optional[dict[str, str]] = None, + proto_only: bool = False, + skip_udf: bool = False, ): + """ + Args: + proto_only: If True, return raw protobuf objects without calling + from_proto(). Used by proto() to build the RegistryProto cache + efficiently — avoids the from_proto()/to_proto() round-trip and + works uniformly for all object types (entities, data sources, etc.). + skip_udf: If True, call from_proto() but skip deserializing UDFs + (dill.loads). Returns Python objects suitable for filtering and + display without requiring the UDF's source module to be installed. + Only relevant for feature view types. + """ with GetSnowflakeConnection(self.registry_config) as conn: query = f""" SELECT @@ -971,11 +995,17 @@ def _list_objects( if not df.empty: objects = [] for row in df.iterrows(): - obj = python_class.from_proto( - proto_class.FromString(row[1][proto_field_name]) - ) - if has_all_tags(obj.tags, tags): - objects.append(obj) + proto = proto_class.FromString(row[1][proto_field_name]) + if proto_only: + objects.append(proto) + else: + obj = ( + python_class.from_proto(proto, skip_udf=skip_udf) + if skip_udf + else python_class.from_proto(proto) + ) + if has_all_tags(obj.tags, tags): + objects.append(obj) return objects return [] @@ -1134,28 +1164,90 @@ def process_project(project: Project): r.projects.extend([project.to_proto()]) last_updated_timestamps.append(last_updated_timestamp) - for lister, registry_proto_field in [ - (self.list_entities, r.entities), - (self.list_feature_views, r.feature_views), - (self.list_data_sources, r.data_sources), - (self.list_on_demand_feature_views, r.on_demand_feature_views), - (self.list_stream_feature_views, r.stream_feature_views), - (self.list_feature_services, r.feature_services), - (self.list_saved_datasets, r.saved_datasets), - (self.list_validation_references, r.validation_references), - (self.list_permissions, r.permissions), + # proto_only=True: return raw protos without calling from_proto(), + # which would trigger dill.loads() on UDFs and fail for cross-project + # modules. _list_objects hits the DB directly (no cache), avoiding + # infinite recursion since proto() itself builds the cache. + for ( + table, + proto_class, + python_class, + proto_field_name, + registry_proto_field, + ) in [ + ("ENTITIES", EntityProto, Entity, "ENTITY_PROTO", r.entities), + ( + "FEATURE_VIEWS", + FeatureViewProto, + FeatureView, + "FEATURE_VIEW_PROTO", + r.feature_views, + ), + ( + "DATA_SOURCES", + DataSourceProto, + DataSource, + "DATA_SOURCE_PROTO", + r.data_sources, + ), + ( + "ON_DEMAND_FEATURE_VIEWS", + OnDemandFeatureViewProto, + OnDemandFeatureView, + "ON_DEMAND_FEATURE_VIEW_PROTO", + r.on_demand_feature_views, + ), + ( + "STREAM_FEATURE_VIEWS", + StreamFeatureViewProto, + StreamFeatureView, + "STREAM_FEATURE_VIEW_PROTO", + r.stream_feature_views, + ), + ( + "FEATURE_SERVICES", + FeatureServiceProto, + FeatureService, + "FEATURE_SERVICE_PROTO", + r.feature_services, + ), + ( + "SAVED_DATASETS", + SavedDatasetProto, + SavedDataset, + "SAVED_DATASET_PROTO", + r.saved_datasets, + ), + ( + "VALIDATION_REFERENCES", + ValidationReferenceProto, + ValidationReference, + "VALIDATION_REFERENCE_PROTO", + r.validation_references, + ), + ( + "PERMISSIONS", + PermissionProto, + Permission, + "PERMISSION_PROTO", + r.permissions, + ), ]: - # Always bypass cache here: proto() builds the cache, so using - # allow_cache=True would cause infinite recursion via refresh(). - objs: List[Any] = lister(project_name, False) # type: ignore + objs = self._list_objects( + table, + project_name, + proto_class, + python_class, + proto_field_name, + proto_only=True, + ) if objs: - obj_protos = [obj.to_proto() for obj in objs] - for obj_proto in obj_protos: + for obj_proto in objs: if "spec" in obj_proto.DESCRIPTOR.fields_by_name: obj_proto.spec.project = project_name else: obj_proto.project = project_name - registry_proto_field.extend(obj_protos) + registry_proto_field.extend(objs) # This is suuuper jank. Because of https://github.com/feast-dev/feast/issues/2783, # the registry proto only has a single infra field, which we're currently setting as the "last" project. diff --git a/sdk/python/feast/infra/registry/sql.py b/sdk/python/feast/infra/registry/sql.py index ae09c8e52b6..4b02f999a0d 100644 --- a/sdk/python/feast/infra/registry/sql.py +++ b/sdk/python/feast/infra/registry/sql.py @@ -387,7 +387,7 @@ def _get_stream_feature_view(self, name: str, project: str): ) def _list_stream_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[StreamFeatureView]: return self._list_objects( stream_feature_views, @@ -396,6 +396,7 @@ def _list_stream_feature_views( StreamFeatureView, "feature_view_proto", tags=tags, + **kwargs, ) def apply_entity(self, entity: Entity, project: str, commit: bool = True): @@ -457,20 +458,22 @@ def _get_any_feature_view(self, name: str, project: str) -> BaseFeatureView: return fv def _list_all_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[BaseFeatureView]: return ( cast( list[BaseFeatureView], - self._list_feature_views(project=project, tags=tags), + self._list_feature_views(project=project, tags=tags, **kwargs), ) + cast( list[BaseFeatureView], - self._list_stream_feature_views(project=project, tags=tags), + self._list_stream_feature_views(project=project, tags=tags, **kwargs), ) + cast( list[BaseFeatureView], - self._list_on_demand_feature_views(project=project, tags=tags), + self._list_on_demand_feature_views( + project=project, tags=tags, **kwargs + ), ) ) @@ -537,7 +540,7 @@ def _get_validation_reference(self, name: str, project: str) -> ValidationRefere ) def _list_validation_references( - self, project: str, tags: Optional[dict[str, str]] = None + self, project: str, tags: Optional[dict[str, str]] = None, **kwargs ) -> List[ValidationReference]: return self._list_objects( table=validation_references, @@ -546,13 +549,20 @@ def _list_validation_references( python_class=ValidationReference, proto_field_name="validation_reference_proto", tags=tags, + **kwargs, ) def _list_entities( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[Entity]: return self._list_objects( - entities, project, EntityProto, Entity, "entity_proto", tags=tags + entities, + project, + EntityProto, + Entity, + "entity_proto", + tags=tags, + **kwargs, ) def delete_entity(self, name: str, project: str, commit: bool = True): @@ -614,7 +624,7 @@ def _get_data_source(self, name: str, project: str) -> DataSource: ) def _list_data_sources( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[DataSource]: return self._list_objects( data_sources, @@ -623,6 +633,7 @@ def _list_data_sources( DataSource, "data_source_proto", tags=tags, + **kwargs, ) def apply_data_source( @@ -878,7 +889,7 @@ def delete_data_source(self, name: str, project: str, commit: bool = True): raise DataSourceObjectNotFoundException(name, project) def _list_feature_services( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[FeatureService]: return self._list_objects( feature_services, @@ -887,10 +898,11 @@ def _list_feature_services( FeatureService, "feature_service_proto", tags=tags, + **kwargs, ) def _list_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[FeatureView]: return self._list_objects( feature_views, @@ -899,10 +911,11 @@ def _list_feature_views( FeatureView, "feature_view_proto", tags=tags, + **kwargs, ) def _list_saved_datasets( - self, project: str, tags: Optional[dict[str, str]] = None + self, project: str, tags: Optional[dict[str, str]] = None, **kwargs ) -> List[SavedDataset]: return self._list_objects( saved_datasets, @@ -911,10 +924,11 @@ def _list_saved_datasets( SavedDataset, "saved_dataset_proto", tags=tags, + **kwargs, ) def _list_on_demand_feature_views( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[OnDemandFeatureView]: return self._list_objects( on_demand_feature_views, @@ -923,6 +937,7 @@ def _list_on_demand_feature_views( OnDemandFeatureView, "feature_view_proto", tags=tags, + **kwargs, ) def _list_project_metadata(self, project: str) -> List[ProjectMetadata]: @@ -1232,26 +1247,29 @@ def process_project(project: Project): r.projects.extend([project.to_proto()]) last_updated_timestamps.append(last_updated_timestamp) + # proto_only=True: return raw protos without calling from_proto(), + # which would trigger dill.loads() on UDFs and fail for cross-project + # modules. The _list_* helpers hit the DB directly (no cache), avoiding + # infinite recursion since proto() itself builds the cache. for lister, registry_proto_field in [ - (self.list_entities, r.entities), - (self.list_feature_views, r.feature_views), - (self.list_data_sources, r.data_sources), - (self.list_on_demand_feature_views, r.on_demand_feature_views), - (self.list_stream_feature_views, r.stream_feature_views), - (self.list_feature_services, r.feature_services), - (self.list_saved_datasets, r.saved_datasets), - (self.list_validation_references, r.validation_references), - (self.list_permissions, r.permissions), + (self._list_entities, r.entities), + (self._list_feature_views, r.feature_views), + (self._list_data_sources, r.data_sources), + (self._list_on_demand_feature_views, r.on_demand_feature_views), + (self._list_stream_feature_views, r.stream_feature_views), + (self._list_feature_services, r.feature_services), + (self._list_saved_datasets, r.saved_datasets), + (self._list_validation_references, r.validation_references), + (self._list_permissions, r.permissions), ]: - objs: List[Any] = lister(project_name, allow_cache=False) # type: ignore + objs: List[Any] = lister(project_name, tags=None, proto_only=True) # type: ignore if objs: - obj_protos = [obj.to_proto() for obj in objs] - for obj_proto in obj_protos: + for obj_proto in objs: if "spec" in obj_proto.DESCRIPTOR.fields_by_name: obj_proto.spec.project = project_name else: obj_proto.project = project_name - registry_proto_field.extend(obj_protos) + registry_proto_field.extend(objs) # This is suuuper jank. Because of https://github.com/feast-dev/feast/issues/2783, # the registry proto only has a single infra field, which we're currently setting as the "last" project. @@ -1486,18 +1504,37 @@ def _list_objects( python_class: Any, proto_field_name: str, tags: Optional[dict[str, str]] = None, + proto_only: bool = False, + skip_udf: bool = False, ): + """ + Args: + proto_only: If True, return raw protobuf objects without calling + from_proto(). Used by proto() to build the RegistryProto cache + efficiently — avoids the from_proto()/to_proto() round-trip and + works uniformly for all object types (entities, data sources, etc.). + skip_udf: If True, call from_proto() but skip deserializing UDFs + (dill.loads). Returns Python objects suitable for filtering and + display without requiring the UDF's source module to be installed. + Only relevant for feature view types. + """ with self.read_engine.begin() as conn: stmt = select(table).where(table.c.project_id == project) rows = conn.execute(stmt).all() if rows: objects = [] for row in rows: - obj = python_class.from_proto( - proto_class.FromString(row._mapping[proto_field_name]) - ) - if utils.has_all_tags(obj.tags, tags): - objects.append(obj) + proto = proto_class.FromString(row._mapping[proto_field_name]) + if proto_only: + objects.append(proto) + else: + obj = ( + python_class.from_proto(proto, skip_udf=skip_udf) + if skip_udf + else python_class.from_proto(proto) + ) + if utils.has_all_tags(obj.tags, tags): + objects.append(obj) return objects return [] @@ -1568,7 +1605,7 @@ def _get_permission(self, name: str, project: str) -> Permission: ) def _list_permissions( - self, project: str, tags: Optional[dict[str, str]] + self, project: str, tags: Optional[dict[str, str]], **kwargs ) -> List[Permission]: return self._list_objects( permissions, @@ -1577,6 +1614,7 @@ def _list_permissions( Permission, "permission_proto", tags=tags, + **kwargs, ) def apply_permission( diff --git a/sdk/python/feast/mlflow.py b/sdk/python/feast/mlflow.py new file mode 100644 index 00000000000..f6cc359ea8b --- /dev/null +++ b/sdk/python/feast/mlflow.py @@ -0,0 +1,139 @@ +""" +``feast.mlflow`` — drop-in replacement for ``import mlflow`` with Feast superpowers. + +Any function or attribute available on the ``mlflow`` module can be accessed +via ``feast.mlflow.*``. A subset of calls are **Feast-enhanced** with +automatic tagging, lineage tracking, and feature resolution: + +- ``start_run()`` — auto-tags runs with ``feast.project`` +- ``log_model()`` — auto-saves ``feast_features.json`` +- ``register_model()`` — auto-tags model versions with ``feast.feature_service`` +- ``load_model()`` — auto-links prediction runs to training runs +- ``resolve_features()`` — Feast-only: model URI → feature service name +- ``get_training_entity_df()`` — Feast-only: recover training entity data + +All other calls (``log_params``, ``log_metrics``, ``set_tag``, +``log_artifact``, ``MlflowClient``, etc.) pass through to the raw +``mlflow`` module unchanged. + +**Store resolution order** (first match wins): + +1. Explicit ``feast.mlflow.init(store)`` call +2. Most recently created ``FeatureStore`` (auto-registered) +3. ``FeatureStore(".")`` from the current working directory +""" + +from __future__ import annotations + +import logging +from typing import TYPE_CHECKING, Any, Optional + +if TYPE_CHECKING: + from feast import FeatureStore + +_logger = logging.getLogger(__name__) + +_MISSING = object() + +_client: Optional[Any] = None +_registered_store: Optional["FeatureStore"] = None + + +def _register_store(store: "FeatureStore") -> None: + """Called by ``FeatureStore.__init__`` to auto-register itself. + + This is an internal API — end users should call :func:`init` instead. + """ + global _registered_store + _registered_store = store + + +def _build_client() -> Any: + """Create a ``FeastMlflowClient`` using the best available store.""" + from feast.mlflow_integration.client import FeastMlflowClient + + store = _registered_store + if store is None: + try: + from feast import FeatureStore + + store = FeatureStore(".") + except Exception as exc: + raise RuntimeError( + "feast.mlflow could not auto-discover a FeatureStore. " + "Either call feast.mlflow.init(store), create a FeatureStore " + "before using feast.mlflow, or ensure feature_store.yaml " + "exists in the current directory." + ) from exc + + mlflow_cfg = getattr(store.config, "mlflow", None) + if mlflow_cfg is None or not mlflow_cfg.enabled: + raise RuntimeError( + "MLflow integration is not enabled. " + "Set mlflow.enabled=true in feature_store.yaml, or call " + "feast.mlflow.init(store) with a store whose config has " + "mlflow.enabled=true." + ) + + try: + return FeastMlflowClient(store) + except ImportError: + raise ImportError( + "mlflow package is not installed. " + "Install it with: pip install feast[mlflow]" + ) + + +def _ensure_client() -> Any: + """Return the cached client, creating it on first call.""" + global _client + if _client is None: + _client = _build_client() + return _client + + +def init(store: "FeatureStore") -> None: + """Bind ``feast.mlflow`` to a specific :class:`~feast.FeatureStore`. + + Call this once at the start of a notebook or script. All subsequent + ``feast.mlflow.*`` calls will use this store's MLflow configuration. + + This is **optional** — if you skip it, ``feast.mlflow`` will use the + most recently created ``FeatureStore`` automatically. + """ + global _client, _registered_store + _client = None + _registered_store = store + + +def get_active_run_id() -> Optional[str]: + """Return the active MLflow run ID, or ``None``.""" + return _ensure_client().active_run_id + + +def __getattr__(name: str) -> Any: + """Open delegation: Feast-enhanced client first, raw mlflow fallback. + + Lookup order for ``feast.mlflow.``: + + 1. If ``FeastMlflowClient`` has a public attribute *name*, return it. + This gives Feast-enhanced versions of ``start_run``, ``log_model``, + ``register_model``, ``load_model``, etc. + 2. Otherwise, fall back to the raw ``mlflow`` module. This makes + ``feast.mlflow.log_params``, ``feast.mlflow.set_tag``, + ``feast.mlflow.MlflowClient``, etc. work without any wrappers. + """ + if name.startswith("_"): + raise AttributeError(f"module 'feast.mlflow' has no attribute {name!r}") + + client = _ensure_client() + + client_attr = getattr(client, name, _MISSING) + if client_attr is not _MISSING: + return client_attr + + mlflow_attr = getattr(client._mlflow, name, _MISSING) + if mlflow_attr is not _MISSING: + return mlflow_attr + + raise AttributeError(f"module 'feast.mlflow' has no attribute {name!r}") diff --git a/sdk/python/feast/mlflow_integration/__init__.py b/sdk/python/feast/mlflow_integration/__init__.py new file mode 100644 index 00000000000..400b42ee9ba --- /dev/null +++ b/sdk/python/feast/mlflow_integration/__init__.py @@ -0,0 +1,39 @@ +""" +MLflow integration for Feast Feature Store. + +This module provides seamless integration between Feast and MLflow. When enabled +in feature_store.yaml, feature metadata is logged to MLflow +during get_historical_features and get_online_features calls. + +Usage: + Configure MLflow in your feature_store.yaml: + + project: my_project + # ... other config ... + + mlflow: + enabled: true + tracking_uri: https://mlflow.example.com # or set MLFLOW_TRACKING_URI + auto_log: true + + When ``tracking_uri`` is omitted, the ``MLFLOW_TRACKING_URI`` environment + variable is used. If neither is set, MLflow falls back to its own default. + + All functionality is accessed through ``store.mlflow``: + + - ``store.mlflow.start_run()`` — start an MLflow run pre-tagged with Feast metadata + - ``store.mlflow.log_model()`` — log a model with ``feast_features.json`` + - ``store.mlflow.resolve_features()`` — map an MLflow model to its feature service + - ``store.mlflow.get_training_entity_df()`` — reproduce training by pulling entity + data from a previous MLflow run's artifacts +""" + +from feast.mlflow_integration.config import MlflowConfig +from feast.mlflow_integration.entity_df_builder import FeastMlflowEntityDfError +from feast.mlflow_integration.model_resolver import FeastMlflowModelResolutionError + +__all__ = [ + "MlflowConfig", + "FeastMlflowModelResolutionError", + "FeastMlflowEntityDfError", +] diff --git a/sdk/python/feast/mlflow_integration/client.py b/sdk/python/feast/mlflow_integration/client.py new file mode 100644 index 00000000000..bb64fe44dd3 --- /dev/null +++ b/sdk/python/feast/mlflow_integration/client.py @@ -0,0 +1,313 @@ +from __future__ import annotations + +import json +import logging +import os +import re +import tempfile +from typing import TYPE_CHECKING, Any, Dict, List, Optional + +if TYPE_CHECKING: + import pandas as pd + + from feast import FeatureStore + +_logger = logging.getLogger(__name__) + +_FLAVOR_MAP = { + "sklearn": "sklearn", + "pytorch": "pytorch", + "xgboost": "xgboost", + "lightgbm": "lightgbm", + "tensorflow": "tensorflow", + "keras": "keras", + "pyfunc": "pyfunc", +} + + +class FeastMlflowClient: + """Single integration client for all Feast–MLflow functionality. + + Composes :class:`FeastMlflowLogger`, :class:`FeastMlflowEntityDfBuilder`, + and :class:`FeastMlflowModelResolver` so that there is exactly **one** + ``mlflow`` import and **one** ``MlflowClient`` instance. + + Access via ``store.mlflow`` or ``feast.mlflow``:: + + store = FeatureStore(".") + + with store.mlflow.start_run(run_name="training"): + df = store.get_historical_features(...).to_df() + model = train(df) + store.mlflow.log_model(model, "model") + """ + + def __init__(self, store: "FeatureStore"): + import mlflow as _mlflow_mod + + self._mlflow = _mlflow_mod + self._store = store + self._tracking_uri = store.config.mlflow.get_tracking_uri() + self._client = _mlflow_mod.MlflowClient(tracking_uri=self._tracking_uri) + self._default_experiment = store.config.project + + from feast.mlflow_integration.entity_df_builder import ( + FeastMlflowEntityDfBuilder, + ) + from feast.mlflow_integration.logger import FeastMlflowLogger + from feast.mlflow_integration.model_resolver import FeastMlflowModelResolver + + self._logger_impl = FeastMlflowLogger(store, _mlflow_mod, self._client) + self._entity_df_builder = FeastMlflowEntityDfBuilder( + store, _mlflow_mod, self._client + ) + self._model_resolver = FeastMlflowModelResolver( + store, _mlflow_mod, self._client + ) + + @property + def client(self): + """The underlying ``MlflowClient`` instance.""" + return self._client + + @property + def mlflow(self): + """Escape hatch: access the raw ``mlflow`` module.""" + return self._mlflow + + @property + def active_run_id(self) -> Optional[str]: + """Return the active MLflow run ID, or ``None``.""" + run = self._mlflow.active_run() + return run.info.run_id if run else None + + # ------------------------------------------------------------------ + # Run management + # ------------------------------------------------------------------ + + def start_run( + self, + run_name: Optional[str] = None, + tags: Optional[Dict[str, str]] = None, + **kwargs: Any, + ): + """Context manager that starts an MLflow run pre-tagged with Feast metadata. + + Sets the default Feast experiment only when a run is actually started, + avoiding global side effects during ``FeatureStore.__init__``. If the + caller already set an experiment (via ``kwargs["experiment_id"]`` or a + prior ``mlflow.set_experiment``), that choice is respected. + """ + if self._tracking_uri: + self._mlflow.set_tracking_uri(self._tracking_uri) + if "experiment_id" not in kwargs: + self._mlflow.set_experiment(self._default_experiment) + + merged_tags = {"feast.project": self._store.project} + if tags: + merged_tags.update(tags) + return self._mlflow.start_run(run_name=run_name, tags=merged_tags, **kwargs) + + # ------------------------------------------------------------------ + # Model lifecycle + # ------------------------------------------------------------------ + + def log_model( + self, + model: Any, + artifact_path: str, + flavor: str = "sklearn", + **kwargs: Any, + ): + """Log a model and auto-attach ``feast_features.json``.""" + flavor_name = _FLAVOR_MAP.get(flavor, "pyfunc") + flavor_mod = getattr(self._mlflow, flavor_name, self._mlflow.pyfunc) + flavor_mod.log_model(model, artifact_path, **kwargs) + self._log_required_features() + + def _log_required_features(self) -> None: + try: + run = self._mlflow.active_run() + if run is None: + return + tags = self._client.get_run(run.info.run_id).data.tags + refs_str = tags.get("feast.feature_refs") + if not refs_str: + return + features = [r for r in refs_str.split(",") if r] + if not features: + return + + with tempfile.TemporaryDirectory() as tmp_dir: + path = os.path.join(tmp_dir, "feast_features.json") + with open(path, "w") as f: + json.dump(features, f) + self._client.log_artifact(run.info.run_id, path, artifact_path="") + except Exception as e: + _logger.debug("Failed to log feast_features.json: %s", e) + + def register_model(self, model_uri: str, name: str): + """Register a model and auto-tag the version with ``feast.feature_service``.""" + result = self._mlflow.register_model(model_uri, name) + + try: + if result.run_id: + run = self._client.get_run(result.run_id) + fs_name = run.data.tags.get("feast.feature_service") + if fs_name: + self._client.set_model_version_tag( + name, result.version, "feast.feature_service", fs_name + ) + except Exception as e: + _logger.debug("Failed to auto-tag model version: %s", e) + + return result + + def load_model(self, model_uri: str, **kwargs: Any): + """Load a model and auto-tag the active prediction run with training lineage.""" + model = self._mlflow.pyfunc.load_model(model_uri, **kwargs) + + try: + active = self._mlflow.active_run() + if active is None: + return model + + run_id = active.info.run_id + parsed = _parse_model_uri(model_uri) + if parsed is None: + return model + + model_name, version_or_alias = parsed + try: + if version_or_alias.isdigit(): + mv = self._client.get_model_version(model_name, version_or_alias) + else: + mv = self._client.get_model_version_by_alias( + model_name, version_or_alias + ) + except Exception: + return model + + self._client.set_tag(run_id, "feast.model_name", model_name) + self._client.set_tag(run_id, "feast.model_version", str(mv.version)) + + if mv.run_id: + self._client.set_tag(run_id, "feast.training_run_id", mv.run_id) + try: + training_run = self._client.get_run(mv.run_id) + fs_name = training_run.data.tags.get("feast.feature_service") + if fs_name: + self._client.set_tag(run_id, "feast.feature_service", fs_name) + except Exception: + pass + + except Exception as e: + _logger.debug("Failed to tag prediction run with training lineage: %s", e) + + return model + + # ------------------------------------------------------------------ + # Delegated to logger + # ------------------------------------------------------------------ + + def log_feature_retrieval( + self, + feature_refs: List[str], + entity_count: int, + duration_seconds: float, + retrieval_type: str = "historical", + feature_service: Optional[Any] = None, + feature_service_name: Optional[str] = None, + ) -> bool: + """Log feature retrieval metadata to the active MLflow run.""" + return self._logger_impl.log_feature_retrieval( + feature_refs=feature_refs, + entity_count=entity_count, + duration_seconds=duration_seconds, + retrieval_type=retrieval_type, + feature_service=feature_service, + feature_service_name=feature_service_name, + ) + + def log_training_dataset( + self, + df: "pd.DataFrame", + dataset_name: str = "feast_training_data", + source: Optional[str] = None, + ) -> bool: + """Log a training DataFrame as an MLflow dataset input.""" + return self._logger_impl.log_training_dataset( + df=df, dataset_name=dataset_name, source=source + ) + + def log_apply( + self, + changed_objects: List[Any], + transition_types: Optional[Dict[str, str]] = None, + ) -> bool: + """Log a feast apply operation to MLflow.""" + return self._logger_impl.log_apply( + changed_objects=changed_objects, + transition_types=transition_types, + ) + + def log_materialize( + self, + feature_view_names: List[str], + start_date: Any, + end_date: Any, + duration_seconds: float, + incremental: bool = False, + ) -> bool: + """Log a feast materialize operation to MLflow.""" + return self._logger_impl.log_materialize( + feature_view_names=feature_view_names, + start_date=start_date, + end_date=end_date, + duration_seconds=duration_seconds, + incremental=incremental, + ) + + def log_entity_df_metadata( + self, entity_df: Any, start_date: Any = None, end_date: Any = None + ) -> None: + """Log lightweight entity_df metadata to MLflow.""" + self._logger_impl.log_entity_df_metadata(entity_df, start_date, end_date) + + def log_entity_df_artifact(self, entity_df: Any) -> None: + """Upload entity DataFrame as a parquet artifact to MLflow.""" + self._logger_impl.log_entity_df_artifact(entity_df) + + # ------------------------------------------------------------------ + # Delegated to model resolver + # ------------------------------------------------------------------ + + def resolve_features(self, model_uri: str) -> str: + """Resolve which Feast feature service a registered model needs.""" + return self._model_resolver.resolve(model_uri) + + # ------------------------------------------------------------------ + # Delegated to entity df builder + # ------------------------------------------------------------------ + + def get_training_entity_df( + self, + run_id: str, + timestamp_column: str = "event_timestamp", + max_rows: Optional[int] = None, + ) -> "pd.DataFrame": + """Pull the entity DataFrame from a past MLflow run.""" + return self._entity_df_builder.get_entity_df( + run_id=run_id, + timestamp_column=timestamp_column, + max_rows=max_rows, + ) + + +def _parse_model_uri(model_uri: str) -> Optional[tuple]: + """Parse ``models://`` into a tuple.""" + pattern = r"^models:/([^/]+)/(.+)$" + match = re.match(pattern, model_uri) + if match: + return match.group(1), match.group(2) + return None diff --git a/sdk/python/feast/mlflow_integration/config.py b/sdk/python/feast/mlflow_integration/config.py new file mode 100644 index 00000000000..db1d18eb080 --- /dev/null +++ b/sdk/python/feast/mlflow_integration/config.py @@ -0,0 +1,65 @@ +import os +from typing import Optional + +from pydantic import StrictBool, StrictInt, StrictStr + +from feast.repo_config import FeastBaseModel + +MLFLOW_TAG_MAX_LENGTH = 5000 +MLFLOW_TAG_TRUNCATION_LIMIT = MLFLOW_TAG_MAX_LENGTH - 10 +MLFLOW_TAG_TRUNCATION_SLICE = MLFLOW_TAG_MAX_LENGTH - 13 + +MLFLOW_PARAM_MAX_LENGTH = 500 +MLFLOW_PARAM_TRUNCATION_LIMIT = MLFLOW_PARAM_MAX_LENGTH - 10 +MLFLOW_PARAM_TRUNCATION_SLICE = MLFLOW_PARAM_MAX_LENGTH - 13 + +DEFAULT_ENTITY_DF_MAX_ROWS = 100_000 + + +def resolve_tracking_uri(configured_uri: Optional[str] = None) -> Optional[str]: + """Return the effective MLflow tracking URI. + + Priority: + 1. Explicitly configured URI from feature_store.yaml + 2. MLFLOW_TRACKING_URI environment variable (MLflow's native convention) + 3. None — let MLflow fall back to its own defaults (local ./mlruns) + """ + if configured_uri: + return configured_uri + return os.environ.get("MLFLOW_TRACKING_URI") + + +class MlflowConfig(FeastBaseModel): + enabled: StrictBool = False + """ bool: Whether MLflow integration is enabled. Defaults to False. """ + + tracking_uri: Optional[StrictStr] = None + """ str: MLflow tracking URI. When not set, the MLFLOW_TRACKING_URI + environment variable is used. If neither is set, MLflow falls back + to its own default (local ./mlruns directory). """ + + auto_log: StrictBool = True + """ bool: Automatically log feature retrieval metadata to the active + MLflow run when get_historical_features or get_online_features is + called. Defaults to True. """ + + auto_log_entity_df: StrictBool = False + """ bool: When True, the input entity_df (or SQL query) is recorded in + the MLflow run. Defaults to False. """ + + entity_df_max_rows: StrictInt = DEFAULT_ENTITY_DF_MAX_ROWS + """ int: Maximum number of entity DataFrame rows to save as an MLflow + artifact. DataFrames exceeding this limit are skipped to avoid + OOM and slow uploads. Defaults to 100000. """ + + log_operations: StrictBool = False + """ bool: Log feast apply and materialize operations to a separate + MLflow experiment. Opt-in to avoid noise. Defaults to False. """ + + ops_experiment_suffix: StrictStr = "-feast-ops" + """ str: Suffix appended to the project name to form the MLflow + experiment name for operation logs. Defaults to '-feast-ops'. """ + + def get_tracking_uri(self) -> Optional[str]: + """Resolve the effective tracking URI for this config instance.""" + return resolve_tracking_uri(self.tracking_uri) diff --git a/sdk/python/feast/mlflow_integration/entity_df_builder.py b/sdk/python/feast/mlflow_integration/entity_df_builder.py new file mode 100644 index 00000000000..9aa0c8ba528 --- /dev/null +++ b/sdk/python/feast/mlflow_integration/entity_df_builder.py @@ -0,0 +1,116 @@ +from __future__ import annotations + +import logging +from typing import TYPE_CHECKING, Any, Optional + +import pandas as pd + +if TYPE_CHECKING: + from feast import FeatureStore + +_logger = logging.getLogger(__name__) + + +class FeastMlflowEntityDfError(Exception): + """Raised when an entity DataFrame cannot be built from an MLflow run.""" + + pass + + +class FeastMlflowEntityDfBuilder: + """Reconstructs entity DataFrames from MLflow run artifacts. + + Instantiated once inside :class:`FeastMlflowClient` and reuses its + ``MlflowClient`` — no separate ``import mlflow`` needed. + """ + + def __init__(self, store: "FeatureStore", mlflow_mod: Any, client: Any): + self._store = store + self._mlflow = mlflow_mod + self._client = client + + def get_entity_df( + self, + run_id: str, + timestamp_column: str = "event_timestamp", + max_rows: Optional[int] = None, + ) -> pd.DataFrame: + """Build an entity DataFrame from an MLflow run's artifacts. + + Convention: the run should have an artifact named ``entity_df.parquet`` + (or ``entity_df.csv``), saved automatically when + ``auto_log_entity_df: true`` is set in ``feature_store.yaml``. + + Args: + run_id: The MLflow run ID. + timestamp_column: Expected name of the timestamp column in the + entity DataFrame. + max_rows: Optional limit on number of rows to load. + + Returns: + A ``pd.DataFrame`` suitable for passing to + ``store.get_historical_features(entity_df=...)``. + + Raises: + FeastMlflowEntityDfError: If run not found or no entity data + is available on the run. + """ + from mlflow.exceptions import MlflowException + + try: + self._client.get_run(run_id) + except MlflowException as e: + raise FeastMlflowEntityDfError(f"Run '{run_id}' not found: {e}") + + df = self._try_artifact(run_id, "entity_df.parquet", "parquet") + if df is not None: + if max_rows is not None: + df = df.head(max_rows) + self._validate_timestamp_col(df, timestamp_column) + return df + + df = self._try_artifact(run_id, "entity_df.csv", "csv") + if df is not None: + if max_rows is not None: + df = df.head(max_rows) + self._validate_timestamp_col(df, timestamp_column) + return df + + raise FeastMlflowEntityDfError( + f"No entity data found for run '{run_id}'. " + f"Expected artifact 'entity_df.parquet' or 'entity_df.csv'. " + f"Ensure auto_log_entity_df is enabled in feature_store.yaml." + ) + + def _try_artifact( + self, run_id: str, artifact_name: str, fmt: str + ) -> Optional[pd.DataFrame]: + try: + local_path = self._client.download_artifacts(run_id, artifact_name) + if fmt == "parquet": + return pd.read_parquet(local_path) + if fmt == "csv": + return pd.read_csv(local_path) + _logger.warning( + "Unsupported entity DataFrame format '%s' for artifact '%s'. " + "Only 'parquet' and 'csv' are supported.", + fmt, + artifact_name, + ) + return None + except Exception as e: + _logger.debug( + "Artifact '%s' not found for run '%s': %s", + artifact_name, + run_id, + e, + ) + return None + + @staticmethod + def _validate_timestamp_col(df: pd.DataFrame, col: str) -> None: + if col not in df.columns: + raise FeastMlflowEntityDfError( + f"Entity DataFrame missing required timestamp column '{col}'. " + f"Available columns: {list(df.columns)}" + ) diff --git a/sdk/python/feast/mlflow_integration/logger.py b/sdk/python/feast/mlflow_integration/logger.py new file mode 100644 index 00000000000..e538f97c7db --- /dev/null +++ b/sdk/python/feast/mlflow_integration/logger.py @@ -0,0 +1,375 @@ +from __future__ import annotations + +import logging +import time +from datetime import datetime +from typing import TYPE_CHECKING, Any, Dict, List, Optional + +import pandas as pd + +from feast.mlflow_integration.config import ( + MLFLOW_TAG_TRUNCATION_LIMIT, + MLFLOW_TAG_TRUNCATION_SLICE, +) + +if TYPE_CHECKING: + from feast import FeatureStore + from feast.feature_service import FeatureService + +_logger = logging.getLogger(__name__) + +_WARNING_INTERVAL_SECONDS = 300 + + +class FeastMlflowLogger: + """Handles all MLflow logging for Feast feature retrieval and operations. + + Instantiated once inside :class:`FeastMlflowClient` and reuses its + ``mlflow`` module reference and ``MlflowClient`` — no duplicate + ``import mlflow`` or client construction. + """ + + def __init__(self, store: "FeatureStore", mlflow_mod: Any, client: Any): + self._store = store + self._mlflow = mlflow_mod + self._client = client + self._tracking_uri = store.config.mlflow.get_tracking_uri() + self._consecutive_failures = 0 + self._last_warning_time = 0.0 + + def _truncate_for_tag(self, value: str) -> str: + if len(value) > MLFLOW_TAG_TRUNCATION_LIMIT: + return value[:MLFLOW_TAG_TRUNCATION_SLICE] + "..." + return value + + def _report_failure(self, msg: str, exc: Exception) -> None: + self._consecutive_failures += 1 + now = time.monotonic() + if ( + self._consecutive_failures == 1 + or (now - self._last_warning_time) >= _WARNING_INTERVAL_SECONDS + ): + _logger.warning( + "%s (failures=%d): %s", msg, self._consecutive_failures, exc + ) + self._last_warning_time = now + else: + _logger.debug("%s (failures=%d): %s", msg, self._consecutive_failures, exc) + + def _report_success(self) -> None: + self._consecutive_failures = 0 + + def log_feature_retrieval( + self, + feature_refs: List[str], + entity_count: int, + duration_seconds: float, + retrieval_type: str = "historical", + feature_service: Optional["FeatureService"] = None, + feature_service_name: Optional[str] = None, + ) -> bool: + """Log feature retrieval metadata to the active MLflow run.""" + active_run = self._mlflow.active_run() + if active_run is None: + return False + + try: + run_id = active_run.info.run_id + + if self._store.project: + self._client.set_tag(run_id, "feast.project", self._store.project) + self._client.set_tag(run_id, "feast.retrieval_type", retrieval_type) + + fs_name = None + if feature_service is not None: + fs_name = feature_service.name + elif feature_service_name is not None: + fs_name = feature_service_name + if fs_name: + self._client.set_tag(run_id, "feast.feature_service", fs_name) + + fv_names = sorted({ref.split(":")[0] for ref in feature_refs if ":" in ref}) + if fv_names: + fv_str = self._truncate_for_tag(",".join(fv_names)) + self._client.set_tag(run_id, "feast.feature_views", fv_str) + + refs_str = self._truncate_for_tag(",".join(feature_refs)) + self._client.set_tag(run_id, "feast.feature_refs", refs_str) + self._client.set_tag(run_id, "feast.entity_count", str(entity_count)) + self._client.set_tag(run_id, "feast.feature_count", str(len(feature_refs))) + + self._client.log_metric( + run_id, "feast.job_submission_sec", round(duration_seconds, 4) + ) + + self._report_success() + return True + except Exception as e: + self._report_failure("Failed to log feature retrieval to MLflow", e) + return False + + def log_training_dataset( + self, + df: pd.DataFrame, + dataset_name: str = "feast_training_data", + source: Optional[str] = None, + ) -> bool: + """Log a training DataFrame as an MLflow dataset input on the active run.""" + active_run = self._mlflow.active_run() + if active_run is None: + return False + + try: + dataset = self._mlflow.data.from_pandas( + df, + name=dataset_name, + source=source or "feast.get_historical_features", + ) + self._mlflow.log_input(dataset, context="training") + return True + except Exception as e: + self._report_failure("Failed to log training dataset to MLflow", e) + return False + + def _get_or_create_experiment(self, experiment_name: str) -> str: + exp = self._client.get_experiment_by_name(experiment_name) + if exp is not None: + return exp.experiment_id + return self._client.create_experiment(experiment_name) + + def log_apply( + self, + changed_objects: List[Any], + transition_types: Optional[Dict[str, str]] = None, + ) -> bool: + """Log a feast apply operation to a dedicated MLflow experiment.""" + try: + from feast import Entity, FeatureService + from feast.feature_view import FeatureView + + project = self._store.project + mlflow_cfg = self._store.config.mlflow + ops_suffix = mlflow_cfg.ops_experiment_suffix + + experiment_name = f"{project}{ops_suffix}" + experiment_id = self._get_or_create_experiment(experiment_name) + + fv_names: List[str] = [] + fs_names: List[str] = [] + entity_names: List[str] = [] + for obj in changed_objects: + if isinstance(obj, FeatureView): + fv_names.append(obj.name) + elif isinstance(obj, FeatureService): + fs_names.append(obj.name) + elif isinstance(obj, Entity) and obj.name != "__dummy": + entity_names.append(obj.name) + + run = self._client.create_run(experiment_id, run_name=f"apply_{project}") + run_id = run.info.run_id + try: + self._client.set_tag(run_id, "feast.operation", "apply") + self._client.set_tag(run_id, "feast.project", project) + if fv_names: + self._client.set_tag( + run_id, + "feast.feature_views_changed", + self._truncate_for_tag(",".join(fv_names)), + ) + if fs_names: + self._client.set_tag( + run_id, + "feast.feature_services_changed", + self._truncate_for_tag(",".join(fs_names)), + ) + if entity_names: + self._client.set_tag( + run_id, + "feast.entities_changed", + self._truncate_for_tag(",".join(entity_names)), + ) + self._client.log_metric( + run_id, "feast.apply.feature_views_count", len(fv_names) + ) + self._client.log_metric( + run_id, "feast.apply.feature_services_count", len(fs_names) + ) + self._client.log_metric( + run_id, "feast.apply.entities_count", len(entity_names) + ) + + if transition_types: + self._log_transition_tags( + run_id, + transition_types, + fv_names, + fs_names, + entity_names, + ) + finally: + self._client.set_terminated(run_id) + + self._report_success() + return True + except Exception as e: + self._report_failure("Failed to log apply to MLflow", e) + return False + + def _log_transition_tags( + self, + run_id: str, + transition_types: Dict[str, str], + fv_names: List[str], + fs_names: List[str], + entity_names: List[str], + ) -> None: + buckets: Dict[str, Dict[str, List[str]]] = { + "feature_views": {"created": [], "updated": [], "deleted": []}, + "feature_services": {"created": [], "updated": [], "deleted": []}, + "entities": {"created": [], "updated": [], "deleted": []}, + } + + for name in fv_names: + tt = transition_types.get(name, "").upper() + if tt in ("CREATE", "UPDATE", "DELETE"): + buckets["feature_views"][tt.lower() + "d"].append(name) + + for name in fs_names: + tt = transition_types.get(name, "").upper() + if tt in ("CREATE", "UPDATE", "DELETE"): + buckets["feature_services"][tt.lower() + "d"].append(name) + + for name in entity_names: + tt = transition_types.get(name, "").upper() + if tt in ("CREATE", "UPDATE", "DELETE"): + buckets["entities"][tt.lower() + "d"].append(name) + + for obj_type, transitions in buckets.items(): + for transition, names in transitions.items(): + if names: + self._client.set_tag( + run_id, + f"feast.{obj_type}_{transition}", + self._truncate_for_tag(",".join(names)), + ) + + def log_materialize( + self, + feature_view_names: List[str], + start_date: Optional[datetime], + end_date: datetime, + duration_seconds: float, + incremental: bool = False, + ) -> bool: + """Log a feast materialize operation to a dedicated MLflow experiment.""" + try: + project = self._store.project + mlflow_cfg = self._store.config.mlflow + ops_suffix = mlflow_cfg.ops_experiment_suffix + + experiment_name = f"{project}{ops_suffix}" + experiment_id = self._get_or_create_experiment(experiment_name) + + op_type = "materialize_incremental" if incremental else "materialize" + run = self._client.create_run( + experiment_id, run_name=f"{op_type}_{project}" + ) + run_id = run.info.run_id + try: + self._client.set_tag(run_id, "feast.operation", op_type) + self._client.set_tag(run_id, "feast.project", project) + self._client.set_tag( + run_id, + "feast.materialize.feature_views", + self._truncate_for_tag(",".join(feature_view_names)), + ) + if start_date: + self._client.log_param( + run_id, + "feast.materialize.start_date", + start_date.isoformat(), + ) + self._client.log_param( + run_id, + "feast.materialize.end_date", + end_date.isoformat(), + ) + self._client.log_metric( + run_id, + "feast.materialize.duration_sec", + round(duration_seconds, 4), + ) + finally: + self._client.set_terminated(run_id) + + self._report_success() + return True + except Exception as e: + self._report_failure("Failed to log materialize to MLflow", e) + return False + + def log_entity_df_metadata( + self, entity_df: Any, start_date: Any = None, end_date: Any = None + ) -> None: + """Log lightweight entity_df metadata to MLflow. + + Uses ``set_tag`` (not ``log_param``) so the metadata can safely be + updated when ``get_historical_features`` is called multiple times + within the same MLflow run. + """ + try: + if self._mlflow.active_run() is None: + return + run_id = self._mlflow.active_run().info.run_id + + if isinstance(entity_df, str): + if len(entity_df) > MLFLOW_TAG_TRUNCATION_LIMIT: + query = entity_df[:MLFLOW_TAG_TRUNCATION_SLICE] + "..." + else: + query = entity_df + self._client.set_tag(run_id, "feast.entity_df_query", query) + self._client.set_tag(run_id, "feast.entity_df_type", "sql") + + elif isinstance(entity_df, pd.DataFrame): + self._client.set_tag(run_id, "feast.entity_df_type", "dataframe") + self._client.set_tag( + run_id, "feast.entity_df_rows", str(len(entity_df)) + ) + cols = ",".join(entity_df.columns) + if len(cols) > MLFLOW_TAG_TRUNCATION_LIMIT: + cols = cols[:MLFLOW_TAG_TRUNCATION_SLICE] + "..." + self._client.set_tag(run_id, "feast.entity_df_columns", cols) + + elif entity_df is None and (start_date or end_date): + self._client.set_tag(run_id, "feast.entity_df_type", "range") + if start_date: + self._client.set_tag(run_id, "feast.start_date", str(start_date)) + if end_date: + self._client.set_tag(run_id, "feast.end_date", str(end_date)) + + except Exception as e: + _logger.debug("Failed to log entity_df metadata to MLflow: %s", e) + + def log_entity_df_artifact(self, entity_df: Any) -> None: + """Upload entity DataFrame as a parquet artifact to MLflow.""" + try: + import os + import tempfile + + if self._mlflow.active_run() is None: + return + if not isinstance(entity_df, pd.DataFrame): + return + + mlflow_cfg = self._store.config.mlflow + run_id = self._mlflow.active_run().info.run_id + + max_rows = mlflow_cfg.entity_df_max_rows + if len(entity_df) <= max_rows: + with tempfile.TemporaryDirectory() as tmp_dir: + path = os.path.join(tmp_dir, "entity_df.parquet") + entity_df.to_parquet(path, index=False) + self._client.log_artifact(run_id, path) + + except Exception as e: + _logger.debug("Failed to log entity_df artifact to MLflow: %s", e) diff --git a/sdk/python/feast/mlflow_integration/model_resolver.py b/sdk/python/feast/mlflow_integration/model_resolver.py new file mode 100644 index 00000000000..b2d94dccbee --- /dev/null +++ b/sdk/python/feast/mlflow_integration/model_resolver.py @@ -0,0 +1,138 @@ +from __future__ import annotations + +import json +import logging +import re +from typing import TYPE_CHECKING, Any, Optional + +if TYPE_CHECKING: + from feast import FeatureStore + +_logger = logging.getLogger(__name__) + + +class FeastMlflowModelResolutionError(Exception): + """Raised when a model URI cannot be resolved to a feature service.""" + + pass + + +class FeastMlflowModelResolver: + """Resolves MLflow model URIs to Feast feature service names. + + Instantiated once inside :class:`FeastMlflowClient` and reuses its + ``MlflowClient`` — no separate ``import mlflow`` needed. + """ + + def __init__(self, store: "FeatureStore", mlflow_mod: Any, client: Any): + self._store = store + self._mlflow = mlflow_mod + self._client = client + + def resolve(self, model_uri: str) -> str: + """Resolve the Feast feature service name for a given MLflow model URI. + + Resolution order: + 1. Model version tag ``feast.feature_service`` (explicit override). + 2. Training run tag ``feast.feature_service`` (set by auto-log). + + Args: + model_uri: MLflow model URI in the form + ``models://``. + + Raises: + FeastMlflowModelResolutionError: If URI is invalid, resolution + fails, or validation against the store fails. + """ + from mlflow.exceptions import MlflowException + + pattern = r"^models:/([^/]+)/(.+)$" + match = re.match(pattern, model_uri) + if not match: + raise FeastMlflowModelResolutionError( + f"Invalid model_uri format: '{model_uri}'. " + f"Expected 'models://'." + ) + + model_name, version_or_alias = match.group(1), match.group(2) + + try: + if version_or_alias.isdigit(): + mv = self._client.get_model_version(model_name, version_or_alias) + else: + mv = self._client.get_model_version_by_alias( + model_name, version_or_alias + ) + except MlflowException as e: + raise FeastMlflowModelResolutionError( + f"Could not resolve model '{model_uri}': {e}" + ) + + tags = mv.tags or {} + if "feast.feature_service" in tags: + fs_name = tags["feast.feature_service"] + else: + fs_name = self._resolve_from_run_tags(mv) + if fs_name is None: + raise FeastMlflowModelResolutionError( + f"Could not determine feature service for model '{model_uri}'. " + f"No 'feast.feature_service' tag found on the model version or " + f"its training run. Set the tag explicitly on the model version " + f"or ensure auto_log was enabled during training." + ) + + self._validate_feature_service(fs_name, mv) + return fs_name + + def _resolve_from_run_tags(self, model_version: Any) -> Optional[str]: + try: + run = self._client.get_run(model_version.run_id) + return run.data.tags.get("feast.feature_service") + except Exception as e: + _logger.debug("Could not read run tags for model version: %s", e) + return None + + def _validate_feature_service(self, fs_name: str, model_version: Any) -> None: + try: + fs = self._store.get_feature_service(fs_name) + except Exception: + raise FeastMlflowModelResolutionError( + f"Feature service '{fs_name}' not found in the Feast registry." + ) + + if not self._has_artifact(model_version.run_id, "feast_features.json"): + return + + try: + local_path = self._client.download_artifacts( + model_version.run_id, "feast_features.json" + ) + with open(local_path) as f: + expected_features = json.load(f) + + actual_features = [] + for proj in fs.feature_view_projections: + for feat in proj.features: + actual_features.append(f"{proj.name_to_use()}:{feat.name}") + + expected_set = set(expected_features) + actual_set = set(actual_features) + + if expected_set != actual_set: + missing = expected_set - actual_set + extra = actual_set - expected_set + raise FeastMlflowModelResolutionError( + f"Feature mismatch for service '{fs_name}'. " + f"Missing: {missing}, Extra: {extra}" + ) + except FeastMlflowModelResolutionError: + raise + except Exception as e: + _logger.debug("Could not validate feast_features.json: %s", e) + + def _has_artifact(self, run_id: str, artifact_name: str) -> bool: + try: + artifacts = self._client.list_artifacts(run_id) + return any(a.path == artifact_name for a in artifacts) + except Exception: + return False diff --git a/sdk/python/feast/on_demand_feature_view.py b/sdk/python/feast/on_demand_feature_view.py index dbd7738f21d..bf2d34666cf 100644 --- a/sdk/python/feast/on_demand_feature_view.py +++ b/sdk/python/feast/on_demand_feature_view.py @@ -14,7 +14,7 @@ from feast.data_source import RequestSource from feast.entity import Entity from feast.errors import RegistryInferenceFailure, SpecifiedFeaturesNotPresentError -from feast.feature_view import DUMMY_ENTITY_NAME, FeatureView +from feast.feature_view import DUMMY_ENTITY_NAME, FeatureView, FeatureViewState from feast.feature_view_projection import FeatureViewProjection from feast.field import Field, from_value_type from feast.proto_utils import transformation_to_proto @@ -155,6 +155,9 @@ class OnDemandFeatureView(BaseFeatureView): udf: Optional[FunctionType] udf_string: Optional[str] aggregations: List[Aggregation] + enabled: bool + state: FeatureViewState + _raw_feature_transformation_proto: Optional[Any] = None def __init__( # noqa: C901 self, @@ -177,6 +180,7 @@ def __init__( # noqa: C901 track_metrics: bool = False, aggregations: Optional[List[Aggregation]] = None, version: str = "latest", + enabled: bool = True, ): """ Creates an OnDemandFeatureView object. @@ -316,6 +320,9 @@ def __init__( # noqa: C901 ) self.track_metrics = track_metrics self.aggregations = aggregations or [] + self.enabled = enabled + + self.state = FeatureViewState.STATE_UNSPECIFIED if input_schema is not None and self.aggregations: input_field_names = {f.name for f in input_schema} @@ -402,6 +409,8 @@ def __copy__(self): fv.features = self.features fv.projection = copy.copy(self.projection) fv.entity_columns = copy.copy(self.entity_columns) + fv.enabled = self.enabled + fv.state = self.state return fv @@ -588,6 +597,8 @@ def to_proto(self) -> OnDemandFeatureViewProto: meta.last_updated_timestamp.FromDatetime(self.last_updated_timestamp) if self.current_version_number is not None: meta.current_version_number = self.current_version_number + if self.state != FeatureViewState.STATE_UNSPECIFIED: + meta.state = self.state.to_proto() sources = {} for source_name, fv_projection in self.source_feature_view_projections.items(): sources[source_name] = OnDemandSource( @@ -609,7 +620,12 @@ def to_proto(self) -> OnDemandFeatureViewProto: request_data_source=self._input_schema_sentinel.to_proto() ) - feature_transformation = transformation_to_proto(self.feature_transformation) + if getattr(self, "_raw_feature_transformation_proto", None) is not None: + feature_transformation = self._raw_feature_transformation_proto + else: + feature_transformation = transformation_to_proto( + self.feature_transformation + ) tags = dict(self.tags) if self.tags else {} if self.track_metrics: @@ -635,6 +651,7 @@ def to_proto(self) -> OnDemandFeatureViewProto: singleton=self.singleton or False, aggregations=[agg.to_proto() for agg in self.aggregations], version=self.version, + disabled=not self.enabled, ) return OnDemandFeatureViewProto(spec=spec, meta=meta) @@ -709,6 +726,14 @@ def from_proto( # Set additional attributes that aren't part of the constructor on_demand_feature_view_obj.entities = optional_fields["entities"] on_demand_feature_view_obj.entity_columns = optional_fields["entity_columns"] + on_demand_feature_view_obj.enabled = ( + not on_demand_feature_view_proto.spec.disabled + ) + + # Restore lifecycle state from meta. + on_demand_feature_view_obj.state = FeatureViewState.from_proto( + on_demand_feature_view_proto.meta.state + ) # FeatureViewProjections are not saved in the OnDemandFeatureView proto. # Create the default projection. @@ -727,6 +752,13 @@ def from_proto( else: on_demand_feature_view_obj.current_version_number = None + if skip_udf and on_demand_feature_view_proto.spec.HasField( + "feature_transformation" + ): + on_demand_feature_view_obj._raw_feature_transformation_proto = ( + on_demand_feature_view_proto.spec.feature_transformation + ) + # Set timestamps if present cls._set_timestamps_from_proto( on_demand_feature_view_proto, on_demand_feature_view_obj diff --git a/sdk/python/feast/permissions/client/intra_comm_authentication_client_manager.py b/sdk/python/feast/permissions/client/intra_comm_authentication_client_manager.py index 30476316c12..bdc6159a2f8 100644 --- a/sdk/python/feast/permissions/client/intra_comm_authentication_client_manager.py +++ b/sdk/python/feast/permissions/client/intra_comm_authentication_client_manager.py @@ -29,4 +29,4 @@ def get_token(self): f"No Auth client manager implemented for the auth type:{self.auth_config.type}" ) - return jwt.encode(payload, "") + return jwt.encode(payload, "", algorithm="none") diff --git a/sdk/python/feast/permissions/client/kubernetes_auth_client_manager.py b/sdk/python/feast/permissions/client/kubernetes_auth_client_manager.py index 0cee687d08f..ac94b8713ad 100644 --- a/sdk/python/feast/permissions/client/kubernetes_auth_client_manager.py +++ b/sdk/python/feast/permissions/client/kubernetes_auth_client_manager.py @@ -22,7 +22,7 @@ def get_token(self): "sub": f":::{intra_communication_base64}", # Subject claim } - return jwt.encode(payload, "") + return jwt.encode(payload, "", algorithm="none") # Check if user token is provided in config (for external users) if hasattr(self.auth_config, "user_token") and self.auth_config.user_token: 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 84a0c0115c9..37e613dafc1 100644 --- a/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py +++ b/sdk/python/feast/permissions/client/oidc_authentication_client_manager.py @@ -24,7 +24,7 @@ def get_token(self): payload = { "preferred_username": f"{intra_communication_base64}", } - return jwt.encode(payload, "") + return jwt.encode(payload, "", algorithm="none") if self.auth_config.token: return self.auth_config.token diff --git a/sdk/python/feast/protos/feast/core/DataSource_pb2.py b/sdk/python/feast/protos/feast/core/DataSource_pb2.py index f3086233584..51dee5652a2 100644 --- a/sdk/python/feast/protos/feast/core/DataSource_pb2.py +++ b/sdk/python/feast/protos/feast/core/DataSource_pb2.py @@ -19,7 +19,7 @@ from feast.protos.feast.core import Feature_pb2 as feast_dot_core_dot_Feature__pb2 -DESCRIPTOR = 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\x01(\t\x12*\n\x05value\x18\x02 \x01(\x0e\x32\x1b.feast.types.ValueType.Enum:\x02\x38\x01J\x04\x08\x01\x10\x02\x1a\x13\n\x0bPushOptionsJ\x04\x08\x01\x10\x02\"\xf8\x01\n\nSourceType\x12\x0b\n\x07INVALID\x10\x00\x12\x0e\n\nBATCH_FILE\x10\x01\x12\x13\n\x0f\x42\x41TCH_SNOWFLAKE\x10\x08\x12\x12\n\x0e\x42\x41TCH_BIGQUERY\x10\x02\x12\x12\n\x0e\x42\x41TCH_REDSHIFT\x10\x05\x12\x10\n\x0cSTREAM_KAFKA\x10\x03\x12\x12\n\x0eSTREAM_KINESIS\x10\x04\x12\x11\n\rCUSTOM_SOURCE\x10\x06\x12\x12\n\x0eREQUEST_SOURCE\x10\x07\x12\x0f\n\x0bPUSH_SOURCE\x10\t\x12\x0f\n\x0b\x42\x41TCH_TRINO\x10\n\x12\x0f\n\x0b\x42\x41TCH_SPARK\x10\x0b\x12\x10\n\x0c\x42\x41TCH_ATHENA\x10\x0c\x42\t\n\x07optionsJ\x04\x08\x06\x10\x0b\"=\n\x0e\x44\x61taSourceList\x12+\n\x0b\x64\x61tasources\x18\x01 \x03(\x0b\x32\x16.feast.core.DataSourceBT\n\x10\x66\x65\x61st.proto.coreB\x0f\x44\x61taSourceProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -34,41 +34,41 @@ _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._options = None _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._serialized_options = b'8\001' _globals['_DATASOURCE']._serialized_start=189 - _globals['_DATASOURCE']._serialized_end=3270 - _globals['_DATASOURCE_TAGSENTRY']._serialized_start=1436 - _globals['_DATASOURCE_TAGSENTRY']._serialized_end=1479 - _globals['_DATASOURCE_FIELDMAPPINGENTRY']._serialized_start=1481 - _globals['_DATASOURCE_FIELDMAPPINGENTRY']._serialized_end=1532 - _globals['_DATASOURCE_SOURCEMETA']._serialized_start=1535 - _globals['_DATASOURCE_SOURCEMETA']._serialized_end=1780 - _globals['_DATASOURCE_FILEOPTIONS']._serialized_start=1782 - _globals['_DATASOURCE_FILEOPTIONS']._serialized_end=1883 - _globals['_DATASOURCE_BIGQUERYOPTIONS']._serialized_start=1885 - _globals['_DATASOURCE_BIGQUERYOPTIONS']._serialized_end=1932 - _globals['_DATASOURCE_TRINOOPTIONS']._serialized_start=1934 - _globals['_DATASOURCE_TRINOOPTIONS']._serialized_end=1978 - _globals['_DATASOURCE_KAFKAOPTIONS']._serialized_start=1981 - _globals['_DATASOURCE_KAFKAOPTIONS']._serialized_end=2155 - _globals['_DATASOURCE_KINESISOPTIONS']._serialized_start=2157 - _globals['_DATASOURCE_KINESISOPTIONS']._serialized_end=2259 - _globals['_DATASOURCE_REDSHIFTOPTIONS']._serialized_start=2261 - _globals['_DATASOURCE_REDSHIFTOPTIONS']._serialized_end=2342 - _globals['_DATASOURCE_ATHENAOPTIONS']._serialized_start=2344 - _globals['_DATASOURCE_ATHENAOPTIONS']._serialized_end=2428 - _globals['_DATASOURCE_SNOWFLAKEOPTIONS']._serialized_start=2430 - _globals['_DATASOURCE_SNOWFLAKEOPTIONS']._serialized_end=2518 - _globals['_DATASOURCE_SPARKOPTIONS']._serialized_start=2521 - _globals['_DATASOURCE_SPARKOPTIONS']._serialized_end=2685 - _globals['_DATASOURCE_CUSTOMSOURCEOPTIONS']._serialized_start=2687 - _globals['_DATASOURCE_CUSTOMSOURCEOPTIONS']._serialized_end=2731 - _globals['_DATASOURCE_REQUESTDATAOPTIONS']._serialized_start=2734 - _globals['_DATASOURCE_REQUESTDATAOPTIONS']._serialized_end=2981 - _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._serialized_start=2891 - _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._serialized_end=2975 - _globals['_DATASOURCE_PUSHOPTIONS']._serialized_start=2983 - _globals['_DATASOURCE_PUSHOPTIONS']._serialized_end=3002 - _globals['_DATASOURCE_SOURCETYPE']._serialized_start=3005 - _globals['_DATASOURCE_SOURCETYPE']._serialized_end=3253 - _globals['_DATASOURCELIST']._serialized_start=3272 - _globals['_DATASOURCELIST']._serialized_end=3333 + _globals['_DATASOURCE']._serialized_end=3300 + _globals['_DATASOURCE_TAGSENTRY']._serialized_start=1466 + _globals['_DATASOURCE_TAGSENTRY']._serialized_end=1509 + _globals['_DATASOURCE_FIELDMAPPINGENTRY']._serialized_start=1511 + _globals['_DATASOURCE_FIELDMAPPINGENTRY']._serialized_end=1562 + _globals['_DATASOURCE_SOURCEMETA']._serialized_start=1565 + _globals['_DATASOURCE_SOURCEMETA']._serialized_end=1810 + _globals['_DATASOURCE_FILEOPTIONS']._serialized_start=1812 + _globals['_DATASOURCE_FILEOPTIONS']._serialized_end=1913 + _globals['_DATASOURCE_BIGQUERYOPTIONS']._serialized_start=1915 + _globals['_DATASOURCE_BIGQUERYOPTIONS']._serialized_end=1962 + _globals['_DATASOURCE_TRINOOPTIONS']._serialized_start=1964 + _globals['_DATASOURCE_TRINOOPTIONS']._serialized_end=2008 + _globals['_DATASOURCE_KAFKAOPTIONS']._serialized_start=2011 + _globals['_DATASOURCE_KAFKAOPTIONS']._serialized_end=2185 + _globals['_DATASOURCE_KINESISOPTIONS']._serialized_start=2187 + _globals['_DATASOURCE_KINESISOPTIONS']._serialized_end=2289 + _globals['_DATASOURCE_REDSHIFTOPTIONS']._serialized_start=2291 + _globals['_DATASOURCE_REDSHIFTOPTIONS']._serialized_end=2372 + _globals['_DATASOURCE_ATHENAOPTIONS']._serialized_start=2374 + _globals['_DATASOURCE_ATHENAOPTIONS']._serialized_end=2458 + _globals['_DATASOURCE_SNOWFLAKEOPTIONS']._serialized_start=2460 + _globals['_DATASOURCE_SNOWFLAKEOPTIONS']._serialized_end=2548 + _globals['_DATASOURCE_SPARKOPTIONS']._serialized_start=2551 + _globals['_DATASOURCE_SPARKOPTIONS']._serialized_end=2715 + _globals['_DATASOURCE_CUSTOMSOURCEOPTIONS']._serialized_start=2717 + _globals['_DATASOURCE_CUSTOMSOURCEOPTIONS']._serialized_end=2761 + _globals['_DATASOURCE_REQUESTDATAOPTIONS']._serialized_start=2764 + _globals['_DATASOURCE_REQUESTDATAOPTIONS']._serialized_end=3011 + _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._serialized_start=2921 + _globals['_DATASOURCE_REQUESTDATAOPTIONS_DEPRECATEDSCHEMAENTRY']._serialized_end=3005 + _globals['_DATASOURCE_PUSHOPTIONS']._serialized_start=3013 + _globals['_DATASOURCE_PUSHOPTIONS']._serialized_end=3032 + _globals['_DATASOURCE_SOURCETYPE']._serialized_start=3035 + _globals['_DATASOURCE_SOURCETYPE']._serialized_end=3283 + _globals['_DATASOURCELIST']._serialized_start=3302 + _globals['_DATASOURCELIST']._serialized_end=3363 # @@protoc_insertion_point(module_scope) diff --git a/sdk/python/feast/protos/feast/core/DataSource_pb2.pyi b/sdk/python/feast/protos/feast/core/DataSource_pb2.pyi index 7876e1adc98..3df12085cb6 100644 --- a/sdk/python/feast/protos/feast/core/DataSource_pb2.pyi +++ b/sdk/python/feast/protos/feast/core/DataSource_pb2.pyi @@ -16,40 +16,42 @@ 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. """ -import builtins -import collections.abc -import feast.core.DataFormat_pb2 -import feast.core.Feature_pb2 -import feast.types.Value_pb2 -import google.protobuf.descriptor -import google.protobuf.duration_pb2 -import google.protobuf.internal.containers -import google.protobuf.internal.enum_type_wrapper -import google.protobuf.message -import google.protobuf.timestamp_pb2 + +from collections import abc as _abc +from feast.core import DataFormat_pb2 as _DataFormat_pb2 # type: ignore[attr-defined] +from feast.core import Feature_pb2 as _Feature_pb2 # type: ignore[attr-defined] +from feast.types import Value_pb2 as _Value_pb2 # type: ignore[attr-defined] +from google.protobuf import descriptor as _descriptor +from google.protobuf import duration_pb2 as _duration_pb2 +from google.protobuf import message as _message +from google.protobuf import timestamp_pb2 as _timestamp_pb2 +from google.protobuf.internal import containers as _containers +from google.protobuf.internal import enum_type_wrapper as _enum_type_wrapper +import builtins as _builtins import sys -import typing +import typing as _typing if sys.version_info >= (3, 10): - import typing as typing_extensions + from typing import TypeAlias as _TypeAlias else: - import typing_extensions + from typing_extensions import TypeAlias as _TypeAlias -DESCRIPTOR: google.protobuf.descriptor.FileDescriptor +DESCRIPTOR: _descriptor.FileDescriptor -class DataSource(google.protobuf.message.Message): +@_typing.final +class DataSource(_message.Message): """Defines a Data Source that can be used source Feature data - Next available id: 28 + Next available id: 29 """ - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor class _SourceType: - ValueType = typing.NewType("ValueType", builtins.int) - V: typing_extensions.TypeAlias = ValueType + ValueType = _typing.NewType("ValueType", _builtins.int) + V: _TypeAlias = ValueType # noqa: Y015 - class _SourceTypeEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[DataSource._SourceType.ValueType], builtins.type): # noqa: F821 - DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + class _SourceTypeEnumTypeWrapper(_enum_type_wrapper._EnumTypeWrapper[DataSource._SourceType.ValueType], _builtins.type): + DESCRIPTOR: _descriptor.EnumDescriptor INVALID: DataSource._SourceType.ValueType # 0 BATCH_FILE: DataSource._SourceType.ValueType # 1 BATCH_SNOWFLAKE: DataSource._SourceType.ValueType # 8 @@ -83,510 +85,565 @@ class DataSource(google.protobuf.message.Message): BATCH_SPARK: DataSource.SourceType.ValueType # 11 BATCH_ATHENA: DataSource.SourceType.ValueType # 12 - class TagsEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor + @_typing.final + class TagsEntry(_message.Message): + DESCRIPTOR: _descriptor.Descriptor - KEY_FIELD_NUMBER: builtins.int - VALUE_FIELD_NUMBER: builtins.int - key: builtins.str - value: builtins.str + KEY_FIELD_NUMBER: _builtins.int + VALUE_FIELD_NUMBER: _builtins.int + key: _builtins.str + value: _builtins.str def __init__( self, *, - key: builtins.str = ..., - value: builtins.str = ..., + key: _builtins.str = ..., + value: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["key", b"key", "value", b"value"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class FieldMappingEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor + @_typing.final + class FieldMappingEntry(_message.Message): + DESCRIPTOR: _descriptor.Descriptor - KEY_FIELD_NUMBER: builtins.int - VALUE_FIELD_NUMBER: builtins.int - key: builtins.str - value: builtins.str + KEY_FIELD_NUMBER: _builtins.int + VALUE_FIELD_NUMBER: _builtins.int + key: _builtins.str + value: _builtins.str def __init__( self, *, - key: builtins.str = ..., - value: builtins.str = ..., + key: _builtins.str = ..., + value: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... - - class SourceMeta(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor - - EARLIESTEVENTTIMESTAMP_FIELD_NUMBER: builtins.int - LATESTEVENTTIMESTAMP_FIELD_NUMBER: builtins.int - CREATED_TIMESTAMP_FIELD_NUMBER: builtins.int - LAST_UPDATED_TIMESTAMP_FIELD_NUMBER: builtins.int - @property - def earliestEventTimestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ... - @property - def latestEventTimestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ... - @property - def created_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ... - @property - def last_updated_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["key", b"key", "value", b"value"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... + + @_typing.final + class SourceMeta(_message.Message): + DESCRIPTOR: _descriptor.Descriptor + + EARLIESTEVENTTIMESTAMP_FIELD_NUMBER: _builtins.int + LATESTEVENTTIMESTAMP_FIELD_NUMBER: _builtins.int + CREATED_TIMESTAMP_FIELD_NUMBER: _builtins.int + LAST_UPDATED_TIMESTAMP_FIELD_NUMBER: _builtins.int + @_builtins.property + def earliestEventTimestamp(self) -> _timestamp_pb2.Timestamp: ... + @_builtins.property + def latestEventTimestamp(self) -> _timestamp_pb2.Timestamp: ... + @_builtins.property + def created_timestamp(self) -> _timestamp_pb2.Timestamp: ... + @_builtins.property + def last_updated_timestamp(self) -> _timestamp_pb2.Timestamp: ... def __init__( self, *, - earliestEventTimestamp: google.protobuf.timestamp_pb2.Timestamp | None = ..., - latestEventTimestamp: google.protobuf.timestamp_pb2.Timestamp | None = ..., - created_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ..., - last_updated_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ..., + earliestEventTimestamp: _timestamp_pb2.Timestamp | None = ..., + latestEventTimestamp: _timestamp_pb2.Timestamp | None = ..., + created_timestamp: _timestamp_pb2.Timestamp | None = ..., + last_updated_timestamp: _timestamp_pb2.Timestamp | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"]) -> None: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class FileOptions(google.protobuf.message.Message): + @_typing.final + class FileOptions(_message.Message): """Defines options for DataSource that sources features from a file""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - FILE_FORMAT_FIELD_NUMBER: builtins.int - URI_FIELD_NUMBER: builtins.int - S3_ENDPOINT_OVERRIDE_FIELD_NUMBER: builtins.int - @property - def file_format(self) -> feast.core.DataFormat_pb2.FileFormat: ... - uri: builtins.str + FILE_FORMAT_FIELD_NUMBER: _builtins.int + URI_FIELD_NUMBER: _builtins.int + S3_ENDPOINT_OVERRIDE_FIELD_NUMBER: _builtins.int + uri: _builtins.str """Target URL of file to retrieve and source features from. s3://path/to/file for AWS S3 storage gs://path/to/file for GCP GCS storage file:///path/to/file for local storage """ - s3_endpoint_override: builtins.str + s3_endpoint_override: _builtins.str """override AWS S3 storage endpoint with custom S3 endpoint""" + @_builtins.property + def file_format(self) -> _DataFormat_pb2.FileFormat: ... def __init__( self, *, - file_format: feast.core.DataFormat_pb2.FileFormat | None = ..., - uri: builtins.str = ..., - s3_endpoint_override: builtins.str = ..., + file_format: _DataFormat_pb2.FileFormat | None = ..., + uri: _builtins.str = ..., + s3_endpoint_override: _builtins.str = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["file_format", b"file_format"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["file_format", b"file_format", "s3_endpoint_override", b"s3_endpoint_override", "uri", b"uri"]) -> None: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["file_format", b"file_format"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["file_format", b"file_format", "s3_endpoint_override", b"s3_endpoint_override", "uri", b"uri"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class BigQueryOptions(google.protobuf.message.Message): + @_typing.final + class BigQueryOptions(_message.Message): """Defines options for DataSource that sources features from a BigQuery Query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + table: _builtins.str """Full table reference in the form of [project:dataset.table]""" - query: builtins.str + query: _builtins.str """SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective entity columns """ def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["query", b"query", "table", b"table"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["query", b"query", "table", b"table"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class TrinoOptions(google.protobuf.message.Message): + @_typing.final + class TrinoOptions(_message.Message): """Defines options for DataSource that sources features from a Trino Query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + table: _builtins.str """Full table reference in the form of [project:dataset.table]""" - query: builtins.str + query: _builtins.str """SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective entity columns """ def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["query", b"query", "table", b"table"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["query", b"query", "table", b"table"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class KafkaOptions(google.protobuf.message.Message): + @_typing.final + class KafkaOptions(_message.Message): """Defines options for DataSource that sources features from Kafka messages. Each message should be a Protobuf that can be decoded with the generated Java Protobuf class at the given class path """ - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - KAFKA_BOOTSTRAP_SERVERS_FIELD_NUMBER: builtins.int - TOPIC_FIELD_NUMBER: builtins.int - MESSAGE_FORMAT_FIELD_NUMBER: builtins.int - WATERMARK_DELAY_THRESHOLD_FIELD_NUMBER: builtins.int - kafka_bootstrap_servers: builtins.str + KAFKA_BOOTSTRAP_SERVERS_FIELD_NUMBER: _builtins.int + TOPIC_FIELD_NUMBER: _builtins.int + MESSAGE_FORMAT_FIELD_NUMBER: _builtins.int + WATERMARK_DELAY_THRESHOLD_FIELD_NUMBER: _builtins.int + kafka_bootstrap_servers: _builtins.str """Comma separated list of Kafka bootstrap servers. Used for feature tables without a defined source host[:port]]""" - topic: builtins.str + topic: _builtins.str """Kafka topic to collect feature data from.""" - @property - def message_format(self) -> feast.core.DataFormat_pb2.StreamFormat: + @_builtins.property + def message_format(self) -> _DataFormat_pb2.StreamFormat: """Defines the stream data format encoding feature/entity data in Kafka messages.""" - @property - def watermark_delay_threshold(self) -> google.protobuf.duration_pb2.Duration: + + @_builtins.property + def watermark_delay_threshold(self) -> _duration_pb2.Duration: """Watermark delay threshold for stream data""" + def __init__( self, *, - kafka_bootstrap_servers: builtins.str = ..., - topic: builtins.str = ..., - message_format: feast.core.DataFormat_pb2.StreamFormat | None = ..., - watermark_delay_threshold: google.protobuf.duration_pb2.Duration | None = ..., + kafka_bootstrap_servers: _builtins.str = ..., + topic: _builtins.str = ..., + message_format: _DataFormat_pb2.StreamFormat | None = ..., + watermark_delay_threshold: _duration_pb2.Duration | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["message_format", b"message_format", "watermark_delay_threshold", b"watermark_delay_threshold"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["kafka_bootstrap_servers", b"kafka_bootstrap_servers", "message_format", b"message_format", "topic", b"topic", "watermark_delay_threshold", b"watermark_delay_threshold"]) -> None: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["message_format", b"message_format", "watermark_delay_threshold", b"watermark_delay_threshold"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["kafka_bootstrap_servers", b"kafka_bootstrap_servers", "message_format", b"message_format", "topic", b"topic", "watermark_delay_threshold", b"watermark_delay_threshold"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class KinesisOptions(google.protobuf.message.Message): + @_typing.final + class KinesisOptions(_message.Message): """Defines options for DataSource that sources features from Kinesis records. Each record should be a Protobuf that can be decoded with the generated Java Protobuf class at the given class path """ - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - REGION_FIELD_NUMBER: builtins.int - STREAM_NAME_FIELD_NUMBER: builtins.int - RECORD_FORMAT_FIELD_NUMBER: builtins.int - region: builtins.str + REGION_FIELD_NUMBER: _builtins.int + STREAM_NAME_FIELD_NUMBER: _builtins.int + RECORD_FORMAT_FIELD_NUMBER: _builtins.int + region: _builtins.str """AWS region of the Kinesis stream""" - stream_name: builtins.str + stream_name: _builtins.str """Name of the Kinesis stream to obtain feature data from.""" - @property - def record_format(self) -> feast.core.DataFormat_pb2.StreamFormat: + @_builtins.property + def record_format(self) -> _DataFormat_pb2.StreamFormat: """Defines the data format encoding the feature/entity data in Kinesis records. Kinesis Data Sources support Avro and Proto as data formats. """ + def __init__( self, *, - region: builtins.str = ..., - stream_name: builtins.str = ..., - record_format: feast.core.DataFormat_pb2.StreamFormat | None = ..., + region: _builtins.str = ..., + stream_name: _builtins.str = ..., + record_format: _DataFormat_pb2.StreamFormat | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["record_format", b"record_format"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["record_format", b"record_format", "region", b"region", "stream_name", b"stream_name"]) -> None: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["record_format", b"record_format"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["record_format", b"record_format", "region", b"region", "stream_name", b"stream_name"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class RedshiftOptions(google.protobuf.message.Message): + @_typing.final + class RedshiftOptions(_message.Message): """Defines options for DataSource that sources features from a Redshift Query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - SCHEMA_FIELD_NUMBER: builtins.int - DATABASE_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + SCHEMA_FIELD_NUMBER: _builtins.int + DATABASE_FIELD_NUMBER: _builtins.int + table: _builtins.str """Redshift table name""" - query: builtins.str + query: _builtins.str """SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective entity columns """ - schema: builtins.str + schema: _builtins.str """Redshift schema name""" - database: builtins.str + database: _builtins.str """Redshift database name""" def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., - schema: builtins.str = ..., - database: builtins.str = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., + schema: _builtins.str = ..., + database: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class AthenaOptions(google.protobuf.message.Message): + @_typing.final + class AthenaOptions(_message.Message): """Defines options for DataSource that sources features from a Athena Query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - DATABASE_FIELD_NUMBER: builtins.int - DATA_SOURCE_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + DATABASE_FIELD_NUMBER: _builtins.int + DATA_SOURCE_FIELD_NUMBER: _builtins.int + table: _builtins.str """Athena table name""" - query: builtins.str + query: _builtins.str """SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective entity columns """ - database: builtins.str + database: _builtins.str """Athena database name""" - data_source: builtins.str + data_source: _builtins.str """Athena schema name""" def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., - database: builtins.str = ..., - data_source: builtins.str = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., + database: _builtins.str = ..., + data_source: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["data_source", b"data_source", "database", b"database", "query", b"query", "table", b"table"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["data_source", b"data_source", "database", b"database", "query", b"query", "table", b"table"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class SnowflakeOptions(google.protobuf.message.Message): + @_typing.final + class SnowflakeOptions(_message.Message): """Defines options for DataSource that sources features from a Snowflake Query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - SCHEMA_FIELD_NUMBER: builtins.int - DATABASE_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + SCHEMA_FIELD_NUMBER: _builtins.int + DATABASE_FIELD_NUMBER: _builtins.int + table: _builtins.str """Snowflake table name""" - query: builtins.str + query: _builtins.str """SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective entity columns """ - schema: builtins.str + schema: _builtins.str """Snowflake schema name""" - database: builtins.str + database: _builtins.str """Snowflake schema name""" def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., - schema: builtins.str = ..., - database: builtins.str = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., + schema: _builtins.str = ..., + database: _builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class SparkOptions(google.protobuf.message.Message): + @_typing.final + class SparkOptions(_message.Message): """Defines options for DataSource that sources features from a spark table/query""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - TABLE_FIELD_NUMBER: builtins.int - QUERY_FIELD_NUMBER: builtins.int - PATH_FIELD_NUMBER: builtins.int - FILE_FORMAT_FIELD_NUMBER: builtins.int - DATE_PARTITION_COLUMN_FORMAT_FIELD_NUMBER: builtins.int - TABLE_FORMAT_FIELD_NUMBER: builtins.int - table: builtins.str + TABLE_FIELD_NUMBER: _builtins.int + QUERY_FIELD_NUMBER: _builtins.int + PATH_FIELD_NUMBER: _builtins.int + FILE_FORMAT_FIELD_NUMBER: _builtins.int + DATE_PARTITION_COLUMN_FORMAT_FIELD_NUMBER: _builtins.int + TABLE_FORMAT_FIELD_NUMBER: _builtins.int + table: _builtins.str """Table name""" - query: builtins.str + query: _builtins.str """Spark SQl query that returns the table, this is an alternative to `table`""" - path: builtins.str + path: _builtins.str """Path from which spark can read the table, this is an alternative to `table`""" - file_format: builtins.str + file_format: _builtins.str """Format of files at `path` (e.g. parquet, avro, etc)""" - date_partition_column_format: builtins.str + date_partition_column_format: _builtins.str """Date Format of date partition column (e.g. %Y-%m-%d)""" - @property - def table_format(self) -> feast.core.DataFormat_pb2.TableFormat: + @_builtins.property + def table_format(self) -> _DataFormat_pb2.TableFormat: """Table Format (e.g. iceberg, delta, hudi)""" + def __init__( self, *, - table: builtins.str = ..., - query: builtins.str = ..., - path: builtins.str = ..., - file_format: builtins.str = ..., - date_partition_column_format: builtins.str = ..., - table_format: feast.core.DataFormat_pb2.TableFormat | None = ..., + table: _builtins.str = ..., + query: _builtins.str = ..., + path: _builtins.str = ..., + file_format: _builtins.str = ..., + date_partition_column_format: _builtins.str = ..., + table_format: _DataFormat_pb2.TableFormat | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["table_format", b"table_format"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["date_partition_column_format", b"date_partition_column_format", "file_format", b"file_format", "path", b"path", "query", b"query", "table", b"table", "table_format", b"table_format"]) -> None: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["table_format", b"table_format"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["date_partition_column_format", b"date_partition_column_format", "file_format", b"file_format", "path", b"path", "query", b"query", "table", b"table", "table_format", b"table_format"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class CustomSourceOptions(google.protobuf.message.Message): + @_typing.final + class CustomSourceOptions(_message.Message): """Defines configuration for custom third-party data sources.""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - CONFIGURATION_FIELD_NUMBER: builtins.int - configuration: builtins.bytes + CONFIGURATION_FIELD_NUMBER: _builtins.int + configuration: _builtins.bytes """Serialized configuration information for the data source. The implementer of the custom data source is responsible for serializing and deserializing data from bytes """ def __init__( self, *, - configuration: builtins.bytes = ..., + configuration: _builtins.bytes = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["configuration", b"configuration"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["configuration", b"configuration"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class RequestDataOptions(google.protobuf.message.Message): + @_typing.final + class RequestDataOptions(_message.Message): """Defines options for DataSource that sources features from request data""" - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor - class DeprecatedSchemaEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor + @_typing.final + class DeprecatedSchemaEntry(_message.Message): + DESCRIPTOR: _descriptor.Descriptor - KEY_FIELD_NUMBER: builtins.int - VALUE_FIELD_NUMBER: builtins.int - key: builtins.str - value: feast.types.Value_pb2.ValueType.Enum.ValueType + KEY_FIELD_NUMBER: _builtins.int + VALUE_FIELD_NUMBER: _builtins.int + key: _builtins.str + value: _Value_pb2.ValueType.Enum.ValueType def __init__( self, *, - key: builtins.str = ..., - value: feast.types.Value_pb2.ValueType.Enum.ValueType = ..., + key: _builtins.str = ..., + value: _Value_pb2.ValueType.Enum.ValueType = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["key", b"key", "value", b"value"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - DEPRECATED_SCHEMA_FIELD_NUMBER: builtins.int - SCHEMA_FIELD_NUMBER: builtins.int - @property - def deprecated_schema(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType]: + DEPRECATED_SCHEMA_FIELD_NUMBER: _builtins.int + SCHEMA_FIELD_NUMBER: _builtins.int + @_builtins.property + def deprecated_schema(self) -> _containers.ScalarMap[_builtins.str, _Value_pb2.ValueType.Enum.ValueType]: """Mapping of feature name to type""" - @property - def schema(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.core.Feature_pb2.FeatureSpecV2]: ... + + @_builtins.property + def schema(self) -> _containers.RepeatedCompositeFieldContainer[_Feature_pb2.FeatureSpecV2]: ... def __init__( self, *, - deprecated_schema: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType] | None = ..., - schema: collections.abc.Iterable[feast.core.Feature_pb2.FeatureSpecV2] | None = ..., + deprecated_schema: _abc.Mapping[_builtins.str, _Value_pb2.ValueType.Enum.ValueType] | None = ..., + schema: _abc.Iterable[_Feature_pb2.FeatureSpecV2] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["deprecated_schema", b"deprecated_schema", "schema", b"schema"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["deprecated_schema", b"deprecated_schema", "schema", b"schema"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... - class PushOptions(google.protobuf.message.Message): + @_typing.final + class PushOptions(_message.Message): """Defines options for DataSource that supports pushing data to it. This allows data to be pushed to the online store on-demand, such as by stream consumers. """ - DESCRIPTOR: google.protobuf.descriptor.Descriptor + DESCRIPTOR: _descriptor.Descriptor def __init__( self, ) -> None: ... - NAME_FIELD_NUMBER: builtins.int - PROJECT_FIELD_NUMBER: builtins.int - DESCRIPTION_FIELD_NUMBER: builtins.int - TAGS_FIELD_NUMBER: builtins.int - OWNER_FIELD_NUMBER: builtins.int - TYPE_FIELD_NUMBER: builtins.int - FIELD_MAPPING_FIELD_NUMBER: builtins.int - TIMESTAMP_FIELD_FIELD_NUMBER: builtins.int - DATE_PARTITION_COLUMN_FIELD_NUMBER: builtins.int - CREATED_TIMESTAMP_COLUMN_FIELD_NUMBER: builtins.int - DATA_SOURCE_CLASS_TYPE_FIELD_NUMBER: builtins.int - BATCH_SOURCE_FIELD_NUMBER: builtins.int - META_FIELD_NUMBER: builtins.int - FILE_OPTIONS_FIELD_NUMBER: builtins.int - BIGQUERY_OPTIONS_FIELD_NUMBER: builtins.int - KAFKA_OPTIONS_FIELD_NUMBER: builtins.int - KINESIS_OPTIONS_FIELD_NUMBER: builtins.int - REDSHIFT_OPTIONS_FIELD_NUMBER: builtins.int - REQUEST_DATA_OPTIONS_FIELD_NUMBER: builtins.int - CUSTOM_OPTIONS_FIELD_NUMBER: builtins.int - SNOWFLAKE_OPTIONS_FIELD_NUMBER: builtins.int - PUSH_OPTIONS_FIELD_NUMBER: builtins.int - SPARK_OPTIONS_FIELD_NUMBER: builtins.int - TRINO_OPTIONS_FIELD_NUMBER: builtins.int - ATHENA_OPTIONS_FIELD_NUMBER: builtins.int - name: builtins.str + NAME_FIELD_NUMBER: _builtins.int + PROJECT_FIELD_NUMBER: _builtins.int + DESCRIPTION_FIELD_NUMBER: _builtins.int + TAGS_FIELD_NUMBER: _builtins.int + OWNER_FIELD_NUMBER: _builtins.int + TYPE_FIELD_NUMBER: _builtins.int + FIELD_MAPPING_FIELD_NUMBER: _builtins.int + TIMESTAMP_FIELD_FIELD_NUMBER: _builtins.int + DATE_PARTITION_COLUMN_FIELD_NUMBER: _builtins.int + CREATED_TIMESTAMP_COLUMN_FIELD_NUMBER: _builtins.int + DATA_SOURCE_CLASS_TYPE_FIELD_NUMBER: _builtins.int + BATCH_SOURCE_FIELD_NUMBER: _builtins.int + META_FIELD_NUMBER: _builtins.int + FILE_OPTIONS_FIELD_NUMBER: _builtins.int + BIGQUERY_OPTIONS_FIELD_NUMBER: _builtins.int + KAFKA_OPTIONS_FIELD_NUMBER: _builtins.int + KINESIS_OPTIONS_FIELD_NUMBER: _builtins.int + REDSHIFT_OPTIONS_FIELD_NUMBER: _builtins.int + REQUEST_DATA_OPTIONS_FIELD_NUMBER: _builtins.int + CUSTOM_OPTIONS_FIELD_NUMBER: _builtins.int + SNOWFLAKE_OPTIONS_FIELD_NUMBER: _builtins.int + PUSH_OPTIONS_FIELD_NUMBER: _builtins.int + SPARK_OPTIONS_FIELD_NUMBER: _builtins.int + TRINO_OPTIONS_FIELD_NUMBER: _builtins.int + ATHENA_OPTIONS_FIELD_NUMBER: _builtins.int + TIMESTAMP_FIELD_TYPE_FIELD_NUMBER: _builtins.int + name: _builtins.str """Unique name of data source within the project""" - project: builtins.str + project: _builtins.str """Name of Feast project that this data source belongs to.""" - description: builtins.str - @property - def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... - owner: builtins.str - type: global___DataSource.SourceType.ValueType - @property - def field_mapping(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: - """Defines mapping between fields in the sourced data - and fields in parent FeatureTable. - """ - timestamp_field: builtins.str + description: _builtins.str + owner: _builtins.str + type: Global___DataSource.SourceType.ValueType + timestamp_field: _builtins.str """Must specify event timestamp column name""" - date_partition_column: builtins.str + date_partition_column: _builtins.str """(Optional) Specify partition column useful for file sources """ - created_timestamp_column: builtins.str + created_timestamp_column: _builtins.str """Must specify creation timestamp column name""" - data_source_class_type: builtins.str + timestamp_field_type: _builtins.str + """(Optional) Type of the timestamp_field column ("TIMESTAMP" or "DATE"). + When set to "DATE", SQL generation uses date-only comparisons. + """ + data_source_class_type: _builtins.str """This is an internal field that is represents the python class for the data source object a proto object represents. This should be set by feast, and not by users. The field is used primarily by custom data sources and is mandatory for them to set. Feast may set it for first party sources as well. """ - @property - def batch_source(self) -> global___DataSource: + @_builtins.property + def tags(self) -> _containers.ScalarMap[_builtins.str, _builtins.str]: ... + @_builtins.property + def field_mapping(self) -> _containers.ScalarMap[_builtins.str, _builtins.str]: + """Defines mapping between fields in the sourced data + and fields in parent FeatureTable. + """ + + @_builtins.property + def batch_source(self) -> Global___DataSource: """Optional batch source for streaming sources for historical features and materialization.""" - @property - def meta(self) -> global___DataSource.SourceMeta: ... - @property - def file_options(self) -> global___DataSource.FileOptions: ... - @property - def bigquery_options(self) -> global___DataSource.BigQueryOptions: ... - @property - def kafka_options(self) -> global___DataSource.KafkaOptions: ... - @property - def kinesis_options(self) -> global___DataSource.KinesisOptions: ... - @property - def redshift_options(self) -> global___DataSource.RedshiftOptions: ... - @property - def request_data_options(self) -> global___DataSource.RequestDataOptions: ... - @property - def custom_options(self) -> global___DataSource.CustomSourceOptions: ... - @property - def snowflake_options(self) -> global___DataSource.SnowflakeOptions: ... - @property - def push_options(self) -> global___DataSource.PushOptions: ... - @property - def spark_options(self) -> global___DataSource.SparkOptions: ... - @property - def trino_options(self) -> global___DataSource.TrinoOptions: ... - @property - def athena_options(self) -> global___DataSource.AthenaOptions: ... + + @_builtins.property + def meta(self) -> Global___DataSource.SourceMeta: ... + @_builtins.property + def file_options(self) -> Global___DataSource.FileOptions: ... + @_builtins.property + def bigquery_options(self) -> Global___DataSource.BigQueryOptions: ... + @_builtins.property + def kafka_options(self) -> Global___DataSource.KafkaOptions: ... + @_builtins.property + def kinesis_options(self) -> Global___DataSource.KinesisOptions: ... + @_builtins.property + def redshift_options(self) -> Global___DataSource.RedshiftOptions: ... + @_builtins.property + def request_data_options(self) -> Global___DataSource.RequestDataOptions: ... + @_builtins.property + def custom_options(self) -> Global___DataSource.CustomSourceOptions: ... + @_builtins.property + def snowflake_options(self) -> Global___DataSource.SnowflakeOptions: ... + @_builtins.property + def push_options(self) -> Global___DataSource.PushOptions: ... + @_builtins.property + def spark_options(self) -> Global___DataSource.SparkOptions: ... + @_builtins.property + def trino_options(self) -> Global___DataSource.TrinoOptions: ... + @_builtins.property + def athena_options(self) -> Global___DataSource.AthenaOptions: ... def __init__( self, *, - name: builtins.str = ..., - project: builtins.str = ..., - description: builtins.str = ..., - tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., - owner: builtins.str = ..., - type: global___DataSource.SourceType.ValueType = ..., - field_mapping: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., - timestamp_field: builtins.str = ..., - date_partition_column: builtins.str = ..., - created_timestamp_column: builtins.str = ..., - data_source_class_type: builtins.str = ..., - batch_source: global___DataSource | None = ..., - meta: global___DataSource.SourceMeta | None = ..., - file_options: global___DataSource.FileOptions | None = ..., - bigquery_options: global___DataSource.BigQueryOptions | None = ..., - kafka_options: global___DataSource.KafkaOptions | None = ..., - kinesis_options: global___DataSource.KinesisOptions | None = ..., - redshift_options: global___DataSource.RedshiftOptions | None = ..., - request_data_options: global___DataSource.RequestDataOptions | None = ..., - custom_options: global___DataSource.CustomSourceOptions | None = ..., - snowflake_options: global___DataSource.SnowflakeOptions | None = ..., - push_options: global___DataSource.PushOptions | None = ..., - spark_options: global___DataSource.SparkOptions | None = ..., - trino_options: global___DataSource.TrinoOptions | None = ..., - athena_options: global___DataSource.AthenaOptions | None = ..., + name: _builtins.str = ..., + project: _builtins.str = ..., + description: _builtins.str = ..., + tags: _abc.Mapping[_builtins.str, _builtins.str] | None = ..., + owner: _builtins.str = ..., + type: Global___DataSource.SourceType.ValueType = ..., + field_mapping: _abc.Mapping[_builtins.str, _builtins.str] | None = ..., + timestamp_field: _builtins.str = ..., + date_partition_column: _builtins.str = ..., + created_timestamp_column: _builtins.str = ..., + timestamp_field_type: _builtins.str = ..., + data_source_class_type: _builtins.str = ..., + batch_source: Global___DataSource | None = ..., + meta: Global___DataSource.SourceMeta | None = ..., + file_options: Global___DataSource.FileOptions | None = ..., + bigquery_options: Global___DataSource.BigQueryOptions | None = ..., + kafka_options: Global___DataSource.KafkaOptions | None = ..., + kinesis_options: Global___DataSource.KinesisOptions | None = ..., + redshift_options: Global___DataSource.RedshiftOptions | None = ..., + request_data_options: Global___DataSource.RequestDataOptions | None = ..., + custom_options: Global___DataSource.CustomSourceOptions | None = ..., + snowflake_options: Global___DataSource.SnowflakeOptions | None = ..., + push_options: Global___DataSource.PushOptions | None = ..., + spark_options: Global___DataSource.SparkOptions | None = ..., + trino_options: Global___DataSource.TrinoOptions | None = ..., + athena_options: Global___DataSource.AthenaOptions | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "custom_options", b"custom_options", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "options", b"options", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "trino_options", b"trino_options"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "created_timestamp_column", b"created_timestamp_column", "custom_options", b"custom_options", "data_source_class_type", b"data_source_class_type", "date_partition_column", b"date_partition_column", "description", b"description", "field_mapping", b"field_mapping", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "name", b"name", "options", b"options", "owner", b"owner", "project", b"project", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "tags", b"tags", "timestamp_field", b"timestamp_field", "trino_options", b"trino_options", "type", b"type"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions.Literal["options", b"options"]) -> typing_extensions.Literal["file_options", "bigquery_options", "kafka_options", "kinesis_options", "redshift_options", "request_data_options", "custom_options", "snowflake_options", "push_options", "spark_options", "trino_options", "athena_options"] | None: ... - -global___DataSource = DataSource - -class DataSourceList(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor - - DATASOURCES_FIELD_NUMBER: builtins.int - @property - def datasources(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___DataSource]: ... + _HasFieldArgType: _TypeAlias = _typing.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "custom_options", b"custom_options", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "options", b"options", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "trino_options", b"trino_options"] # noqa: Y015 + def HasField(self, field_name: _HasFieldArgType) -> _builtins.bool: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "created_timestamp_column", b"created_timestamp_column", "custom_options", b"custom_options", "data_source_class_type", b"data_source_class_type", "date_partition_column", b"date_partition_column", "description", b"description", "field_mapping", b"field_mapping", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "name", b"name", "options", b"options", "owner", b"owner", "project", b"project", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "tags", b"tags", "timestamp_field", b"timestamp_field", "timestamp_field_type", b"timestamp_field_type", "trino_options", b"trino_options", "type", b"type"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... + _WhichOneofReturnType_options: _TypeAlias = _typing.Literal["file_options", "bigquery_options", "kafka_options", "kinesis_options", "redshift_options", "request_data_options", "custom_options", "snowflake_options", "push_options", "spark_options", "trino_options", "athena_options"] # noqa: Y015 + _WhichOneofArgType_options: _TypeAlias = _typing.Literal["options", b"options"] # noqa: Y015 + def WhichOneof(self, oneof_group: _WhichOneofArgType_options) -> _WhichOneofReturnType_options | None: ... + +Global___DataSource: _TypeAlias = DataSource # noqa: Y015 + +@_typing.final +class DataSourceList(_message.Message): + DESCRIPTOR: _descriptor.Descriptor + + DATASOURCES_FIELD_NUMBER: _builtins.int + @_builtins.property + def datasources(self) -> _containers.RepeatedCompositeFieldContainer[Global___DataSource]: ... def __init__( self, *, - datasources: collections.abc.Iterable[global___DataSource] | None = ..., + datasources: _abc.Iterable[Global___DataSource] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal["datasources", b"datasources"]) -> None: ... + _ClearFieldArgType: _TypeAlias = _typing.Literal["datasources", b"datasources"] # noqa: Y015 + def ClearField(self, field_name: _ClearFieldArgType) -> None: ... -global___DataSourceList = DataSourceList +Global___DataSourceList: _TypeAlias = DataSourceList # noqa: Y015 diff --git a/sdk/python/feast/protos/feast/core/FeatureView_pb2.py b/sdk/python/feast/protos/feast/core/FeatureView_pb2.py index de3fb93cb1f..71766558c82 100644 --- a/sdk/python/feast/protos/feast/core/FeatureView_pb2.py +++ b/sdk/python/feast/protos/feast/core/FeatureView_pb2.py @@ -19,7 +19,7 @@ from feast.protos.feast.core import Transformation_pb2 as feast_dot_core_dot_Transformation__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1c\x66\x65\x61st/core/FeatureView.proto\x12\nfeast.core\x1a\x1egoogle/protobuf/duration.proto\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\"c\n\x0b\x46\x65\x61tureView\x12)\n\x04spec\x18\x01 \x01(\x0b\x32\x1b.feast.core.FeatureViewSpec\x12)\n\x04meta\x18\x02 \x01(\x0b\x32\x1b.feast.core.FeatureViewMeta\"\x8d\x05\n\x0f\x46\x65\x61tureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x65ntities\x18\x03 \x03(\t\x12+\n\x08\x66\x65\x61tures\x18\x04 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x33\n\x04tags\x18\x05 \x03(\x0b\x32%.feast.core.FeatureViewSpec.TagsEntry\x12&\n\x03ttl\x18\x06 \x01(\x0b\x32\x19.google.protobuf.Duration\x12,\n\x0c\x62\x61tch_source\x18\x07 \x01(\x0b\x32\x16.feast.core.DataSource\x12\x0e\n\x06online\x18\x08 \x01(\x08\x12-\n\rstream_source\x18\t \x01(\x0b\x32\x16.feast.core.DataSource\x12\x13\n\x0b\x64\x65scription\x18\n \x01(\t\x12\r\n\x05owner\x18\x0b \x01(\t\x12\x31\n\x0e\x65ntity_columns\x18\x0c \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x0f\n\x07offline\x18\r \x01(\x08\x12\x31\n\x0csource_views\x18\x0e \x03(\x0b\x32\x1b.feast.core.FeatureViewSpec\x12\x43\n\x16\x66\x65\x61ture_transformation\x18\x0f \x01(\x0b\x32#.feast.core.FeatureTransformationV2\x12\x0c\n\x04mode\x18\x10 \x01(\t\x12\x19\n\x11\x65nable_validation\x18\x11 \x01(\x08\x12\x0f\n\x07version\x18\x12 \x01(\t\x12\x0b\n\x03org\x18\x13 \x01(\t\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\x80\x02\n\x0f\x46\x65\x61tureViewMeta\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\x46\n\x19materialization_intervals\x18\x03 \x03(\x0b\x32#.feast.core.MaterializationInterval\x12\x1e\n\x16\x63urrent_version_number\x18\x04 \x01(\x05\x12\x12\n\nversion_id\x18\x05 \x01(\t\"w\n\x17MaterializationInterval\x12.\n\nstart_time\x18\x01 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12,\n\x08\x65nd_time\x18\x02 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"@\n\x0f\x46\x65\x61tureViewList\x12-\n\x0c\x66\x65\x61tureviews\x18\x01 \x03(\x0b\x32\x17.feast.core.FeatureViewBU\n\x10\x66\x65\x61st.proto.coreB\x10\x46\x65\x61tureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1c\x66\x65\x61st/core/FeatureView.proto\x12\nfeast.core\x1a\x1egoogle/protobuf/duration.proto\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\"c\n\x0b\x46\x65\x61tureView\x12)\n\x04spec\x18\x01 \x01(\x0b\x32\x1b.feast.core.FeatureViewSpec\x12)\n\x04meta\x18\x02 \x01(\x0b\x32\x1b.feast.core.FeatureViewMeta\"\x9f\x05\n\x0f\x46\x65\x61tureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x65ntities\x18\x03 \x03(\t\x12+\n\x08\x66\x65\x61tures\x18\x04 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x33\n\x04tags\x18\x05 \x03(\x0b\x32%.feast.core.FeatureViewSpec.TagsEntry\x12&\n\x03ttl\x18\x06 \x01(\x0b\x32\x19.google.protobuf.Duration\x12,\n\x0c\x62\x61tch_source\x18\x07 \x01(\x0b\x32\x16.feast.core.DataSource\x12\x0e\n\x06online\x18\x08 \x01(\x08\x12-\n\rstream_source\x18\t \x01(\x0b\x32\x16.feast.core.DataSource\x12\x13\n\x0b\x64\x65scription\x18\n \x01(\t\x12\r\n\x05owner\x18\x0b \x01(\t\x12\x31\n\x0e\x65ntity_columns\x18\x0c \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x0f\n\x07offline\x18\r \x01(\x08\x12\x31\n\x0csource_views\x18\x0e \x03(\x0b\x32\x1b.feast.core.FeatureViewSpec\x12\x43\n\x16\x66\x65\x61ture_transformation\x18\x0f \x01(\x0b\x32#.feast.core.FeatureTransformationV2\x12\x0c\n\x04mode\x18\x10 \x01(\t\x12\x19\n\x11\x65nable_validation\x18\x11 \x01(\x08\x12\x0f\n\x07version\x18\x12 \x01(\t\x12\x0b\n\x03org\x18\x13 \x01(\t\x12\x10\n\x08\x64isabled\x18\x14 \x01(\x08\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xad\x02\n\x0f\x46\x65\x61tureViewMeta\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\x46\n\x19materialization_intervals\x18\x03 \x03(\x0b\x32#.feast.core.MaterializationInterval\x12\x1e\n\x16\x63urrent_version_number\x18\x04 \x01(\x05\x12\x12\n\nversion_id\x18\x05 \x01(\t\x12+\n\x05state\x18\x06 \x01(\x0e\x32\x1c.feast.core.FeatureViewState\"w\n\x17MaterializationInterval\x12.\n\nstart_time\x18\x01 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\x12,\n\x08\x65nd_time\x18\x02 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"@\n\x0f\x46\x65\x61tureViewList\x12-\n\x0c\x66\x65\x61tureviews\x18\x01 \x03(\x0b\x32\x17.feast.core.FeatureView*n\n\x10\x46\x65\x61tureViewState\x12\x15\n\x11STATE_UNSPECIFIED\x10\x00\x12\x0b\n\x07\x43REATED\x10\x01\x12\r\n\tGENERATED\x10\x02\x12\x11\n\rMATERIALIZING\x10\x03\x12\x14\n\x10\x41VAILABLE_ONLINE\x10\x04\x42U\n\x10\x66\x65\x61st.proto.coreB\x10\x46\x65\x61tureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -29,16 +29,18 @@ _globals['DESCRIPTOR']._serialized_options = b'\n\020feast.proto.coreB\020FeatureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/core' _globals['_FEATUREVIEWSPEC_TAGSENTRY']._options = None _globals['_FEATUREVIEWSPEC_TAGSENTRY']._serialized_options = b'8\001' + _globals['_FEATUREVIEWSTATE']._serialized_start=1463 + _globals['_FEATUREVIEWSTATE']._serialized_end=1573 _globals['_FEATUREVIEW']._serialized_start=197 _globals['_FEATUREVIEW']._serialized_end=296 _globals['_FEATUREVIEWSPEC']._serialized_start=299 - _globals['_FEATUREVIEWSPEC']._serialized_end=952 - _globals['_FEATUREVIEWSPEC_TAGSENTRY']._serialized_start=909 - _globals['_FEATUREVIEWSPEC_TAGSENTRY']._serialized_end=952 - _globals['_FEATUREVIEWMETA']._serialized_start=955 - _globals['_FEATUREVIEWMETA']._serialized_end=1211 - _globals['_MATERIALIZATIONINTERVAL']._serialized_start=1213 - _globals['_MATERIALIZATIONINTERVAL']._serialized_end=1332 - _globals['_FEATUREVIEWLIST']._serialized_start=1334 - _globals['_FEATUREVIEWLIST']._serialized_end=1398 + _globals['_FEATUREVIEWSPEC']._serialized_end=970 + _globals['_FEATUREVIEWSPEC_TAGSENTRY']._serialized_start=927 + _globals['_FEATUREVIEWSPEC_TAGSENTRY']._serialized_end=970 + _globals['_FEATUREVIEWMETA']._serialized_start=973 + _globals['_FEATUREVIEWMETA']._serialized_end=1274 + _globals['_MATERIALIZATIONINTERVAL']._serialized_start=1276 + _globals['_MATERIALIZATIONINTERVAL']._serialized_end=1395 + _globals['_FEATUREVIEWLIST']._serialized_start=1397 + _globals['_FEATUREVIEWLIST']._serialized_end=1461 # @@protoc_insertion_point(module_scope) diff --git a/sdk/python/feast/protos/feast/core/FeatureView_pb2.pyi b/sdk/python/feast/protos/feast/core/FeatureView_pb2.pyi index 4e22ad1b12b..e73bc66a555 100644 --- a/sdk/python/feast/protos/feast/core/FeatureView_pb2.pyi +++ b/sdk/python/feast/protos/feast/core/FeatureView_pb2.pyi @@ -24,17 +24,59 @@ import feast.core.Transformation_pb2 import google.protobuf.descriptor import google.protobuf.duration_pb2 import google.protobuf.internal.containers +import google.protobuf.internal.enum_type_wrapper import google.protobuf.message import google.protobuf.timestamp_pb2 import sys +import typing -if sys.version_info >= (3, 8): +if sys.version_info >= (3, 10): import typing as typing_extensions else: import typing_extensions DESCRIPTOR: google.protobuf.descriptor.FileDescriptor +class _FeatureViewState: + ValueType = typing.NewType("ValueType", builtins.int) + V: typing_extensions.TypeAlias = ValueType + +class _FeatureViewStateEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[_FeatureViewState.ValueType], builtins.type): # noqa: F821 + DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + STATE_UNSPECIFIED: _FeatureViewState.ValueType # 0 + """Default value for backward compatibility. Treated as AVAILABLE_ONLINE + for existing feature views that predate the state machine. + """ + CREATED: _FeatureViewState.ValueType # 1 + """Feature view has been registered via feast apply but no data is available.""" + GENERATED: _FeatureViewState.ValueType # 2 + """Feature engineering / offline data generation is complete. + The feature view is ready to be materialized. + """ + MATERIALIZING: _FeatureViewState.ValueType # 3 + """Materialization is currently in progress.""" + AVAILABLE_ONLINE: _FeatureViewState.ValueType # 4 + """Materialization completed. Features are available in the online store.""" + +class FeatureViewState(_FeatureViewState, metaclass=_FeatureViewStateEnumTypeWrapper): + """Lifecycle state of a feature view.""" + +STATE_UNSPECIFIED: FeatureViewState.ValueType # 0 +"""Default value for backward compatibility. Treated as AVAILABLE_ONLINE +for existing feature views that predate the state machine. +""" +CREATED: FeatureViewState.ValueType # 1 +"""Feature view has been registered via feast apply but no data is available.""" +GENERATED: FeatureViewState.ValueType # 2 +"""Feature engineering / offline data generation is complete. +The feature view is ready to be materialized. +""" +MATERIALIZING: FeatureViewState.ValueType # 3 +"""Materialization is currently in progress.""" +AVAILABLE_ONLINE: FeatureViewState.ValueType # 4 +"""Materialization completed. Features are available in the online store.""" +global___FeatureViewState = FeatureViewState + class FeatureView(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -98,6 +140,7 @@ class FeatureViewSpec(google.protobuf.message.Message): ENABLE_VALIDATION_FIELD_NUMBER: builtins.int VERSION_FIELD_NUMBER: builtins.int ORG_FIELD_NUMBER: builtins.int + DISABLED_FIELD_NUMBER: builtins.int name: builtins.str """Name of the feature view. Must be unique. Not updated.""" project: builtins.str @@ -154,6 +197,11 @@ class FeatureViewSpec(google.protobuf.message.Message): """User-specified version pin (e.g. "latest", "v2", "version2")""" org: builtins.str """Organizational unit that owns this feature view (e.g. "ads", "search").""" + disabled: builtins.bool + """Whether this feature view is disabled for serving and materialization. + When true, the feature view will not serve online features or be materialized. + Defaults to false (enabled) for backward compatibility. + """ def __init__( self, *, @@ -176,9 +224,10 @@ class FeatureViewSpec(google.protobuf.message.Message): enable_validation: builtins.bool = ..., version: builtins.str = ..., org: builtins.str = ..., + disabled: builtins.bool = ..., ) -> None: ... def HasField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "feature_transformation", b"feature_transformation", "stream_source", b"stream_source", "ttl", b"ttl"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "description", b"description", "enable_validation", b"enable_validation", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "offline", b"offline", "online", b"online", "org", b"org", "owner", b"owner", "project", b"project", "source_views", b"source_views", "stream_source", b"stream_source", "tags", b"tags", "ttl", b"ttl", "version", b"version"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "description", b"description", "disabled", b"disabled", "enable_validation", b"enable_validation", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "offline", b"offline", "online", b"online", "org", b"org", "owner", b"owner", "project", b"project", "source_views", b"source_views", "stream_source", b"stream_source", "tags", b"tags", "ttl", b"ttl", "version", b"version"]) -> None: ... global___FeatureViewSpec = FeatureViewSpec @@ -190,6 +239,7 @@ class FeatureViewMeta(google.protobuf.message.Message): MATERIALIZATION_INTERVALS_FIELD_NUMBER: builtins.int CURRENT_VERSION_NUMBER_FIELD_NUMBER: builtins.int VERSION_ID_FIELD_NUMBER: builtins.int + STATE_FIELD_NUMBER: builtins.int @property def created_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: """Time where this Feature View is created""" @@ -203,6 +253,8 @@ class FeatureViewMeta(google.protobuf.message.Message): """The current version number of this feature view in the version history.""" version_id: builtins.str """Auto-generated UUID identifying this specific version.""" + state: global___FeatureViewState.ValueType + """Lifecycle state of this feature view.""" def __init__( self, *, @@ -211,9 +263,10 @@ class FeatureViewMeta(google.protobuf.message.Message): materialization_intervals: collections.abc.Iterable[global___MaterializationInterval] | None = ..., current_version_number: builtins.int = ..., version_id: builtins.str = ..., + state: global___FeatureViewState.ValueType = ..., ) -> None: ... def HasField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "last_updated_timestamp", b"last_updated_timestamp"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "current_version_number", b"current_version_number", "last_updated_timestamp", b"last_updated_timestamp", "materialization_intervals", b"materialization_intervals", "version_id", b"version_id"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "current_version_number", b"current_version_number", "last_updated_timestamp", b"last_updated_timestamp", "materialization_intervals", b"materialization_intervals", "state", b"state", "version_id", b"version_id"]) -> None: ... global___FeatureViewMeta = FeatureViewMeta diff --git a/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.py b/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.py index 313d93ca38d..1c264ec06c5 100644 --- a/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.py +++ b/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.py @@ -21,7 +21,7 @@ from feast.protos.feast.core import Aggregation_pb2 as feast_dot_core_dot_Aggregation__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n$feast/core/OnDemandFeatureView.proto\x12\nfeast.core\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1c\x66\x65\x61st/core/FeatureView.proto\x1a&feast/core/FeatureViewProjection.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\x1a\x1c\x66\x65\x61st/core/Aggregation.proto\"{\n\x13OnDemandFeatureView\x12\x31\n\x04spec\x18\x01 \x01(\x0b\x32#.feast.core.OnDemandFeatureViewSpec\x12\x31\n\x04meta\x18\x02 \x01(\x0b\x32#.feast.core.OnDemandFeatureViewMeta\"\xdd\x05\n\x17OnDemandFeatureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12+\n\x08\x66\x65\x61tures\x18\x03 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x41\n\x07sources\x18\x04 \x03(\x0b\x32\x30.feast.core.OnDemandFeatureViewSpec.SourcesEntry\x12\x42\n\x15user_defined_function\x18\x05 \x01(\x0b\x32\x1f.feast.core.UserDefinedFunctionB\x02\x18\x01\x12\x43\n\x16\x66\x65\x61ture_transformation\x18\n \x01(\x0b\x32#.feast.core.FeatureTransformationV2\x12\x13\n\x0b\x64\x65scription\x18\x06 \x01(\t\x12;\n\x04tags\x18\x07 \x03(\x0b\x32-.feast.core.OnDemandFeatureViewSpec.TagsEntry\x12\r\n\x05owner\x18\x08 \x01(\t\x12\x0c\n\x04mode\x18\x0b \x01(\t\x12\x1d\n\x15write_to_online_store\x18\x0c \x01(\x08\x12\x10\n\x08\x65ntities\x18\r \x03(\t\x12\x31\n\x0e\x65ntity_columns\x18\x0e \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x11\n\tsingleton\x18\x0f \x01(\x08\x12-\n\x0c\x61ggregations\x18\x10 \x03(\x0b\x32\x17.feast.core.Aggregation\x12\x0f\n\x07version\x18\x11 \x01(\t\x12\x0b\n\x03org\x18\x12 \x01(\t\x1aJ\n\x0cSourcesEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12)\n\x05value\x18\x02 \x01(\x0b\x32\x1a.feast.core.OnDemandSource:\x02\x38\x01\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xc0\x01\n\x17OnDemandFeatureViewMeta\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\x1e\n\x16\x63urrent_version_number\x18\x03 \x01(\x05\x12\x12\n\nversion_id\x18\x04 \x01(\t\"\xc8\x01\n\x0eOnDemandSource\x12/\n\x0c\x66\x65\x61ture_view\x18\x01 \x01(\x0b\x32\x17.feast.core.FeatureViewH\x00\x12\x44\n\x17\x66\x65\x61ture_view_projection\x18\x03 \x01(\x0b\x32!.feast.core.FeatureViewProjectionH\x00\x12\x35\n\x13request_data_source\x18\x02 \x01(\x0b\x32\x16.feast.core.DataSourceH\x00\x42\x08\n\x06source\"H\n\x13UserDefinedFunction\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04\x62ody\x18\x02 \x01(\x0c\x12\x11\n\tbody_text\x18\x03 \x01(\t:\x02\x18\x01\"X\n\x17OnDemandFeatureViewList\x12=\n\x14ondemandfeatureviews\x18\x01 \x03(\x0b\x32\x1f.feast.core.OnDemandFeatureViewB]\n\x10\x66\x65\x61st.proto.coreB\x18OnDemandFeatureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n$feast/core/OnDemandFeatureView.proto\x12\nfeast.core\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1c\x66\x65\x61st/core/FeatureView.proto\x1a&feast/core/FeatureViewProjection.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\x1a\x1c\x66\x65\x61st/core/Aggregation.proto\"{\n\x13OnDemandFeatureView\x12\x31\n\x04spec\x18\x01 \x01(\x0b\x32#.feast.core.OnDemandFeatureViewSpec\x12\x31\n\x04meta\x18\x02 \x01(\x0b\x32#.feast.core.OnDemandFeatureViewMeta\"\xef\x05\n\x17OnDemandFeatureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12+\n\x08\x66\x65\x61tures\x18\x03 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x41\n\x07sources\x18\x04 \x03(\x0b\x32\x30.feast.core.OnDemandFeatureViewSpec.SourcesEntry\x12\x42\n\x15user_defined_function\x18\x05 \x01(\x0b\x32\x1f.feast.core.UserDefinedFunctionB\x02\x18\x01\x12\x43\n\x16\x66\x65\x61ture_transformation\x18\n \x01(\x0b\x32#.feast.core.FeatureTransformationV2\x12\x13\n\x0b\x64\x65scription\x18\x06 \x01(\t\x12;\n\x04tags\x18\x07 \x03(\x0b\x32-.feast.core.OnDemandFeatureViewSpec.TagsEntry\x12\r\n\x05owner\x18\x08 \x01(\t\x12\x0c\n\x04mode\x18\x0b \x01(\t\x12\x1d\n\x15write_to_online_store\x18\x0c \x01(\x08\x12\x10\n\x08\x65ntities\x18\r \x03(\t\x12\x31\n\x0e\x65ntity_columns\x18\x0e \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x11\n\tsingleton\x18\x0f \x01(\x08\x12-\n\x0c\x61ggregations\x18\x10 \x03(\x0b\x32\x17.feast.core.Aggregation\x12\x0f\n\x07version\x18\x11 \x01(\t\x12\x0b\n\x03org\x18\x12 \x01(\t\x12\x10\n\x08\x64isabled\x18\x13 \x01(\x08\x1aJ\n\x0cSourcesEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12)\n\x05value\x18\x02 \x01(\x0b\x32\x1a.feast.core.OnDemandSource:\x02\x38\x01\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xed\x01\n\x17OnDemandFeatureViewMeta\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\x1e\n\x16\x63urrent_version_number\x18\x03 \x01(\x05\x12\x12\n\nversion_id\x18\x04 \x01(\t\x12+\n\x05state\x18\x05 \x01(\x0e\x32\x1c.feast.core.FeatureViewState\"\xc8\x01\n\x0eOnDemandSource\x12/\n\x0c\x66\x65\x61ture_view\x18\x01 \x01(\x0b\x32\x17.feast.core.FeatureViewH\x00\x12\x44\n\x17\x66\x65\x61ture_view_projection\x18\x03 \x01(\x0b\x32!.feast.core.FeatureViewProjectionH\x00\x12\x35\n\x13request_data_source\x18\x02 \x01(\x0b\x32\x16.feast.core.DataSourceH\x00\x42\x08\n\x06source\"H\n\x13UserDefinedFunction\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04\x62ody\x18\x02 \x01(\x0c\x12\x11\n\tbody_text\x18\x03 \x01(\t:\x02\x18\x01\"X\n\x17OnDemandFeatureViewList\x12=\n\x14ondemandfeatureviews\x18\x01 \x03(\x0b\x32\x1f.feast.core.OnDemandFeatureViewB]\n\x10\x66\x65\x61st.proto.coreB\x18OnDemandFeatureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -40,17 +40,17 @@ _globals['_ONDEMANDFEATUREVIEW']._serialized_start=273 _globals['_ONDEMANDFEATUREVIEW']._serialized_end=396 _globals['_ONDEMANDFEATUREVIEWSPEC']._serialized_start=399 - _globals['_ONDEMANDFEATUREVIEWSPEC']._serialized_end=1132 - _globals['_ONDEMANDFEATUREVIEWSPEC_SOURCESENTRY']._serialized_start=1013 - _globals['_ONDEMANDFEATUREVIEWSPEC_SOURCESENTRY']._serialized_end=1087 - _globals['_ONDEMANDFEATUREVIEWSPEC_TAGSENTRY']._serialized_start=1089 - _globals['_ONDEMANDFEATUREVIEWSPEC_TAGSENTRY']._serialized_end=1132 - _globals['_ONDEMANDFEATUREVIEWMETA']._serialized_start=1135 - _globals['_ONDEMANDFEATUREVIEWMETA']._serialized_end=1327 - _globals['_ONDEMANDSOURCE']._serialized_start=1330 - _globals['_ONDEMANDSOURCE']._serialized_end=1530 - _globals['_USERDEFINEDFUNCTION']._serialized_start=1532 - _globals['_USERDEFINEDFUNCTION']._serialized_end=1604 - _globals['_ONDEMANDFEATUREVIEWLIST']._serialized_start=1606 - _globals['_ONDEMANDFEATUREVIEWLIST']._serialized_end=1694 + _globals['_ONDEMANDFEATUREVIEWSPEC']._serialized_end=1150 + _globals['_ONDEMANDFEATUREVIEWSPEC_SOURCESENTRY']._serialized_start=1031 + _globals['_ONDEMANDFEATUREVIEWSPEC_SOURCESENTRY']._serialized_end=1105 + _globals['_ONDEMANDFEATUREVIEWSPEC_TAGSENTRY']._serialized_start=1107 + _globals['_ONDEMANDFEATUREVIEWSPEC_TAGSENTRY']._serialized_end=1150 + _globals['_ONDEMANDFEATUREVIEWMETA']._serialized_start=1153 + _globals['_ONDEMANDFEATUREVIEWMETA']._serialized_end=1390 + _globals['_ONDEMANDSOURCE']._serialized_start=1393 + _globals['_ONDEMANDSOURCE']._serialized_end=1593 + _globals['_USERDEFINEDFUNCTION']._serialized_start=1595 + _globals['_USERDEFINEDFUNCTION']._serialized_end=1667 + _globals['_ONDEMANDFEATUREVIEWLIST']._serialized_start=1669 + _globals['_ONDEMANDFEATUREVIEWLIST']._serialized_end=1757 # @@protoc_insertion_point(module_scope) diff --git a/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.pyi b/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.pyi index 52998281a3f..9b5db304df7 100644 --- a/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.pyi +++ b/sdk/python/feast/protos/feast/core/OnDemandFeatureView_pb2.pyi @@ -112,6 +112,7 @@ class OnDemandFeatureViewSpec(google.protobuf.message.Message): AGGREGATIONS_FIELD_NUMBER: builtins.int VERSION_FIELD_NUMBER: builtins.int ORG_FIELD_NUMBER: builtins.int + DISABLED_FIELD_NUMBER: builtins.int name: builtins.str """Name of the feature view. Must be unique. Not updated.""" project: builtins.str @@ -150,6 +151,11 @@ class OnDemandFeatureViewSpec(google.protobuf.message.Message): """User-specified version pin (e.g. "latest", "v2", "version2")""" org: builtins.str """Organizational unit that owns this feature view (e.g. "ads", "search").""" + disabled: builtins.bool + """Whether this feature view is disabled for serving. + When true, the feature view will not serve features. + Defaults to false (enabled) for backward compatibility. + """ def __init__( self, *, @@ -170,9 +176,10 @@ class OnDemandFeatureViewSpec(google.protobuf.message.Message): aggregations: collections.abc.Iterable[feast.core.Aggregation_pb2.Aggregation] | None = ..., version: builtins.str = ..., org: builtins.str = ..., + disabled: builtins.bool = ..., ) -> None: ... def HasField(self, field_name: typing_extensions.Literal["feature_transformation", b"feature_transformation", "user_defined_function", b"user_defined_function"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["aggregations", b"aggregations", "description", b"description", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "org", b"org", "owner", b"owner", "project", b"project", "singleton", b"singleton", "sources", b"sources", "tags", b"tags", "user_defined_function", b"user_defined_function", "version", b"version", "write_to_online_store", b"write_to_online_store"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["aggregations", b"aggregations", "description", b"description", "disabled", b"disabled", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "org", b"org", "owner", b"owner", "project", b"project", "singleton", b"singleton", "sources", b"sources", "tags", b"tags", "user_defined_function", b"user_defined_function", "version", b"version", "write_to_online_store", b"write_to_online_store"]) -> None: ... global___OnDemandFeatureViewSpec = OnDemandFeatureViewSpec @@ -183,6 +190,7 @@ class OnDemandFeatureViewMeta(google.protobuf.message.Message): LAST_UPDATED_TIMESTAMP_FIELD_NUMBER: builtins.int CURRENT_VERSION_NUMBER_FIELD_NUMBER: builtins.int VERSION_ID_FIELD_NUMBER: builtins.int + STATE_FIELD_NUMBER: builtins.int @property def created_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: """Time where this Feature View is created""" @@ -193,6 +201,8 @@ class OnDemandFeatureViewMeta(google.protobuf.message.Message): """The current version number of this feature view in the version history.""" version_id: builtins.str """Auto-generated UUID identifying this specific version.""" + state: feast.core.FeatureView_pb2.FeatureViewState.ValueType + """Lifecycle state of this feature view.""" def __init__( self, *, @@ -200,9 +210,10 @@ class OnDemandFeatureViewMeta(google.protobuf.message.Message): last_updated_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ..., current_version_number: builtins.int = ..., version_id: builtins.str = ..., + state: feast.core.FeatureView_pb2.FeatureViewState.ValueType = ..., ) -> None: ... def HasField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "last_updated_timestamp", b"last_updated_timestamp"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "current_version_number", b"current_version_number", "last_updated_timestamp", b"last_updated_timestamp", "version_id", b"version_id"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "current_version_number", b"current_version_number", "last_updated_timestamp", b"last_updated_timestamp", "state", b"state", "version_id", b"version_id"]) -> None: ... global___OnDemandFeatureViewMeta = OnDemandFeatureViewMeta diff --git a/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.py b/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.py index 85a61d06005..9222c1bd2ae 100644 --- a/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.py +++ b/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.py @@ -21,7 +21,7 @@ from feast.protos.feast.core import Transformation_pb2 as feast_dot_core_dot_Transformation__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\"feast/core/StreamFeatureView.proto\x12\nfeast.core\x1a\x1egoogle/protobuf/duration.proto\x1a$feast/core/OnDemandFeatureView.proto\x1a\x1c\x66\x65\x61st/core/FeatureView.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x1c\x66\x65\x61st/core/Aggregation.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\"o\n\x11StreamFeatureView\x12/\n\x04spec\x18\x01 \x01(\x0b\x32!.feast.core.StreamFeatureViewSpec\x12)\n\x04meta\x18\x02 \x01(\x0b\x32\x1b.feast.core.FeatureViewMeta\"\xac\x06\n\x15StreamFeatureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x65ntities\x18\x03 \x03(\t\x12+\n\x08\x66\x65\x61tures\x18\x04 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x31\n\x0e\x65ntity_columns\x18\x05 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x13\n\x0b\x64\x65scription\x18\x06 \x01(\t\x12\x39\n\x04tags\x18\x07 \x03(\x0b\x32+.feast.core.StreamFeatureViewSpec.TagsEntry\x12\r\n\x05owner\x18\x08 \x01(\t\x12&\n\x03ttl\x18\t \x01(\x0b\x32\x19.google.protobuf.Duration\x12,\n\x0c\x62\x61tch_source\x18\n \x01(\x0b\x32\x16.feast.core.DataSource\x12-\n\rstream_source\x18\x0b \x01(\x0b\x32\x16.feast.core.DataSource\x12\x0e\n\x06online\x18\x0c \x01(\x08\x12\x42\n\x15user_defined_function\x18\r \x01(\x0b\x32\x1f.feast.core.UserDefinedFunctionB\x02\x18\x01\x12\x0c\n\x04mode\x18\x0e \x01(\t\x12-\n\x0c\x61ggregations\x18\x0f \x03(\x0b\x32\x17.feast.core.Aggregation\x12\x17\n\x0ftimestamp_field\x18\x10 \x01(\t\x12\x43\n\x16\x66\x65\x61ture_transformation\x18\x11 \x01(\x0b\x32#.feast.core.FeatureTransformationV2\x12\x15\n\renable_tiling\x18\x12 \x01(\x08\x12\x32\n\x0ftiling_hop_size\x18\x13 \x01(\x0b\x32\x19.google.protobuf.Duration\x12\x19\n\x11\x65nable_validation\x18\x14 \x01(\x08\x12\x0f\n\x07version\x18\x15 \x01(\t\x12\x0b\n\x03org\x18\x16 \x01(\t\x1a+\n\tTagsEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x42[\n\x10\x66\x65\x61st.proto.coreB\x16StreamFeatureViewProtoZ/github.com/feast-dev/feast/go/protos/feast/coreb\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\"feast/core/StreamFeatureView.proto\x12\nfeast.core\x1a\x1egoogle/protobuf/duration.proto\x1a$feast/core/OnDemandFeatureView.proto\x1a\x1c\x66\x65\x61st/core/FeatureView.proto\x1a\x18\x66\x65\x61st/core/Feature.proto\x1a\x1b\x66\x65\x61st/core/DataSource.proto\x1a\x1c\x66\x65\x61st/core/Aggregation.proto\x1a\x1f\x66\x65\x61st/core/Transformation.proto\"o\n\x11StreamFeatureView\x12/\n\x04spec\x18\x01 \x01(\x0b\x32!.feast.core.StreamFeatureViewSpec\x12)\n\x04meta\x18\x02 \x01(\x0b\x32\x1b.feast.core.FeatureViewMeta\"\xbe\x06\n\x15StreamFeatureViewSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07project\x18\x02 \x01(\t\x12\x10\n\x08\x65ntities\x18\x03 \x03(\t\x12+\n\x08\x66\x65\x61tures\x18\x04 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x31\n\x0e\x65ntity_columns\x18\x05 \x03(\x0b\x32\x19.feast.core.FeatureSpecV2\x12\x13\n\x0b\x64\x65scription\x18\x06 \x01(\t\x12\x39\n\x04tags\x18\x07 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b/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.pyi index 26ff6a42534..3fa504654f4 100644 --- a/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.pyi +++ b/sdk/python/feast/protos/feast/core/StreamFeatureView_pb2.pyi @@ -100,6 +100,7 @@ class StreamFeatureViewSpec(google.protobuf.message.Message): ENABLE_VALIDATION_FIELD_NUMBER: builtins.int VERSION_FIELD_NUMBER: builtins.int ORG_FIELD_NUMBER: builtins.int + DISABLED_FIELD_NUMBER: builtins.int name: builtins.str """Name of the feature view. Must be unique. Not updated.""" project: builtins.str @@ -161,6 +162,11 @@ class StreamFeatureViewSpec(google.protobuf.message.Message): """User-specified version pin (e.g. "latest", "v2", "version2")""" org: builtins.str """Organizational unit that owns this stream feature view (e.g. "ads", "search").""" + disabled: builtins.bool + """Whether this feature view is disabled for serving and materialization. + When true, the feature view will not serve online features or be materialized. + Defaults to false (enabled) for backward compatibility. + """ def __init__( self, *, @@ -186,8 +192,9 @@ class StreamFeatureViewSpec(google.protobuf.message.Message): enable_validation: builtins.bool = ..., version: builtins.str = ..., org: builtins.str = ..., + disabled: builtins.bool = ..., ) -> None: ... def HasField(self, field_name: typing_extensions.Literal["batch_source", b"batch_source", "feature_transformation", b"feature_transformation", "stream_source", b"stream_source", "tiling_hop_size", b"tiling_hop_size", "ttl", b"ttl", "user_defined_function", b"user_defined_function"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["aggregations", b"aggregations", "batch_source", b"batch_source", "description", b"description", "enable_tiling", b"enable_tiling", "enable_validation", b"enable_validation", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "online", b"online", "org", b"org", "owner", b"owner", "project", b"project", "stream_source", b"stream_source", "tags", b"tags", "tiling_hop_size", b"tiling_hop_size", "timestamp_field", b"timestamp_field", "ttl", b"ttl", "user_defined_function", b"user_defined_function", "version", b"version"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["aggregations", b"aggregations", "batch_source", b"batch_source", "description", b"description", "disabled", b"disabled", "enable_tiling", b"enable_tiling", "enable_validation", b"enable_validation", "entities", b"entities", "entity_columns", b"entity_columns", "feature_transformation", b"feature_transformation", "features", b"features", "mode", b"mode", "name", b"name", "online", b"online", "org", b"org", "owner", b"owner", "project", b"project", "stream_source", b"stream_source", "tags", b"tags", "tiling_hop_size", b"tiling_hop_size", "timestamp_field", b"timestamp_field", "ttl", b"ttl", "user_defined_function", b"user_defined_function", "version", b"version"]) -> None: ... global___StreamFeatureViewSpec = StreamFeatureViewSpec diff --git a/sdk/python/feast/protos/feast/types/Value_pb2.py b/sdk/python/feast/protos/feast/types/Value_pb2.py index 3f6e55d3005..e8c67b76c3f 100644 --- a/sdk/python/feast/protos/feast/types/Value_pb2.py +++ b/sdk/python/feast/protos/feast/types/Value_pb2.py @@ -14,7 +14,7 @@ -DESCRIPTOR = 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\x01(\x08H\x00\x12\x1c\n\x12unix_timestamp_key\x18\x06 \x01(\x03H\x00\x12\x13\n\tbytes_key\x18\x07 \x01(\x0cH\x00\x12\x12\n\x08uuid_key\x18\x08 \x01(\tH\x00\x12\x17\n\rtime_uuid_key\x18\t \x01(\tH\x00\x12\x15\n\x0b\x64\x65\x63imal_key\x18\n \x01(\tH\x00\x42\x05\n\x03key\"U\n\x0eScalarMapEntry\x12 \n\x03key\x18\x01 \x01(\x0b\x32\x13.feast.types.MapKey\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.feast.types.Value\"5\n\tScalarMap\x12(\n\x03val\x18\x01 \x03(\x0b\x32\x1b.feast.types.ScalarMapEntry*\x10\n\x04Null\x12\x08\n\x04NULL\x10\x00\x42Q\n\x11\x66\x65\x61st.proto.typesB\nValueProtoZ0github.com/feast-dev/feast/go/protos/feast/typesb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -24,48 +24,54 @@ _globals['DESCRIPTOR']._serialized_options = b'\n\021feast.proto.typesB\nValueProtoZ0github.com/feast-dev/feast/go/protos/feast/types' _globals['_MAP_VALENTRY']._options = None _globals['_MAP_VALENTRY']._serialized_options = b'8\001' - _globals['_NULL']._serialized_start=3018 - _globals['_NULL']._serialized_end=3034 + _globals['_NULL']._serialized_start=3468 + _globals['_NULL']._serialized_end=3484 _globals['_VALUETYPE']._serialized_start=41 - _globals['_VALUETYPE']._serialized_end=699 + _globals['_VALUETYPE']._serialized_end=715 _globals['_VALUETYPE_ENUM']._serialized_start=55 - _globals['_VALUETYPE_ENUM']._serialized_end=699 - _globals['_VALUE']._serialized_start=702 - _globals['_VALUE']._serialized_end=2454 - _globals['_BYTESLIST']._serialized_start=2456 - _globals['_BYTESLIST']._serialized_end=2480 - _globals['_STRINGLIST']._serialized_start=2482 - _globals['_STRINGLIST']._serialized_end=2507 - _globals['_INT32LIST']._serialized_start=2509 - _globals['_INT32LIST']._serialized_end=2533 - _globals['_INT64LIST']._serialized_start=2535 - _globals['_INT64LIST']._serialized_end=2559 - _globals['_DOUBLELIST']._serialized_start=2561 - _globals['_DOUBLELIST']._serialized_end=2586 - _globals['_FLOATLIST']._serialized_start=2588 - _globals['_FLOATLIST']._serialized_end=2612 - _globals['_BOOLLIST']._serialized_start=2614 - _globals['_BOOLLIST']._serialized_end=2637 - _globals['_BYTESSET']._serialized_start=2639 - _globals['_BYTESSET']._serialized_end=2662 - _globals['_STRINGSET']._serialized_start=2664 - _globals['_STRINGSET']._serialized_end=2688 - _globals['_INT32SET']._serialized_start=2690 - _globals['_INT32SET']._serialized_end=2713 - _globals['_INT64SET']._serialized_start=2715 - _globals['_INT64SET']._serialized_end=2738 - _globals['_DOUBLESET']._serialized_start=2740 - _globals['_DOUBLESET']._serialized_end=2764 - _globals['_FLOATSET']._serialized_start=2766 - _globals['_FLOATSET']._serialized_end=2789 - _globals['_BOOLSET']._serialized_start=2791 - _globals['_BOOLSET']._serialized_end=2813 - _globals['_MAP']._serialized_start=2815 - _globals['_MAP']._serialized_end=2924 - _globals['_MAP_VALENTRY']._serialized_start=2862 - _globals['_MAP_VALENTRY']._serialized_end=2924 - _globals['_MAPLIST']._serialized_start=2926 - _globals['_MAPLIST']._serialized_end=2966 - _globals['_REPEATEDVALUE']._serialized_start=2968 - _globals['_REPEATEDVALUE']._serialized_end=3016 + _globals['_VALUETYPE_ENUM']._serialized_end=715 + _globals['_VALUE']._serialized_start=718 + _globals['_VALUE']._serialized_end=2520 + _globals['_BYTESLIST']._serialized_start=2522 + _globals['_BYTESLIST']._serialized_end=2546 + _globals['_STRINGLIST']._serialized_start=2548 + _globals['_STRINGLIST']._serialized_end=2573 + _globals['_INT32LIST']._serialized_start=2575 + _globals['_INT32LIST']._serialized_end=2599 + _globals['_INT64LIST']._serialized_start=2601 + _globals['_INT64LIST']._serialized_end=2625 + _globals['_DOUBLELIST']._serialized_start=2627 + _globals['_DOUBLELIST']._serialized_end=2652 + _globals['_FLOATLIST']._serialized_start=2654 + _globals['_FLOATLIST']._serialized_end=2678 + _globals['_BOOLLIST']._serialized_start=2680 + _globals['_BOOLLIST']._serialized_end=2703 + _globals['_BYTESSET']._serialized_start=2705 + _globals['_BYTESSET']._serialized_end=2728 + _globals['_STRINGSET']._serialized_start=2730 + _globals['_STRINGSET']._serialized_end=2754 + _globals['_INT32SET']._serialized_start=2756 + _globals['_INT32SET']._serialized_end=2779 + _globals['_INT64SET']._serialized_start=2781 + _globals['_INT64SET']._serialized_end=2804 + _globals['_DOUBLESET']._serialized_start=2806 + _globals['_DOUBLESET']._serialized_end=2830 + _globals['_FLOATSET']._serialized_start=2832 + _globals['_FLOATSET']._serialized_end=2855 + _globals['_BOOLSET']._serialized_start=2857 + _globals['_BOOLSET']._serialized_end=2879 + _globals['_MAP']._serialized_start=2881 + _globals['_MAP']._serialized_end=2990 + _globals['_MAP_VALENTRY']._serialized_start=2928 + _globals['_MAP_VALENTRY']._serialized_end=2990 + _globals['_MAPLIST']._serialized_start=2992 + _globals['_MAPLIST']._serialized_end=3032 + _globals['_REPEATEDVALUE']._serialized_start=3034 + _globals['_REPEATEDVALUE']._serialized_end=3082 + _globals['_MAPKEY']._serialized_start=3085 + _globals['_MAPKEY']._serialized_end=3324 + _globals['_SCALARMAPENTRY']._serialized_start=3326 + _globals['_SCALARMAPENTRY']._serialized_end=3411 + _globals['_SCALARMAP']._serialized_start=3413 + _globals['_SCALARMAP']._serialized_end=3466 # @@protoc_insertion_point(module_scope) diff --git a/sdk/python/feast/protos/feast/types/Value_pb2.pyi b/sdk/python/feast/protos/feast/types/Value_pb2.pyi index 80c6a717acf..4c24284e1e4 100644 --- a/sdk/python/feast/protos/feast/types/Value_pb2.pyi +++ b/sdk/python/feast/protos/feast/types/Value_pb2.pyi @@ -97,6 +97,7 @@ class ValueType(google.protobuf.message.Message): DECIMAL: ValueType._Enum.ValueType # 44 DECIMAL_LIST: ValueType._Enum.ValueType # 45 DECIMAL_SET: ValueType._Enum.ValueType # 46 + SCALAR_MAP: ValueType._Enum.ValueType # 47 class Enum(_Enum, metaclass=_EnumEnumTypeWrapper): ... INVALID: ValueType.Enum.ValueType # 0 @@ -142,6 +143,7 @@ class ValueType(google.protobuf.message.Message): DECIMAL: ValueType.Enum.ValueType # 44 DECIMAL_LIST: ValueType.Enum.ValueType # 45 DECIMAL_SET: ValueType.Enum.ValueType # 46 + SCALAR_MAP: ValueType.Enum.ValueType # 47 def __init__( self, @@ -194,6 +196,7 @@ class Value(google.protobuf.message.Message): DECIMAL_VAL_FIELD_NUMBER: builtins.int DECIMAL_LIST_VAL_FIELD_NUMBER: builtins.int DECIMAL_SET_VAL_FIELD_NUMBER: builtins.int + SCALAR_MAP_VAL_FIELD_NUMBER: builtins.int bytes_val: builtins.bytes string_val: builtins.str int32_val: builtins.int @@ -265,6 +268,8 @@ class Value(google.protobuf.message.Message): def decimal_list_val(self) -> global___StringList: ... @property def decimal_set_val(self) -> global___StringSet: ... + @property + def scalar_map_val(self) -> global___ScalarMap: ... def __init__( self, *, @@ -310,10 +315,11 @@ class Value(google.protobuf.message.Message): decimal_val: builtins.str = ..., decimal_list_val: global___StringList | None = ..., decimal_set_val: global___StringSet | None = ..., + scalar_map_val: global___ScalarMap | None = ..., ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal["bool_list_val", b"bool_list_val", "bool_set_val", b"bool_set_val", "bool_val", b"bool_val", "bytes_list_val", b"bytes_list_val", "bytes_set_val", b"bytes_set_val", "bytes_val", b"bytes_val", "decimal_list_val", b"decimal_list_val", "decimal_set_val", b"decimal_set_val", "decimal_val", b"decimal_val", "double_list_val", b"double_list_val", "double_set_val", b"double_set_val", "double_val", b"double_val", "float_list_val", b"float_list_val", "float_set_val", b"float_set_val", "float_val", b"float_val", "int32_list_val", b"int32_list_val", "int32_set_val", b"int32_set_val", "int32_val", b"int32_val", "int64_list_val", b"int64_list_val", "int64_set_val", b"int64_set_val", "int64_val", b"int64_val", "json_list_val", b"json_list_val", "json_val", b"json_val", "list_val", b"list_val", "map_list_val", b"map_list_val", "map_val", b"map_val", "null_val", b"null_val", "set_val", b"set_val", "string_list_val", b"string_list_val", "string_set_val", b"string_set_val", "string_val", b"string_val", "struct_list_val", b"struct_list_val", "struct_val", b"struct_val", "time_uuid_list_val", b"time_uuid_list_val", "time_uuid_set_val", b"time_uuid_set_val", "time_uuid_val", b"time_uuid_val", "unix_timestamp_list_val", b"unix_timestamp_list_val", "unix_timestamp_set_val", b"unix_timestamp_set_val", "unix_timestamp_val", b"unix_timestamp_val", "uuid_list_val", b"uuid_list_val", "uuid_set_val", b"uuid_set_val", "uuid_val", b"uuid_val", "val", b"val"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal["bool_list_val", b"bool_list_val", "bool_set_val", b"bool_set_val", "bool_val", b"bool_val", "bytes_list_val", b"bytes_list_val", "bytes_set_val", b"bytes_set_val", "bytes_val", b"bytes_val", "decimal_list_val", b"decimal_list_val", "decimal_set_val", b"decimal_set_val", "decimal_val", b"decimal_val", "double_list_val", b"double_list_val", "double_set_val", b"double_set_val", "double_val", b"double_val", "float_list_val", b"float_list_val", "float_set_val", b"float_set_val", "float_val", b"float_val", "int32_list_val", b"int32_list_val", "int32_set_val", b"int32_set_val", "int32_val", b"int32_val", "int64_list_val", b"int64_list_val", "int64_set_val", b"int64_set_val", "int64_val", b"int64_val", "json_list_val", b"json_list_val", "json_val", b"json_val", "list_val", b"list_val", "map_list_val", b"map_list_val", "map_val", b"map_val", "null_val", b"null_val", "set_val", b"set_val", "string_list_val", b"string_list_val", "string_set_val", b"string_set_val", "string_val", b"string_val", "struct_list_val", b"struct_list_val", "struct_val", b"struct_val", "time_uuid_list_val", b"time_uuid_list_val", "time_uuid_set_val", b"time_uuid_set_val", "time_uuid_val", b"time_uuid_val", "unix_timestamp_list_val", b"unix_timestamp_list_val", "unix_timestamp_set_val", b"unix_timestamp_set_val", "unix_timestamp_val", b"unix_timestamp_val", "uuid_list_val", b"uuid_list_val", "uuid_set_val", b"uuid_set_val", "uuid_val", b"uuid_val", "val", b"val"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions.Literal["val", b"val"]) -> typing_extensions.Literal["bytes_val", "string_val", "int32_val", "int64_val", "double_val", "float_val", "bool_val", "unix_timestamp_val", "bytes_list_val", "string_list_val", "int32_list_val", "int64_list_val", "double_list_val", "float_list_val", "bool_list_val", "unix_timestamp_list_val", "null_val", "map_val", "map_list_val", "bytes_set_val", "string_set_val", "int32_set_val", "int64_set_val", "double_set_val", "float_set_val", "bool_set_val", "unix_timestamp_set_val", "json_val", "json_list_val", "struct_val", "struct_list_val", "uuid_val", "time_uuid_val", "uuid_list_val", "time_uuid_list_val", "uuid_set_val", "time_uuid_set_val", "list_val", "set_val", "decimal_val", "decimal_list_val", "decimal_set_val"] | None: ... + def HasField(self, field_name: typing_extensions.Literal["bool_list_val", b"bool_list_val", "bool_set_val", b"bool_set_val", "bool_val", b"bool_val", "bytes_list_val", b"bytes_list_val", "bytes_set_val", b"bytes_set_val", "bytes_val", b"bytes_val", "decimal_list_val", b"decimal_list_val", "decimal_set_val", b"decimal_set_val", "decimal_val", b"decimal_val", "double_list_val", b"double_list_val", "double_set_val", b"double_set_val", "double_val", b"double_val", "float_list_val", b"float_list_val", "float_set_val", b"float_set_val", "float_val", b"float_val", "int32_list_val", b"int32_list_val", "int32_set_val", b"int32_set_val", "int32_val", b"int32_val", "int64_list_val", b"int64_list_val", "int64_set_val", b"int64_set_val", "int64_val", b"int64_val", "json_list_val", b"json_list_val", "json_val", b"json_val", "list_val", b"list_val", "map_list_val", b"map_list_val", "map_val", b"map_val", "null_val", b"null_val", "scalar_map_val", b"scalar_map_val", "set_val", b"set_val", "string_list_val", b"string_list_val", "string_set_val", b"string_set_val", "string_val", b"string_val", "struct_list_val", b"struct_list_val", "struct_val", b"struct_val", "time_uuid_list_val", b"time_uuid_list_val", "time_uuid_set_val", b"time_uuid_set_val", "time_uuid_val", b"time_uuid_val", "unix_timestamp_list_val", b"unix_timestamp_list_val", "unix_timestamp_set_val", b"unix_timestamp_set_val", "unix_timestamp_val", b"unix_timestamp_val", "uuid_list_val", b"uuid_list_val", "uuid_set_val", b"uuid_set_val", "uuid_val", b"uuid_val", "val", b"val"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["bool_list_val", b"bool_list_val", "bool_set_val", b"bool_set_val", "bool_val", b"bool_val", "bytes_list_val", b"bytes_list_val", "bytes_set_val", b"bytes_set_val", "bytes_val", b"bytes_val", "decimal_list_val", b"decimal_list_val", "decimal_set_val", b"decimal_set_val", "decimal_val", b"decimal_val", "double_list_val", b"double_list_val", "double_set_val", b"double_set_val", "double_val", b"double_val", "float_list_val", b"float_list_val", "float_set_val", b"float_set_val", "float_val", b"float_val", "int32_list_val", b"int32_list_val", "int32_set_val", b"int32_set_val", "int32_val", b"int32_val", "int64_list_val", b"int64_list_val", "int64_set_val", b"int64_set_val", "int64_val", b"int64_val", "json_list_val", b"json_list_val", "json_val", b"json_val", "list_val", b"list_val", "map_list_val", b"map_list_val", "map_val", b"map_val", "null_val", b"null_val", "scalar_map_val", b"scalar_map_val", "set_val", b"set_val", "string_list_val", b"string_list_val", "string_set_val", b"string_set_val", "string_val", b"string_val", "struct_list_val", b"struct_list_val", "struct_val", b"struct_val", "time_uuid_list_val", b"time_uuid_list_val", "time_uuid_set_val", b"time_uuid_set_val", "time_uuid_val", b"time_uuid_val", "unix_timestamp_list_val", b"unix_timestamp_list_val", "unix_timestamp_set_val", b"unix_timestamp_set_val", "unix_timestamp_val", b"unix_timestamp_val", "uuid_list_val", b"uuid_list_val", "uuid_set_val", b"uuid_set_val", "uuid_val", b"uuid_val", "val", b"val"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["val", b"val"]) -> typing_extensions.Literal["bytes_val", "string_val", "int32_val", "int64_val", "double_val", "float_val", "bool_val", "unix_timestamp_val", "bytes_list_val", "string_list_val", "int32_list_val", "int64_list_val", "double_list_val", "float_list_val", "bool_list_val", "unix_timestamp_list_val", "null_val", "map_val", "map_list_val", "bytes_set_val", "string_set_val", "int32_set_val", "int64_set_val", "double_set_val", "float_set_val", "bool_set_val", "unix_timestamp_set_val", "json_val", "json_list_val", "struct_val", "struct_list_val", "uuid_val", "time_uuid_val", "uuid_list_val", "time_uuid_list_val", "uuid_set_val", "time_uuid_set_val", "list_val", "set_val", "decimal_val", "decimal_list_val", "decimal_set_val", "scalar_map_val"] | None: ... global___Value = Value @@ -592,3 +598,87 @@ class RepeatedValue(google.protobuf.message.Message): def ClearField(self, field_name: typing_extensions.Literal["val", b"val"]) -> None: ... global___RepeatedValue = RepeatedValue + +class MapKey(google.protobuf.message.Message): + """Map key for maps with non-string keys. + Excludes string (handled by Map) and all collection types (not valid as keys). + """ + + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + INT32_KEY_FIELD_NUMBER: builtins.int + INT64_KEY_FIELD_NUMBER: builtins.int + FLOAT_KEY_FIELD_NUMBER: builtins.int + DOUBLE_KEY_FIELD_NUMBER: builtins.int + BOOL_KEY_FIELD_NUMBER: builtins.int + UNIX_TIMESTAMP_KEY_FIELD_NUMBER: builtins.int + BYTES_KEY_FIELD_NUMBER: builtins.int + UUID_KEY_FIELD_NUMBER: builtins.int + TIME_UUID_KEY_FIELD_NUMBER: builtins.int + DECIMAL_KEY_FIELD_NUMBER: builtins.int + int32_key: builtins.int + int64_key: builtins.int + float_key: builtins.float + double_key: builtins.float + bool_key: builtins.bool + unix_timestamp_key: builtins.int + bytes_key: builtins.bytes + uuid_key: builtins.str + time_uuid_key: builtins.str + decimal_key: builtins.str + def __init__( + self, + *, + int32_key: builtins.int = ..., + int64_key: builtins.int = ..., + float_key: builtins.float = ..., + double_key: builtins.float = ..., + bool_key: builtins.bool = ..., + unix_timestamp_key: builtins.int = ..., + bytes_key: builtins.bytes = ..., + uuid_key: builtins.str = ..., + time_uuid_key: builtins.str = ..., + decimal_key: builtins.str = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["bool_key", b"bool_key", "bytes_key", b"bytes_key", "decimal_key", b"decimal_key", "double_key", b"double_key", "float_key", b"float_key", "int32_key", b"int32_key", "int64_key", b"int64_key", "key", b"key", "time_uuid_key", b"time_uuid_key", "unix_timestamp_key", b"unix_timestamp_key", "uuid_key", b"uuid_key"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["bool_key", b"bool_key", "bytes_key", b"bytes_key", "decimal_key", b"decimal_key", "double_key", b"double_key", "float_key", b"float_key", "int32_key", b"int32_key", "int64_key", b"int64_key", "key", b"key", "time_uuid_key", b"time_uuid_key", "unix_timestamp_key", b"unix_timestamp_key", "uuid_key", b"uuid_key"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["key", b"key"]) -> typing_extensions.Literal["int32_key", "int64_key", "float_key", "double_key", "bool_key", "unix_timestamp_key", "bytes_key", "uuid_key", "time_uuid_key", "decimal_key"] | None: ... + +global___MapKey = MapKey + +class ScalarMapEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + @property + def key(self) -> global___MapKey: ... + @property + def value(self) -> global___Value: ... + def __init__( + self, + *, + key: global___MapKey | None = ..., + value: global___Value | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + +global___ScalarMapEntry = ScalarMapEntry + +class ScalarMap(google.protobuf.message.Message): + """Map with non-string keys. For string-keyed maps use Map.""" + + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + VAL_FIELD_NUMBER: builtins.int + @property + def val(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___ScalarMapEntry]: ... + def __init__( + self, + *, + val: collections.abc.Iterable[global___ScalarMapEntry] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["val", b"val"]) -> None: ... + +global___ScalarMap = ScalarMap diff --git a/sdk/python/feast/registry_server.py b/sdk/python/feast/registry_server.py index 344453ad61e..c55cd1cc3b2 100644 --- a/sdk/python/feast/registry_server.py +++ b/sdk/python/feast/registry_server.py @@ -392,6 +392,7 @@ def ListFeatureViews( project=request.project, allow_cache=request.allow_cache, tags=dict(request.tags), + skip_udf=True, ), ), actions=AuthzedAction.DESCRIBE, @@ -416,6 +417,7 @@ def ListAllFeatureViews( project=request.project, allow_cache=request.allow_cache, tags=dict(request.tags), + skip_udf=True, ), ) @@ -588,6 +590,7 @@ def ListStreamFeatureViews( project=request.project, allow_cache=request.allow_cache, tags=dict(request.tags), + skip_udf=True, ), ), actions=AuthzedAction.DESCRIBE, @@ -629,6 +632,7 @@ def ListOnDemandFeatureViews( project=request.project, allow_cache=request.allow_cache, tags=dict(request.tags), + skip_udf=True, ), ), actions=AuthzedAction.DESCRIBE, @@ -1117,16 +1121,19 @@ 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]) self.proxied_registry.commit() return Empty() def Refresh(self, request, context): + project = self.proxied_registry.get_project( + name=request.project, allow_cache=True + ) + assert_permissions(resource=project, actions=[AuthzedAction.UPDATE]) self.proxied_registry.refresh(request.project) return Empty() - def Proto(self, request, context): - return self.proxied_registry.proto() - def ListFeatures(self, request: RegistryServer_pb2.ListFeaturesRequest, context): """ List all features in the registry, optionally filtered by project, feature_view, or name. @@ -1135,6 +1142,7 @@ def ListFeatures(self, request: RegistryServer_pb2.ListFeaturesRequest, context) feature_views = self.proxied_registry.list_all_feature_views( project=request.project, allow_cache=allow_cache, + skip_udf=True, ) permitted_fvs = permitted_resources( resources=cast(list[FeastObject], feature_views), diff --git a/sdk/python/feast/repo_config.py b/sdk/python/feast/repo_config.py index eb2898a962d..b8bc794aaf5 100644 --- a/sdk/python/feast/repo_config.py +++ b/sdk/python/feast/repo_config.py @@ -151,6 +151,13 @@ class FeastConfigBaseModel(BaseModel): model_config = ConfigDict(arbitrary_types_allowed=True, extra="forbid") +class McpRegistryConfig(FeastBaseModel): + """MCP (Model Context Protocol) configuration for the registry REST server.""" + + enabled: StrictBool = False + """ bool: Enable MCP support on the REST registry server. """ + + class RegistryConfig(FeastBaseModel): """Metadata Store Configuration. Configuration that relates to reading from and writing to the Feast registry.""" @@ -191,6 +198,9 @@ class RegistryConfig(FeastBaseModel): online store table and can be queried independently. Version history tracking in the registry is always active regardless of this setting. """ + mcp: Optional[McpRegistryConfig] = None + """ McpRegistryConfig: MCP (Model Context Protocol) configuration for the registry REST server. """ + @field_validator("path") def validate_path(cls, path: str, values: ValidationInfo) -> str: if values.data.get("registry_type") == "sql": @@ -345,6 +355,9 @@ class RepoConfig(FeastBaseModel): openlineage_config: Optional[OpenLineageConfig] = Field(None, alias="openlineage") """ Configuration for OpenLineage data lineage integration (optional). """ + mlflow_config: Optional[Any] = Field(None, alias="mlflow") + """ MlflowConfig: Configuration for MLflow experiment tracking integration (optional). """ + def __init__(self, **data: Any): super().__init__(**data) @@ -385,6 +398,11 @@ def __init__(self, **data: Any): if "openlineage" in data: self.openlineage_config = data["openlineage"] + # Initialize MLflow configuration + self._mlflow = None + if "mlflow" in data: + self.mlflow_config = data["mlflow"] + if self.entity_key_serialization_version < 3: warnings.warn( "The serialization version below 3 are deprecated. " @@ -485,6 +503,18 @@ def openlineage(self) -> Optional[OpenLineageConfig]: self._openlineage = self.openlineage_config return self._openlineage + @property + def mlflow(self): + """Get the MLflow configuration.""" + if not self._mlflow: + if isinstance(self.mlflow_config, Dict): + from feast.mlflow_integration.config import MlflowConfig + + self._mlflow = MlflowConfig(**self.mlflow_config) + elif self.mlflow_config: + self._mlflow = self.mlflow_config + return self._mlflow + @model_validator(mode="before") def _validate_auth_config(cls, values: Any) -> Any: from feast.permissions.auth_model import AuthConfig diff --git a/sdk/python/feast/stream_feature_view.py b/sdk/python/feast/stream_feature_view.py index 3d0f98edae3..9ee07e6a199 100644 --- a/sdk/python/feast/stream_feature_view.py +++ b/sdk/python/feast/stream_feature_view.py @@ -101,6 +101,8 @@ class StreamFeatureView(FeatureView): timestamp_field: str enable_tiling: bool tiling_hop_size: Optional[timedelta] + _raw_udf_proto: Optional[Any] = None + _raw_feature_transformation_proto: Optional[Any] = None def __init__( self, @@ -277,7 +279,12 @@ def to_proto(self): stream_source_proto = serialize_data_source(self.stream_source) udf_proto, feature_transformation = None, None - if self.udf: + if getattr(self, "_raw_udf_proto", None) is not None: + udf_proto = self._raw_udf_proto + feature_transformation = getattr( + self, "_raw_feature_transformation_proto", None + ) + elif self.udf: udf_proto = UserDefinedFunctionProto( name=self.udf.__name__, body=dill.dumps(self.udf, recurse=True), @@ -321,6 +328,7 @@ def to_proto(self): tiling_hop_size=tiling_hop_size_duration, enable_validation=self.enable_validation, version=self.version, + disabled=not self.enabled, ) return StreamFeatureViewProto(spec=spec, meta=meta) @@ -403,6 +411,20 @@ def from_proto(cls, sfv_proto, skip_udf: bool = False): else: stream_feature_view.current_version_number = None + stream_feature_view.enabled = not sfv_proto.spec.disabled + + # Restore lifecycle state from meta (SFV uses FeatureViewMeta which has state). + from feast.feature_view import FeatureViewState + + stream_feature_view.state = FeatureViewState.from_proto(sfv_proto.meta.state) + + if skip_udf and sfv_proto.spec.HasField("user_defined_function"): + stream_feature_view._raw_udf_proto = sfv_proto.spec.user_defined_function + if skip_udf and sfv_proto.spec.HasField("feature_transformation"): + stream_feature_view._raw_feature_transformation_proto = ( + sfv_proto.spec.feature_transformation + ) + stream_feature_view.entities = list(sfv_proto.spec.entities) stream_feature_view.features = [ @@ -452,6 +474,8 @@ def __copy__(self): enable_validation=self.enable_validation, version=self.version, ) + fv.enabled = self.enabled + fv.state = self.state fv.entities = self.entities fv.features = copy.copy(self.features) fv.entity_columns = copy.copy(self.entity_columns) diff --git a/sdk/python/feast/type_map.py b/sdk/python/feast/type_map.py index 7960a3a3620..e9ccee08f25 100644 --- a/sdk/python/feast/type_map.py +++ b/sdk/python/feast/type_map.py @@ -52,8 +52,11 @@ Int64List, Int64Set, Map, + MapKey, MapList, RepeatedValue, + ScalarMap, + ScalarMapEntry, StringList, StringSet, ) @@ -121,6 +124,8 @@ def feast_value_type_to_python_type( return _handle_map_value(val) elif val_attr == "map_list_val": return _handle_map_list_value(val) + elif val_attr == "scalar_map_val": + return _handle_scalar_map_value(val) # If it's a _LIST or _SET type extract the values. if hasattr(val, "val"): @@ -223,6 +228,43 @@ def _handle_nested_collection_value(repeated_value) -> List[Any]: return result +def _map_key_to_python_value(map_key: MapKey) -> Any: + """Convert a MapKey proto to its Python equivalent.""" + key_attr = map_key.WhichOneof("key") + if key_attr is None: + return None + val = getattr(map_key, key_attr) + if key_attr in ("int32_key", "int64_key"): + return int(val) + if key_attr in ("float_key", "double_key"): + return float(val) + if key_attr == "bool_key": + return bool(val) + if key_attr == "unix_timestamp_key": + return ( + datetime.fromtimestamp(val, tz=timezone.utc) + if val != NULL_TIMESTAMP_INT_VALUE + else None + ) + if key_attr == "bytes_key": + return bytes(val) + if key_attr in ("uuid_key", "time_uuid_key"): + return uuid_module.UUID(val) + if key_attr == "decimal_key": + return decimal.Decimal(val) + return val + + +def _handle_scalar_map_value(value_map_message: ScalarMap) -> Dict[Any, Any]: + """Handle ScalarMap proto message (repeated ScalarMapEntry) → Python dict.""" + result: Dict[Any, Any] = {} + for entry in value_map_message.val: + key = _map_key_to_python_value(entry.key) + value = feast_value_type_to_python_type(entry.value) + result[key] = value + return result + + def feast_value_type_to_pandas_type(value_type: ValueType) -> Any: value_type_to_pandas_type: Dict[ValueType, str] = { ValueType.FLOAT: "float", @@ -399,6 +441,9 @@ def python_type_to_feast_value_type( # Check if it's a dictionary (Map type) if isinstance(value, dict): + # Non-string keys require ScalarMap; string keys (or empty dict) use Map + if value and not isinstance(next(iter(value)), str): + return ValueType.SCALAR_MAP return ValueType.MAP raise ValueError( @@ -1066,6 +1111,21 @@ def _python_value_to_proto_value( ) return result + if feast_value_type == ValueType.SCALAR_MAP: + result = [] + for value in values: + if value is None: + result.append(ProtoValue()) + else: + if not isinstance(value, dict): + raise TypeError( + f"Expected dict for SCALAR_MAP type, got {type(value).__name__}: {value!r}" + ) + result.append( + ProtoValue(scalar_map_val=_python_dict_to_scalar_map_proto(value)) + ) + return result + # Handle JSON type — serialize Python objects as JSON strings if feast_value_type == ValueType.JSON: result = [] @@ -1249,6 +1309,48 @@ def _python_list_to_map_list_proto(python_list: List[Dict[str, Any]]) -> MapList return map_list_proto +def _python_value_to_map_key_proto(key: Any) -> MapKey: + """Convert a Python value to a MapKey proto for use in ScalarMap entries.""" + # bool must be checked before int since bool is a subclass of int + if isinstance(key, (bool, np.bool_)): + return MapKey(bool_key=bool(key)) + if isinstance(key, np.int32): + return MapKey(int32_key=int(key)) + if isinstance(key, (int, np.integer)): + return MapKey(int64_key=int(key)) + if isinstance(key, np.float32): + return MapKey(float_key=float(key)) + if isinstance(key, (float, np.floating)): + return MapKey(double_key=float(key)) + if isinstance(key, uuid_module.UUID): + return MapKey(uuid_key=str(key)) + if isinstance(key, decimal.Decimal): + return MapKey(decimal_key=str(key)) + if isinstance(key, bytes): + return MapKey(bytes_key=key) + if isinstance(key, (datetime, pd.Timestamp)): + ts = int(pd.Timestamp(key).timestamp()) + return MapKey(unix_timestamp_key=ts) + raise TypeError( + f"Unsupported key type for SCALAR_MAP: {type(key).__name__}. " + "Supported non-string key types: int, float, bool, uuid.UUID, " + "decimal.Decimal, bytes, datetime." + ) + + +def _python_dict_to_scalar_map_proto(python_dict: Dict[Any, Any]) -> ScalarMap: + """Convert a Python dictionary with non-string keys to a ScalarMap proto.""" + value_map_proto = ScalarMap() + for key, value in python_dict.items(): + map_key = _python_value_to_map_key_proto(key) + if value is None: + value_proto = ProtoValue() + else: + value_proto = python_values_to_proto_values([value], ValueType.UNKNOWN)[0] + value_map_proto.val.append(ScalarMapEntry(key=map_key, value=value_proto)) + return value_map_proto + + def python_values_to_proto_values( values: List[Any], feature_type: ValueType = ValueType.UNKNOWN ) -> List[ProtoValue]: @@ -1321,6 +1423,7 @@ def python_values_to_proto_values( "decimal_val": ValueType.DECIMAL, "decimal_list_val": ValueType.DECIMAL_LIST, "decimal_set_val": ValueType.DECIMAL_SET, + "scalar_map_val": ValueType.SCALAR_MAP, } VALUE_TYPE_TO_PROTO_VALUE_MAP: Dict[ValueType, str] = { diff --git a/sdk/python/feast/types.py b/sdk/python/feast/types.py index 0a97037811b..9a9cfeeec84 100644 --- a/sdk/python/feast/types.py +++ b/sdk/python/feast/types.py @@ -37,6 +37,7 @@ "UNIX_TIMESTAMP": "UNIX_TIMESTAMP", "MAP": "MAP", "JSON": "JSON", + "SCALAR_MAP": "SCALAR_MAP", } @@ -93,6 +94,7 @@ class PrimitiveFeastType(Enum): UUID = 13 TIME_UUID = 14 DECIMAL = 15 + SCALAR_MAP = 16 def to_value_type(self) -> ValueType: """ @@ -130,6 +132,7 @@ def __hash__(self): Uuid = PrimitiveFeastType.UUID TimeUuid = PrimitiveFeastType.TIME_UUID Decimal = PrimitiveFeastType.DECIMAL +ScalarMap = PrimitiveFeastType.SCALAR_MAP SUPPORTED_BASE_TYPES = [ Invalid, @@ -167,6 +170,7 @@ def __hash__(self): "UUID": "Uuid", "TIME_UUID": "TimeUuid", "DECIMAL": "Decimal", + "SCALAR_MAP": "ScalarMap", } @@ -346,6 +350,7 @@ def __hash__(self): ValueType.DECIMAL: Decimal, ValueType.DECIMAL_LIST: Array(Decimal), ValueType.DECIMAL_SET: Set(Decimal), + ValueType.SCALAR_MAP: ScalarMap, } FEAST_TYPES_TO_PYARROW_TYPES = { diff --git a/sdk/python/feast/ui_server.py b/sdk/python/feast/ui_server.py index 99a4abc9c81..883f995b82d 100644 --- a/sdk/python/feast/ui_server.py +++ b/sdk/python/feast/ui_server.py @@ -1,7 +1,7 @@ import json -import threading +import logging from importlib import resources as importlib_resources -from typing import Callable, Optional +from typing import Dict, List import uvicorn from fastapi import FastAPI, Response, status @@ -10,11 +10,79 @@ import feast +logger = logging.getLogger(__name__) + + +def _build_projects_list( + store: "feast.FeatureStore", + project_id: str, + root_path: str, +): + """Build the projects list for the UI.""" + discovered_projects = [] + registry_path_template = f"{root_path}/api/v1" + + try: + projects = store.registry.list_projects(allow_cache=True) + for proj in projects: + discovered_projects.append( + { + "name": proj.name.replace("_", " ").title(), + "description": proj.description or f"Project: {proj.name}", + "id": proj.name, + "registryPath": registry_path_template, + } + ) + except Exception: + pass + + if not discovered_projects: + discovered_projects.append( + { + "name": "Project", + "description": "Test project", + "id": project_id, + "registryPath": registry_path_template, + } + ) + + if len(discovered_projects) > 1: + all_projects_entry = { + "name": "All Projects", + "description": "View data across all projects", + "id": "all", + "registryPath": registry_path_template, + } + discovered_projects.insert(0, all_projects_entry) + + return {"projects": discovered_projects} + + +def _setup_rest_mode(app: FastAPI, store: "feast.FeatureStore"): + """Mount the REST registry API routes on the UI server under /api/v1.""" + from feast.api.registry.rest import register_all_routes + from feast.registry_server import RegistryServer + + grpc_handler = RegistryServer(store.registry) + + rest_app = FastAPI(root_path="/api/v1") + register_all_routes(rest_app, grpc_handler) + app.mount("/api/v1", rest_app) + + @app.get("/health") + def health(): + try: + store.registry.list_projects(allow_cache=True) + return Response(status_code=status.HTTP_200_OK) + except Exception: + return Response(status_code=status.HTTP_503_SERVICE_UNAVAILABLE) + + logger.info("REST registry API mounted at /api/v1") + def get_app( store: "feast.FeatureStore", project_id: str, - registry_ttl_secs: int, root_path: str = "", ): app = FastAPI() @@ -27,102 +95,288 @@ def get_app( allow_headers=["*"], ) - # Asynchronously refresh registry, notifying shutdown and canceling the active timer if the app is shutting down - registry_proto = None - shutting_down = False - active_timer: Optional[threading.Timer] = None - - def async_refresh(): - store.refresh_registry() - nonlocal registry_proto - registry_proto = store.registry.proto() - if shutting_down: - return - nonlocal active_timer - active_timer = threading.Timer(registry_ttl_secs, async_refresh) - active_timer.start() - - @app.on_event("shutdown") - def shutdown_event(): - nonlocal shutting_down - shutting_down = True - if active_timer: - active_timer.cancel() - - async_refresh() + _setup_rest_mode(app, store) 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: - # Initialize with the projects-list.json file + projects_dict = _build_projects_list(store, project_id, root_path) with ui_dir.joinpath("projects-list.json").open(mode="w") as f: - # Get all projects from the registry - discovered_projects = [] - registry = store.registry.proto() - - # Use the projects list from the registry - if registry and registry.projects and len(registry.projects) > 0: - for proj in registry.projects: - if proj.spec and proj.spec.name: - discovered_projects.append( - { - "name": proj.spec.name.replace("_", " ").title(), - "description": proj.spec.description - or f"Project: {proj.spec.name}", - "id": proj.spec.name, - "registryPath": f"{root_path}/registry", - } - ) - else: - # If no projects in registry, use the current project from feature_store.yaml - discovered_projects.append( + 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} + + 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` != ''" + ) + + 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 + + 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( { - "name": "Project", - "description": "Test project", - "id": project_id, - "registryPath": f"{root_path}/registry", + "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, []), } ) - # Add "All Projects" option at the beginning if there are multiple projects - if len(discovered_projects) > 1: - all_projects_entry = { - "name": "All Projects", - "description": "View data across all projects", - "id": "all", - "registryPath": f"{root_path}/registry", - } - discovered_projects.insert(0, all_projects_entry) + 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", + } - projects_dict = {"projects": discovered_projects} - f.write(json.dumps(projects_dict)) + _feature_usage_cache: Dict = {"data": None, "timestamp": 0.0} + _FEATURE_USAGE_TTL_SECONDS = 300 - @app.get("/registry") - def read_registry(): - if registry_proto is None: - return Response( - status_code=status.HTTP_503_SERVICE_UNAVAILABLE - ) # Service Unavailable - return Response( - content=registry_proto.SerializeToString(), - media_type="application/octet-stream", - ) + @app.get("/api/mlflow-feature-usage") + def get_mlflow_feature_usage(): + """Return per-feature-view usage stats aggregated from MLflow runs. - @app.get("/health") - def health(): - return ( - Response(status_code=status.HTTP_200_OK) - if registry_proto - else Response(status_code=status.HTTP_503_SERVICE_UNAVAILABLE) - ) + Caches results for 5 minutes to avoid hammering the MLflow server. + """ + import time as _time + + mlflow_cfg = getattr(store.config, "mlflow", None) + if not mlflow_cfg or not mlflow_cfg.enabled: + return {"feature_usage": {}, "mlflow_enabled": False} + + 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"] + + 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", + } + + @app.get("/api/mlflow-feature-models") + def get_mlflow_feature_models(): + """Return a mapping of feature_ref -> registered models that use it. + + 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": {}} + + 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 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", + } # For all other paths (such as paths that would otherwise be handled by react router), pass to React @app.api_route("/p/{path_name:path}", methods=["GET"]) def catch_all(): filename = ui_dir.joinpath("index.html") - with open(filename) as f: content = f.read() - return Response(content, media_type="text/html") app.mount( @@ -138,9 +392,7 @@ def start_server( store: "feast.FeatureStore", host: str, port: int, - get_registry_dump: Callable, project_id: str, - registry_ttl_sec: int, root_path: str = "", tls_key_path: str = "", tls_cert_path: str = "", @@ -148,9 +400,11 @@ def start_server( app = get_app( store, project_id, - registry_ttl_sec, root_path, ) + + logger.info(f"Starting Feast UI server on {host}:{port}") + if tls_key_path and tls_cert_path: uvicorn.run( app, diff --git a/sdk/python/feast/utils.py b/sdk/python/feast/utils.py index 55ad6c6a0b8..b9b511de698 100644 --- a/sdk/python/feast/utils.py +++ b/sdk/python/feast/utils.py @@ -1246,6 +1246,26 @@ def _get_feature_views_to_use( else: fv = registry.get_any_feature_view(name, project, allow_cache) + if hasattr(fv, "enabled") and not fv.enabled: + raise ValueError( + f"Feature view '{name}' is disabled and cannot serve features. " + f"Enable it with `feast feature-views enable {name}` or set enabled=True." + ) + + # Enforce lifecycle state gate: only serve if state is AVAILABLE_ONLINE + # or STATE_UNSPECIFIED (backward compat for pre-state feature views). + if hasattr(fv, "state"): + from feast.feature_view import FeatureViewState + + if isinstance(fv.state, FeatureViewState) and fv.state not in ( + FeatureViewState.STATE_UNSPECIFIED, + FeatureViewState.AVAILABLE_ONLINE, + ): + raise ValueError( + f"Feature view '{name}' is in state '{fv.state.name}' " + f"and cannot serve features. Only AVAILABLE_ONLINE feature views can serve." + ) + if isinstance(fv, OnDemandFeatureView): od_fvs_to_use.append( fv.with_projection(copy.copy(projection)) if projection else fv diff --git a/sdk/python/feast/value_type.py b/sdk/python/feast/value_type.py index f09ae948d9b..e8b0b5a10d6 100644 --- a/sdk/python/feast/value_type.py +++ b/sdk/python/feast/value_type.py @@ -82,6 +82,7 @@ class ValueType(enum.Enum): DECIMAL = 44 DECIMAL_LIST = 45 DECIMAL_SET = 46 + SCALAR_MAP = 47 ListType = Union[ diff --git a/sdk/python/requirements/py3.10-ci-requirements.txt b/sdk/python/requirements/py3.10-ci-requirements.txt index 6b9913159f1..7806c7f4af7 100644 --- a/sdk/python/requirements/py3.10-ci-requirements.txt +++ b/sdk/python/requirements/py3.10-ci-requirements.txt @@ -136,6 +136,7 @@ aiohttp==3.13.5 \ # via # aiobotocore # fsspec + # mlflow aioitertools==0.13.0 \ --hash=sha256:0be0292b856f08dfac90e31f4739432f4cb6d7520ab9eb73e143f4f2fa5259be \ --hash=sha256:620bd241acc0bbb9ec819f1ab215866871b4bbd1f73836a55f799200ee86950c @@ -148,6 +149,10 @@ alabaster==0.7.16 \ --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \ --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92 # via sphinx +alembic==1.18.4 \ + --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \ + --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc + # via mlflow altair==4.2.2 \ --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \ --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87 @@ -251,9 +256,9 @@ attrs==26.1.0 \ # jsonschema # openlineage-python # referencing -azure-core==1.40.0 \ - --hash=sha256:7f3ea02579b1bb1d34e45043423b650621d11d7c2ea3b05e5554010080b78dfd \ - --hash=sha256:ecf5b6ddf2564471fae9d576147b7e77a4da285958b2d9f4fd6c3af104f3e9d7 +azure-core==1.41.0 \ + --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d \ + --hash=sha256:f46ff5dfcd230f25cf1c19e8a34b8dc08a337b2503e268bb600a16c00db8ad5a # via # azure-identity # azure-storage-blob @@ -261,9 +266,9 @@ azure-identity==1.25.3 \ --hash=sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6 \ --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c # via feast (pyproject.toml) -azure-storage-blob==12.28.0 \ - --hash=sha256:00fb1db28bf6a7b7ecaa48e3b1d5c83bfadacc5a678b77826081304bd87d6461 \ - --hash=sha256:e7d98ea108258d29aa0efbfd591b2e2075fa1722a2fae8699f0b3c9de11eff41 +azure-storage-blob==12.29.0 \ + --hash=sha256:2824ddd7ebc9056034ebc76b17971a38e9aa5835abb0d565b9700493f2a6c657 \ + --hash=sha256:ccf8a1bcd5e49df83ab85aab793b579e5ba2eeea2ad8900b2f62ca3a37dc391f # via feast (pyproject.toml) babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ @@ -277,14 +282,18 @@ beautifulsoup4==4.14.3 \ # via # docling # nbconvert -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) bleach[css]==6.3.0 \ --hash=sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22 \ --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6 # via nbconvert +blinker==1.9.0 \ + --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \ + --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc + # via flask boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ --hash=sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80 @@ -308,6 +317,12 @@ build==1.5.0 \ # feast (pyproject.toml) # pip-tools # singlestoredb +cachetools==7.1.3 \ + --hash=sha256:135cfe944bc3c1e805505f65dae0bef375a2f96261171ab66c79ef77d0bda39d \ + --hash=sha256:9876787e2346e20584d5cca236cb5d49d04e7193de91646f230725b2e1e8b804 + # via + # mlflow-skinny + # mlflow-tracing cassandra-driver==3.30.0 \ --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \ --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \ @@ -575,91 +590,82 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask + # flask # geomet # great-expectations + # mlflow-skinny # pip-tools # ray # typer # uvicorn -clickhouse-connect==0.15.1 \ - --hash=sha256:08df7857ecd2e345abbbdfc54d80fa060732cf75c953940355140af9a73b730a \ - --hash=sha256:0bef871fb9803ae82b4dc1f797b6e784de0a4dec351591191a0c1a6008548284 \ - --hash=sha256:158325a06978f91a182967341188502a0761447d1e13ffa775cf017def1a3d9e \ - --hash=sha256:167e674dff8ac12be7796d93190b6fe9097c042940b3c41d87fe4d85970be27d \ - --hash=sha256:1ef6922c8887a8b0db49a81823ef031807c971f628a363f6d53b030abaefd589 \ - --hash=sha256:1ff5d10c6e49d36ee6941f52c4233f2bfb4198e9c726fed224f725974a667e37 \ - --hash=sha256:24cdfe9b486c8f2e66f5f51b1f322d89d9eb4df29d9ebb2fa19b553065651e85 \ - --hash=sha256:265f1660e8db5006ca32e8894e6c6cc984b343d96171ab0580b2104084b0fc08 \ - --hash=sha256:2e19c9daabe4c24027006e903d0ba3f2a6b2e0703af37b2536335ac4558d541e \ - --hash=sha256:2e52e20190004ed4578b803b1d5f2097c336fafec41b2cc0d490b5a4964c1284 \ - --hash=sha256:371a201ee128ba2b47bd05e2f184b0d20fb78171d27441a6fb1183f4fcc9316e \ - --hash=sha256:3b456d469db994b188bb0b5afa373e8f2e5e2bf41a70a736b9ed2485a976e9ae \ - --hash=sha256:3cf1b78abf7e1b97ab279a2b244357c40657d2d8504ff3f713c6577cd0550b38 \ - --hash=sha256:46bcebd00aff52ea5f7433e9cee1157b411dba9187f6677a18378c799c27c8aa \ - --hash=sha256:4bf70933ab860bd2f0a872db624603706bed400c915c7aeef382956cf8ebbdf3 \ - --hash=sha256:4f87d283399cbda676c8765605bf60dc6559df6fd38cbb9ea07048a4b34dda26 \ - --hash=sha256:5046cb96d1c344c35198fe072a21ce3f273754df3e58fd0a6222c9a1aff72e75 \ - --hash=sha256:5462bad97d97919a4ed230e2ef28d0b76bec0354a343218647830aac7744a43b \ - --hash=sha256:57ad606e878fd284242713449217a0c475fde6b9b7ab59e7ba9e9c388431f004 \ - --hash=sha256:5ab0d019c18d9d63b228ce2e45768f6c65fd27067d1127ab3e558c35c90f52ef \ - --hash=sha256:5de299ada0f7eb9090bb5a6304d8d78163d4d9cc8eb04d8f552bfb82bafb61d5 \ - --hash=sha256:60aa8c9c775d22db324260265f4c656f803fbc71de9193ef83cf8d8d0ef6ab9a \ - --hash=sha256:691cbf6d3dd16988feb75d43942bb212f50f0cbec284eb249e0cd33ebf74ad09 \ - --hash=sha256:693a03e44256886ac5dd26dc708833913157ec72e3b3a44fb89fd5fc202f85dc \ - --hash=sha256:6f9619f9e8885886039e451c2e22d3fb9bd2e95bc64bbf4ebe6c0a50875785f4 \ - --hash=sha256:7586fae639db65d6ff9f7d539aaac04ebd8604657751d78f6b45e7f971be83f3 \ - --hash=sha256:76699fb79c0de182f915d96a08c15afc19755d9d0e9c93411abb0e4b539c7166 \ - --hash=sha256:7a590116037ae56fab339b625f317d7c0a15bbede5f2f206ce1e55b1a2385e90 \ - --hash=sha256:82e60e108d78e32d58a0f21570b02d3baad67ccbad6482eeb79d74a616d8a5ad \ - --hash=sha256:83d881bf786b05489ccf96f07972b9c28638b513f3e064d39987d837749b35e3 \ - --hash=sha256:859c718cb93780dd681f75d59ceaf4415915fa9617a5ba2de6105e291d6df3ad \ - --hash=sha256:873d8f74eaec141f40ae060318c32353da94fdd4601f925bfd52426f3ddcd689 \ - --hash=sha256:8bb70307589099c67dfe9a973998491bc82c1af9040560b5ebab799721bb197d \ - --hash=sha256:9610ef6ff653f8a030f50e39cdeb1a39bea925c48f9196d787ea4b9f5eb1c8f0 \ - --hash=sha256:99d55aab64fdeb53d74c16d2c46ae5491e90aa37ba55c24884a68a869418ee8e \ - --hash=sha256:a1266a52bf61f0420630f625c5ac87bc2d095f08321820546300a699d4300ba3 \ - --hash=sha256:a326e2f5518d6a9d71f0895d50a3ccd8c4d5e3abb625f39330512ff3c45c6731 \ - --hash=sha256:a9d1e12bf86cd96626f74d21e3ac237abcda105f55cd2e78d139197d35f86209 \ - --hash=sha256:aa9890507aac52a8a5363813bb315b6867e86a97ffa08576cb934603f5bc0216 \ - --hash=sha256:ae24e4e7b10ff140c9041d9bdb2c08781145d844c7486c2661d223ededce7634 \ - --hash=sha256:aeb09a6f8585f3bd4d8c5bead38f3821c076e0bca08c474a7b9039732a6e2e9a \ - --hash=sha256:aed10f7615d0c72457d21ace9b59bfcbea0293188af2ffa3f3c2942d36974e7c \ - --hash=sha256:b2f5174fc6001a1555fc3cb565f3b727e1b786d572df0b30d14929ae13bd3542 \ - --hash=sha256:b692998e6dea344a4a2d7c34c129379767a068f234e1cb721ba27f1f023c70ee \ - --hash=sha256:b6d107b5f964af97f25a0d1bfd59fe3510f2a646c87ad4f9ab9014bb0c66aa1c \ - --hash=sha256:b8236c7dd675ed13d5e96f1f9126eeb711e8c266e4a0476ebc32be8a17decb32 \ - --hash=sha256:c12d9f2b2fc57adaf5ea267804f00e520771794641227ed5285e38fdf36557a6 \ - --hash=sha256:cd41ebe8b7f1c2579b22bbc414a800f3f8f5c843928019aca27c81592f70c5a7 \ - --hash=sha256:cdeee50fb2822e4f886d9676c5979b9e6f93ee9159b1aa1b7d62e71bcf7ae551 \ - --hash=sha256:d0dad989ae193c7261b12c9829f219fc1cb1ae9cad380c35cfe489f139c03ee9 \ - --hash=sha256:d10e8f42bafa12d43dd280d157af1ca5a1743e0ca94e61de94c1d00cb1b2da2b \ - --hash=sha256:d3fca3e0781b664556690decc788e7d25691043bf67a0d241e9c29233a2990d5 \ - --hash=sha256:d6e98c0cf53db3b24dc0ff9f522fcf13205b1d191c632567d1744fbd4671741f \ - --hash=sha256:d75324bb3a611eeb8c22b7fdda7c2cbc6ddbcc3871c65624b97f219430ded282 \ - --hash=sha256:df93fa024d6ed46dbc3182b6202180be4cf2bbe9c331dcb21f85963b1b3fd1e5 \ - --hash=sha256:e1a157205efd47884c22bfe061fc6f8c9aea844929ee755c47b446093805d21a \ - --hash=sha256:e307ea69dc2a6e6d942d2799ee8bfe20c99019ddf95121cbeaf7efbb97f79f09 \ - --hash=sha256:e702b77720ae6fd501e5a52262518dddb6c705fbc122bca4567694fb0bab401f \ - --hash=sha256:e88a31bbd9da7f4b49de39d21e8c93c8fbb5cf487071e935af0eba884681df00 \ - --hash=sha256:e911cffe6a9d9d27ccf91b8060086254c152c48ade47c1de3fc8e91d22cdd143 \ - --hash=sha256:eb595e820e46ccdffd702d23e4d1d1efadaa60db81a3da53e693ab055d8a3b1a \ - --hash=sha256:ecf244f91fc72e5dfe83652baf69a7ced414e9147288138897bc4376ebd6f8ac \ - --hash=sha256:f03814b6e6a72892ce913eaef3931e6d011068480e9c19b80e5c640fdac55109 \ - --hash=sha256:f13c34ad1ddb0d1efc92bc4039b50b534da94c51bbce25e61484bfd28b231cb5 \ - --hash=sha256:f25df0298ecea9c29768ab1267ff1186aacfff0cbd75ff3b588644043f313cd6 \ - --hash=sha256:f2aaf5fc0bb3098c24f0d8ca7e4ecbe605a26957481dfca2c8cef9d1fad7b7ca \ - --hash=sha256:fa01fdb92db6bf72cb9509eecd0a0057a4558a4f40c02eebffbc2d61b644620e +clickhouse-connect==1.0.0 \ + --hash=sha256:03ab4bda888575a2ea882ad4ed05bf9f5f15bb621209f6a4045231e3f26fedf7 \ + --hash=sha256:046f79215ebdd62192cc36e4d81b549570ca46e5b61e107b0d54cf7855b2ffff \ + --hash=sha256:04ba770a1e3d0f2d093fc7400d2da0e121b55b092b65250d738e09b0139a594e \ + --hash=sha256:07c23806a5dd00e95d7edd75796a2667234e99934033fb8f39659f58eb18fab1 \ + --hash=sha256:0a6faf07cfb16feb345c36dc5e2895a655d923ef64f10ff616eca44dfe5cc5b0 \ + --hash=sha256:0d4ed1e296c6e77dc0dbf486607cc39fc6e36866abb653543d5ad0a8426ea8f0 \ + --hash=sha256:0fcccd2b49d57a09e465fc0c01c7c323f0db637241b3fc93d869d1b256c46184 \ + --hash=sha256:1265ab0139fcf6fd36d358697a1a4dab313a6bdb7ab9a9bc8ecc3f656f16dee3 \ + --hash=sha256:1415f440ae59b03e10bd5cc11c0034f30ad5f8fad74b42153926482c99ac21eb \ + --hash=sha256:20b76e54c9ea77e86c47b3194f1a9ff1833bd6fa34cb81bfcec621eff94ed033 \ + --hash=sha256:250826f2c3a8466faa51e03902f4c989be5da6f2ab6f74928afadd19ce1e2336 \ + --hash=sha256:29185891d5de03f60ff9da37dbe1e1e44bed8ef252d0d1281ddf3a450dfe5023 \ + --hash=sha256:295e6ff6e3f7fe71c28b1753967d8669ce12d924486150c74c892d8f67cba4d9 \ + --hash=sha256:298e7816ae3ecb7935bf1fe3fb8b8e9eb639e4e14516b87f01ef5a1c223b992c \ + --hash=sha256:2ff97a4a607eb525d9835c939a05ff63f0d3127f33afe1ed78b05d928f49c16c \ + --hash=sha256:320f0c53c4cb8b06732d875cabd35a357992a9e0fcf9f4a18b631ea7ce377ef1 \ + --hash=sha256:3222ae6bf39930a34ff4a483c6b34a1f3dab02d6743428b0383f4d47af7a48db \ + --hash=sha256:34557e29c4dfa0df1f6e26d053d6af1ae8d1444f4bd44a5c647dc7dd3bea22c0 \ + --hash=sha256:345838366b453a8c9c38366ac54493c2fb325982967d7bd0cde3ff619b66d9b7 \ + --hash=sha256:39315f2096809a08cdc75850b52a3675a0639525bbd634b87c4f188bfd875200 \ + --hash=sha256:40f9ade34a50ef2edfa0007d7b300a72fb4be239a0581b5ffc46f165b6a3d1a6 \ + --hash=sha256:444a735bf44390cbd0a81d84d3b20bd0c36084d2a8b9d030bc41b938c3dff1d1 \ + --hash=sha256:46b6dbabbda32e7e717b2732585ffbccf11815ad36987af57a068a66d1a0292c \ + --hash=sha256:4959f9b8915d5a64193523b9b25d7446c583befb5e339cbf45dba68eb2c4abbb \ + --hash=sha256:4964db35f9352452861e0d4d93ea4e7f41c77889e6f78092fe6c6cae5e09f478 \ + --hash=sha256:53f1f9cd31b1af371340f39923a08ba0aef57a7a85ef4a27376107f376c1efc3 \ + --hash=sha256:56a0d59bc1639827ac7ad14158ba557e5287f6cee1b6c942fc1747be12cbcc07 \ + --hash=sha256:5ce486901a4042f6fc6a76ad2961bf5be7c4d970fabecf99113f6cb49d936303 \ + --hash=sha256:6977afeabca17cdd3bc11215902f20e850eb1d71451d93eaee8ac26068a84af4 \ + --hash=sha256:715f50937fcafa849c53314d443b55fb5b04b938f2402ec135c41e515a8312af \ + --hash=sha256:77a5ce7880dea5deadd53d189cf690bdee14513c055343104f5ad3ddcfe25025 \ + --hash=sha256:80c455d0ce5d93c4a744911dcbfb37124c009a826727770fd86f21a47d654333 \ + --hash=sha256:8c4f5c8fa36b605435b32efea4f40ce11babb5f5afcec1e00f6a6cce81f81000 \ + --hash=sha256:8e74375b92cfa94cb4c944a393a027af5c5ed562fc6b862baf6288696bc48688 \ + --hash=sha256:965a496c770d17d061115ad096d2c966af3cee40c167b035afd0f3bd8037327b \ + --hash=sha256:98a3efce3af5308ba3ed140c20a4dc6bf175736e2803b5cb75838ee36365a4eb \ + --hash=sha256:9a2612b246bb9aa69419b8d24732df50e80579f0c43dea97db457cc15b39bfb2 \ + --hash=sha256:9c64f7a26f97eeca472dab6ca9baddc1e36fae1d1c244541926ada4fad14a99b \ + --hash=sha256:9ec2a93d353415951ab10da943f30f0038acc0a1ff82b3253d82a106f3065f34 \ + --hash=sha256:a763c1b1c7977fcab59d2d1d2f249a5231abf44f8a3aa5b0df06bb849b5d0f65 \ + --hash=sha256:a9e780a6d45025469d4e9cea5fec8b0ee55ef76bae867b2f255a106c0c720133 \ + --hash=sha256:ab0a095afd9a6353872a51304c795949fb31f8fdf7519a0f27d7c0fb255983d7 \ + --hash=sha256:aebf884c1aed8cf857d3323ac041e1cf636a865d231dc241543d9a68e82b553d \ + --hash=sha256:bbc6000c1c297b969b6d0a097e84a7bfa31931b0512e4eb1674c6c6d158ade0b \ + --hash=sha256:d84b8b799c71a88a600ca0455fed2d2edb320f510b04969bf04ca6f4807ab4fc \ + --hash=sha256:dae66adb575b7eb9626d84edad4481d5c3d93ca680766c3f1891c13694913bee \ + --hash=sha256:de4a5d1ffa12127f89b5308f95c6ef5da9b1c7f5d133a7d540c364bf259351fc \ + --hash=sha256:e7cfb81c08685ad721b30cb702324de8763f7e8ff8aa653d1c7b602363524cd9 \ + --hash=sha256:ede49d49101023f45d8cfb985719a9c20cf40ff4c60a9f895d48c17dac278448 \ + --hash=sha256:ef3b69da678fe40056f585c0a788356b6eeda04b751a3837ffe75340155ecfdb \ + --hash=sha256:ef8ba83257515fd38a7007a9ae1e8b70bf38d38f4bba34c3b7660af648f88cd2 \ + --hash=sha256:f61a6d42228694cbfcdf806061e752fc88511926389a271987d61c360029b72f \ + --hash=sha256:f8730073bc1adcee13b338b347f68fa0ec7b2460aecce227be2d5abb01ea7b8c \ + --hash=sha256:fc0801be2505b2e3d3b0337c875a624eab61912b8fd55218424ad52a69deab10 # via feast (pyproject.toml) cloudpickle==3.1.2 \ --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \ --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a - # via dask + # via + # dask + # mlflow-skinny colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 @@ -672,6 +678,65 @@ comm==0.2.3 \ # via # ipykernel # ipywidgets +contourpy==1.3.2 \ + --hash=sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f \ + --hash=sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92 \ + --hash=sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16 \ + --hash=sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f \ + --hash=sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f \ + --hash=sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7 \ + --hash=sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e \ + --hash=sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08 \ + --hash=sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841 \ + --hash=sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5 \ + --hash=sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2 \ + --hash=sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415 \ + --hash=sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878 \ + --hash=sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0 \ + --hash=sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab \ + --hash=sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445 \ + --hash=sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43 \ + --hash=sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c \ + --hash=sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823 \ + --hash=sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69 \ + --hash=sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15 \ + --hash=sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef \ + --hash=sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5 \ + --hash=sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73 \ + --hash=sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9 \ + --hash=sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912 \ + --hash=sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5 \ + --hash=sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85 \ + --hash=sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d \ + --hash=sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631 \ + --hash=sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2 \ + --hash=sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54 \ + --hash=sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773 \ + --hash=sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934 \ + --hash=sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a \ + --hash=sha256:c49f73e61f1f774650a55d221803b101d966ca0c5a2d6d5e4320ec3997489441 \ + --hash=sha256:c66c4906cdbc50e9cba65978823e6e00b45682eb09adbb78c9775b74eb222422 \ + --hash=sha256:c6c4639a9c22230276b7bffb6a850dfc8258a2521305e1faefe804d006b2e532 \ + --hash=sha256:c85bb486e9be652314bb5b9e2e3b0d1b2e643d5eec4992c0fbe8ac71775da739 \ + --hash=sha256:cc829960f34ba36aad4302e78eabf3ef16a3a100863f0d4eeddf30e8a485a03b \ + --hash=sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f \ + --hash=sha256:d0e589ae0d55204991450bb5c23f571c64fe43adaa53f93fc902a84c96f52fe1 \ + --hash=sha256:d14f12932a8d620e307f715857107b1d1845cc44fdb5da2bc8e850f5ceba9f87 \ + --hash=sha256:d32530b534e986374fc19eaa77fcb87e8a99e5431499949b828312bdcd20ac52 \ + --hash=sha256:d6658ccc7251a4433eebd89ed2672c2ed96fba367fd25ca9512aa92a4b46c4f1 \ + --hash=sha256:d91a3ccc7fea94ca0acab82ceb77f396d50a1f67412efe4c526f5d20264e6ecd \ + --hash=sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989 \ + --hash=sha256:de39db2604ae755316cb5967728f4bea92685884b1e767b7c24e983ef5f771cb \ + --hash=sha256:de425af81b6cea33101ae95ece1f696af39446db9682a0b56daaa48cfc29f38f \ + --hash=sha256:ded1706ed0c1049224531b81128efbd5084598f18d8a2d9efae833edbd2b40ad \ + --hash=sha256:e1578f7eafce927b168752ed7e22646dad6cd9bca673c60bff55889fa236ebf9 \ + --hash=sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512 \ + --hash=sha256:e298e7e70cf4eb179cc1077be1c725b5fd131ebc81181bf0c03525c8abc297fd \ + --hash=sha256:eab0f6db315fa4d70f1d8ab514e527f0366ec021ff853d7ed6a2d33605cf4b83 \ + --hash=sha256:f26b383144cf2d2c29f01a1e8170f50dacf0eac02d64139dcd709a8ac4eb3cfe \ + --hash=sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0 \ + --hash=sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c + # via matplotlib couchbase==4.3.2 \ --hash=sha256:032a180afd6621358b2c73543b9c5db9939b442fc3ad6d54417c36c8a8f65838 \ --hash=sha256:11ce688ed46edf8387bf51866618c7b4e06399e7fb34a6df002764996c109d1f \ @@ -738,164 +803,164 @@ couchbase-columnar==1.0.0 \ --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \ --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38 # via feast (pyproject.toml) -coverage[toml]==7.13.5 \ - --hash=sha256:012d5319e66e9d5a218834642d6c35d265515a62f01157a45bcc036ecf947256 \ - --hash=sha256:02ca0eed225b2ff301c474aeeeae27d26e2537942aa0f87491d3e147e784a82b \ - --hash=sha256:03ccc709a17a1de074fb1d11f217342fb0d2b1582ed544f554fc9fc3f07e95f5 \ - --hash=sha256:0428cbef5783ad91fe240f673cc1f76b25e74bbfe1a13115e4aa30d3f538162d \ - --hash=sha256:04690832cbea4e4663d9149e05dba142546ca05cb1848816760e7f58285c970a \ - --hash=sha256:0590e44dd2745c696a778f7bab6aa95256de2cbc8b8cff4f7db8ff09813d6969 \ - --hash=sha256:0672854dc733c342fa3e957e0605256d2bf5934feeac328da9e0b5449634a642 \ - --hash=sha256:084b84a8c63e8d6fc7e3931b316a9bcafca1458d753c539db82d31ed20091a87 \ - --hash=sha256:0b67af5492adb31940ee418a5a655c28e48165da5afab8c7fa6fd72a142f8740 \ - --hash=sha256:0cd9ed7a8b181775459296e402ca4fb27db1279740a24e93b3b41942ebe4b215 \ - --hash=sha256:0cef0cdec915d11254a7f549c1170afecce708d30610c6abdded1f74e581666d \ - --hash=sha256:0e223ce4b4ed47f065bfb123687686512e37629be25cc63728557ae7db261422 \ - --hash=sha256:0e3c426ffc4cd952f54ee9ffbdd10345709ecc78a3ecfd796a57236bfad0b9b8 \ - --hash=sha256:0ecf12ecb326fe2c339d93fc131816f3a7367d223db37817208905c89bded911 \ - --hash=sha256:10a0c37f0b646eaff7cce1874c31d1f1ccb297688d4c747291f4f4c70741cc8b \ - --hash=sha256:145ede53ccbafb297c1c9287f788d1bc3efd6c900da23bf6931b09eafc931587 \ - --hash=sha256:1b11eef33edeae9d142f9b4358edb76273b3bfd30bc3df9a4f95d0e49caf94e8 \ - --hash=sha256:1b88c69c8ef5d4b6fe7dea66d6636056a0f6a7527c440e890cf9259011f5e606 \ - --hash=sha256:258354455f4e86e3e9d0d17571d522e13b4e1e19bf0f8596bcf9476d61e7d8a9 \ - --hash=sha256:259b69bb83ad9894c4b25be2528139eecba9a82646ebdda2d9db1ba28424a6bf \ - --hash=sha256:2aa055ae1857258f9e0045be26a6d62bdb47a72448b62d7b55f4820f361a2633 \ - --hash=sha256:2d3807015f138ffea1ed9afeeb8624fd781703f2858b62a8dd8da5a0994c57b6 \ - --hash=sha256:301e3b7dfefecaca37c9f1aa6f0049b7d4ab8dd933742b607765d757aca77d43 \ - --hash=sha256:32ca0c0114c9834a43f045a87dcebd69d108d8ffb666957ea65aa132f50332e2 \ - --hash=sha256:34b02417cf070e173989b3db962f7ed56d2f644307b2cf9d5a0f258e13084a61 \ - --hash=sha256:356e76b46783a98c2a2fe81ec79df4883a1e62895ea952968fb253c114e7f930 \ - --hash=sha256:35a31f2b1578185fbe6aa2e74cea1b1d0bbf4c552774247d9160d29b80ed56cc \ - --hash=sha256:380e8e9084d8eb38db3a9176a1a4f3c0082c3806fa0dc882d1d87abc3c789247 \ - --hash=sha256:3ad050321264c49c2fa67bb599100456fc51d004b82534f379d16445da40fb75 \ - --hash=sha256:3e1bb5f6c78feeb1be3475789b14a0f0a5b47d505bfc7267126ccbd50289999e \ - --hash=sha256:3f4818d065964db3c1c66dc0fbdac5ac692ecbc875555e13374fdbe7eedb4376 \ - --hash=sha256:460cf0114c5016fa841214ff5564aa4864f11948da9440bc97e21ad1f4ba1e01 \ - --hash=sha256:48c39bc4a04d983a54a705a6389512883d4a3b9862991b3617d547940e9f52b1 \ - --hash=sha256:4b59148601efcd2bac8c4dbf1f0ad6391693ccf7a74b8205781751637076aee3 \ - --hash=sha256:4d2afbc5cc54d286bfb54541aa50b64cdb07a718227168c87b9e2fb8f25e1743 \ - --hash=sha256:505d7083c8b0c87a8fa8c07370c285847c1f77739b22e299ad75a6af6c32c5c9 \ - --hash=sha256:52f444e86475992506b32d4e5ca55c24fc88d73bcbda0e9745095b28ef4dc0cf \ - --hash=sha256:5b13955d31d1633cf9376908089b7cebe7d15ddad7aeaabcbe969a595a97e95e \ - --hash=sha256:5ec4af212df513e399cf11610cc27063f1586419e814755ab362e50a85ea69c1 \ - --hash=sha256:60365289c3741e4db327e7baff2a4aaacf22f788e80fa4683393891b70a89fbd \ - --hash=sha256:631efb83f01569670a5e866ceb80fe483e7c159fac6f167e6571522636104a0b \ - --hash=sha256:6697e29b93707167687543480a40f0db8f356e86d9f67ddf2e37e2dfd91a9dab \ - --hash=sha256:66a80c616f80181f4d643b0f9e709d97bcea413ecd9631e1dedc7401c8e6695d \ - --hash=sha256:67e9bc5449801fad0e5dff329499fb090ba4c5800b86805c80617b4e29809b2a \ - --hash=sha256:68a4953be99b17ac3c23b6efbc8a38330d99680c9458927491d18700ef23ded0 \ - --hash=sha256:6c36ddb64ed9d7e496028d1d00dfec3e428e0aabf4006583bb1839958d280510 \ - --hash=sha256:6e3370441f4513c6252bf042b9c36d22491142385049243253c7e48398a15a9f \ - --hash=sha256:7034b5c56a58ae5e85f23949d52c14aca2cfc6848a31764995b7de88f13a1ea0 \ - --hash=sha256:704de6328e3d612a8f6c07000a878ff38181ec3263d5a11da1db294fa6a9bdf8 \ - --hash=sha256:7132bed4bd7b836200c591410ae7d97bf7ae8be6fc87d160b2bd881df929e7bf \ - --hash=sha256:7300c8a6d13335b29bb76d7651c66af6bd8658517c43499f110ddc6717bfc209 \ - --hash=sha256:750db93a81e3e5a9831b534be7b1229df848b2e125a604fe6651e48aa070e5f9 \ - --hash=sha256:777c4d1eff1b67876139d24288aaf1817f6c03d6bae9c5cc8d27b83bcfe38fe3 \ - --hash=sha256:78e696e1cc714e57e8b25760b33a8b1026b7048d270140d25dafe1b0a1ee05a3 \ - --hash=sha256:79060214983769c7ba3f0cee10b54c97609dca4d478fa1aa32b914480fd5738d \ - --hash=sha256:7c8d4bc913dd70b93488d6c496c77f3aff5ea99a07e36a18f865bca55adef8bd \ - --hash=sha256:7f2c47b36fe7709a6e83bfadf4eefb90bd25fbe4014d715224c4316f808e59a2 \ - --hash=sha256:800bc829053c80d240a687ceeb927a94fd108bbdc68dfbe505d0d75ab578a882 \ - --hash=sha256:843ea8643cf967d1ac7e8ecd4bb00c99135adf4816c0c0593fdcc47b597fcf09 \ - --hash=sha256:8769751c10f339021e2638cd354e13adeac54004d1941119b2c96fe5276d45ea \ - --hash=sha256:8dd02af98971bdb956363e4827d34425cb3df19ee550ef92855b0acb9c7ce51c \ - --hash=sha256:8fdf453a942c3e4d99bd80088141c4c6960bb232c409d9c3558e2dbaa3998562 \ - --hash=sha256:941617e518602e2d64942c88ec8499f7fbd49d3f6c4327d3a71d43a1973032f3 \ - --hash=sha256:972a9cd27894afe4bc2b1480107054e062df08e671df7c2f18c205e805ccd806 \ - --hash=sha256:9adb6688e3b53adffefd4a52d72cbd8b02602bfb8f74dcd862337182fd4d1a4e \ - --hash=sha256:9b74db26dfea4f4e50d48a4602207cd1e78be33182bc9cbf22da94f332f99878 \ - --hash=sha256:9bb2a28101a443669a423b665939381084412b81c3f8c0fcfbac57f4e30b5b8e \ - --hash=sha256:9d44d7aa963820b1b971dbecd90bfe5fe8f81cff79787eb6cca15750bd2f79b9 \ - --hash=sha256:9dacc2ad679b292709e0f5fc1ac74a6d4d5562e424058962c7bb0c658ad25e45 \ - --hash=sha256:9ddb4f4a5479f2539644be484da179b653273bca1a323947d48ab107b3ed1f29 \ - 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--hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +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 # via # feast (pyproject.toml) # azure-identity @@ -903,6 +968,7 @@ cryptography==47.0.0 \ # google-auth # great-expectations # jwcrypto + # mlflow # moto # msal # oracledb @@ -911,23 +977,33 @@ cryptography==47.0.0 \ # snowflake-connector-python # types-pyopenssl # types-redis +cycler==0.12.1 \ + --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \ + --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c + # via matplotlib dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) +databricks-sdk==0.109.0 \ + --hash=sha256:46745a25324a5b36f01236760e44fc6e2bce3f051224e6f8aef7633477fcbec8 \ + --hash=sha256:96b90f5ee2e0fac89f351aa77348263e1e0ed5d4d867cdfaefd2e0acc01b1e81 + # via + # mlflow-skinny + # mlflow-tracing datasets==4.8.5 \ --hash=sha256:0f0c1c3d56ffff2c93b2f4c63c95bac94f3d7e8621aea2a2a576275233bba772 \ --hash=sha256:5079900781719c0e063a8efdd2cd95a31ad0c63209178669cd23cf1b926149ff # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq -dbt-artifacts-parser==0.13.1 \ - --hash=sha256:c341730fa34ebb38cc7d2de0282e8b713e2fc65fc6577f0d944f8abee8949dc4 \ - --hash=sha256:c7a3c4e309ae2d7d566a615e92043b0d346a77998203b0cc466234717b806e40 +dbt-artifacts-parser==0.13.2 \ + --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \ + --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4 # via feast (pyproject.toml) debugpy==1.8.20 \ --hash=sha256:077a7447589ee9bc1ff0cdf443566d0ecf540ac8aa7333b775ebcb8ce9f4ecad \ @@ -961,9 +1037,9 @@ debugpy==1.8.20 \ --hash=sha256:eada6042ad88fa1571b74bd5402ee8b86eded7a8f7b827849761700aff171f1b \ --hash=sha256:eb506e45943cab2efb7c6eafdd65b842f3ae779f020c82221f55aca9de135ed7 # via ipykernel -decorator==5.2.1 \ - --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \ - --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a +decorator==5.3.1 \ + --hash=sha256:4cbcdd55a6efadb9dbea26b858f4fb3264567b52d69ca0d25b721b553f60ea82 \ + --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c # via ipython defusedxml==0.7.1 \ --hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \ @@ -983,7 +1059,9 @@ deltalake==0.25.5 \ deprecated==1.3.1 \ --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f \ --hash=sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223 - # via cassandra-driver + # via + # cassandra-driver + # opentelemetry-api deprecation==2.1.0 \ --hash=sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff \ --hash=sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a @@ -1008,14 +1086,16 @@ dnspython==2.8.0 \ docker==7.1.0 \ --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \ --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0 - # via testcontainers + # via + # mlflow + # testcontainers docling==2.27.0 \ --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \ --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d # via feast (pyproject.toml) -docling-core[chunking]==2.74.1 \ - --hash=sha256:46bf298686f2c51ddd69b6935a27dff1cc80838f2f5f1a8823492d99cf1a357b \ - --hash=sha256:e6464078012b3d45f4e0accd101fcb277063903f355eabbb9aee8de00527a789 +docling-core[chunking]==2.76.0 \ + --hash=sha256:55af705c6d0755254afddb959fe5dea3a6d413d3ea7539e380bb008268806316 \ + --hash=sha256:e4f681ad434cb45ba93bd3afaab62c5d910bf9ac6b3fdb98b12ee2e476bb75a4 # via # docling # docling-ibm-models @@ -1101,13 +1181,13 @@ durationpy==0.10 \ easyocr==1.7.2 \ --hash=sha256:5be12f9b0e595d443c9c3d10b0542074b50f0ec2d98b141a109cd961fd1c177c # via docling -elastic-transport==9.2.1 \ - --hash=sha256:39e1a25e486af34ce7aa1bc9005d1c736f1b6fb04c9b64ea0604ded5a61fc1d4 \ - --hash=sha256:97d9abd638ba8aa90faa4ca1bf1a18bde0fe2088fbc8757f2eb7b299f205773d +elastic-transport==9.4.0 \ + --hash=sha256:2dbb907ededa14e6ff5be058f8737bbba3926bd1b1a40dbc98a471285fa2cb3c \ + --hash=sha256:4eff263c8011dd950451b72be567a2484b814a89c70081053d6ae6addeab52e2 # via elasticsearch -elasticsearch==9.3.0 \ - --hash=sha256:67bd2bb4f0800f58c2847d29cd57d6e7bf5bc273483b4f17421f93e75ba09f39 \ - --hash=sha256:f76e149c0a22d5ccbba58bdc30c9f51cf894231b359ef4fd7e839b558b59f856 +elasticsearch==9.4.0 \ + --hash=sha256:95e38e130b1d01438b19343dfa0458e1857a7df8e2e30cbf23a72182b03f05ff \ + --hash=sha256:e20095ba40229f4562f7cc951883c7c62a017435f94dbe0c21526f58ba411885 # via feast (pyproject.toml) entrypoints==0.4 \ --hash=sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4 \ @@ -1165,6 +1245,7 @@ fastapi==0.136.1 \ # via # feast (pyproject.toml) # fastapi-mcp + # mlflow-skinny fastapi-mcp==0.4.0 \ --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \ --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d @@ -1188,6 +1269,68 @@ filetype==1.2.0 \ --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \ --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25 # via docling +flask==3.1.3 \ + --hash=sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb \ + --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c + # via + # flask-cors + # mlflow +flask-cors==6.0.2 \ + --hash=sha256:6e118f3698249ae33e429760db98ce032a8bf9913638d085ca0f4c5534ad2423 \ + --hash=sha256:e57544d415dfd7da89a9564e1e3a9e515042df76e12130641ca6f3f2f03b699a + # via mlflow +fonttools==4.63.0 \ + --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \ + --hash=sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c \ + --hash=sha256:0c18358a155d75034911c5ee397a5b44cd19dd325dbb8b35fb60bf421d6a72ac \ + --hash=sha256:0eac00b9118c3c2f87d272e45341871c5b3066baa3c86897fa634a7c3fb59096 \ + --hash=sha256:1e874792a8212b44583ea02189d9e693906b2f78b261f372f95d6c563210ac1d \ + --hash=sha256:22135da48a348785c5e2d5d2d9d6bec5ed44adacbaeb9db12d9493bf6c6bfa68 \ + --hash=sha256:22693918177bd9ceabec4736d338045f357769416fc6b0b2508eefef75b08616 \ + --hash=sha256:27fdc65af8da6f88b9c6121c47a464cbe359fcfff7ff6fc2d37a1f395d755b78 \ + --hash=sha256:2b8ae05d9eacf6081414d759c0a352769ac28ce31280d6bb8e77b03f9e3c449f \ + --hash=sha256:2c14b4fd138c4bafcca294765c547914e1aa431ae1ca94ab99d8db08c958bd3b \ + --hash=sha256:308f957cdeaf8abe4e5f2f124902ef405448af92c90f80e302a3b771c2e6116b \ + --hash=sha256:37dd23e621e3b0aef1baa70a303b80aaf38449632cfc8fd2a55fb285bbccfc02 \ + --hash=sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d \ + --hash=sha256:51394295f1a51de8b5f30bdb1e1b9a4231536c7064ef5c6e211eec19fa36036f \ + --hash=sha256:58dc6bb86a78d782f00f9190ca02c119cf5bbe2807536e361e18d42019f877d8 \ + --hash=sha256:59ac449f8cca9b4ffa08d2e7bbadad87ce710d69d1eda5c3c1ce579baa987272 \ + --hash=sha256:6b2248c5decb223562f7902ff6325077a073f608ee8e33e88ad88db734eb9f49 \ + --hash=sha256:6d4741eb179121cab9eea4cb2393d24492373a260d7945006358c08cfbf45419 \ + --hash=sha256:6db5140a60a5d731d21ec076745b40a310607731b0a565b50776393188649001 \ + --hash=sha256:6e528da43bc3791085f8cb6141b1d13e459226790240340fcbb4625649238b03 \ + --hash=sha256:796f27556dbe094c4824f75ca85267e4df776c79036c8441469a4df37038c196 \ + --hash=sha256:79cdc9f567aec74a72918fd060283911406750cbc9fd28c1316023deb6ce31a9 \ + --hash=sha256:7d76edbff9014094dbf03bd2d074709dfa6ec7aba13d838c937a2b33d2d6a86e \ + --hash=sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5 \ + --hash=sha256:7dd683fef0663e9f0f45cf541d788d24caa3ec9db50796b588e1757d8b3bc007 \ + --hash=sha256:85be818f5506e8a7753153def2c9550178f0ecae6a47b5e0e8dbb23f7cc90380 \ + --hash=sha256:948428a275741f0b64b113c955425a953314f4b9ab9997f73a72c83e68e569c8 \ + --hash=sha256:9ced0bd02ac751dd6319b0da88aaef24414e3b0dbc32bb4f24944821a3741a27 \ + --hash=sha256:9e12f105d2b6342c559c298afb674006bb2893afc7102dcf8a1b55b0486b4e40 \ + --hash=sha256:a8b33a82979e0a6a34ff435cc81317be1f95ec1ebb7a3a2d1c8a6a54f02ae44e \ + --hash=sha256:a9faff9e0c1f76f9fd55899d2ce785832efebab37eb8ae13995853aef178bef0 \ + --hash=sha256:af2fd1664d00a397d75f806985ddb36282091c2131a73a6485c23b4a34722263 \ + --hash=sha256:afefc1ed0a59785a7fb06ea7e1678e849c193e1e387db783579bc7b3056fcfcb \ + --hash=sha256:b1cd75a03ad8cb5bc40c90bfde68c0c47de423aa19e5c0f362b43520645eea94 \ + --hash=sha256:ba04cb5891d4c0c21b6da95eda8d7b090021508a294fff33464fc7d241e0856b \ + --hash=sha256:bf00f21eb5fb721dbaf73d1e9da6d02a1af7768f2ebcf9798be98beab8ba90f6 \ + --hash=sha256:c0425b277a59cff3d80ca42162a8de360f318438a2ac83570842a678d826d579 \ + --hash=sha256:c1aaa4b9c75798400ac043ce04d74e7830376c85095a5a6ed7cba2f17a266bf4 \ + --hash=sha256:c2a2a42198b696a6f48fad91709afb55176e66a5e566131219dba372fb7f8c59 \ + --hash=sha256:caeb583deeb5168e694b65cda8b4ee62abedfa66cf88488734466f2366b9c4e0 \ + --hash=sha256:cb014d58140a38135f16064c74c652ed57aa0b75cbf8bb59cac821f7edb5334e \ + --hash=sha256:ccf41f2efdf56994d22d73bef4ced1052161958169428d06ba9724ea9e9a64be \ + --hash=sha256:cd7e9857e5e63738b9d9fd707bc1f59c8b09e5177726d23664db393c59bb08bd \ + --hash=sha256:d76ac49f929aecaf82d83250b8347e099d7aecba0f4726c1d9b6df3b8bb5fe18 \ + --hash=sha256:d7e5c9973aa04c95650c96e5f5ad865fbf42d62079163ecfab1e01cbc2504c22 \ + --hash=sha256:dcf076a4474fe0d7367e5bbf5b052c7284fa1feca729c04176ce513521afd8a0 \ + --hash=sha256:e3297a6a4059b4acc3a1e9a8b04741f240a80044eef08ebd32e8b5bcdddce75b \ + --hash=sha256:ee08ebfa58f6e1aeff5697ab9582105bb620008c1caafb681e4c557e7483027b \ + --hash=sha256:ef3048ef05dbb552b89817713d9cac912e00d0fde4a3105c00d29e52e10c89af \ + --hash=sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745 + # via matplotlib fqdn==1.5.1 \ --hash=sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f \ --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014 @@ -1339,6 +1482,14 @@ geomet==1.1.0 \ --hash=sha256:4372fe4e286a34acc6f2e9308284850bd8c4aa5bc12065e2abbd4995900db12f \ --hash=sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605 # via cassandra-driver +gitdb==4.0.12 \ + --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ + --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf + # via gitpython +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 + # via mlflow-skinny google-api-core[grpc]==2.30.3 \ --hash=sha256:a85761ba72c444dad5d611c2220633480b2b6be2521eca69cca2dbb3ffd6bfe8 \ --hash=sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b @@ -1351,10 +1502,11 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via + # databricks-sdk # google-api-core # google-auth-oauthlib # google-cloud-bigquery @@ -1365,9 +1517,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -1377,17 +1529,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -1439,20 +1591,34 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core # grpc-google-iam-v1 # grpcio-status +graphene==3.4.3 \ + --hash=sha256:2a3786948ce75fe7e078443d37f609cbe5bb36ad8d6b828740ad3b95ed1a0aaa \ + --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71 + # via mlflow +graphql-core==3.2.8 \ + --hash=sha256:015457da5d996c924ddf57a43f4e959b0b94fb695b85ed4c29446e508ed65cf3 \ + --hash=sha256:cbee07bee1b3ed5e531723685369039f32ff815ef60166686e0162f540f1520c + # via + # graphene + # graphql-relay +graphql-relay==3.2.0 \ + --hash=sha256:1ff1c51298356e481a0be009ccdff249832ce53f30559c1338f22a0e0d17250c \ + --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5 + # via graphene great-expectations==0.18.8 \ --hash=sha256:ab41cfa3de829a4f77bdcd4a23244684cbb67fdacc734d38910164cd02ec95b6 \ --hash=sha256:c1205bede593f679e22e0b3826d6ae1623c439cafd553f9f0bc2b0fd441f6ed9 @@ -1521,6 +1687,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1602,6 +1769,7 @@ gunicorn==25.3.0 \ --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 # via # feast (pyproject.toml) + # mlflow # uvicorn-worker h11==0.16.0 \ --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \ @@ -1621,32 +1789,32 @@ hazelcast-python-client==5.6.0 \ --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \ --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c # via feast (pyproject.toml) -hf-xet==1.4.3 \ - --hash=sha256:0392c79b7cf48418cd61478c1a925246cf10639f4cd9d94368d8ca1e8df9ea07 \ - --hash=sha256:1feb0f3abeacee143367c326a128a2e2b60868ec12a36c225afb1d6c5a05e6d2 \ - --hash=sha256:21644b404bb0100fe3857892f752c4d09642586fd988e61501c95bbf44b393a3 \ - --hash=sha256:22bdc1f5fb8b15bf2831440b91d1c9bbceeb7e10c81a12e8d75889996a5c9da8 \ - --hash=sha256:27c976ba60079fb8217f485b9c5c7fcd21c90b0367753805f87cb9f3cdc4418a \ - --hash=sha256:2815a49a7a59f3e2edf0cf113ae88e8cb2ca2a221bf353fb60c609584f4884d4 \ - --hash=sha256:39f2d2e9654cd9b4319885733993807aab6de9dfbd34c42f0b78338d6617421f \ - --hash=sha256:42ee323265f1e6a81b0e11094564fb7f7e0ec75b5105ffd91ae63f403a11931b \ - --hash=sha256:49ad8a8cead2b56051aa84d7fce3e1335efe68df3cf6c058f22a65513885baac \ - --hash=sha256:5251d5ece3a81815bae9abab41cf7ddb7bcb8f56411bce0827f4a3071c92fdc6 \ - --hash=sha256:60cf7fc43a99da0a853345cf86d23738c03983ee5249613a6305d3e57a5dca74 \ - --hash=sha256:681c92a07796325778a79d76c67011764ecc9042a8c3579332b61b63ae512075 \ - --hash=sha256:6b591fcad34e272a5b02607485e4f2a1334aebf1bc6d16ce8eb1eb8978ac2021 \ - --hash=sha256:7551659ba4f1e1074e9623996f28c3873682530aee0a846b7f2f066239228144 \ - --hash=sha256:7716d62015477a70ea272d2d68cd7cad140f61c52ee452e133e139abfe2c17ba \ - --hash=sha256:7c2c7e20bcfcc946dc67187c203463f5e932e395845d098cc2a93f5b67ca0b47 \ - --hash=sha256:8b301fc150290ca90b4fccd079829b84bb4786747584ae08b94b4577d82fb791 \ - --hash=sha256:8ddedb73c8c08928c793df2f3401ec26f95be7f7e516a7bee2fbb546f6676113 \ - --hash=sha256:987f09cfe418237812896a6736b81b1af02a3a6dcb4b4944425c4c4fca7a7cf8 \ - --hash=sha256:bee693ada985e7045997f05f081d0e12c4c08bd7626dc397f8a7c487e6c04f7f \ - --hash=sha256:c5b48db1ee344a805a1b9bd2cda9b6b65fe77ed3787bd6e87ad5521141d317cd \ - --hash=sha256:d0da85329eaf196e03e90b84c2d0aca53bd4573d097a75f99609e80775f98025 \ - --hash=sha256:d972fbe95ddc0d3c0fc49b31a8a69f47db35c1e3699bf316421705741aab6653 \ - --hash=sha256:e23717ce4186b265f69afa66e6f0069fe7efbf331546f5c313d00e123dc84583 \ - --hash=sha256:fc360b70c815bf340ed56c7b8c63aacf11762a4b099b2fe2c9bd6d6068668c08 +hf-xet==1.5.0 \ + --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \ + --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \ + --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \ + --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \ + --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \ + --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \ + --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \ + --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \ + --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \ + --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \ + --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \ + --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \ + --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \ + --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \ + --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \ + --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \ + --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \ + --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \ + --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \ + --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \ + --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \ + --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \ + --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \ + --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \ + --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a # via huggingface-hub hiredis==3.3.1 \ --hash=sha256:002fc0201b9af1cc8960e27cdc501ad1f8cdd6dbadb2091c6ddbd4e5ace6cb77 \ @@ -1824,6 +1992,10 @@ httpx-sse==0.4.3 \ --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \ --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d # via mcp +huey==2.6.0 \ + --hash=sha256:1b9df9d370b49c6d5721ba8a01ac9a787cf86b3bdc584e4679de27b920395c3f \ + --hash=sha256:8d11f8688999d65266af1425b831f6e3773e99415027177b8734b0ffd5e251f6 + # via mlflow huggingface-hub==0.36.2 \ --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \ --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270 @@ -1848,9 +2020,9 @@ identify==2.6.19 \ --hash=sha256:20e6a87f786f768c092a721ad107fc9df0eb89347be9396cadf3f4abbd1fb78a \ --hash=sha256:6be5020c38fcb07da56c53733538a3081ea5aa70d36a156f83044bfbf9173842 # via pre-commit -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1872,6 +2044,7 @@ importlib-metadata==9.0.0 \ # via # build # dask + # mlflow-skinny importlib-resources==7.1.0 \ --hash=sha256:0722d4c6212489c530f2a145a34c0a7a3b4721bc96a15fada5930e2a0b760708 \ --hash=sha256:1bd7b48b4088eddb2cd16382150bb515af0bd2c70128194392725f82ad2c96a1 @@ -1903,9 +2076,13 @@ isoduration==20.11.0 \ --hash=sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9 \ --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042 # via jsonschema -jedi==0.19.2 \ - --hash=sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0 \ - --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9 +itsdangerous==2.2.0 \ + --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef \ + --hash=sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173 + # via flask +jedi==0.20.0 \ + --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \ + --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011 # via ipython jinja2==3.1.6 \ --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \ @@ -1913,6 +2090,7 @@ jinja2==3.1.6 \ # via # feast (pyproject.toml) # altair + # flask # great-expectations # jupyter-server # jupyterlab @@ -1997,9 +2175,9 @@ jupyter-lsp==2.3.1 \ --hash=sha256:71b954d834e85ff3096400554f2eefaf7fe37053036f9a782b0f7c5e42dadb81 \ --hash=sha256:fdf8a4aa7d85813976d6e29e95e6a2c8f752701f926f2715305249a3829805a6 # via jupyterlab -jupyter-server==2.17.0 \ - --hash=sha256:c38ea898566964c888b4772ae1ed58eca84592e88251d2cfc4d171f81f7e99d5 \ - --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f +jupyter-server==2.18.2 \ + --hash=sha256:06b4f40d8a7a00bb39d5216859c81374a0e7cfefe6d8a5a7facc5a5c37c679a7 \ + --hash=sha256:fa5e46539ded65791838035a2b6001f13e54d5f64b8b3752eb1e91fdd641a5b8 # via # jupyter-lsp # jupyterlab @@ -2032,6 +2210,125 @@ jwcrypto==1.5.7 \ --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \ --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0 # via python-keycloak +kiwisolver==1.5.0 \ + --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \ + --hash=sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679 \ + --hash=sha256:0255a027391d52944eae1dbb5d4cc5903f57092f3674e8e544cdd2622826b3f0 \ + --hash=sha256:0b85aad90cea8ac6797a53b5d5f2e967334fa4d1149f031c4537569972596cb8 \ + --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276 \ + --hash=sha256:0c50b89ffd3e1a911c69a1dd3de7173c0cd10b130f56222e57898683841e4f96 \ + --hash=sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e \ + --hash=sha256:0df54df7e686afa55e6f21fb86195224a6d9beb71d637e8d7920c95cf0f89aac \ + --hash=sha256:0e3aafb33aed7479377e5e9a82e9d4bf87063741fc99fc7ae48b0f16e32bdd6f \ + --hash=sha256:12e91c215a96e39f57989c8912ae761286ac5a9584d04030ceb3368a357f017a \ + --hash=sha256:1465387ac63576c3e125e5337a6892b9e99e0627d52317f3ca79e6930d889d15 \ + --hash=sha256:16b85d37c2cbb3253226d26e64663f755d88a03439a9c47df6246b35defbdfb7 \ + --hash=sha256:1b0feb50971481a2cc44d94e88bdb02cdd497618252ae226b8eb1201b957e368 \ + --hash=sha256:1d49a49ac4cbfb7c1375301cd1ec90169dfeae55ff84710d782260ce77a75a02 \ + --hash=sha256:1d9daea4ea6b9be74fe2f01f7fbade8d6ffab263e781274cffca0dba9be9eec9 \ + --hash=sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681 \ + --hash=sha256:1f1489f769582498610e015a8ef2d36f28f505ab3096d0e16b4858a9ec214f57 \ + --hash=sha256:2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27 \ + --hash=sha256:295d9ffe712caa9f8a3081de8d32fc60191b4b51c76f02f951fd8407253528f4 \ + --hash=sha256:2a075bd7bd19c70cf67c8badfa36cf7c5d8de3c9ddb8420c51e10d9c50e94920 \ + --hash=sha256:32cc0a5365239a6ea0c6ed461e8838d053b57e397443c0ca894dcc8e388d4374 \ + --hash=sha256:332b4f0145c30b5f5ad9374881133e5aa64320428a57c2c2b61e9d891a51c2f3 \ + --hash=sha256:377815a8616074cabbf3f53354e1d040c35815a134e01d7614b7692e4bf8acfa \ + --hash=sha256:38f4a703656f493b0ad185211ccfca7f0386120f022066b018eb5296d8613e23 \ + --hash=sha256:3ac2360e93cb41be81121755c6462cff3beaa9967188c866e5fce5cf13170859 \ + --hash=sha256:3c4923e404d6bcd91b6779c009542e5647fef32e4a5d75e115e3bbac6f2335eb \ + --hash=sha256:3cdcb35dc9d807259c981a85531048ede628eabcffb3239adf3d17463518992d \ + --hash=sha256:41024ed50e44ab1a60d3fe0a9d15a4ccc9f5f2b1d814ff283c8d01134d5b81bc \ + --hash=sha256:413b820229730d358efd838ecbab79902fe97094565fdc80ddb6b0a18c18a581 \ + --hash=sha256:4432b835675f0ea7414aab3d37d119f7226d24869b7a829caeab49ebda407b0c \ + --hash=sha256:4db576bb8c3ef9365f8b40fe0f671644de6736ae2c27a2c62d7d8a1b4329f099 \ + --hash=sha256:4e7f886f47ab881692f278ae901039a234e4025a68e6dfab514263a0b1c4ae05 \ + --hash=sha256:4e9750bc21b886308024f8a54ccb9a2cc38ac9fa813bf4348434e3d54f337ff9 \ + --hash=sha256:5060731cc3ed12ca3a8b57acd4aeca5bbc2f49216dd0bec1650a1acd89486bcd \ + --hash=sha256:50847dca5d197fcbd389c805aa1a1cf32f25d2e7273dc47ab181a517666b68cc \ + --hash=sha256:5092eb5b1172947f57d6ea7d89b2f29650414e4293c47707eb499ec07a0ac796 \ + --hash=sha256:5124d1ea754509b09e53738ec185584cc609aae4a3b510aaf4ed6aa047ef9303 \ + --hash=sha256:51e8c4084897de9f05898c2c2a39af6318044ae969d46ff7a34ed3f96274adca \ + --hash=sha256:530a3fd64c87cffa844d4b6b9768774763d9caa299e9b75d8eca6a4423b31314 \ + --hash=sha256:56fa888f10d0f367155e76ce849fa1166fc9730d13bd2d65a2aa13b6f5424489 \ + --hash=sha256:58f812017cd2985c21fbffb4864d59174d4903dd66fa23815e74bbc7a0e2dd57 \ + --hash=sha256:59cd8683f575d96df5bb48f6add94afc055012c29e28124fcae2b63661b9efb1 \ + --hash=sha256:5ae8e62c147495b01a0f4765c878e9bfdf843412446a247e28df59936e99e797 \ + --hash=sha256:5b233ea3e165e43e35dba1d2b8ecc21cf070b45b65ae17dd2747d2713d942021 \ + --hash=sha256:6176c1811d9d5a04fa391c490cc44f451e240697a16977f11c6f722efb9041db \ + --hash=sha256:62f59da443c4f4849f73a51a193b1d9d258dcad0c41bc4d1b8fb2bcc04bfeb22 \ + --hash=sha256:6783e069732715ad0c3ce96dbf21dbc2235ab0593f2baf6338101f70371f4028 \ + --hash=sha256:6ab8ba9152203feec73758dad83af9a0bbe05001eb4639e547207c40cfb52083 \ + --hash=sha256:70d593af6a6ca332d1df73d519fddb5148edb15cd90d5f0155e3746a6d4fcc65 \ + --hash=sha256:72ec46b7eba5b395e0a7b63025490d3214c11013f4aacb4f5e8d6c3041829588 \ + --hash=sha256:7a32f72973f0f950c1920475d5c5ea3d971b81b6f0ec53b8d0a956cc965f22e0 \ + --hash=sha256:7a4aa69609f40fce3cbc3f87b2061f042eee32f94b8f11db707b66a26461591a \ + --hash=sha256:7c60d3c9b06fb23bd9c6139281ccbdc384297579ae037f08ae90c69f6845c0b1 \ + --hash=sha256:800ee55980c18545af444d93fdd60c56b580db5cc54867d8cbf8a1dc0829938c \ + --hash=sha256:80aa065ffd378ff784822a6d7c3212f2d5f5e9c3589614b5c228b311fd3063ac \ + --hash=sha256:86e0287879f75621ae85197b0877ed2f8b7aa57b511c7331dce2eb6f4de7d476 \ + --hash=sha256:893ff3a711d1b515ba9da14ee090519bad4610ed1962fbe298a434e8c5f8db53 \ + --hash=sha256:89fc958c702ee9a745e4700378f5d23fddbc46ff89e8fdbf5395c24d5c1452a3 \ + --hash=sha256:8c63c91f95173f9c2a67c7c526b2cea976828a0e7fced9cdcead2802dc10f8a4 \ + --hash=sha256:8df31fe574b8b3993cc61764f40941111b25c2d9fea13d3ce24a49907cd2d615 \ + --hash=sha256:8f9baf6f0a6e7571c45c8863010b45e837c3ee1c2c77fcd6ef423be91b21fedb \ + --hash=sha256:9027d773c4ff81487181a925945743413f6069634d0b122d0b37684ccf4f1e18 \ + --hash=sha256:9190426b7aa26c5229501fa297b8d0653cfd3f5a36f7990c264e157cbf886b3b \ + --hash=sha256:940dda65d5e764406b9fb92761cbf462e4e63f712ab60ed98f70552e496f3bf1 \ + --hash=sha256:94eff26096eb5395136634622515b234ecb6c9979824c1f5004c6e3c3c85ccd2 \ + --hash=sha256:9eed0f7edbb274413b6ee781cca50541c8c0facd3d6fd289779e494340a2b85c \ + --hash=sha256:ad4ae4ffd1ee9cd11357b4c66b612da9888f4f4daf2f36995eda64bd45370cac \ + --hash=sha256:b0f172dc8ffaccb8522d7c5d899de00133f2f1ca7b0a49b7da98e901de87bf2d \ + --hash=sha256:b2af221f268f5af85e776a73d62b0845fc8baf8ef0abfae79d29c77d0e776aaf \ + --hash=sha256:b7d335370ae48a780c6e6a6bbfa97342f563744c39c35562f3f367665f5c1de2 \ + --hash=sha256:b83af57bdddef03c01a9138034c6ff03181a3028d9a1003b301eb1a55e161a3f \ + --hash=sha256:bb5136fb5352d3f422df33f0c879a1b0c204004324150cc3b5e3c4f310c9049f \ + --hash=sha256:bc4d8e252f532ab46a1de9349e2d27b91fce46736a9eedaa37beaca66f574ed4 \ + --hash=sha256:bdd3e53429ff02aa319ba59dfe4ceeec345bf46cf180ec2cf6fd5b942e7975e9 \ + --hash=sha256:be12f931839a3bdfe28b584db0e640a65a8bcbc24560ae3fdb025a449b3d754e \ + --hash=sha256:be4a51a55833dc29ab5d7503e7bcb3b3af3402d266018137127450005cdfe737 \ + --hash=sha256:beb7f344487cdcb9e1efe4b7a29681b74d34c08f0043a327a74da852a6749e7b \ + --hash=sha256:bf4679a3d71012a7c2bf360e5cd878fbd5e4fcac0896b56393dec239d81529ed \ + --hash=sha256:c0e1403fd7c26d77c1f03e096dc58a5c726503fa0db0456678b8668f76f521e3 \ + --hash=sha256:c31c13da98624f957b0fb1b5bae5383b2333c2c3f6793d9825dd5ce79b525cb7 \ + --hash=sha256:c438f6ca858697c9ab67eb28246c92508af972e114cac34e57a6d4ba17a3ac08 \ + --hash=sha256:c8277104ded0a51e699c8c3aff63ce2c56d4ed5519a5f73e0fd7057f959a2b9e \ + --hash=sha256:c95cab08d1965db3d84a121f1c7ce7479bdd4072c9b3dafd8fecce48a2e6b902 \ + --hash=sha256:cc0b66c1eec9021353a4b4483afb12dfd50e3669ffbb9152d6842eb34c7e29fd \ + --hash=sha256:cdee07c4d7f6d72008d3f73b9bf027f4e11550224c7c50d8df1ae4a37c1402a6 \ + --hash=sha256:ce9bf03dad3b46408c08649c6fbd6ca28a9fce0eb32fdfffa6775a13103b5310 \ + --hash=sha256:cff8e5383db4989311f99e814feeb90c4723eb4edca425b9d5d9c3fefcdd9537 \ + --hash=sha256:d168fda2dbff7b9b5f38e693182d792a938c31db4dac3a80a4888de603c99554 \ + --hash=sha256:d1ffeb80b5676463d7a7d56acbe8e37a20ce725570e09549fe738e02ca6b7e1e \ + --hash=sha256:d36ca54cb4c6c4686f7cbb7b817f66f5911c12ddb519450bbe86707155028f87 \ + --hash=sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a \ + --hash=sha256:d5cd5189fc2b6a538b75ae45433140c4823463918f7b1617c31e68b085c0022c \ + --hash=sha256:d618fd27420381a4f6044faa71f46d8bfd911bd077c555f7138ed88729bfbe79 \ + --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e \ + --hash=sha256:daae526907e262de627d8f70058a0f64acc9e2641c164c99c8f594b34a799a16 \ + --hash=sha256:db485b3847d182b908b483b2ed133c66d88d49cacf98fd278fadafe11b4478d1 \ + --hash=sha256:dd952e03bfbb096cfe2dd35cd9e00f269969b67536cb4370994afc20ff2d0875 \ + --hash=sha256:dda366d548e89a90d88a86c692377d18d8bd64b39c1fb2b92cb31370e2896bbd \ + --hash=sha256:e315e5ec90d88e140f57696ff85b484ff68bb311e36f2c414aa4286293e6dee0 \ + --hash=sha256:e4415a8db000bf49a6dd1c478bf70062eaacff0f462b92b0ba68791a905861f9 \ + --hash=sha256:e7a116ae737f0000343218c4edf5bd45893bfeaff0993c0b215d7124c9f77646 \ + --hash=sha256:e7c4c09a490dc4d4a7f8cbee56c606a320f9dc28cf92a7157a39d1ce7676a657 \ + --hash=sha256:ebae99ed6764f2b5771c522477b311be313e8841d2e0376db2b10922daebbba4 \ + --hash=sha256:ec4c85dc4b687c7f7f15f553ff26a98bfe8c58f5f7f0ac8905f0ba4c7be60232 \ + --hash=sha256:ed3a984b31da7481b103f68776f7128a89ef26ed40f4dc41a2223cda7fb24819 \ + --hash=sha256:f18c2d9782259a6dc132fdc7a63c168cbc74b35284b6d75c673958982a378384 \ + --hash=sha256:f1f9f4121ec58628c96baa3de1a55a4e3a333c5102c8e94b64e23bf7b2083309 \ + --hash=sha256:f42c23db5d1521218a3276bb08666dcb662896a0be7347cba864eca45ff64ede \ + --hash=sha256:f443b4825c50a51ee68585522ab4a1d1257fac65896f282b4c6763337ac9f5d2 \ + --hash=sha256:f6764a4ccab3078db14a632420930f6186058750df066b8ea2a7106df91d3203 \ + --hash=sha256:f7c7553b13f69c1b29a5bde08ddc6d9d0c8bfb84f9ed01c30db25944aeb852a7 \ + --hash=sha256:fa6248cd194edff41d7ea9425ced8ca3a6f838bfb295f6f1d6e6bb694a8518df \ + --hash=sha256:fa8eb9ecdb7efb0b226acec134e0d709e87a909fa4971a54c0c4f6e88635484c \ + --hash=sha256:fc20894c3d21194d8041a28b65622d5b86db786da6e3cfe73f0c762951a61167 \ + --hash=sha256:fc4d3f1fb9ca0ae9f97b095963bc6326f1dbfd3779d6679a1e016b9baaa153d3 \ + --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \ + --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398 + # via matplotlib kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee @@ -2254,9 +2551,13 @@ makefun==1.16.0 \ --hash=sha256:43baa4c3e7ae2b17de9ceac20b669e9a67ceeadff31581007cca20a07bbe42c4 \ --hash=sha256:e14601831570bff1f6d7e68828bcd30d2f5856f24bad5de0ccb22921ceebc947 # via great-expectations -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +mako==1.3.12 \ + --hash=sha256:8f61569480282dbf557145ce441e4ba888be453c30989f879f0d652e39f53ea9 \ + --hash=sha256:9f778e93289bd410bb35daadeb4fc66d95a746f0b75777b942088b7fd7af550a + # via alembic +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich marko==2.2.2 \ --hash=sha256:6940308e655f63733ca518c47a68ec9510279dbb916c83616e4c4b5829f052e8 \ @@ -2353,22 +2654,81 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via + # flask # jinja2 + # mako # nbconvert # werkzeug marshmallow==3.26.2 \ --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \ --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57 # via great-expectations -matplotlib-inline==0.2.1 \ - --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76 \ - --hash=sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe +matplotlib==3.10.9 \ + --hash=sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9 \ + --hash=sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42 \ + --hash=sha256:172db52c9e683f5d12eaf57f0f54834190e12581fe1cc2a19595a8f5acb4e77d \ + --hash=sha256:1872fb212a05b729e649754a72d5da61d03e0554d76e80303b6f83d1d2c0552b \ + --hash=sha256:1aa972116abb4c9d201bf245620b433726cb6856f3bef6a78f776a00f5c92d37 \ + --hash=sha256:1e7698ac9868428e84d2c967424803b2472ff7167d9d6590d4204ed775343c3b \ + --hash=sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456 \ + --hash=sha256:3225f4e1edcb8c86c884ddf79ebe20ecd0a67d30188f279897554ccd8fded4dc \ + --hash=sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f \ + --hash=sha256:345f6f68ecc8da0ca56fad2ea08fde1a115eda530079eca185d50a7bc3e146c6 \ + --hash=sha256:34cf8167e023ad956c15f36302911d5406bd99a9862c1a8499ea6f7c0e015dc2 \ + --hash=sha256:3fc0364dfbe1d07f6d15c5ebd0c5bf89e126916e5a8667dd4a7a6e84c36653d4 \ + --hash=sha256:41cb28c2bd769aa3e98322c6ab09854cbcc52ab69d2759d681bba3e327b2b320 \ + --hash=sha256:42fb814efabe95c06c1994d8ab5a8385f43a249e23badd3ba931d4308e5bca20 \ + --hash=sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf \ + --hash=sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c \ + --hash=sha256:51bf0ddbdc598e060d46c16b5590708f81a1624cefbaaf62f6a81bf9285b8c80 \ + --hash=sha256:56fc0bd271b00025c6edfdc7c2dcd247372c8e1544971d62e1dc7c17367e8bf9 \ + --hash=sha256:59476c6d29d612b8e9bb6ce8c5b631be6ba8f9e3a2421f22a02b192c7dd28716 \ + --hash=sha256:6640f75af2c6148293caa0a2b39dd806a492dd66c8a8b04035813e33d0fd2585 \ + --hash=sha256:68cfdcede415f7c8f5577b03303dd94526cdb6d11036cecdc205e08733b2d2bb \ + --hash=sha256:6b63d9c7c769b88ab81e10dc86e4e0607cf56817b9f9e6cf24b2a5f1693b8e38 \ + --hash=sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4 \ + --hash=sha256:6c63ebcd8b4b169eb2f5c200552ae6b8be8999a005b6b507ed76fb8d7d674fe2 \ + --hash=sha256:77210dce9cb8153dffc967efaae990543392563d5a376d4dd8539bebcb0ed217 \ + --hash=sha256:7a8d66a55def891c33147ba3ba9bfcabf0b526a43764c818acbb4525e5ed0838 \ + --hash=sha256:82368699727bfb7b0182e1aa13082e3c08e092fa1a25d3e1fd92405bff96f6d4 \ + --hash=sha256:82834c3c292d24d3a8aae77cd2d20019de69d692a34a970e4fdb8d33e2ea3dda \ + --hash=sha256:8e436d155fa8a3399dc62683f8f5d0e2e50d25d0144a73edd73f82eec8f4abfb \ + --hash=sha256:8f3bcac1ca5ed000a6f4337d47ba67dfddf37ed6a46c15fd7f014997f7bf865f \ + --hash=sha256:97e35e8d39ccc85859095e01a53847432ba9a53ddf7986f7a54a11b73d0e143f \ + --hash=sha256:985f2238880e2e69093f588f5fe2e46771747febf0649f3cf7f7b7480875317f \ + --hash=sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c \ + --hash=sha256:a5a6104ed666402ba5106d7f36e0e0cdca4e8d7fa4d39708ca88019e2835a2eb \ + --hash=sha256:aba1615dabe83188e19d4f75a253c6a08423e04c1425e64039f800050a69de6b \ + --hash=sha256:ae20801130378b82d647ff5047c07316295b68dc054ca6b3c13519d0ea624285 \ + --hash=sha256:ae2f11957b27ce53497dd4d7b235c4d4f1faf383dfb39d0c5beb833bff883294 \ + --hash=sha256:b049278ddce116aaa1c1377ebf58adea909132dfce0281cf7e3a1ea9fc2e2c65 \ + --hash=sha256:b1b745c489cd1a77a0dc1120a05dc87af9798faebc913601feb8c73d89bf2d1e \ + --hash=sha256:b2b9516251cb89ff618d757daec0e2ed1bf21248013844a853d87ef85ab3081d \ + --hash=sha256:b580440f1ff81a0e34122051a3dfabb7e4b7f9e380629929bde0eff9af72165f \ + --hash=sha256:ba7b3b8ef09eab7df0e86e9ae086faa433efbfbdb46afcb3aa16aabf779469a8 \ + --hash=sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39 \ + --hash=sha256:d091f9d758b34aaaaa6331d13574bf01891d903b3dec59bfff458ef7551de5d6 \ + --hash=sha256:d730e984eddf56974c3e72b6129c7ca462ac38dc624338f4b0b23eb23ecba00f \ + --hash=sha256:d75d11c949914165976c621b2324f9ef162af7ebf4b057ddf95dd1dba7e5edcf \ + --hash=sha256:d843374407c4017a6403b59c6c81606773d136f3259d5b6da3131bc814542cc2 \ + --hash=sha256:da4e09638420548f31c354032a6250e473c68e5a4e96899b4844cf39ddea23fe \ + --hash=sha256:de2445a0c6690d21b7eb6ce071cebad6d40a2e9bdf10d039074a96ba19797b99 \ + --hash=sha256:dfca0129678bd56379db26c52b5d77ed7de314c047492fbdc763aa7501710cfb \ + --hash=sha256:e9fae004b941b23ff2edcf1567a857ed77bafc8086ffa258190462328434faf8 \ + --hash=sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1 \ + --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921 \ + --hash=sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba \ + --hash=sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358 + # via mlflow +matplotlib-inline==0.2.2 \ + --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \ + --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79 # via # ipykernel # ipython -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -2386,12 +2746,24 @@ minio==7.2.11 \ --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \ --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5 # via feast (pyproject.toml) -mistune==3.2.0 \ - --hash=sha256:708487c8a8cdd99c9d90eb3ed4c3ed961246ff78ac82f03418f5183ab70e398a \ - --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1 +mistune==3.2.1 \ + --hash=sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048 \ + --hash=sha256:7c8e5501d38bac1582e067e46c8343f17d57ea1aaa735823f3aba1fd59c88a28 # via # great-expectations # nbconvert +mlflow==3.12.0 \ + --hash=sha256:227ee31c6abf7ae3b3c38d4ca87c356e107578740c1efee89da43f2a5b9e3b47 \ + --hash=sha256:e1c28ed4c48557cc52c766f17f1ca5826753ddf241d43f30f99c45f7ea6b3ce0 + # via feast (pyproject.toml) +mlflow-skinny==3.12.0 \ + --hash=sha256:0498f3697abcabcc6204c432ef179840f6a7a34ce123837c98c1913064fda6dd \ + --hash=sha256:74d27066bc9553d281e0c31d25f07deb39dbe99d190e4f7c257703e5c8ee6d10 + # via mlflow +mlflow-tracing==3.12.0 \ + --hash=sha256:8702a34a1d4f1517ba904d716f5a8fca4675e6526f7d164d02bdaabececa2d80 \ + --hash=sha256:c6072553f47b42505dc7ee62946688a4a0dde8f06b78fbc60e946397b20e1518 + # via mlflow mmh3==5.2.1 \ --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \ --hash=sha256:0634581290e6714c068f4aa24020acf7880927d1f0084fa753d9799ae9610082 \ @@ -2922,6 +3294,7 @@ numpy==2.2.6 \ # feast (pyproject.toml) # accelerate # altair + # contourpy # dask # datasets # db-dtypes @@ -2931,6 +3304,8 @@ numpy==2.2.6 \ # great-expectations # ibis-framework # imageio + # matplotlib + # mlflow # opencv-python-headless # pandas # pandas-gbq @@ -2941,6 +3316,7 @@ numpy==2.2.6 \ # scipy # sentence-transformers # shapely + # skops # tifffile # torchvision # transformers @@ -2958,121 +3334,144 @@ opencv-python-headless==4.13.0.92 \ --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \ --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d # via easyocr -openlineage-python==1.46.0 \ - --hash=sha256:f6228a01d34990e76ede5b55b3f99169e54e2e624814c4493f064b9cb1bfba37 +openlineage-python==1.47.1 \ + --hash=sha256:44ca34b0b38c9a49f6b7200ace37612334a34a455361af29adcfb80e27d258dd # via feast (pyproject.toml) openpyxl==3.1.5 \ --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \ --hash=sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050 # via docling -oracledb==3.4.2 \ - --hash=sha256:00c79448017f367bb7ab6900efe0706658a53768abea2b4519a4c9b2d5743890 \ - --hash=sha256:0e16fe3d057e0c41a23ad2ae95bfa002401690773376d476be608f79ac74bf05 \ - --hash=sha256:0f04a2d62073407672f114d02529921de0677c6883ed7c64d8d1a3c04caa3238 \ - --hash=sha256:1617a1db020346883455af005efbefd51be2c4d797e43b1b38455a19f8526b48 \ - --hash=sha256:19fa80ef84f85ad74077aa626067bbe697e527bd39604b4209f9d86cb2876b89 \ - --hash=sha256:1e4930d7f6584832dcc15b8ca415a7957b0c45f5aa7c4f88702e070e5c53bf93 \ - --hash=sha256:23aa07c1eaca17ae74c6fdc86b218f58484d56452958aead1aa460c0596a76c1 \ - --hash=sha256:31b7ee83c23d0439778303de8a675717f805f7e8edb5556d48c4d8343bcf14f5 \ - --hash=sha256:3df8eee1410d25360599968b1625b000f10c5ae0e47274031a7842a9dc418890 \ - --hash=sha256:404ec1451d0448653ee074213b87d6c5bd65eaa74b50083ddf2c9c3e11c71c71 \ - --hash=sha256:46e0f2278ff1fe83fbc33a3b93c72d429323ec7eed47bc9484e217776cd437e5 \ - --hash=sha256:55397e7eb43bb7017c03a981c736c25724182f5210951181dfe3fab0e5d457fb \ - --hash=sha256:574c8280d49cbbe21dbe03fc28356d9b9a5b9e300ebcde6c6d106e51453a7e65 \ - --hash=sha256:59ad6438f56a25e8e1a4a3dd1b42235a5d09ab9ba417ff2ad14eae6596f3d06f \ - --hash=sha256:5d7befb014174c5ae11c3a08f5ed6668a25ab2335d8e7104dca70d54d54a5b3a \ - --hash=sha256:5ed78d7e7079a778062744ccf42141ce4806818c3f4dd6463e4a7edd561c9f86 \ - --hash=sha256:643c25d301a289a371e37fcedb59e5fa5e54fb321708e5c12821c4b55bdd8a4d \ - --hash=sha256:6d85622664cc88d5a82bbd7beccb62cd53bd272c550a5e15e7d5f8ae6b86f1f1 \ - --hash=sha256:9f434a739405557bd57cb39b62238142bb27855a524a70dc6d397a2a8c576c9d \ - --hash=sha256:a7396664e592881225ba66385ee83ce339d864f39003d6e4ca31a894a7e7c552 \ - --hash=sha256:ac25a0448fc830fb7029ad50cd136cdbfcd06975d53967e269772cc5cb8c203a \ - --hash=sha256:b1095d95d0c8b37e4d0e17cf1928919cb59222b6344362a1cf6a2f3ca205a28a \ - --hash=sha256:b26a10f9c790bd141ffc8af68520803ed4a44a9258bf7d1eea9bfdd36bd6df7f \ - --hash=sha256:b8e4b8a852251cef09038b75f30fce1227010835f4e19cfbd436027acba2697c \ - --hash=sha256:b974caec2c330c22bbe765705a5ac7d98ec3022811dec2042d561a3c65cb991b \ - --hash=sha256:d7ce75c498bff758548ec6e4424ab4271aa257e5887cc436a54bc947fd46199a \ - --hash=sha256:d8d75e4f879b908be66cce05ba6c05791a5dbb4a15e39abc01aa25c8a2492bd9 \ - --hash=sha256:e068ef844a327877bfefbef1bc6fb7284c727bb87af80095f08d95bcaf7b8bb2 \ - --hash=sha256:f8ea989965a4f636a309444bd696ab877bba373d5d67bf744785f9bd8c560865 \ - --hash=sha256:f93cae08e8ed20f2d5b777a8602a71f9418389c661d2c937e84d94863e7e7011 \ - --hash=sha256:ff3c89cecea62af8ca02aa33cab0f2edc0214c747eac7d3364ed6b2640cb55e4 +opentelemetry-api==1.16.0 \ + --hash=sha256:4b0e895a3b1f5e1908043ebe492d33e33f9ccdbe6d02d3994c2f8721a63ddddb \ + --hash=sha256:79e8f0cf88dbdd36b6abf175d2092af1efcaa2e71552d0d2b3b181a9707bf4bc + # via + # mlflow-skinny + # mlflow-tracing + # opentelemetry-sdk +opentelemetry-proto==1.27.0 \ + --hash=sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6 \ + --hash=sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace + # via + # mlflow-skinny + # mlflow-tracing +opentelemetry-sdk==1.16.0 \ + --hash=sha256:15f03915eec4839f885a5e6ed959cde59b8690c8c012d07c95b4b138c98dc43f \ + --hash=sha256:4d3bb91e9e209dbeea773b5565d901da4f76a29bf9dbc1c9500be3cabb239a4e + # via + # mlflow-skinny + # mlflow-tracing +opentelemetry-semantic-conventions==0.37b0 \ + --hash=sha256:087ce2e248e42f3ffe4d9fa2303111de72bb93baa06a0f4655980bc1557c4228 \ + --hash=sha256:462982278a42dab01f68641cd89f8460fe1f93e87c68a012a76fb426dcdba5ee + # via opentelemetry-sdk +oracledb==4.0.0 \ + --hash=sha256:19d445b62973da05fde2f7f9fe1f811e3b18de4f9c6699f3c921af5ef75494bf \ + --hash=sha256:1d3e46c81baf932752d5dfa25e9c63faea65ef17d5c0650558547b8784c929a1 \ + --hash=sha256:22e33228d6955db8a69c8c83ee4b392a534c86f9493647ea3f511c2f5df08dd4 \ + --hash=sha256:244ebe47c4a4e32bc07a4206192de04d92fbfeb72bf11a01493e3a710bd4b19a \ + --hash=sha256:4582f87e56c2a2e3a74942f087c096525543e92fb59d3758e41d41145b809c52 \ + --hash=sha256:4e47a130120181b8226daf9e928e3c22107c1d03d9ac5f6b891360677a811787 \ + --hash=sha256:4fcbbd8977d8d91ae0d931ce21cda0048f9685e6cc29c9a84b49a769a2511b08 \ + --hash=sha256:62b36249e8db777cd6a2b56be768642d055c89df3cbcfb5d6a3b4dc2426b34df \ + --hash=sha256:6c65366200b44c0a71b927cd813628f0d993b098c61cc82c54c53bccb0dd0d80 \ + --hash=sha256:6fc3dd6ce0fb1d8ca865bdf39183e663b1dd5e2d585327feffedf379a05e3abb \ + --hash=sha256:758ac5a56e872eb517cbae5d28574b200d7b2b28c793ee31b6ce4938777d8364 \ + --hash=sha256:80434a5aa393833bfde853e9e2943671cab219b3081c34aad1974df73c21e04d \ + --hash=sha256:893acd019ee45184e85ef1b5f1ba425ab4da3e8ed4dab1339b7ef329d3658ffc \ + --hash=sha256:8974532ca43f50bc6c41b9efd78219121d3fa52c673d9790da12468d06fcf59f \ + --hash=sha256:8dd447f52482779f6cde277eaf7d734c7ac8f07f4d4e3d3609510f6033dfd0b8 \ + --hash=sha256:922c59a7fcdc44c93dac852b33b9ebae202614235e0ed235e632bf8d5ca4dd55 \ + --hash=sha256:997a4cd0f563b5a1aa92aeb9bdd70e67e3789f0d1a418600a7256b27e6c8947f \ + --hash=sha256:a1c22feae372978861786c65560498dbb36e32d7447318499694d4504c67c043 \ + --hash=sha256:a3a0221ccb33fb47b46cc3fbe587d80144e0ae6237ded5b3c58e8f6c674f02dc \ + --hash=sha256:a7e2c3d99a691e71b4eeb9efbefdfae4dcdfe3bb78abf05a5d9b1a5e65ce8ea0 \ + --hash=sha256:aad06930cf7a99914c863e6e550111b452560bef82b25bd9650541d5c7622837 \ + --hash=sha256:b691fbca4c83e72773c1bee17df5dfced4f01334ea48242262430074cc5a9b36 \ + --hash=sha256:b94a53c2524f4b9522a3091abdb12a2d8e1ac80a83456f7278d2165c3ec54482 \ + --hash=sha256:bad1d5101cd6191271ab89ec372ad8ca119dac9453f59b7be948bdebf6cd5a55 \ + --hash=sha256:ccf0b875850109a77ab932b03dbfa6c98e4eb011545465008d32e7a7207e8e9a \ + --hash=sha256:cd83db5710e26502352c4ce3f5b5e29f202223f9dade089a28daeb688083d0db \ + --hash=sha256:d4b36f906f2e6812d2e4bc1fe965d50670a3fd552cef66bcb2da892e946bba0c \ + --hash=sha256:dc96cf923b62baae45bf698f4e80407b5640d9760682ce5d424e847bf9e20298 \ + --hash=sha256:e29d9c9db167ade1c1649123c8f7cadf248f8e7f66f86335ec5b66b97f70f684 \ + --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \ + --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6 # via ibis-framework -orjson==3.11.8 \ - --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \ - --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \ - --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \ - --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \ - --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \ - --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \ - --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \ - --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \ - --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \ - --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \ - --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \ - --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \ - --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \ - --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \ - --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \ - --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \ - --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \ - --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \ - --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \ - --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \ - --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \ - --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \ - --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \ - --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \ - --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \ - --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \ - --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \ - --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \ - --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \ - --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \ - --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \ - --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \ - --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \ - --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \ - --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \ - --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \ - --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \ - --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \ - --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \ - --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \ - --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \ - --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \ - --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \ - --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \ - --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \ - --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \ - --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \ - --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \ - --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \ - --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \ - --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \ - --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \ - --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \ - --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \ - --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \ - --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \ - --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \ - --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \ - --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \ - --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \ - --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \ - --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \ - --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \ - --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \ - --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \ - --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \ - --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \ - --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \ - --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \ - --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \ - --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \ - --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \ - --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \ - --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6 +orjson==3.11.9 \ + --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \ + --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \ + --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \ + --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \ + --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \ + --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \ + --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \ + --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \ + --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \ + --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \ + --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \ + --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \ + --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \ + --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \ + --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \ + --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \ + --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \ + --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \ + --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \ + --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \ + --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \ + --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \ + --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \ + --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \ + --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \ + --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \ + --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \ + --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \ + --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \ + --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \ + --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \ + --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \ + --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \ + --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \ + --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \ + --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \ + --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \ + --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \ + --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \ + --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \ + --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \ + --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \ + --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \ + --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \ + --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \ + --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \ + --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \ + --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \ + --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \ + --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \ + --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \ + --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \ + --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \ + --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \ + --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \ + --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \ + --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \ + --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \ + --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \ + --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \ + --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \ + --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \ + --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \ + --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \ + --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \ + --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \ + --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \ + --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \ + --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \ + --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \ + --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \ + --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \ + --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \ + --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81 # via trino overrides==7.7.0 \ --hash=sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a \ @@ -3101,6 +3500,9 @@ packaging==26.2 \ # jupyterlab-server # lazy-loader # marshmallow + # matplotlib + # mlflow-skinny + # mlflow-tracing # nbconvert # openlineage-python # pandas-gbq @@ -3108,6 +3510,7 @@ packaging==26.2 \ # ray # safetensors # scikit-image + # skops # snowflake-connector-python # sphinx # transformers @@ -3179,6 +3582,7 @@ pandas==2.3.3 \ # google-cloud-bigquery # great-expectations # ibis-framework + # mlflow # pandas-gbq # pymilvus # snowflake-connector-python @@ -3194,9 +3598,9 @@ parsimonious==0.11.0 \ --hash=sha256:32e3818abf9f05b3b9f3b6d87d128645e30177e91f614d2277d88a0aea98fae2 \ --hash=sha256:e080377d98957beec053580d38ae54fcdf7c470fb78670ba4bf8b5f9d5cad2a9 # via singlestoredb -parso==0.8.6 \ - --hash=sha256:2b9a0332696df97d454fa67b81618fd69c35a7b90327cbe6ba5c92d2c68a7bfd \ - --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff +parso==0.8.7 \ + --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \ + --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1 # via jedi parsy==2.2 \ --hash=sha256:5e981613d9d2d8b68012d1dd0afe928967bea2e4eefdb76c2f545af0dd02a9e7 \ @@ -3329,12 +3733,13 @@ pillow==11.3.0 \ # docling-parse # easyocr # imageio + # matplotlib # python-pptx # scikit-image # torchvision -pip==26.1 \ - --hash=sha256:4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1 \ - --hash=sha256:81e13ebcca3ffa8cc85e4deff5c27e1ee26dea0aa7fc2f294a073ac208806ff3 +pip==26.1.1 \ + --hash=sha256:99cb1c2899893b075ff56e4ed0af55669a955b49ad7fb8d8603ecdaf4ed653fb \ + --hash=sha256:d36762751d156a4ee895de8af39aa0abeeeb577f93a2eca6ab62467bbf0f8a78 # via pip-tools pip-tools==7.5.3 \ --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \ @@ -3366,9 +3771,13 @@ pre-commit==3.3.1 \ --hash=sha256:218e9e3f7f7f3271ebc355a15598a4d3893ad9fc7b57fe446db75644543323b9 \ --hash=sha256:733f78c9a056cdd169baa6cd4272d51ecfda95346ef8a89bf93712706021b907 # via feast (pyproject.toml) -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prettytable==3.17.0 \ + --hash=sha256:59f2590776527f3c9e8cf9fe7b66dd215837cca96a9c39567414cbc632e8ddb0 \ + --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287 + # via skops +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via # feast (pyproject.toml) # jupyter-server @@ -3376,135 +3785,134 @@ prompt-toolkit==3.0.52 \ --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \ --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955 # via ipython -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \ - --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \ - --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \ - --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \ - --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \ - --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \ - --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \ - --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \ - --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \ - 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--hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \ + --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \ + --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \ + --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \ + --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \ + --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \ + --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \ + --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \ + --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \ + --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \ + --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \ + --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \ + --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \ + --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \ + --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \ + --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # via # google-api-core # google-cloud-bigquery-storage @@ -3524,6 +3932,7 @@ protobuf==4.25.9 \ --hash=sha256:d49b615e7c935194ac161f0965699ac84df6112c378e05ec53da65d2e4cbb6d4 # via # feast (pyproject.toml) + # databricks-sdk # google-api-core # google-cloud-bigquery-storage # google-cloud-bigtable @@ -3535,7 +3944,10 @@ protobuf==4.25.9 \ # grpcio-status # grpcio-testing # grpcio-tools + # mlflow-skinny + # mlflow-tracing # mypy-protobuf + # opentelemetry-proto # proto-plus # pymilvus # qdrant-client @@ -3648,9 +4060,9 @@ psycopg-binary==3.2.5 \ --hash=sha256:ee6d8f489a9b116ea8dc797664a50671585a4ca20573359f067858e1231cc217 \ --hash=sha256:efb878d08dd49d7d9d18512e791b418a1171d08f935475eec98305f0886b7c14 # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg ptyprocess==0.7.0 \ --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \ @@ -3674,57 +4086,57 @@ 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==23.0.1 \ + --hash=sha256:00be9576d970c31defb5c32eb72ef585bf600ef6d0a82d5eccaae96639cf9d07 \ + 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--hash=sha256:fed7020203e9ef273360b9e45be52a2a47d3103caf156a30ace5247ffb51bdbd # via # feast (pyproject.toml) # dask @@ -3733,6 +4145,7 @@ pyarrow==24.0.0 \ # deltalake # google-cloud-bigquery # ibis-framework + # mlflow # pandas-gbq # snowflake-connector-python pyarrow-hotfix==0.7 \ @@ -3836,9 +4249,9 @@ pycryptodome==3.23.0 \ --hash=sha256:e3f2d0aaf8080bda0587d58fc9fe4766e012441e2eed4269a77de6aea981c8be \ --hash=sha256:eb8f24adb74984aa0e5d07a2368ad95276cf38051fe2dc6605cbcf482e04f2a7 # via minio -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # dbt-artifacts-parser @@ -3850,133 +4263,135 @@ pydantic==2.13.3 \ # fastapi-mcp # 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--hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # docling # docling-core @@ -4217,14 +4632,16 @@ pyodbc==5.3.0 \ # via # feast (pyproject.toml) # ibis-framework -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyparsing==3.3.2 \ --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \ --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc - # via great-expectations + # via + # great-expectations + # matplotlib pypdfium2==4.30.0 \ --hash=sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e \ --hash=sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29 \ @@ -4300,112 +4717,146 @@ pytest-xdist==3.8.0 \ --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \ --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1 # via feast (pyproject.toml) -python-bidi==0.6.7 \ - --hash=sha256:01ff2fd676ef8351f32e820b2d3b61eac875a21702d2118263a2641b458e1996 \ - --hash=sha256:05fe5971110013610f0db40505d0b204edc756e92eafac1372a464f8b9162b11 \ - --hash=sha256:06650a164e63e94dc8a291cc9d415b4027cb1cce125bc9b02dac0f34d535ed47 \ - --hash=sha256:0cb75e8a410166fd677d55095e505bf6a4773c066f51efbda72d302ebc56e79b \ - --hash=sha256:0dbb4bbae212cca5bcf6e522fe8f572aff7d62544557734c2f810ded844d9eea \ - --hash=sha256:0f86e447e94ae78db7d56e7da2124c435eaee4425c87d3d92aea271317811112 \ - --hash=sha256:11c51579e01f768446a7e13a0059fea1530936a707abcbeaad9467a55cb16073 \ - --hash=sha256:1395e236c71f11267860b53293a33b19b991b06e0f4ac61045b892e6a99d96f2 \ - --hash=sha256:17572944e6d8fb616d111fc702c759da2bf7cedab85a3e4fa2af0c9eb95ed438 \ - --hash=sha256:19737d217088ef27014f98eac1827c5913e6fb1dea96332ed84ede61791070d9 \ - --hash=sha256:1ba28642928d1c8fdb18b0632fe931f156e888c646326a3ad8eb3e55ee904951 \ - --hash=sha256:1c061207212cd1db27bf6140b96dcd0536246f1e13e99bb5d03f4632f8e2ad7f \ - --hash=sha256:1c5fb99f774748de283fadf915106f130b74be1bade934b7f73a7a8488b95da1 \ - --hash=sha256:1dd0a5ec0d8710905cebb4c9e5018aa8464395a33cb32a3a6c2a951bf1984fe5 \ - --hash=sha256:24388c77cb00b8aa0f9c84beb7e3e523a3dac4f786ece64a1d8175a07b24da72 \ - --hash=sha256:24a4a268289bbe80ad7da3064d7325f1571173859e8ad75d2f99075d5278b02b \ - --hash=sha256:24afff65c581a5d6f658a9ec027d6719d19a1d8a4401000fdb22d2eeb677b8e3 \ - --hash=sha256:257d6dd0e07221f1dc8720fa61158471f5aae30d5f89837c38a026386151c250 \ - --hash=sha256:26a8fe0d532b966708fc5f8aea0602107fde4745a8a5ae961edd3cf02e807d07 \ - --hash=sha256:2a93b0394cc684d64356b0475858c116f1e335ffbaba388db93bf47307deadfa \ - --hash=sha256:2d28e2bdcadf5b6161bb4ee9313ce41eac746ba57e744168bf723a415a11af05 \ - --hash=sha256:349b89c3110bd25aa56d79418239ca4785d4bcc7a596e63bb996a9696fc6a907 \ - --hash=sha256:3a85275dfc24a96629da058c4c2fc93af6390aefe2f7cdde1500b6ac3fd40ca0 \ - --hash=sha256:3b63d19f3f56ff7f99bce5ca9ef8c811dbf0f509d8e84c1bc06105ed26a49528 \ - --hash=sha256:3b96744e4709f4445788a3645cea7ef8d7520ccd4fa8bbbfb3b650702e12c1e6 \ - 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--hash=sha256:f24189dc3aea3a0a94391a047076e1014306b39ba17d7a38ebab510553cd1a97 \ - --hash=sha256:f57726b5a90d818625e6996f5116971b7a4ceb888832337d0e2cf43d1c362a90 \ - --hash=sha256:f7c055a50d068b3a924bd33a327646346839f55bcb762a26ec3fde8ea5d40564 \ - --hash=sha256:f7e5072269c34a1b719910ee4decf13b288159fb320f18aba3885f6b6aab7753 \ - --hash=sha256:f7e507e1e798ebca77ddc9774fd405107833315ad802cfdaa1ab07b6d9154fc8 \ - --hash=sha256:fbbffb948a32f9783d1a28bc0c53616f0a76736ed1e7c1d62e3e99a8dfaab869 \ - --hash=sha256:fd87d112eda1f0528074e1f7c0312881816cb75854133021124269a27c6c48dc \ - --hash=sha256:ff06e4aa781aa4f68fbfaf1e727fe221fa1c552fef8ae70b6d2a0178e1f229ad +python-bidi==0.6.10 \ + --hash=sha256:00e8f3504e63a7713bdc1367b3de46270ddc76551f1cf04510039d65a123fd53 \ + --hash=sha256:038d29ba39a638a5aa904e3f86547f6f883ca16b3ea1db98fbc861e9644762fe \ + --hash=sha256:0533a900b9b9fa94e1c906e8cdb15b579389ce3fa959af228a12e8527aaba8cc \ + 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--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 # via easyocr python-dateutil==2.9.0 \ --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \ @@ -4417,10 +4868,12 @@ python-dateutil==2.9.0 \ # botocore # elasticsearch # google-cloud-bigquery + # graphene # great-expectations # ibis-framework # jupyter-client # kubernetes + # matplotlib # moto # openlineage-python # pandas @@ -4433,6 +4886,7 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via + # mlflow-skinny # pydantic-settings # pymilvus # testcontainers @@ -4445,19 +4899,18 @@ python-keycloak==4.2.2 \ --hash=sha256:1d43a1accd4a038ed39317fcb3eb78211df6c75bbcbc4c482c99ee76327136f2 \ --hash=sha256:5137fd87c69031a372a578df96bae96b9aead2c9dad976613bc978e9e0246a1e # via feast (pyproject.toml) -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp python-pptx==1.0.2 \ --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \ --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095 # via docling -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via - # clickhouse-connect # great-expectations # pandas # snowflake-connector-python @@ -4546,6 +4999,7 @@ pyyaml==6.0.3 \ # huggingface-hub # jupyter-events # kubernetes + # mlflow-skinny # openlineage-python # pre-commit # ray @@ -4650,9 +5104,9 @@ pyzmq==27.1.0 \ # ipykernel # jupyter-client # jupyter-server -qdrant-client==1.17.1 \ - --hash=sha256:22f990bbd63485ed97ba551a4c498181fcb723f71dcab5d6e4e43fe1050a2bc0 \ - --hash=sha256:6cda4064adfeaf211c751f3fbc00edbbdb499850918c7aff4855a9a759d56cbd +qdrant-client==1.18.0 \ + --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \ + --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4 # via feast (pyproject.toml) ray==2.55.1 \ --hash=sha256:0053fd5b400f7ac56263aa1bbd3d68fb79341b08b8dc697c88782d5aca7b3ed4 \ @@ -4685,131 +5139,132 @@ referencing==0.37.0 \ # jsonschema # jsonschema-specifications # jupyter-events -regex==2026.4.4 \ - --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \ - --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \ - --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \ - --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \ - --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \ - --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \ - --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \ - --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \ - --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \ - --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \ - 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--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 # via # feast (pyproject.toml) # parsimonious # transformers -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # azure-core + # databricks-sdk # datasets # docker # docling @@ -4821,6 +5276,7 @@ requests==2.33.1 \ # huggingface-hub # jupyterlab-server # kubernetes + # mlflow-skinny # moto # msal # openlineage-python @@ -5007,25 +5463,25 @@ ruamel-yaml==0.17.17 \ --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \ --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f # via great-expectations -ruff==0.15.12 \ - --hash=sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b \ - --hash=sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33 \ - --hash=sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0 \ - --hash=sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002 \ - --hash=sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339 \ - --hash=sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e \ - --hash=sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847 \ - --hash=sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f \ - --hash=sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6 \ - --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d \ - --hash=sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20 \ - --hash=sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd \ - --hash=sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c \ - --hash=sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5 \ - --hash=sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6 \ - --hash=sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c \ - --hash=sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5 \ - --hash=sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5 +ruff==0.15.13 \ + --hash=sha256:1c26d2f66163deeb6e08d8b39fbbe983ce3c71cea06a6d7591cfd1421793c629 \ + --hash=sha256:2471da9bd1068c8c064b5fd9c0c4b6dddffd6369cb1cd68b29993b1709ff1b21 \ + --hash=sha256:2e2e39bff6c341f4b577a21b801326fab0b11847f48fcaa83f00a113c9b3cb55 \ + --hash=sha256:4044f94208b3b05ba0fc4a4abd0558cf4d6459bd18325eead7fd8cc66f909b41 \ + --hash=sha256:444b580fc72fd6887e650acd3e575e18cdc79dbcf42fb4030b491057921f61f8 \ + --hash=sha256:6590d009e7cb7ebf36f83dbdd44a3fa48a0994ff6f1cdc1b08006abe58f98dc7 \ + --hash=sha256:7064884d442b7d477b4e7473d12da7f08851d2b1982763c5d3f388a19468a1a4 \ + --hash=sha256:768494eb08b9cee54e2fd27969966f74db5a57f6eaa7a90fcb3306af34dfc4bd \ + --hash=sha256:7ef823f817fcd191dc934e984be9cf4094f808effa16f2542ad8e821ba02bbf2 \ + --hash=sha256:8cb74dd33bb2f6613faf7fc03b660053b5ac4f80e706d5788c6335e2a8048d51 \ + --hash=sha256:9dbd6f94b434f896308e4d57fb7bfde0d02b99f7a64b3bdab0fdfa6a864203a5 \ + --hash=sha256:ae9c17e5eb4430c154e76abc25d79a318190f5a997f38fb6b114416c5319ffc9 \ + --hash=sha256:bf3259f3be4d181bda591da5db2571aed6853c6a048157756448020bc6c5cd22 \ + --hash=sha256:cc411dfebe5eebe55ce041c6ae080eb7668955e866daa2fbb16692a784f1c4ca \ + --hash=sha256:e8d9a8e08013542e94d3220bc5b62cc3e5ef87c5f74bff367d3fac14fab013e6 \ + --hash=sha256:f345a13937bd7f09f6f5d19fa0721b0c103e00e7f62bc67089a8e5e037719e0b \ + --hash=sha256:f9d89f17f7ba7fb2ed42921f0df75da797a9a5d71bc39049e2c687cf2baf44b7 \ + --hash=sha256:fb75f9a3a7e42ffe117d734494e6c5e5cb3565d66e12612cb63d0e572a41a5b6 # via feast (pyproject.toml) s3transfer==0.13.1 \ --hash=sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724 \ @@ -5118,7 +5574,9 @@ scikit-learn==1.7.2 \ --hash=sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33 # via # feast (pyproject.toml) + # mlflow # sentence-transformers + # skops scipy==1.15.3 \ --hash=sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477 \ --hash=sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c \ @@ -5170,9 +5628,11 @@ scipy==1.15.3 \ # docling # easyocr # great-expectations + # mlflow # scikit-image # scikit-learn # sentence-transformers + # skops semchunk==3.2.5 \ --hash=sha256:ee15e9a06a69a411937dd8fcf0a25d7ef389c5195863140436872a02c95b0218 \ --hash=sha256:fd09cc5f380bd010b8ca773bd81893f7eaf11d37dd8362a83d46cedaf5dae076 @@ -5181,9 +5641,9 @@ send2trash==2.1.0 \ --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \ --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459 # via jupyter-server -sentence-transformers==5.4.1 \ - --hash=sha256:436bcb1182a0ff42a8fb2b1c43498a70d0a75b688d182f2cd0d1dd115af61ddc \ - --hash=sha256:a6d640fc363849b63affb8e140e9d328feabab86f83d58ac3e16b1c28140b790 +sentence-transformers==5.5.0 \ + --hash=sha256:75313fdcc2397ec4b58297c25d6187fcca5a6b2aeb09570a72eff5a3223d8d58 \ + --hash=sha256:9cec675e68bfe09d07466d1f13ab06d1d79d60a0f45b154baf433bde6ae159cb # via feast (pyproject.toml) setuptools==80.10.2 \ --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \ @@ -5192,6 +5652,8 @@ setuptools==80.10.2 \ # feast (pyproject.toml) # grpcio-tools # jupyterlab + # opentelemetry-api + # opentelemetry-sdk # pandas-gbq # pbr # pip-tools @@ -5281,6 +5743,14 @@ 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 + # via gitdb sniffio==1.3.1 \ --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \ --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc @@ -5292,32 +5762,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -5419,39 +5889,38 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:e06e617e3d4fd9e51d385dfe45b077a41e9d1b033a7702551e3278ac597dc750 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 - # via feast (pyproject.toml) -sqlglot[rs]==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 + # via + # feast (pyproject.toml) + # alembic + # mlflow +sqlglot[rs]==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via # feast (pyproject.toml) # ibis-framework -sqlglotc==30.6.0 \ - --hash=sha256:003b15bbe3f3a4a63313baeb3f090906cf0172fe007ab24974c612a577f56c61 \ - --hash=sha256:05861b5d74ae4b0a5a6e6a9309a8a975d9572c2bf1eb9634a33af9189eb7d333 \ - --hash=sha256:0b907206ef36fd8f0c28da4c5b8c8f896bd67826da0d765616e6c950689ac849 \ - --hash=sha256:0e1aae195008c1d87ed1b1543bceed1408ae8ecf146571b3029e98b23a19c59c \ - --hash=sha256:16291ee3da0276df2689cc139df41d8723cf6014aca979f307fb75a898b0d3e8 \ - --hash=sha256:27d6c22375395f1fdfe8a5d80b5fb781ca7849e29c7db7dfb11edb466a5b7a4d \ - --hash=sha256:2b50aba396d4622c201a9dd933b51cd6858b5af5ebbcf7db1af35db7e83ece48 \ - --hash=sha256:4a5beba24625bc14070992fdddc7aed22df912007882f31f27b0e88d7b7d9445 \ - --hash=sha256:4c84a933816374b6167d9347e488fb4a357bb0e3be2e8e820dafeb3c9948feab \ - --hash=sha256:4d45ee83e1f72ee94045ccfd13e51fa7d822548f50e9d20d3d42e127bcd9f453 \ - --hash=sha256:4eb6f349c21d5a3e39733db5416e57ec171ca3b1c17b02badfdbe55d9a3666a5 \ - --hash=sha256:61a1e4f533955db0bfd4219883bfab1f2030753ffaebc9cbb4e950dfbcae3db7 \ - --hash=sha256:63b02231cc2f10d63df373fa02f3e03b4216e94c6f32ccdfd11adc770dc95fb7 \ - --hash=sha256:6e8dab3b9f84c9b591ecd1fb0920b800c08dd6c38eda3be91176fc239d3c94bc \ - --hash=sha256:7acdb7b15f060bacea01e1c68d1dd70471f03bda89478ca0ee96bac3df03d0a7 \ - --hash=sha256:87437d4f32c1dc61c3ef046dc39b9fe119ac2e2e5253e33351f1a62ba802942a \ - --hash=sha256:875c6925f3d70aa1bc4bcc405090a12deec01de71193e7229f114c5ecf39f725 \ - --hash=sha256:949f5d457c8c98998ed06d060873370d7553077ab3c2db9569acda5887cd6ce7 \ - --hash=sha256:c69c9dbe4dfab74329294d07b2956ca9a03123089a1923f3d299a21d4b66898d \ - --hash=sha256:cb4b5a532fb35ce415aea6d360fe202278b46cc59c07318b97401930a1584e35 \ - --hash=sha256:cfba6244f52bcdffe22a35334d48d741aed3077c20bb7aa9bb511c21fd766438 \ - --hash=sha256:dd781790c3fc6cb82e6c00836f7f9ab33941cf2b9dca173d7b9f41c37c78d114 \ - --hash=sha256:e397befde3d08d870a8f1c7bd80d7abc68ee119c472143ab196709319e205af4 \ - --hash=sha256:f0a37ad865b106005cb5d36efd537a412912477c83cbca1579ee45f17d73fe54 \ - --hash=sha256:fb977d427a196a620aa60b71d4b66d60c3d015c9004e7393162d4771fb435406 +sqlglotc==30.8.0 \ + --hash=sha256:02ead13bbaf56a7eb0fdf1eb6ea23b1d70857901a60ea5118e09151ca4051712 \ + --hash=sha256:172ea79fcdcf3795134dcdff03995681c60bdc0c0874d43dc06ab06fecc0ae25 \ + --hash=sha256:1863950ef7f41467fe32f7cc55d10d4d747f2b532023c82ccbb44693e6911bc9 \ + --hash=sha256:2dcdf0a8e9f07f9cd95eb0b6e653352f85862feee0fb6e7a48251e888ae42a5c \ + --hash=sha256:3176d7a5dc4c97d462ef3a73eb32e513033cf61fc5a794d5e2a310621d078d9b \ + --hash=sha256:4fad7bceb63f831ec0ec07b5199a7e3f7448323354b9dd7b6f262b501cd76185 \ + --hash=sha256:62dfdd3ad97d80034ebf8d8117d15fff936aa9aa8394139f0f5f05aac25dc36b \ + --hash=sha256:6576f7979a506ff5cab4af781c058c0a9caa654d2cd4a864c96c2d785f44711c \ + --hash=sha256:7068fcfd64ebcedc10bd174b69e0d8d312a89a18772f6312e51a8d3bb1757f1d \ + --hash=sha256:86c974ec80867180f5bb9a67b9d801095a59b3b046da6df5d989c1572629b2ec \ + --hash=sha256:960ddda931beb89ae01f8d7c10fa72c486d4d04b077672f94978adb976adc60f \ + --hash=sha256:9f2dc50e2ca234c40dce5d5a3dfb212c6ed73278043225ac1b0ab577a2db1815 \ + --hash=sha256:ac64dd30ecc20421e0133883db4e10c3699354c592513aeb50b1ee243a8a5c60 \ + --hash=sha256:b7dca8aedfdd8f50694e04ea55b040e2cb685dcaf600ca4ea5dd0a141a6a6835 \ + --hash=sha256:be6257bdbdf2fd2a4daea46c0781542b69e94d968ba745374721dc96d0e55d02 \ + --hash=sha256:c445f11b470475848b75a03bc3d8ef765cf86e098c4f5003701838da435d492a \ + --hash=sha256:e6fa017c3fbcf28b1b259e254995949733bafa2d94f3c9398e4cc4230394f8e7 \ + --hash=sha256:ed86cbfc5b2b292e0474ca9fcf71b82b39aef150d968d8ac97d35a8ab85c43cd \ + --hash=sha256:f5f17e336a073d7087271468155cb401687e931b5b61d6438233278c2a636baf \ + --hash=sha256:f640eb821b7bf82e21557f3683f4db89302a9bac4680e8ff53dd951ad7e995d8 \ + --hash=sha256:f79acd23fcf6ef2e5ef42df26010f699134b3653ff40cb3e403fed083e3e38dc # via sqlglot sqlglotrs==0.13.0 \ --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \ @@ -5468,20 +5937,25 @@ sqlparams==6.2.0 \ --hash=sha256:3744a2ad16f71293db6505b21fd5229b4757489a9b09f3553656a1ae97ba7ca5 \ --hash=sha256:63b32ed9051bdc52e7e8b38bc4f78aed51796cdd9135e730f4c6a7db1048dedf # via singlestoredb -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sqlparse==0.5.5 \ + --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \ + --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e + # via mlflow-skinny +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp stack-data==0.6.3 \ --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \ --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695 # via ipython -starlette==1.0.0 \ - --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ - --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b +starlette==0.52.1 \ + --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74 \ + --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933 # via # fastapi # mcp + # mlflow-skinny # sse-starlette sympy==1.14.0 \ --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \ @@ -5583,9 +6057,9 @@ tifffile==2025.5.10 \ --hash=sha256:018335d34283aa3fd8c263bae5c3c2b661ebc45548fde31504016fcae7bf1103 \ --hash=sha256:e37147123c0542d67bc37ba5cdd67e12ea6fbe6e86c52bee037a9eb6a064e5ad # via scikit-image -timm==1.0.26 \ - --hash=sha256:985c330de5ccc3a2aa0224eb7272e6a336084702390bb7e3801f3c91603d3683 \ - --hash=sha256:f66f082f2f381cf68431c22714c8b70f723837fa2a185b155961eab90f2d5b10 +timm==1.0.27 \ + --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \ + --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89 # via feast (pyproject.toml) tinycss2==1.4.0 \ --hash=sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7 \ @@ -5670,6 +6144,7 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via + # alembic # build # coverage # fastapi-mcp @@ -5679,9 +6154,9 @@ tomli==2.4.1 \ # pytest # pytest-env # singlestoredb -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -5691,35 +6166,35 @@ toolz==1.1.0 \ # dask # ibis-framework # partd -torch==2.11.0 \ - --hash=sha256:01018087326984a33b64e04c8cb5c2795f9120e0d775ada1f6638840227b04d7 \ - --hash=sha256:0f68f4ac6d95d12e896c3b7a912b5871619542ec54d3649cf48cc1edd4dd2756 \ - --hash=sha256:1b32ceda909818a03b112006709b02be1877240c31750a8d9c6b7bf5f2d8a6e5 \ - --hash=sha256:1e6debd97ccd3205bbb37eb806a9d8219e1139d15419982c09e23ef7d4369d18 \ - --hash=sha256:2658f34ce7e2dabf4ec73b45e2ca68aedad7a5be87ea756ad656eaf32bf1e1ea \ - --hash=sha256:2b4e811728bd0cc58fb2b0948fe939a1ee2bf1422f6025be2fca4c7bd9d79718 \ - --hash=sha256:2bb3cc54bd0dea126b0060bb1ec9de0f9c7f7342d93d436646516b0330cd5be7 \ - --hash=sha256:2c0d7fcfbc0c4e8bb5ebc3907cbc0c6a0da1b8f82b1fc6e14e914fa0b9baf74e \ - --hash=sha256:4b5866312ee6e52ea625cd211dcb97d6a2cdc1131a5f15cc0d87eec948f6dd34 \ - --hash=sha256:4cf8687f4aec3900f748d553483ef40e0ac38411c3c48d0a86a438f6d7a99b18 \ - --hash=sha256:4dc8b3809469b6c30b411bb8c4cad3828efd26236153d9beb6a3ec500f211a60 \ - --hash=sha256:4dda3b3f52d121063a731ddb835f010dc137b920d7fec2778e52f60d8e4bf0cd \ - --hash=sha256:563ed3d25542d7e7bbc5b235ccfacfeb97fb470c7fee257eae599adb8005c8a2 \ - --hash=sha256:63a68fa59de8f87acc7e85a5478bb2dddbb3392b7593ec3e78827c793c4b73fd \ - --hash=sha256:73e24aaf8f36ab90d95cd1761208b2eb70841c2a9ca1a3f9061b39fc5331b708 \ - --hash=sha256:7aa2f9bbc6d4595ba72138026b2074be1233186150e9292865e04b7a63b8c67a \ - --hash=sha256:7b6a60d48062809f58595509c524b88e6ddec3ebe25833d6462eeab81e5f2ce4 \ - --hash=sha256:8245477871c3700d4370352ffec94b103cfcb737229445cf9946cddb7b2ca7cd \ - --hash=sha256:8b394322f49af4362d4f80e424bcaca7efcd049619af03a4cf4501520bdf0fb4 \ - --hash=sha256:98bb213c3084cfe176302949bdc360074b18a9da7ab59ef2edc9d9f742504778 \ - --hash=sha256:a97b94bbf62992949b4730c6cd2cc9aee7b335921ee8dc207d930f2ed09ae2db \ - --hash=sha256:ab9a8482f475f9ba20e12db84b0e55e2f58784bdca43a854a6ccd3fd4b9f75e6 \ - --hash=sha256:b2a43985ff5ef6ddd923bbcf99943e5f58059805787c5c9a2622bf05ca2965b0 \ - --hash=sha256:b3c712ae6fb8e7a949051a953fc412fe0a6940337336c3b6f905e905dac5157f \ - --hash=sha256:cc89b9b173d9adfab59fd227f0ab5e5516d9a52b658ae41d64e59d2e55a418db \ - --hash=sha256:d91aac77f24082809d2c5a93f52a5f085032740a1ebc9252a7b052ef5a4fddc6 \ - --hash=sha256:f99924682ef0aa6a4ab3b1b76f40dc6e273fca09f367d15a524266db100a723f \ - --hash=sha256:fbf39280699d1b869f55eac536deceaa1b60bd6788ba74f399cc67e60a5fab10 +torch==2.12.0 \ + --hash=sha256:10802fd383bbfed646212e765a72c37d2185205d4f26eb197a254e8ac7ddcb25 \ + --hash=sha256:10ee1448a9f304d3b987eb4656f664ba6e4d7b410ca7a5a7c642199777a2cf88 \ + --hash=sha256:1834bd984f8a2f4f16bdfbeecca9146184b220aa46276bf5756735b5dae12812 \ + --hash=sha256:2140e373e9a51a3e22ef62e8d14366d0b470d18f0adf19fdc757368077133a34 \ + --hash=sha256:3fee918902090ade827643e758e98363278815de583c75d111fdd665ebffde9f \ + --hash=sha256:415c1b8d0412f67551c8e89a2daca0fb3e56694af0281ba155eaa9da481f58b4 \ + --hash=sha256:4b4f64c2c2b11f7510d93dd6412b87025ff6eddd6bb61c3b5a3d892ea20c4756 \ + --hash=sha256:5d6b560dfa7d56291c07d615c3bb73e8d9943d9b6d87f76cd0d9d570c4797fa6 \ + --hash=sha256:5f96b63f8287f66a005dd1b5a6abba2920f11156c5e5c4d815f3e2050fd1aa16 \ + --hash=sha256:6a7512adfdd7f6732e40de1c620831e3c75b39b98cef60b11d0c5f0a76473ec5 \ + --hash=sha256:864392c73b7654f4d2b3ae712f607937d0dbb1101c4555fbb41848106b297f39 \ + --hash=sha256:891c769072637c74e9a5a77a3bc782894696d8ffec83b938df8536dee7f0ba78 \ + --hash=sha256:8b958caff4a14d3a3b0b2dfc6a378f64dda9728a9dad28c08a0db9ce4dafb549 \ + --hash=sha256:8fbef9f108a863e7722a73740998967e3b074742a834fc5be3a535a2befa7057 \ + --hash=sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b \ + --hash=sha256:a43ac605a5e13116c72b64c359644cce0229f213dde48d2ae0ae5eb5becf7feb \ + --hash=sha256:a6a2eebb237d3b1d9ad3b378e86d9b9e0782afdea8b1e0eba6a13646b9b49c07 \ + --hash=sha256:af68dbf403439cae9ceaeaaf92f8352b460787dcd27b92aa05c40dd4a19c0f1e \ + --hash=sha256:b41339df93d491435e790ff8bcbae1c0ce777175889bfd1281d119862793e6a2 \ + --hash=sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02 \ + --hash=sha256:c12592630aef72feaf18bd3f197ef587bbfa21131b31c38b23ab2e55fce92e36 \ + --hash=sha256:c66696857e987efb8bc1777a37357ec4f60ab5e8af6250b83d6034437fa2d8f3 \ + --hash=sha256:cf9839790285dd472e7a16aafcb4a4e6bf58ec1b494045044b0eefb0eb4bd1f2 \ + --hash=sha256:d47e7dee68ac4cd7a068b26bcd6b989935427709fae1c8f7bd0019978f829e15 \ + --hash=sha256:d4d029801cb7b6df858804a2a21b00cc2aa0bf0ee5d2ab18d343c9e9e5681f35 \ + --hash=sha256:dd37188ea325042cb1f6cafa56822b11ada2520c04791a52629b0af25bdfbfd9 \ + --hash=sha256:e2ad3eb85d39c3cab62dfa93ed5a73516e6a53c6713cb97d004004fe089f0f1f \ + --hash=sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e # via # feast (pyproject.toml) # accelerate @@ -5729,35 +6204,35 @@ torch==2.11.0 \ # sentence-transformers # timm # torchvision -torchvision==0.26.0 \ - --hash=sha256:0f3e572efe62ad645017ea847e0b5e4f2f638d4e39f05bc011d1eb9ac68d4806 \ - --hash=sha256:114bec0c0e98aa4ba446f63e2fe7a2cbca37b39ac933987ee4804f65de121800 \ - --hash=sha256:1c55dc8affbcc0eb2060fbabbe996ae9e5839b24bb6419777f17848945a411b1 \ - --hash=sha256:2adfbe438473236191ff077a4a9a0c767436879c89628aa97137e959b0c11a94 \ - --hash=sha256:358fc4726d0c08615b6d83b3149854f11efb2a564ed1acb6fce882e151412d23 \ - --hash=sha256:3daf9cc149cf3cdcbd4df9c59dae69ffca86c6823250442c3bbfd63fc2e26c61 \ - --hash=sha256:406557718e62fdf10f5706e88d8a5ec000f872da913bf629aab9297622585547 \ - --hash=sha256:4280c35ec8cba1fcc8294fb87e136924708726864c379e4c54494797d86bc474 \ - --hash=sha256:55bd6ad4ae77be01ba67a410b05b51f53b0d0ee45f146eb6a0dfb9007e70ab3c \ - --hash=sha256:5d63dd43162691258b1b3529b9041bac7d54caa37eae0925f997108268cbf7c4 \ - --hash=sha256:7058c5878262937e876f20c25867b33724586aa4499e2853b2d52b99a5e51953 \ - --hash=sha256:7993c01648e7c61d191b018e84d38fe0825c8fcb2720cd0f37caf7ba14404aa1 \ - --hash=sha256:8008474855623c6ba52876589dc52df0aa66e518c25eca841445348e5f79844c \ - --hash=sha256:82c3965eca27e86a316e31e4c3e5a16d353e0bcbe0ef8efa2e66502c54493c4b \ - --hash=sha256:9a904f2131cbfadab4df828088a9f66291ad33f49ff853872aed1f86848ef776 \ - --hash=sha256:a06d4772a8e13e772906ed736cc53ec6639e5e60554f8e5fa6ca165aabebc464 \ - --hash=sha256:a39c7a26538c41fda453f9a9692b5ff9b35a5437db1d94f3027f6f509c160eac \ - --hash=sha256:b6f9ad1ecc0eab52647298b379ee9426845f8903703e6127973f8f3d049a798b \ - --hash=sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da \ - --hash=sha256:b7e6213620bbf97742e5f79832f9e9d769e6cf0f744c5b53dad80b76db633691 \ - --hash=sha256:c409e1c3fdebec7a3834465086dbda8bf7680eff79abf7fd2f10c6b59520a7a4 \ - --hash=sha256:d61a5abb6b42a0c0c311996c2ac4b83a94418a97182c83b055a2a4ae985e05aa \ - --hash=sha256:de6424b12887ad884f39a0ee446994ae3cd3b6a00a9cafe1bead85a031132af0 \ - --hash=sha256:e9d0e022c19a78552fb055d0414d47fecb4a649309b9968573daea160ba6869c \ - --hash=sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3 \ - --hash=sha256:ebc043cc5a4f0bf22e7680806dbba37ffb19e70f6953bbb44ed1a90aeb5c9bea \ - --hash=sha256:f13f12b3791a266de2d599cb8162925261622a037d87fc03132848343cf68f75 \ - --hash=sha256:fd10b5f994c210f4f6d6761cf686f82d748554adf486cb0979770c3252868c8f +torchvision==0.27.0 \ + --hash=sha256:0822b58d2c5d325cd0c7152b744acbd15f898c07572e2cfb70b075a865a4f6f9 \ + --hash=sha256:1a6dd742a150645126df9e0b2e449874c1d635897c773b322c2e067e98382dfe \ + --hash=sha256:1c01f0d1091ae22b9dfc082b0a0fe5faaf053686a29b4fb082ba7691375c73cf \ + --hash=sha256:1c2db4bde82bc48ebff73436a6adf34d4f809448268a70d9a1285f5c8f92313d \ + --hash=sha256:2664d06acd64d328aa7689b0d0c81ee31e240e9977d8768816b4be7c66c03211 \ + --hash=sha256:2c037709072ca9b19750c0cbe9e8bb6f91c9a1be1befa26df33e281deccbd8c7 \ + --hash=sha256:2c4099a15150143b9b034730b404a56d572efe0b79489b4c765d929cb4eac7f3 \ + --hash=sha256:419c98a9275b27660cdce6d09080fd5974d1ec1d4a225f71439ebacb3b0c4e64 \ + --hash=sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7 \ + --hash=sha256:5bb82fc3c55daf1788621e504310b0a286f1069627a8742f692aebb075ef25a7 \ + --hash=sha256:65772ff3ec4f4f5d680e30019835555dd239e7fefee4b0a846375fe1cb1592ef \ + --hash=sha256:70f071c6f74b60d5fe8851636d8d4cd5f4fa29d57fd9348a87a6f17b990b95ba \ + --hash=sha256:72bf547e58ddb948689734eed6f4b6a2031f979dba4fb08e3690688b392e929f \ + --hash=sha256:7a9966a088d06b4cf6c610e03be62de469efa6f2cd2e7c7eed8e925ed6af59ac \ + --hash=sha256:91f61b9865423037c327eb56afa207cc72de874e458c361840db9dcf5ce0c0eb \ + --hash=sha256:9bb9251f64b854124efed95d02953a89f7e2726c3ca662d7ea0151129157297f \ + --hash=sha256:a49e55055a39a8506fe7e59850522cab004efb2c3839f6057658889c1d69c815 \ + --hash=sha256:aaafa6962c9d91f42503de1957d6fa349907d028c06f335bd95da7a5bc57147d \ + --hash=sha256:aee384a2782c89517c4ab9061d2720ba59fd2ffe5ef89d0a149cc2d43abdf521 \ + --hash=sha256:b4aacff70ea4b7377f996f9048989c850d221fef33658ddbcae42aa5bd4ca11a \ + --hash=sha256:b4c6bb0a670dcba017b3643e21902c9b8a1cc1c127d602f1488fa29ec3c6e865 \ + --hash=sha256:c1fac0fc2a7adf29481fc1938a0e7845c57ba1147a986784109c4d98f434ea8c \ + --hash=sha256:c5121f1b9ab09a7f73e837871deb8321551f7eaeb19d87aa00de9191968eae44 \ + --hash=sha256:c9f44e35e6ec01caedacce9e941a5bf21fe424403321efac2507a201273653c5 \ + --hash=sha256:cbf89764fc76f3f17fbf80c12d5a89c691e91cb9d82c38412aaf0568655ffb19 \ + --hash=sha256:dadea3c5ecfd05bbb2a3312ab0374f213c58bf6459cb059122e2f4dfe13d10ed \ + --hash=sha256:df0c166b6bdf7c47f88e81e8b43bc085451d5c50d0c5d1691bc474c1227d6fed \ + --hash=sha256:f44453f107c296d5446a79f7ac59733ad8bf5ddfa04c53805dfbae298a42a798 # via # feast (pyproject.toml) # docling-ibm-models @@ -5796,9 +6271,9 @@ tqdm==4.67.3 \ # semchunk # sentence-transformers # transformers -traitlets==5.14.3 \ - --hash=sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7 \ - --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f +traitlets==5.15.0 \ + --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \ + --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40 # via # ipykernel # ipython @@ -5905,9 +6380,9 @@ trino==0.337.0 \ --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \ --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.12.5 \ --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \ @@ -5916,9 +6391,9 @@ typer==0.12.5 \ # docling # docling-core # fastapi-mcp -types-cffi==2.0.0.20260429 \ - --hash=sha256:6a4237bfdbd50e4d0726929070d8b9983bde541726a5a6fe0e8e24e78c1b3826 \ - --hash=sha256:afe7d9777a2921139623af0b94647637a5bd0b938b77ec125e5e5e068a1727bd +types-cffi==2.0.0.20260518 \ + --hash=sha256:5b68a215a95d0eac4203b58e766ff7fe40c2e091b1fa1a9e54111f04cc560084 \ + --hash=sha256:f9707e66c13454789a58f8843d1ded4a66f1e9c8b10bd24d5eb5e0f25c0c5472 # via types-pyopenssl types-protobuf==3.19.22 \ --hash=sha256:d291388678af91bb045fafa864f142dc4ac22f5d4cdca097c7d8d8a32fa9b3ab \ @@ -5926,25 +6401,25 @@ types-protobuf==3.19.22 \ # via # feast (pyproject.toml) # mypy-protobuf -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) types-pyopenssl==24.1.0.20240722 \ --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \ --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54 # via types-redis -types-python-dateutil==2.9.0.20260408 \ - --hash=sha256:473139d514a71c9d1fbd8bb328974bedcb1cc3dba57aad04ffa4157f483c216f \ - --hash=sha256:8b056ec01568674235f64ecbcef928972a5fac412f5aab09c516dfa2acfbb582 +types-python-dateutil==2.9.0.20260518 \ + --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \ + --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8 # via feast (pyproject.toml) -types-pytz==2026.1.1.20260408 \ - --hash=sha256:89b6a34b9198ea2a4b98a9d15cbca987053f52a105fd44f7ce3789cae4349408 \ - --hash=sha256:c7e4dec76221fb7d0c97b91ad8561d689bebe39b6bcb7b728387e7ffd8cde788 +types-pytz==2026.2.0.20260518 \ + --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \ + --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16 # via feast (pyproject.toml) -types-pyyaml==6.0.12.20260408 \ - --hash=sha256:92a73f2b8d7f39ef392a38131f76b970f8c66e4c42b3125ae872b7c93b556307 \ - --hash=sha256:fbc42037d12159d9c801ebfcc79ebd28335a7c13b08a4cfbc6916df78fee9384 +types-pyyaml==6.0.12.20260518 \ + --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \ + --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466 # via feast (pyproject.toml) types-redis==4.6.0.20241004 \ --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \ @@ -5954,15 +6429,15 @@ types-requests==2.30.0.0 \ --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \ --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31 # via feast (pyproject.toml) -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via # feast (pyproject.toml) # types-cffi -types-tabulate==0.10.0.20260408 \ - --hash=sha256:2b19d193603d38c34645de53c0c1087e2364487d518d4a2f44268db2366723cc \ - --hash=sha256:903d62fdf7e5a0ff659fd5d629df716232f7658c6d30e98f0374488d06ffacf4 +types-tabulate==0.10.0.20260508 \ + --hash=sha256:8e51f159e8b24976849706ae2ed1dc9adba8ebbd080b17e494ebb66a8cc92c74 \ + --hash=sha256:b1e1a2d0456fbd655a71690b09a7aaeffdf2978d32049184ea436492aa51d20a # via feast (pyproject.toml) types-urllib3==1.26.25.14 \ --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \ @@ -5973,6 +6448,7 @@ typing-extensions==4.15.0 \ --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 # via # aiosignal + # alembic # anyio # async-lru # azure-core @@ -5985,6 +6461,7 @@ typing-extensions==4.15.0 \ # elasticsearch # exceptiongroup # fastapi + # graphene # great-expectations # huggingface-hub # ibis-framework @@ -5993,8 +6470,10 @@ typing-extensions==4.15.0 \ # mcp # minio # mistune + # mlflow-skinny # multidict # mypy + # opentelemetry-sdk # oracledb # psycopg # psycopg-pool @@ -6036,93 +6515,91 @@ tzlocal==5.3.1 \ # via # great-expectations # trino -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - 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--hash=sha256:d30ad4359413c8821cc7b3707f7ca38aa8bc852ba3b9c5a759ee2d7740157315 \ - --hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + 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--hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus uri-template==1.3.0 \ --hash=sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7 \ --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363 # via jsonschema -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # feast (pyproject.toml) # botocore @@ -6143,6 +6620,7 @@ uvicorn[standard]==0.34.0 \ # feast (pyproject.toml) # fastapi-mcp # mcp + # mlflow-skinny # uvicorn-worker uvicorn-worker==0.3.0 \ --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \ @@ -6205,121 +6683,121 @@ virtualenv==20.23.0 \ # via # feast 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--hash=sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb \ + --hash=sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07 \ + --hash=sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb \ + --hash=sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4 \ + --hash=sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0 \ + --hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn -wcwidth==0.6.0 \ - --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad \ - --hash=sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159 - # via prompt-toolkit +wcwidth==0.7.0 \ + --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \ + --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0 + # via + # prettytable + # prompt-toolkit webcolors==25.10.0 \ --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d \ --hash=sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf @@ -6402,7 +6880,10 @@ websockets==16.0 \ werkzeug==3.1.8 \ --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \ --hash=sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44 - # via moto + # via + # flask + # flask-cors + # moto wheel==0.47.0 \ --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \ --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3 @@ -6826,9 +7307,9 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata zstandard==0.25.0 \ --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \ diff --git a/sdk/python/requirements/py3.10-minimal-requirements.txt b/sdk/python/requirements/py3.10-minimal-requirements.txt index bc2c15b8eac..82ae24de53a 100644 --- a/sdk/python/requirements/py3.10-minimal-requirements.txt +++ b/sdk/python/requirements/py3.10-minimal-requirements.txt @@ -161,6 +161,41 @@ 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 + # via mypy async-timeout==5.0.1 \ --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \ --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3 @@ -178,9 +213,9 @@ attrs==26.1.0 \ # aiohttp # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -426,9 +461,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -442,56 +477,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -501,9 +536,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -722,9 +757,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -736,9 +771,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -748,17 +783,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -810,15 +845,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -888,6 +923,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -907,9 +943,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1089,9 +1125,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1127,105 +1163,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - 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--hash=sha256:f24b90b0e0c8cc9491fb1693ae91fe17cb7963153a1946395acdbdd5818429a4 \ - --hash=sha256:f29b68cd9714531672db62cc54f6e8ff981900f824d13fa0e00749189e13778e \ - --hash=sha256:f38bc489037eca88d6ebefc9c4d41a4e07c8e8b4de5188a9e6d290273ad7ebb1 \ - --hash=sha256:f3fd278f5e6bf7c75ccd6d12344eb686cc020712683363b66f46ac79d37c799f \ - --hash=sha256:f4003f70c56a5addd6aa0897f200dd59afd3bf7bcd5b3cce46dd21f925743bc2 \ - --hash=sha256:f48c963a76d71b9d7927eb817b543d0dccd52ab6648b99d37bd54f4cd475d856 \ - --hash=sha256:f819e0c6413e259a17a7c0d49f97f405abadd3c2a316a3b46c6440b7dbbedbb1 \ - --hash=sha256:fc5758e2b7a56532dc33e3c544d78cbaa9ecf0a0f2a2da2df882c1d6b99a317f \ - --hash=sha256:fcbdf2a9ca24e87bbebb47f1fe34e531ef06f104f98c9ccfc953a3f3344c567a +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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1318,9 +1354,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1594,51 +1630,51 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ @@ -1807,155 +1843,152 @@ platformdirs==4.9.6 \ --hash=sha256:3bfa75b0ad0db84096ae777218481852c0ebc6c727b3168c1b9e0118e458cf0a \ --hash=sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917 # via snowflake-connector-python -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \ - --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \ - --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \ - --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \ - --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \ - --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \ - --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \ - --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \ - --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \ - --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \ - --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \ - --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \ - --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \ - --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \ - --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \ - --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \ - --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \ - --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \ - --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \ - --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \ - --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \ - --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \ - --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \ - --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \ - --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \ - --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \ - --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \ - --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \ - --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \ - --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \ - --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \ - --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \ - --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \ - --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \ - --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \ - --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \ - 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--hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2001,9 +2034,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2080,140 +2113,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \ - --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \ - --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \ - --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \ - --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \ - --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \ - --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \ - --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \ - --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \ - --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \ - --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \ - --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \ - --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \ - --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \ - --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \ - --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \ - --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \ - --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \ - --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \ - --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \ - --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \ - --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \ - --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \ - 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--hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2242,9 +2275,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python python-dateutil==2.9.0.post0 \ --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ @@ -2263,13 +2296,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2362,9 +2395,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2528,32 +2561,32 @@ six==1.17.0 \ # via # kubernetes # python-dateutil -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2624,13 +2657,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2702,9 +2735,9 @@ tomli==2.4.1 \ # via # fastapi-mcp # mypy -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2719,17 +2752,17 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc # via fastapi-mcp -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -2771,89 +2804,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - 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--hash=sha256:d1831c07bd4dce53c4b666fa846c7eba4b7c414f2e641a4585b7f50b72f502dc \ - --hash=sha256:d22cad98c2a10bbf6aa083a8980db6ed90d4285a841c4de892890c2b28286ef9 \ - --hash=sha256:d30ad4359413c8821cc7b3707f7ca38aa8bc852ba3b9c5a759ee2d7740157315 \ - --hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + 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--hash=sha256:7642a41520ac1b2bc25ea282b66b8da522cc43424442e6fb5e039be4d4f96530 \ + --hash=sha256:77a71fe53427a0cf49d56eafd801d9f7e203b784b7f99cc717783fd6f6f7b732 \ + --hash=sha256:7957b64583793042521f7f7c71c01626b3d32a17528eaab980eb8cdc3d4eec68 \ + --hash=sha256:7bba5ab7965619db7d6f5503133b8e2d8bfce9bb6754224ca64d19261cc52f7c \ + --hash=sha256:7dc5cf44ea42365cd1b66e6ed3fc6ca040c86587b024a6659b98e99d31cff2cd \ + --hash=sha256:7e31afad20cd6837a5ac6965d95b44b0ff06e42a82b01a8d3dc606a07f0b7a2a \ + --hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -2921,116 +2952,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - --hash=sha256:3bc570d6c01c206c46deb6e935a260be44f186a2f05179f52f7fcd2be086a94d \ - --hash=sha256:3dbd8cbadd46984f802f6d479b7e3afa86c42d13e8f0f322d669d79722c8ec34 \ - --hash=sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49 \ - 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--hash=sha256:c2047d0b6cea13b3316bdbafbfa0c4228ae593d995030fda39089d36e64fc03a \ - --hash=sha256:c22c776292a23bfc7237a98f791b9ad3144b02116ff10d820829ce62dff46d0b \ - --hash=sha256:c755367e51db90e75b19454b680903631d41f9e3607fbd941d296a020c2d752d \ - --hash=sha256:c882d69f6903ef6092bedfb7be973d9319940d56b8427ab9187d1ecd73438a70 \ - --hash=sha256:cb467c999c2eff23a6417e58d75e5828716f42ed8289fe6b77a7e5a91036ca70 \ - --hash=sha256:cdab464fee731e0884c35ae3588514a9bcf718d0e2c82169c1c4a85cc19c3c7f \ - --hash=sha256:ce19e06cbda693e9e7686358af9cd6f5d61312ab8b00488bc36f5aabbaf77e24 \ - --hash=sha256:ce70f96a46b894b36eba678f153f052967a0d06d5b5a19b336ab0dbbd029f73e \ - --hash=sha256:cf57a27fb986c6243d2ee78392c503826056ffe0287e8794503b10fb51b881be \ - --hash=sha256:d1715143123baeeaeadec0528bb7441103979a1d5f6fd0e1f915383fea7ea6d5 \ - --hash=sha256:d6ff426a7cb54f310d51bfe83fe9f2bbe40d540c741dc974ebc30e6aa238f52e \ - --hash=sha256:d7e7067c98040d646982daa1f37a33d3544138ea155536c2e0e63e07ff8a7e0f \ - --hash=sha256:db476ab59b6765134de1d4fe96a1a9c96ddf091683599be0f26147ea1b2e4b88 \ - --hash=sha256:dcc5c24523771db3a294c77d94771abcfcb82a0e0ee8efd910c37c59ec1b31bb \ - --hash=sha256:de6da501c883f58ad50db3a32ad397b09ad29865b5f26f64c24d3e3281685849 \ - --hash=sha256:e84087b432b6ac94778de547e08611266f1f8ffad28c0ee4c82e028b0fc5966d \ - --hash=sha256:eef58232d32daf2ac67f42dea51a2c80f0d03379075d44a587051e63cc2e368c \ - --hash=sha256:f096076119da54a6080e8920cbdaac3dbee667eb91dcc5e5b78840b87415bd44 \ - --hash=sha256:f0ab1c1af0cb38e3f598244c17919fb1a84d1629cc08355b0074b6d7f53138ac \ - --hash=sha256:f27db948078f3823a6bb3b465180db8ebecf26dd5dae6f6180bd87383b6b4428 \ - --hash=sha256:f537afb3276d12814082a2e9b242bdcf416c2e8fd9f799a737990a1dbe906e5b \ - --hash=sha256:f57b396167a2565a4e8b5e56a5a1c537571733992b226f4f1197d79e94cf0ae5 \ - --hash=sha256:f8979280bdafff686ba5e4d8f97840f929a87ed9cdf133cbbd42f7766774d2aa \ - --hash=sha256:f9a2ae5c91cecc9edd47e041a930490c31c3afb1f5e6d71de3dc671bfaca02bf 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--hash=sha256:2d95ddc1eb6914154253d239089900813f6a767e174b8e6a50e7fdacb7e4236c \ + --hash=sha256:3416ff151bb6b5a8d8d11664974fbef4d9305b9b2957839ab5a270468fd8df30 \ + --hash=sha256:3651aa7058595e9cfb75d35dd5ada2bf9f48a5b8a0f3562821d3e210c507e077 \ + --hash=sha256:37a6721cdf3f65dbb13aa9503510ccb4451603ac837e44d265d7992a597e1374 \ + --hash=sha256:41bc1199f7523b3f82843c88cbb979180c949caef0342cf90968f178e5d49b01 \ + --hash=sha256:43d818978d06062d9b22c4fab2ebe44cf5213d42dc8e62bda8c2760cfa2eeb33 \ + --hash=sha256:4429f3b105524a10b72c3a819b091c495d2811d419c1e1e8df773a5a5974f831 \ + --hash=sha256:4543579a9bdb0c9560039b4ffddbdb39545707659fbc430ce4c10f3f68d557f9 \ + --hash=sha256:4674d49eb94706dfe666c069fc0a1b646ffcf920473492e209f6d5f60d3f0cc2 \ + --hash=sha256:4c887eba18b7945ac73067a8b4a66f21cd46c2539b2bc68588f7be6c7eb6d26b \ + --hash=sha256:4e4ff8e37f99cf1da89e255e07c9c4b37c214038c4283707bdec308cb1b0ea1f \ + --hash=sha256:4f34e26a19f91f710c08e0183429f0d1d15df734e6bc78c31e77b9ea9c433658 \ + --hash=sha256:5327989a465505f05cfe06f04fa9d0c2fd5432bb243e10e6f012b1bdca3c8579 \ + --hash=sha256:53b2290c92e0506d102cd448fbc610d87079553f86caa39d67440856a8b8bba5 \ + --hash=sha256:56d8641cf834c2836922899105bd3ce3d0dfc69291d52edf0b4d0436829b34c0 \ + --hash=sha256:57a2d9fa4fb4c2ecae57b13dfff2c7ab53e21a2ba674fe9f05506680fcdcc0d7 \ + --hash=sha256:63ac26eefbf4af1741247d6fb68b11c49a25b2f7413fbd318a83a12aaa9cf666 \ + --hash=sha256:6543cf55d170003296d185c0af981f3e1311564907e1f4e08671fc7693a890a5 \ + --hash=sha256:704fd259e332e01f9b9c178f4bce9e49027e5587cc2600eeeaf8e76e1c846201 \ + --hash=sha256:71283b39fd17e5408eb123bd37aeecfd9d54c81fc184421943208aadb879d103 \ + --hash=sha256:71cd71740ed2c15211ebb237ced4e39a1cdf6f80566e5fe95428da1626f4fde6 \ + --hash=sha256:7571e4464cb6e434958f867f7f730b8ab0b75e3f8e5eac0499168486ab3c33a8 \ + --hash=sha256:772b80df316480d894a0e3165fdd19cf77f5d17f9a787f94029465ad0e3529d1 \ + --hash=sha256:77a0feab9af4c021c581f695258c642b3d10c5fd4c676e33a0d8606425d82631 \ + --hash=sha256:7a2cffd17d27d2ecbb310c2b1d8174f222a5495b1a721894afa88ec11e25b898 \ + --hash=sha256:7a7ce236284f002a156f70add88efe5c70879cccbb658be0822c54b1306fc09d \ + --hash=sha256:7ba0480b9a74af058f43b337e937a451e109295c420916d68ad24e3dc02f5e44 \ + --hash=sha256:8520a4ab0e37f770afc34459c4f8f7019e153f9124dc101c15538365875d1ab2 \ + --hash=sha256:86bc13c25a8d1fcd70b51d0ce7c9b65e90de5666fcbfd3e34957cc73ee19aeb5 \ + --hash=sha256:89d8c2394a065ca86f5d2910ff263ae67c127e1376ccc4f9fc35c71db879f80a \ + --hash=sha256:8c520725602756229f045b032a1ff33d7ef0f7404189d62f6c2438cb6d8ef6a1 \ + --hash=sha256:8f200104103feb097de4cab8fe4f5dd18a2026934c7dea98c55a2f5fd6d5a33b \ + --hash=sha256:8f70d8b291ef6e88d19b1f297a6905ddb978888d9272b0d05e6f53309856bcfc \ + --hash=sha256:8fa585ede612ee9f9e91b18bebf9ba11b9ae29a4e3a0d0cf6fca3e382133f0d5 \ + --hash=sha256:922c0e019fe68b3ae392965a766b02a71ba1168c932cebc3733cd52c5fe5b377 \ + --hash=sha256:9342472aff9b093c5acd4f6d8f70ae0937964ab56542502bcf5579782da69ae8 \ + --hash=sha256:9649193aa27bd9ff2e80ff29bfaa93085496c7a3a377592823cc58b77ee88add \ + --hash=sha256:9f04b092229ad2c50126dd3c922c8822e51e605993764a33058d4a791ab42281 \ + --hash=sha256:a0f27f01bee51861392bb6b7c4fdb290b27d1eb194e9e28788d68102a0e898d9 \ + --hash=sha256:a16ffe19bf5cf9f5edaa1ad1dd830c5a816e8feec430c522302ab55483a4b994 \ + --hash=sha256:a204794696ffb8f9b10fba6f7cb5216d42f3b2b71860ccac6b6e42f5f10973b0 \ + --hash=sha256:a711b51aec4370d0dcda5b6c09463206f133a5759341d7744b953a7b62e1100e \ + --hash=sha256:a88fc94e647bc4eec523f1caa540258eb71d14278b9daf72fa1e2658a98df0f0 \ + --hash=sha256:ae99b14c5f21e026e0e9d96f40e07d8570ebee6cafd9d8fc318354606daa7a28 \ + --hash=sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7 \ + --hash=sha256:b141a4891c995a039cd89e9a49e62df1dc8a559a5d1a6e4c7106d16c12777a55 \ + --hash=sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb \ + --hash=sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07 \ + --hash=sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb \ + --hash=sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4 \ + --hash=sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0 \ + --hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ @@ -3312,7 +3341,7 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata 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 c3116ec9f68..739df33ddc0 100644 --- a/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt +++ b/sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt @@ -4,6 +4,41 @@ # # 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 + # via mypy calver==2025.3.31 \ --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \ --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7 @@ -265,9 +300,9 @@ gitdb==4.0.12 \ --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf # via gitpython -gitpython==3.1.49 \ - --hash=sha256:024b0422d7f84d15cd794844e029ffebd4c5d42a7eb9b936b458697ef550a02c \ - --hash=sha256:42f9399c9eb33fc581014bedd76049dfbaf6375aa2a5754575966387280315e1 +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 # via pymilvus hatch-fancy-pypi-readme==25.1.0 \ --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \ @@ -402,97 +437,97 @@ libcst==1.8.6 \ --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \ --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4 # via pyarrow -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - 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--hash=sha256:f8e3e8056dd674e279741485e2e512d6e9a751c7455809d0114e6ebf8d781085 \ + --hash=sha256:f9743fc99135d5f78d2454435615f6dec0473ca507c26ce9d92b10b562a280d3 \ + --hash=sha256:fa475675db22290c3158e1d42326d0f5a65f04f44a0e68c3630a25b53560fb9c \ + --hash=sha256:ff0fbaf5f44a21beeb0110f2ab64f45135a9536a834b79c0d1ef018f2786bbfa # via mypy markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -585,22 +620,23 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -maturin==1.13.1 \ - --hash=sha256:001741c6cff56aa8ea59a0d78ae990c0550d0e3e82b00b683eedb4158a8ef7e6 \ - --hash=sha256:01c845825c917c07c1d0b2c9032c59c16a7d383d1e649a46481d3e5693c2750f \ - --hash=sha256:2839024dcd65776abb4759e5bca29941971e095574162a4d335191da4be9ff24 \ - --hash=sha256:3da18cccf2f683c0977bff9146a0908d6ffce836d600665736ac01679f588cb9 \ - --hash=sha256:416e4e01cb88b798e606ee43929df897e42c1647b722ef68283816cca99a8742 \ - --hash=sha256:6b1e5916a253243e8f5f9e847b62bbc98420eec48c9ce2e2e8724c6da89d359b \ - --hash=sha256:72888e87819ce546d0d2df900e4b385e4ef299077d92ee37b48923a5602dae94 \ - --hash=sha256:98b5fcf1a186c217830a8295ecc2989c6b1cf50945417adfc15252107b9475b7 \ - --hash=sha256:9a87ff3b8e4d1c6eac33ebfe8e261e8236516d98d45c0323550621819b5a1a2f \ - --hash=sha256:a2017d2281203d0c6570240e7d746564d766d756105823b7de68bda6ae722711 \ - --hash=sha256:c1490584f3c70af45466ee99065b49e6657ebdccac6b10571bb44681309c9396 \ - --hash=sha256:c6a720b252c99de072922dbe4432ab19662b6f80045b0355fec23bdfccb450da \ - --hash=sha256:dc91031e0619c1e28730279ef9ee5f106c9b9ec806b013f888676b242f892eb7 \ - --hash=sha256:f69093ed4a0e6464e52a7fc26d714f859ce15630ec8070743398c6bf41f38a9e +maturin==1.13.3 \ + --hash=sha256:0ef257e692cc756c87af5bea95ddfe7d3ac49d3376a7a87f728d63f06e7b6f8b \ + --hash=sha256:1cc0a110b224ca90406b668a3e3c1f5a515062e59e26292f6dbaf5fd4909c6f3 \ + --hash=sha256:2389fe92d017cea9d94e521fa0175314a4c52f79a1057b901fbc9f8686ef7d0b \ + --hash=sha256:3cc13929ca82aefa4adbf0f2c35419369796213c6fb0eb24e914945f50ef5d8c \ + --hash=sha256:3db93337ed97e60ffc878aa8b493cd7ae44d3a5e1a37256db3a4491f57565018 \ + --hash=sha256:4667ef609ab446c1b5e0bfe4f9fb99699ab6d8548433f8d1a684256e0b67217f \ + --hash=sha256:49fd6ab08da28098ccf37afca24cdba72376ba9c1eedf9dd25ff82ed771961ff \ + --hash=sha256:4cd478e6e4c56251e48ed079b8efd55b30bc5c09cf695a1bdafaeb582ee735a0 \ + --hash=sha256:53b08bd075649ce96513ad9abf241a43cb685ed6e9e7790f8dbc2d66e95d8323 \ + --hash=sha256:771e1e9e71a278e56db01552e0d1acfd1464259f9575b6e72842f893cd299079 \ + --hash=sha256:a2675e25f313034ae6f57388cf14818f87d8961c4a96795287f3e155f59beb11 \ + --hash=sha256:b6741d7bf4af97da937528fd1e523c6ab54f53d9a21870fa735d6e67fd88e273 \ + --hash=sha256:c00ea6428dea17bf616fe93770837634454b28c2de1a876e42ef8036c616079a \ + --hash=sha256:def4a435ea9d2ee93b18ba579dc8c9cf898889a66f312cd379b5e374ec3e3ad6 # via + # ast-serialize # cryptography # pydantic-core # rpds-py @@ -713,9 +749,9 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -poetry-core==2.3.2 \ - --hash=sha256:20cb71be27b774628da9f384effd9183dfceb53bcef84063248a8672aa47031f \ - --hash=sha256:23df641b64f87fbb4ce1873c1915a4d4bb1b7d808c596e4307edc073e68d7234 +poetry-core==2.4.0 \ + --hash=sha256:4305848477da00272bebd3f615bbec87f64bd117cdb858ab660b626a06a9d96c \ + --hash=sha256:4e8c7496cf797998ffc493f2e23eba4b038c894c08eadacdcdf688945de6b43a # via # aiohappyeyeballs # dunamai @@ -826,9 +862,9 @@ semantic-version==2.10.0 \ --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \ --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177 # via setuptools-rust -setuptools-git-versioning==3.0.1 \ - --hash=sha256:737c4d17e848edd46e28764a19dc424d8537fcb2257022e5f4f5c0c8e9b64c80 \ - --hash=sha256:c8a599bacf163b5d215552b5701faf5480ffc4d65426a5711a010b802e1590eb +setuptools-git-versioning==3.1.0 \ + --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \ + --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172 # via toolz setuptools-rust==1.12.1 \ --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \ @@ -859,25 +895,16 @@ setuptools-scm==10.0.5 \ # tqdm # typeguard # ujson + # urllib3 # zipp setuptools-scm==7.1.0 \ --hash=sha256:6c508345a771aad7d56ebff0e70628bf2b0ec7573762be9960214730de278f27 \ --hash=sha256:73988b6d848709e2af142aa48c986ea29592bbcfca5375678064708205253d8e # via python-dateutil -setuptools-scm==9.2.2 \ - --hash=sha256:1c674ab4665686a0887d7e24c03ab25f24201c213e82ea689d2f3e169ef7ef57 \ - --hash=sha256:30e8f84d2ab1ba7cb0e653429b179395d0c33775d54807fc5f1dd6671801aef7 - # via - # hatch-vcs - # urllib3 smmap==5.0.3 \ --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \ --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f # via gitdb -tomli==2.0.2 \ - --hash=sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38 \ - --hash=sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed - # via setuptools-scm tomli==2.4.1 \ --hash=sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853 \ --hash=sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe \ @@ -943,21 +970,21 @@ tomli==2.4.1 \ # vcs-versioning # versioneer # yarl -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via uv-dynamic-versioning -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via mypy -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via mypy typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1045,7 +1072,6 @@ setuptools==80.10.2 \ # pathspec # pluggy # prometheus-client - # propcache # proto-plus # psutil # psycopg @@ -1091,6 +1117,7 @@ setuptools==82.0.1 \ --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \ --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb # via + # propcache # python-dateutil # types-pymysql # types-setuptools diff --git a/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt index 7248630c0c1..ac0e59b5df0 100644 --- a/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt +++ b/sdk/python/requirements/py3.10-minimal-sdist-requirements.txt @@ -165,6 +165,41 @@ 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 + # via mypy async-timeout==5.0.1 \ --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \ --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3 @@ -186,9 +221,9 @@ babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35 # via sphinx -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -438,9 +473,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -454,56 +489,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -579,9 +614,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -810,9 +845,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -824,9 +859,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -836,17 +871,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -898,15 +933,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -1037,6 +1072,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1056,9 +1092,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1253,9 +1289,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1297,105 +1333,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1488,9 +1524,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1766,51 +1802,51 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ @@ -2003,155 +2039,152 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \ - --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \ - --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \ - --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \ - --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \ - --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \ - --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \ - --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \ - --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \ - --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \ - --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \ - --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \ - --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \ - --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \ - --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \ - --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \ - --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \ - --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \ - --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \ - --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \ - --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \ - --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \ - --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \ - --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \ - 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--hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \ - --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \ - --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \ - --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \ - --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \ - --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \ - --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \ - --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \ - --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \ - --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \ - --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \ - --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \ - --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \ - --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \ - --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \ - --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \ - --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \ - --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \ - --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \ - --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \ - --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \ - --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \ - --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \ - --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \ - --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \ - --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \ - --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \ - --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \ - --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \ - --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \ - --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \ - --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \ - --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \ - --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \ - --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \ - --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \ - --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \ - --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \ - --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \ - --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781 +propcache==0.5.2 \ + --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \ + --hash=sha256:04dc2390d9edbbaef7461f33322555976ffddf0b650a038649d026358714e6c5 \ + --hash=sha256:06187263ddad280d05b4d8a8b3bb7d164cbebd469236544a42e6d9b28ac6a4fa \ + --hash=sha256:0958834041a0166d343b8d2cedcd8bcbaeb4fdbe0cf08320c5379f143c3be6e7 \ + --hash=sha256:099aaf4b4d1a02265b92a977edf00b5c4f63b3b17ac6de39b0d637c9cac0188a \ + --hash=sha256:0d2c9bf8528f135dbb805ce027567e09164f7efa51a2be07458a2c0420f292d0 \ + --hash=sha256:0fd59b5af35f74da48d905dcbad55449ba13be91823cb05a9bd590bbf5b61660 \ + 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--hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \ + --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \ + --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \ + --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \ + --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \ + --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \ + --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \ + --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \ + --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \ + --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \ + --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \ + --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \ + --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \ + --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \ + --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \ + --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \ + --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \ + --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \ + --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \ + --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \ + --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \ + --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \ + --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \ + --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \ + --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \ + --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \ + --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \ + --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \ + --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \ + --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \ + --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \ + --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \ + --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \ + --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \ + --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \ + --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \ + --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2197,9 +2230,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2280,140 +2313,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - 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--hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \ + --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \ + --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \ + --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \ + --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \ + --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \ + --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \ + --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \ + --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \ + --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \ + --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \ + --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \ + --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \ + --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \ + --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \ + --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \ + --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \ + --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \ + --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \ + --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \ + --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \ + --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \ + --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \ + --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \ + --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \ + --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \ + --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \ + --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \ + --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \ + --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \ + --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \ + --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \ + --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2443,9 +2476,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyproject-metadata==0.11.0 \ --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \ @@ -2468,13 +2501,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2567,9 +2600,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2747,32 +2780,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2871,13 +2904,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2956,9 +2989,9 @@ tomli==2.4.1 \ # setuptools-scm # sphinx # vcs-versioning -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2973,13 +3006,13 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ @@ -2989,9 +3022,9 @@ types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via feast (pyproject.toml) -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -3036,89 +3069,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - --hash=sha256:56ba3f7abbd6b0bb282a544dc38406d1a188d8bb9164f49fdb9c2fee62cb29da \ - --hash=sha256:57930ac9519099b852e190d2c04b1fb5d97ea128db33bce77ed874eccb4c7f09 \ - --hash=sha256:58a11cb49482f1a095a2bd9a1d81dd7c8fb5d2357f959ece85db4e46a825fd00 \ - --hash=sha256:64df53eef4ac857eb5816a56e2885ccf0d7dff6333c94065c93b39c51063e01d \ - --hash=sha256:6879aed770557f0961b252648d36f6fdaab41079d37a2296b5649fd1b35608e0 \ - --hash=sha256:6ad57654570464eb1b040b5c353dee442608e06cff9102b8fcb105565a44c9ed \ - --hash=sha256:6c0aed6a4439994c9666fb8a5b6c4eac94d4ef6ddc95f9b806a599ef83547e3b \ - --hash=sha256:76bf3e7406cf23a3e1ca6a23fb1fb9ea82f4f6bd226fe226e09146b0194f85dc \ - --hash=sha256:7bbf05c38debc90d1a195b11340cc85cb43ab3e753dc47558a3a84a38cbc72da \ - --hash=sha256:7ddb08b3c2f9213df1f2e3eb2fbea4963d80ec0f8de21f0b59898e34f3b3d96d \ - --hash=sha256:7e07f6f644d2c44d53b7a320a084eef98063651912c1b9449b5f45fcbdc6ccd2 \ - --hash=sha256:85833bca01aa5cae326ac759276dc175c5fa3f7b3733b7d543cf27f2df12d1ef \ - --hash=sha256:8712b61eb1b74a4478cfd1c54f576056199e9f093659334aeb5c4a6b385338e5 \ - --hash=sha256:871c0e5102e47995b0e37e8df7819a894a6c3da0d097545cd1f9f1f7d7079927 \ - --hash=sha256:89e302abd3749f6d6699691747969a5d85f7c73081d5ed7e2624c7bd9721a2ab \ - --hash=sha256:937794042342006f707837f38d721426b11b0774d327a2a45c0bd389eb750a87 \ - --hash=sha256:93bc91fdadcf046da37a214eaa714574e7e9b1913568e93bb09527b2ceb7f759 \ - --hash=sha256:94c5f1621cbcab83c03be46441f090b68b9f307b6c7ec44d4e3f6d5997383df4 \ - --hash=sha256:973b7d7145b1ac553a7466a64afa8b31ec2693d7c7fff6a755059e0a2885dfd2 \ - --hash=sha256:99cc80facad240b0c2fb5a633044420878aac87a8e7c348b9486450cba93f27c \ - --hash=sha256:9a5fcbe7b949f2e95c47ea8a80b410fcdf2da61c98553b45a4ee875580418b68 \ - --hash=sha256:9b3b86ec3e818f3dd3e13a9de628e88a9990f4af68ecb0b12dd3de81227f0a26 \ - --hash=sha256:9b3cf13facf6f77c283af0e1713e5e8c47a0fe295af81326cb3cb4380212e797 \ - --hash=sha256:9c5a52987a990eb1bae55f9000994f1afdb0326c154fb089992f839ab3c30688 \ - --hash=sha256:a2d79c6635ccffcbfc1d5c045874ba36b594589be81d50d43472570bb8de9c57 \ - --hash=sha256:a6ec5bf6bc361f2f0f9644907a36ce527715b488988a8df534120e5c34eeda94 \ - --hash=sha256:a7bf9cc97f05048ac8f3e02cd58f0fe62b901453c24345bfde287f4305dcc31c \ - --hash=sha256:ab9056d94e5db513d9313b34394f3a3b83e6301a581c28ad67773434f3faccab \ - 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--hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + --hash=sha256:10f44bd08ae52ee23ca6e8b472692e5da1768af2d53ff1bad6f40b532e0bc7ee \ + --hash=sha256:12e99e49c62322ed0394c914aff15403ba7ede0b74f05a0faa4ec12c7d17a139 \ + --hash=sha256:191d2077fd53441599a2efd3dcc205b9cc5f3a4d685a76e9f73f4b6c19aee0c9 \ + --hash=sha256:19ea07e29a45d199f926aadf93a9974128438c01b83141fba32477c0ee604b33 \ + --hash=sha256:1a09636220f26c66f80c6c6283023cb53120e843825f890be92696cd1aa43f39 \ + --hash=sha256:1c335caea51c31494e514b82d50763b9792d3960d2c7d9fdb6b6fb8ed50ebdd0 \ + --hash=sha256:251ba8229e19b4b0b3efb5e7e3ddfa67c5c466aa492707bc3f6568bf714604dc \ + --hash=sha256:26dcb43869057373048cbd2678293c5b0f962d5774cc76fc9488564a209bcbf2 \ + --hash=sha256:289f13095764d03734adfa10107da9b530ceb64dc1b02a5f507588d978d5b7df \ + --hash=sha256:29d1d64ed2c3c17666f4f0e15462800f3477255dc53667ad5d099277866c5666 \ + --hash=sha256:2cfbd6b0c677d5d053964b8f98d8bb1af10c591c8c24454bcd40006ac8ba18db \ + --hash=sha256:3a6efff7dc6515416366819de4a1bc449b77107c5b48508b101fd40f7f8bec08 \ + --hash=sha256:3e30fa6bc7156ed709e13f8b52e917db08fbfd611ba61346b62630974ec0ba8e \ + --hash=sha256:427893168d074e59214b0ee058337c57f5bb80175cdd5b4799a9c931aae22022 \ + --hash=sha256:45022aae09ac3d45bda6fbfc631088d1aff9a0465542d40bd6d295ced378c430 \ + --hash=sha256:46315b82505c99101dcab3bd979f15fecfde85c02df7efbb4e428fa357665290 \ + --hash=sha256:485f0182a0c0b54c304061cdc826d8343ce595c4055f7a24e72772a8520e5f7b \ + --hash=sha256:49dd9c378e1c8e676785ff2b62cb490074229f15ab54abf45b623713cb2c36b5 \ + --hash=sha256:4e12ca368b397aed7fa1eec534ea1ba8d94977b376f9df3e93ae1acfd004ec40 \ + --hash=sha256:4ea0c490c702c20495e97345acfcf0c2f3153e658ef537ff111929c48b89e10a \ + --hash=sha256:4f39ba3b65cc637b59731532f7e7c807786bff1d0332ab2d5b96a04d2584d78f \ + --hash=sha256:50d07e79ec70d32b4fbe18ab706ed0b172be08710d5901b9d067d7951bfaa164 \ + --hash=sha256:558673c6c3a2309775683ca96d5f1e4cd99889f71b1ba5cb6be8aa37ae67f9e0 \ + --hash=sha256:5b7e96406c301a1366534479a7352ec40ec68bb327c0c119091635acd5925e35 \ + --hash=sha256:5dc91fa06ea35920b704fd9d70871897680145998071cfbf5ee3e19f2c9fc242 \ + --hash=sha256:66005b49c753a1b9f2f8853919dc58e1e6bd66846ea341a33afa76c6d7602485 \ + --hash=sha256:696224d4cfb8883fa5c0285dff31e5ce924704dd9ccd38e9ea8b5bf4a42b12fc \ + --hash=sha256:6cc6ea753b7303fa5629fa9ac9257ea4b001c4d72583b2bb36ff1855a07db49f \ + --hash=sha256:6d8827904358d7da59ccf2e1fd8de59e78248036d17fecc0462e62c6721f1102 \ + --hash=sha256:6f19e9a407a24230df0cc1ec1c0f5999872ba526b14a780f80ad6479f5eed9bc \ + --hash=sha256:71bdb5d10c6d7e710cfa78e743d9fb79a37c7c66fa916cd287bffbaa520f5abe \ + --hash=sha256:727e983ef27892d86ee2d28fd517eeb02b2c1165aafcbe929dce988aeee81bfe \ + --hash=sha256:757f2026bef09d231d63a2250a2c7ad21ea1c9cb1ded6480659d202c4e2ef09e \ + --hash=sha256:758e5c8fbe4e6d483041e03b307b01fb5d2f2dd4452d4d4b927ab902e188939e \ + --hash=sha256:7642a41520ac1b2bc25ea282b66b8da522cc43424442e6fb5e039be4d4f96530 \ + --hash=sha256:77a71fe53427a0cf49d56eafd801d9f7e203b784b7f99cc717783fd6f6f7b732 \ + --hash=sha256:7957b64583793042521f7f7c71c01626b3d32a17528eaab980eb8cdc3d4eec68 \ + --hash=sha256:7bba5ab7965619db7d6f5503133b8e2d8bfce9bb6754224ca64d19261cc52f7c \ + --hash=sha256:7dc5cf44ea42365cd1b66e6ed3fc6ca040c86587b024a6659b98e99d31cff2cd \ + --hash=sha256:7e31afad20cd6837a5ac6965d95b44b0ff06e42a82b01a8d3dc606a07f0b7a2a \ + --hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -3190,116 +3221,114 @@ vcs-versioning==1.1.1 \ --hash=sha256:b541e2ba79fc6aaa3850f8a7f88af43d97c1c80649c01142ee4146eddbc599e4 \ --hash=sha256:fabd75a3cab7dd8ac02fe24a3a9ba936bf258667b5a62ed468c9a1da0f5775bc # via setuptools-scm -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - 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--hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ @@ -3581,9 +3610,9 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata # The following packages were excluded from the output: diff --git a/sdk/python/requirements/py3.10-requirements.txt b/sdk/python/requirements/py3.10-requirements.txt index 84fd434e171..905007c5cd3 100644 --- a/sdk/python/requirements/py3.10-requirements.txt +++ b/sdk/python/requirements/py3.10-requirements.txt @@ -14,15 +14,50 @@ anyio==4.13.0 \ # 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 + # via mypy attrs==26.1.0 \ --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \ --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32 # via # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) certifi==2026.4.22 \ --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \ @@ -159,9 +194,9 @@ charset-normalizer==3.4.7 \ --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \ --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464 # via requests -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -194,9 +229,9 @@ fsspec==2026.4.0 \ --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \ --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4 # via dask -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -249,9 +284,9 @@ httptools==0.7.1 \ --hash=sha256:f65744d7a8bdb4bda5e1fa23e4ba16832860606fcc09d674d56e425e991539ec \ --hash=sha256:f72fdbae2dbc6e68b8239defb48e6a5937b12218e6ffc2c7846cc37befa84362 # via uvicorn -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # requests @@ -271,97 +306,97 @@ jsonschema-specifications==2025.9.1 \ --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \ --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d # via jsonschema -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - --hash=sha256:22a904cbdb678f7cb348c90d543d3c52f581663d687992fee47fd566dcbf5285 \ - --hash=sha256:2b8f5d00b49818f4e2b1667db994488b045835e0ac16fe2f924f3871bd2b8ac5 \ - --hash=sha256:2c3786f0f4490a5cd87f1ed6cefae833ad6b1060d52044ce0434a2e85893afd0 \ - --hash=sha256:2d03fa4fd277a7974c1978c92c374c57f44edeee163d147b477b143446ad1bf6 \ - --hash=sha256:2f8e12706dcb8ff6b3ed57514a19e45c49ad00bcd423e87b2b2e4b5f64578443 \ - --hash=sha256:3be322a15ee5e70b93b7a59cfd074614f22cc8c9ff18bd27f474e79137ea8d3b \ - --hash=sha256:3cc2917258e131ae5f958a4d872e07555b51cb7466a43433218061c74ef33745 \ - --hash=sha256:3f05d145df35dca5056a8bc3838e940efebd893a54b3e19b2dda39ceaa299bcb \ - --hash=sha256:3fe56e80badb66fdcde06bef81bbaa5bfcf6fbd7aefb86222d9e369c38c6b228 \ - --hash=sha256:42ff8a962554c350d4a83cf47d9b7b78b0e6ff7943e87df7cdfc97c07f3c016f \ - --hash=sha256:451daa98463b7695b0a30aa56bf637831ea559e7b8101ac2ef6382e8eb15e29c \ - --hash=sha256:465814ab157986acb9dfa5ccd7df944be5eefc0d08d31ec6e8d88bc71251d845 \ - --hash=sha256:4c4d0440a3a8e31d962340c3e1cc3fc9ee7febd34c8d8f770d06adb947779ea5 \ - --hash=sha256:4e3dda8345307fd7306db0ed0cb109a63a2c85ba780eb9dc2d09b2049a931f9c \ - --hash=sha256:5093043afb226ecfa1400120d1ebd4442b4f99977783e4f4f7248879009b227f \ - --hash=sha256:5112c2fb7c2eefefaeaf5c97fec81343ef44ee86a30dcfaa8223822fba6467b4 \ - --hash=sha256:527b5b820b47a09e09829051452bb0d1dd2122261254e2a6f674d12f1d793d54 \ - --hash=sha256:54d412e47c21b85865676ed0724e37a89e9593c2eee1e7367adf85bfad56ffb1 \ - --hash=sha256:56d65b583cf43b8cf4c8fbe1e1da20fa3076cc32a1149a141507af1062718236 \ - --hash=sha256:5ca8e133d799c948db2ab1afc081c333a825b5540475164726dcbf73537e5c2f \ - --hash=sha256:603138ee838ee1583f1b960b62d5d0007845c5c423feb68e44648b1359014e27 \ - --hash=sha256:63c12efcd160e1d14da11af0c46c0217473e1e0d2ae1acbccc83f561ea4c2a7b \ - --hash=sha256:657f8ba7b9eaaa82759a104137aed2a3ef7bc46ccfd43e0d89b04005b3e0a4cc \ - --hash=sha256:66b58fed90a545328e80d575467244de3741e088c1af928f0b489ebec3ef3858 \ - --hash=sha256:6788207daa0c19955d2b668f3294a368d19f67d9b5f274553fd073c1260cbb9f \ - --hash=sha256:703f4ae36d6240bfe24f542bac784c7e4194ec49c3ba5a994d02891649e2d85b \ - --hash=sha256:7202bdcac47d3a708271c4304a474a8605a4a9a4a709e954bf2d3241140aa938 \ - --hash=sha256:756775d25ec8345b837ab52effee3ad2f3b2dfd6bbee3e3f029c517bd5d8f05a \ - --hash=sha256:78042f6facfd98ecb25e9829c7e37cce23363d9d7c83bc5f72702c5059eb082b \ - --hash=sha256:789fff71757facc0738e8d89e3b84e4f0251c1c975e85e81b152cdaca927cc2d \ - --hash=sha256:7bc30ad339f4e1a01d4917d645e522a0bc0030644d8973f6346397c93ba1503f \ - --hash=sha256:7d429bdd4ac0ab17c8e4a8af0ed2a7440b16eba474909ab357131018fe8c7e71 \ - 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ @@ -567,51 +602,51 @@ mmh3==5.2.1 \ --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \ --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b # via feast (pyproject.toml) -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ @@ -750,9 +785,9 @@ pathspec==1.1.1 \ --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \ --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189 # via mypy -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) protobuf==7.34.1 \ --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ @@ -841,133 +876,133 @@ pyarrow==24.0.0 \ # via # feast (pyproject.toml) # dask -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - 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--hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \ + --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \ + --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \ + --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \ + --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \ + --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \ + --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \ + --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \ + --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \ + --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \ + --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \ + --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \ + --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \ + --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \ + --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \ + --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \ + --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \ + --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \ + --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \ + --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic pygments==2.20.0 \ --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \ @@ -985,9 +1020,9 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via uvicorn -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via pandas pyyaml==6.0.3 \ --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \ @@ -1073,9 +1108,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via feast (pyproject.toml) rpds-py==0.30.0 \ --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \ @@ -1340,9 +1375,9 @@ tqdm==4.67.3 \ --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \ --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1371,9 +1406,9 @@ tzdata==2026.2 \ --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \ --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7 # via pandas -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via requests uvicorn[standard]==0.34.0 \ --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \ @@ -1436,116 +1471,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - 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--hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websockets==16.0 \ --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \ @@ -1610,7 +1643,7 @@ websockets==16.0 \ --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \ --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4 # via uvicorn -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata diff --git a/sdk/python/requirements/py3.11-ci-requirements.txt b/sdk/python/requirements/py3.11-ci-requirements.txt index d6d91e0f371..4f011ae852b 100644 --- a/sdk/python/requirements/py3.11-ci-requirements.txt +++ b/sdk/python/requirements/py3.11-ci-requirements.txt @@ -137,6 +137,7 @@ aiohttp==3.13.5 \ # aiobotocore # aiohttp-cors # fsspec + # mlflow # ray aiohttp-cors==0.8.1 \ --hash=sha256:3180cf304c5c712d626b9162b195b1db7ddf976a2a25172b35bb2448b890a80d \ @@ -154,6 +155,10 @@ alabaster==0.7.16 \ --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \ --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92 # via sphinx +alembic==1.18.4 \ + --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \ + --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc + # via mlflow altair==4.2.2 \ --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \ --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87 @@ -255,9 +260,9 @@ attrs==26.1.0 \ # jsonschema # openlineage-python # referencing -azure-core==1.40.0 \ - --hash=sha256:7f3ea02579b1bb1d34e45043423b650621d11d7c2ea3b05e5554010080b78dfd \ - --hash=sha256:ecf5b6ddf2564471fae9d576147b7e77a4da285958b2d9f4fd6c3af104f3e9d7 +azure-core==1.41.0 \ + --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d \ + --hash=sha256:f46ff5dfcd230f25cf1c19e8a34b8dc08a337b2503e268bb600a16c00db8ad5a # via # azure-identity # azure-storage-blob @@ -265,9 +270,9 @@ azure-identity==1.25.3 \ --hash=sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6 \ --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c # via feast (pyproject.toml) -azure-storage-blob==12.28.0 \ - --hash=sha256:00fb1db28bf6a7b7ecaa48e3b1d5c83bfadacc5a678b77826081304bd87d6461 \ - --hash=sha256:e7d98ea108258d29aa0efbfd591b2e2075fa1722a2fae8699f0b3c9de11eff41 +azure-storage-blob==12.29.0 \ + --hash=sha256:2824ddd7ebc9056034ebc76b17971a38e9aa5835abb0d565b9700493f2a6c657 \ + --hash=sha256:ccf8a1bcd5e49df83ab85aab793b579e5ba2eeea2ad8900b2f62ca3a37dc391f # via feast (pyproject.toml) babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ @@ -346,14 +351,18 @@ beautifulsoup4==4.14.3 \ # via # docling # nbconvert -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) bleach[css]==6.3.0 \ --hash=sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22 \ --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6 # via nbconvert +blinker==1.9.0 \ + --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \ + --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc + # via flask boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ --hash=sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80 @@ -377,6 +386,12 @@ build==1.5.0 \ # feast (pyproject.toml) # pip-tools # singlestoredb +cachetools==7.1.3 \ + --hash=sha256:135cfe944bc3c1e805505f65dae0bef375a2f96261171ab66c79ef77d0bda39d \ + --hash=sha256:9876787e2346e20584d5cca236cb5d49d04e7193de91646f230725b2e1e8b804 + # via + # mlflow-skinny + # mlflow-tracing cassandra-driver==3.30.0 \ --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \ --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \ @@ -645,94 +660,85 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask + # flask # geomet # great-expectations + # mlflow-skinny # pip-tools # ray # typer # uvicorn -clickhouse-connect==0.15.1 \ - --hash=sha256:08df7857ecd2e345abbbdfc54d80fa060732cf75c953940355140af9a73b730a \ - --hash=sha256:0bef871fb9803ae82b4dc1f797b6e784de0a4dec351591191a0c1a6008548284 \ - --hash=sha256:158325a06978f91a182967341188502a0761447d1e13ffa775cf017def1a3d9e \ - --hash=sha256:167e674dff8ac12be7796d93190b6fe9097c042940b3c41d87fe4d85970be27d \ - --hash=sha256:1ef6922c8887a8b0db49a81823ef031807c971f628a363f6d53b030abaefd589 \ - --hash=sha256:1ff5d10c6e49d36ee6941f52c4233f2bfb4198e9c726fed224f725974a667e37 \ - --hash=sha256:24cdfe9b486c8f2e66f5f51b1f322d89d9eb4df29d9ebb2fa19b553065651e85 \ - --hash=sha256:265f1660e8db5006ca32e8894e6c6cc984b343d96171ab0580b2104084b0fc08 \ - --hash=sha256:2e19c9daabe4c24027006e903d0ba3f2a6b2e0703af37b2536335ac4558d541e \ - --hash=sha256:2e52e20190004ed4578b803b1d5f2097c336fafec41b2cc0d490b5a4964c1284 \ - --hash=sha256:371a201ee128ba2b47bd05e2f184b0d20fb78171d27441a6fb1183f4fcc9316e \ - --hash=sha256:3b456d469db994b188bb0b5afa373e8f2e5e2bf41a70a736b9ed2485a976e9ae \ - --hash=sha256:3cf1b78abf7e1b97ab279a2b244357c40657d2d8504ff3f713c6577cd0550b38 \ - --hash=sha256:46bcebd00aff52ea5f7433e9cee1157b411dba9187f6677a18378c799c27c8aa \ - --hash=sha256:4bf70933ab860bd2f0a872db624603706bed400c915c7aeef382956cf8ebbdf3 \ - --hash=sha256:4f87d283399cbda676c8765605bf60dc6559df6fd38cbb9ea07048a4b34dda26 \ - --hash=sha256:5046cb96d1c344c35198fe072a21ce3f273754df3e58fd0a6222c9a1aff72e75 \ - --hash=sha256:5462bad97d97919a4ed230e2ef28d0b76bec0354a343218647830aac7744a43b \ - --hash=sha256:57ad606e878fd284242713449217a0c475fde6b9b7ab59e7ba9e9c388431f004 \ - --hash=sha256:5ab0d019c18d9d63b228ce2e45768f6c65fd27067d1127ab3e558c35c90f52ef \ - --hash=sha256:5de299ada0f7eb9090bb5a6304d8d78163d4d9cc8eb04d8f552bfb82bafb61d5 \ - --hash=sha256:60aa8c9c775d22db324260265f4c656f803fbc71de9193ef83cf8d8d0ef6ab9a \ - --hash=sha256:691cbf6d3dd16988feb75d43942bb212f50f0cbec284eb249e0cd33ebf74ad09 \ - --hash=sha256:693a03e44256886ac5dd26dc708833913157ec72e3b3a44fb89fd5fc202f85dc \ - --hash=sha256:6f9619f9e8885886039e451c2e22d3fb9bd2e95bc64bbf4ebe6c0a50875785f4 \ - --hash=sha256:7586fae639db65d6ff9f7d539aaac04ebd8604657751d78f6b45e7f971be83f3 \ - --hash=sha256:76699fb79c0de182f915d96a08c15afc19755d9d0e9c93411abb0e4b539c7166 \ - --hash=sha256:7a590116037ae56fab339b625f317d7c0a15bbede5f2f206ce1e55b1a2385e90 \ - --hash=sha256:82e60e108d78e32d58a0f21570b02d3baad67ccbad6482eeb79d74a616d8a5ad \ - --hash=sha256:83d881bf786b05489ccf96f07972b9c28638b513f3e064d39987d837749b35e3 \ - --hash=sha256:859c718cb93780dd681f75d59ceaf4415915fa9617a5ba2de6105e291d6df3ad \ - --hash=sha256:873d8f74eaec141f40ae060318c32353da94fdd4601f925bfd52426f3ddcd689 \ - --hash=sha256:8bb70307589099c67dfe9a973998491bc82c1af9040560b5ebab799721bb197d \ - --hash=sha256:9610ef6ff653f8a030f50e39cdeb1a39bea925c48f9196d787ea4b9f5eb1c8f0 \ - --hash=sha256:99d55aab64fdeb53d74c16d2c46ae5491e90aa37ba55c24884a68a869418ee8e \ - --hash=sha256:a1266a52bf61f0420630f625c5ac87bc2d095f08321820546300a699d4300ba3 \ - --hash=sha256:a326e2f5518d6a9d71f0895d50a3ccd8c4d5e3abb625f39330512ff3c45c6731 \ - --hash=sha256:a9d1e12bf86cd96626f74d21e3ac237abcda105f55cd2e78d139197d35f86209 \ - --hash=sha256:aa9890507aac52a8a5363813bb315b6867e86a97ffa08576cb934603f5bc0216 \ - --hash=sha256:ae24e4e7b10ff140c9041d9bdb2c08781145d844c7486c2661d223ededce7634 \ - --hash=sha256:aeb09a6f8585f3bd4d8c5bead38f3821c076e0bca08c474a7b9039732a6e2e9a \ - --hash=sha256:aed10f7615d0c72457d21ace9b59bfcbea0293188af2ffa3f3c2942d36974e7c \ - --hash=sha256:b2f5174fc6001a1555fc3cb565f3b727e1b786d572df0b30d14929ae13bd3542 \ - --hash=sha256:b692998e6dea344a4a2d7c34c129379767a068f234e1cb721ba27f1f023c70ee \ - --hash=sha256:b6d107b5f964af97f25a0d1bfd59fe3510f2a646c87ad4f9ab9014bb0c66aa1c \ - --hash=sha256:b8236c7dd675ed13d5e96f1f9126eeb711e8c266e4a0476ebc32be8a17decb32 \ - --hash=sha256:c12d9f2b2fc57adaf5ea267804f00e520771794641227ed5285e38fdf36557a6 \ - --hash=sha256:cd41ebe8b7f1c2579b22bbc414a800f3f8f5c843928019aca27c81592f70c5a7 \ - --hash=sha256:cdeee50fb2822e4f886d9676c5979b9e6f93ee9159b1aa1b7d62e71bcf7ae551 \ - --hash=sha256:d0dad989ae193c7261b12c9829f219fc1cb1ae9cad380c35cfe489f139c03ee9 \ - --hash=sha256:d10e8f42bafa12d43dd280d157af1ca5a1743e0ca94e61de94c1d00cb1b2da2b \ - --hash=sha256:d3fca3e0781b664556690decc788e7d25691043bf67a0d241e9c29233a2990d5 \ - --hash=sha256:d6e98c0cf53db3b24dc0ff9f522fcf13205b1d191c632567d1744fbd4671741f \ - --hash=sha256:d75324bb3a611eeb8c22b7fdda7c2cbc6ddbcc3871c65624b97f219430ded282 \ - --hash=sha256:df93fa024d6ed46dbc3182b6202180be4cf2bbe9c331dcb21f85963b1b3fd1e5 \ - --hash=sha256:e1a157205efd47884c22bfe061fc6f8c9aea844929ee755c47b446093805d21a \ - --hash=sha256:e307ea69dc2a6e6d942d2799ee8bfe20c99019ddf95121cbeaf7efbb97f79f09 \ - --hash=sha256:e702b77720ae6fd501e5a52262518dddb6c705fbc122bca4567694fb0bab401f \ - --hash=sha256:e88a31bbd9da7f4b49de39d21e8c93c8fbb5cf487071e935af0eba884681df00 \ - --hash=sha256:e911cffe6a9d9d27ccf91b8060086254c152c48ade47c1de3fc8e91d22cdd143 \ - --hash=sha256:eb595e820e46ccdffd702d23e4d1d1efadaa60db81a3da53e693ab055d8a3b1a \ - --hash=sha256:ecf244f91fc72e5dfe83652baf69a7ced414e9147288138897bc4376ebd6f8ac \ - --hash=sha256:f03814b6e6a72892ce913eaef3931e6d011068480e9c19b80e5c640fdac55109 \ - --hash=sha256:f13c34ad1ddb0d1efc92bc4039b50b534da94c51bbce25e61484bfd28b231cb5 \ - --hash=sha256:f25df0298ecea9c29768ab1267ff1186aacfff0cbd75ff3b588644043f313cd6 \ - --hash=sha256:f2aaf5fc0bb3098c24f0d8ca7e4ecbe605a26957481dfca2c8cef9d1fad7b7ca \ - --hash=sha256:fa01fdb92db6bf72cb9509eecd0a0057a4558a4f40c02eebffbc2d61b644620e +clickhouse-connect==1.0.0 \ + --hash=sha256:03ab4bda888575a2ea882ad4ed05bf9f5f15bb621209f6a4045231e3f26fedf7 \ + --hash=sha256:046f79215ebdd62192cc36e4d81b549570ca46e5b61e107b0d54cf7855b2ffff \ + --hash=sha256:04ba770a1e3d0f2d093fc7400d2da0e121b55b092b65250d738e09b0139a594e \ + --hash=sha256:07c23806a5dd00e95d7edd75796a2667234e99934033fb8f39659f58eb18fab1 \ + --hash=sha256:0a6faf07cfb16feb345c36dc5e2895a655d923ef64f10ff616eca44dfe5cc5b0 \ + --hash=sha256:0d4ed1e296c6e77dc0dbf486607cc39fc6e36866abb653543d5ad0a8426ea8f0 \ + --hash=sha256:0fcccd2b49d57a09e465fc0c01c7c323f0db637241b3fc93d869d1b256c46184 \ + --hash=sha256:1265ab0139fcf6fd36d358697a1a4dab313a6bdb7ab9a9bc8ecc3f656f16dee3 \ + --hash=sha256:1415f440ae59b03e10bd5cc11c0034f30ad5f8fad74b42153926482c99ac21eb \ + --hash=sha256:20b76e54c9ea77e86c47b3194f1a9ff1833bd6fa34cb81bfcec621eff94ed033 \ + --hash=sha256:250826f2c3a8466faa51e03902f4c989be5da6f2ab6f74928afadd19ce1e2336 \ + --hash=sha256:29185891d5de03f60ff9da37dbe1e1e44bed8ef252d0d1281ddf3a450dfe5023 \ + --hash=sha256:295e6ff6e3f7fe71c28b1753967d8669ce12d924486150c74c892d8f67cba4d9 \ + --hash=sha256:298e7816ae3ecb7935bf1fe3fb8b8e9eb639e4e14516b87f01ef5a1c223b992c \ + --hash=sha256:2ff97a4a607eb525d9835c939a05ff63f0d3127f33afe1ed78b05d928f49c16c \ + --hash=sha256:320f0c53c4cb8b06732d875cabd35a357992a9e0fcf9f4a18b631ea7ce377ef1 \ + --hash=sha256:3222ae6bf39930a34ff4a483c6b34a1f3dab02d6743428b0383f4d47af7a48db \ + --hash=sha256:34557e29c4dfa0df1f6e26d053d6af1ae8d1444f4bd44a5c647dc7dd3bea22c0 \ + --hash=sha256:345838366b453a8c9c38366ac54493c2fb325982967d7bd0cde3ff619b66d9b7 \ + --hash=sha256:39315f2096809a08cdc75850b52a3675a0639525bbd634b87c4f188bfd875200 \ + --hash=sha256:40f9ade34a50ef2edfa0007d7b300a72fb4be239a0581b5ffc46f165b6a3d1a6 \ + --hash=sha256:444a735bf44390cbd0a81d84d3b20bd0c36084d2a8b9d030bc41b938c3dff1d1 \ + --hash=sha256:46b6dbabbda32e7e717b2732585ffbccf11815ad36987af57a068a66d1a0292c \ + --hash=sha256:4959f9b8915d5a64193523b9b25d7446c583befb5e339cbf45dba68eb2c4abbb \ + --hash=sha256:4964db35f9352452861e0d4d93ea4e7f41c77889e6f78092fe6c6cae5e09f478 \ + --hash=sha256:53f1f9cd31b1af371340f39923a08ba0aef57a7a85ef4a27376107f376c1efc3 \ + --hash=sha256:56a0d59bc1639827ac7ad14158ba557e5287f6cee1b6c942fc1747be12cbcc07 \ + --hash=sha256:5ce486901a4042f6fc6a76ad2961bf5be7c4d970fabecf99113f6cb49d936303 \ + --hash=sha256:6977afeabca17cdd3bc11215902f20e850eb1d71451d93eaee8ac26068a84af4 \ + --hash=sha256:715f50937fcafa849c53314d443b55fb5b04b938f2402ec135c41e515a8312af \ + --hash=sha256:77a5ce7880dea5deadd53d189cf690bdee14513c055343104f5ad3ddcfe25025 \ + --hash=sha256:80c455d0ce5d93c4a744911dcbfb37124c009a826727770fd86f21a47d654333 \ + --hash=sha256:8c4f5c8fa36b605435b32efea4f40ce11babb5f5afcec1e00f6a6cce81f81000 \ + --hash=sha256:8e74375b92cfa94cb4c944a393a027af5c5ed562fc6b862baf6288696bc48688 \ + --hash=sha256:965a496c770d17d061115ad096d2c966af3cee40c167b035afd0f3bd8037327b \ + --hash=sha256:98a3efce3af5308ba3ed140c20a4dc6bf175736e2803b5cb75838ee36365a4eb \ + --hash=sha256:9a2612b246bb9aa69419b8d24732df50e80579f0c43dea97db457cc15b39bfb2 \ + --hash=sha256:9c64f7a26f97eeca472dab6ca9baddc1e36fae1d1c244541926ada4fad14a99b \ + --hash=sha256:9ec2a93d353415951ab10da943f30f0038acc0a1ff82b3253d82a106f3065f34 \ + --hash=sha256:a763c1b1c7977fcab59d2d1d2f249a5231abf44f8a3aa5b0df06bb849b5d0f65 \ + --hash=sha256:a9e780a6d45025469d4e9cea5fec8b0ee55ef76bae867b2f255a106c0c720133 \ + --hash=sha256:ab0a095afd9a6353872a51304c795949fb31f8fdf7519a0f27d7c0fb255983d7 \ + --hash=sha256:aebf884c1aed8cf857d3323ac041e1cf636a865d231dc241543d9a68e82b553d \ + --hash=sha256:bbc6000c1c297b969b6d0a097e84a7bfa31931b0512e4eb1674c6c6d158ade0b \ + --hash=sha256:d84b8b799c71a88a600ca0455fed2d2edb320f510b04969bf04ca6f4807ab4fc \ + --hash=sha256:dae66adb575b7eb9626d84edad4481d5c3d93ca680766c3f1891c13694913bee \ + --hash=sha256:de4a5d1ffa12127f89b5308f95c6ef5da9b1c7f5d133a7d540c364bf259351fc \ + --hash=sha256:e7cfb81c08685ad721b30cb702324de8763f7e8ff8aa653d1c7b602363524cd9 \ + --hash=sha256:ede49d49101023f45d8cfb985719a9c20cf40ff4c60a9f895d48c17dac278448 \ + --hash=sha256:ef3b69da678fe40056f585c0a788356b6eeda04b751a3837ffe75340155ecfdb \ + --hash=sha256:ef8ba83257515fd38a7007a9ae1e8b70bf38d38f4bba34c3b7660af648f88cd2 \ + --hash=sha256:f61a6d42228694cbfcdf806061e752fc88511926389a271987d61c360029b72f \ + --hash=sha256:f8730073bc1adcee13b338b347f68fa0ec7b2460aecce227be2d5abb01ea7b8c \ + --hash=sha256:fc0801be2505b2e3d3b0337c875a624eab61912b8fd55218424ad52a69deab10 # via feast (pyproject.toml) cloudpickle==3.1.2 \ --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \ --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a - # via dask -codeflare-sdk==0.36.0 \ - --hash=sha256:5dfba97aef0c2a83437682b960a9c323d54e459d949e24729d00d330b00b96a2 \ - --hash=sha256:cbac45169916e63198d214492ed1c17c49ee27d3e98303cff59e2170266a441d + # via + # dask + # mlflow-skinny +codeflare-sdk==0.37.0 \ + --hash=sha256:2106118d9341db7e329da59f296bc635c08e365d4a644013bb9a55ce38c54da5 \ + --hash=sha256:a5f86b9541a3ef2498bc920465b0e106c4e58bfa2004d14ff177f83761afd469 # via feast (pyproject.toml) colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ @@ -750,6 +756,80 @@ comm==0.2.3 \ # via # ipykernel # ipywidgets +contourpy==1.3.3 \ + --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \ + --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \ + --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \ + --hash=sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a \ + --hash=sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8 \ + --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc \ + --hash=sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470 \ + --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \ + --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \ + --hash=sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b \ + --hash=sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5 \ + --hash=sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381 \ + --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \ + --hash=sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4 \ + --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \ + --hash=sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f \ + --hash=sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772 \ + --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \ + --hash=sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42 \ + --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \ + --hash=sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77 \ + --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \ + --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \ + --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \ + --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \ + --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \ + --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \ + --hash=sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db \ + --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \ + --hash=sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620 \ + --hash=sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989 \ + --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \ + --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \ + --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \ + --hash=sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d \ + --hash=sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36 \ + --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \ + --hash=sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1 \ + --hash=sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e \ + --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \ + --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \ + --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \ + --hash=sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7 \ + --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \ + --hash=sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339 \ + --hash=sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1 \ + --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \ + --hash=sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4 \ + --hash=sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f \ + --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \ + --hash=sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36 \ + --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \ + --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \ + --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \ + --hash=sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0 \ + --hash=sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b \ + --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \ + --hash=sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe \ + --hash=sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77 \ + --hash=sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497 \ + --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd \ + --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \ + --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \ + --hash=sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13 \ + --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \ + --hash=sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae \ + --hash=sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77 \ + --hash=sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3 \ + --hash=sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f \ + --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \ + --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \ + --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a + # via matplotlib couchbase==4.3.2 \ --hash=sha256:032a180afd6621358b2c73543b9c5db9939b442fc3ad6d54417c36c8a8f65838 \ --hash=sha256:11ce688ed46edf8387bf51866618c7b4e06399e7fb34a6df002764996c109d1f \ @@ -816,164 +896,164 @@ couchbase-columnar==1.0.0 \ --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \ --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38 # via feast (pyproject.toml) -coverage[toml]==7.13.5 \ - --hash=sha256:012d5319e66e9d5a218834642d6c35d265515a62f01157a45bcc036ecf947256 \ - --hash=sha256:02ca0eed225b2ff301c474aeeeae27d26e2537942aa0f87491d3e147e784a82b \ - --hash=sha256:03ccc709a17a1de074fb1d11f217342fb0d2b1582ed544f554fc9fc3f07e95f5 \ - --hash=sha256:0428cbef5783ad91fe240f673cc1f76b25e74bbfe1a13115e4aa30d3f538162d \ - --hash=sha256:04690832cbea4e4663d9149e05dba142546ca05cb1848816760e7f58285c970a \ - --hash=sha256:0590e44dd2745c696a778f7bab6aa95256de2cbc8b8cff4f7db8ff09813d6969 \ - --hash=sha256:0672854dc733c342fa3e957e0605256d2bf5934feeac328da9e0b5449634a642 \ - --hash=sha256:084b84a8c63e8d6fc7e3931b316a9bcafca1458d753c539db82d31ed20091a87 \ - --hash=sha256:0b67af5492adb31940ee418a5a655c28e48165da5afab8c7fa6fd72a142f8740 \ - --hash=sha256:0cd9ed7a8b181775459296e402ca4fb27db1279740a24e93b3b41942ebe4b215 \ - --hash=sha256:0cef0cdec915d11254a7f549c1170afecce708d30610c6abdded1f74e581666d \ - --hash=sha256:0e223ce4b4ed47f065bfb123687686512e37629be25cc63728557ae7db261422 \ - --hash=sha256:0e3c426ffc4cd952f54ee9ffbdd10345709ecc78a3ecfd796a57236bfad0b9b8 \ - --hash=sha256:0ecf12ecb326fe2c339d93fc131816f3a7367d223db37817208905c89bded911 \ - --hash=sha256:10a0c37f0b646eaff7cce1874c31d1f1ccb297688d4c747291f4f4c70741cc8b \ - --hash=sha256:145ede53ccbafb297c1c9287f788d1bc3efd6c900da23bf6931b09eafc931587 \ - --hash=sha256:1b11eef33edeae9d142f9b4358edb76273b3bfd30bc3df9a4f95d0e49caf94e8 \ - --hash=sha256:1b88c69c8ef5d4b6fe7dea66d6636056a0f6a7527c440e890cf9259011f5e606 \ - --hash=sha256:258354455f4e86e3e9d0d17571d522e13b4e1e19bf0f8596bcf9476d61e7d8a9 \ - --hash=sha256:259b69bb83ad9894c4b25be2528139eecba9a82646ebdda2d9db1ba28424a6bf \ - --hash=sha256:2aa055ae1857258f9e0045be26a6d62bdb47a72448b62d7b55f4820f361a2633 \ - --hash=sha256:2d3807015f138ffea1ed9afeeb8624fd781703f2858b62a8dd8da5a0994c57b6 \ - --hash=sha256:301e3b7dfefecaca37c9f1aa6f0049b7d4ab8dd933742b607765d757aca77d43 \ - --hash=sha256:32ca0c0114c9834a43f045a87dcebd69d108d8ffb666957ea65aa132f50332e2 \ - --hash=sha256:34b02417cf070e173989b3db962f7ed56d2f644307b2cf9d5a0f258e13084a61 \ - --hash=sha256:356e76b46783a98c2a2fe81ec79df4883a1e62895ea952968fb253c114e7f930 \ - --hash=sha256:35a31f2b1578185fbe6aa2e74cea1b1d0bbf4c552774247d9160d29b80ed56cc \ - --hash=sha256:380e8e9084d8eb38db3a9176a1a4f3c0082c3806fa0dc882d1d87abc3c789247 \ - --hash=sha256:3ad050321264c49c2fa67bb599100456fc51d004b82534f379d16445da40fb75 \ - --hash=sha256:3e1bb5f6c78feeb1be3475789b14a0f0a5b47d505bfc7267126ccbd50289999e \ - --hash=sha256:3f4818d065964db3c1c66dc0fbdac5ac692ecbc875555e13374fdbe7eedb4376 \ - --hash=sha256:460cf0114c5016fa841214ff5564aa4864f11948da9440bc97e21ad1f4ba1e01 \ - --hash=sha256:48c39bc4a04d983a54a705a6389512883d4a3b9862991b3617d547940e9f52b1 \ - --hash=sha256:4b59148601efcd2bac8c4dbf1f0ad6391693ccf7a74b8205781751637076aee3 \ - --hash=sha256:4d2afbc5cc54d286bfb54541aa50b64cdb07a718227168c87b9e2fb8f25e1743 \ - --hash=sha256:505d7083c8b0c87a8fa8c07370c285847c1f77739b22e299ad75a6af6c32c5c9 \ - --hash=sha256:52f444e86475992506b32d4e5ca55c24fc88d73bcbda0e9745095b28ef4dc0cf \ - --hash=sha256:5b13955d31d1633cf9376908089b7cebe7d15ddad7aeaabcbe969a595a97e95e \ - --hash=sha256:5ec4af212df513e399cf11610cc27063f1586419e814755ab362e50a85ea69c1 \ - --hash=sha256:60365289c3741e4db327e7baff2a4aaacf22f788e80fa4683393891b70a89fbd \ - --hash=sha256:631efb83f01569670a5e866ceb80fe483e7c159fac6f167e6571522636104a0b \ - --hash=sha256:6697e29b93707167687543480a40f0db8f356e86d9f67ddf2e37e2dfd91a9dab \ - --hash=sha256:66a80c616f80181f4d643b0f9e709d97bcea413ecd9631e1dedc7401c8e6695d \ - --hash=sha256:67e9bc5449801fad0e5dff329499fb090ba4c5800b86805c80617b4e29809b2a \ - --hash=sha256:68a4953be99b17ac3c23b6efbc8a38330d99680c9458927491d18700ef23ded0 \ - --hash=sha256:6c36ddb64ed9d7e496028d1d00dfec3e428e0aabf4006583bb1839958d280510 \ - --hash=sha256:6e3370441f4513c6252bf042b9c36d22491142385049243253c7e48398a15a9f \ - --hash=sha256:7034b5c56a58ae5e85f23949d52c14aca2cfc6848a31764995b7de88f13a1ea0 \ - --hash=sha256:704de6328e3d612a8f6c07000a878ff38181ec3263d5a11da1db294fa6a9bdf8 \ - --hash=sha256:7132bed4bd7b836200c591410ae7d97bf7ae8be6fc87d160b2bd881df929e7bf \ - --hash=sha256:7300c8a6d13335b29bb76d7651c66af6bd8658517c43499f110ddc6717bfc209 \ - --hash=sha256:750db93a81e3e5a9831b534be7b1229df848b2e125a604fe6651e48aa070e5f9 \ - --hash=sha256:777c4d1eff1b67876139d24288aaf1817f6c03d6bae9c5cc8d27b83bcfe38fe3 \ - --hash=sha256:78e696e1cc714e57e8b25760b33a8b1026b7048d270140d25dafe1b0a1ee05a3 \ - --hash=sha256:79060214983769c7ba3f0cee10b54c97609dca4d478fa1aa32b914480fd5738d \ - --hash=sha256:7c8d4bc913dd70b93488d6c496c77f3aff5ea99a07e36a18f865bca55adef8bd \ - --hash=sha256:7f2c47b36fe7709a6e83bfadf4eefb90bd25fbe4014d715224c4316f808e59a2 \ - --hash=sha256:800bc829053c80d240a687ceeb927a94fd108bbdc68dfbe505d0d75ab578a882 \ - --hash=sha256:843ea8643cf967d1ac7e8ecd4bb00c99135adf4816c0c0593fdcc47b597fcf09 \ - --hash=sha256:8769751c10f339021e2638cd354e13adeac54004d1941119b2c96fe5276d45ea \ - --hash=sha256:8dd02af98971bdb956363e4827d34425cb3df19ee550ef92855b0acb9c7ce51c \ - --hash=sha256:8fdf453a942c3e4d99bd80088141c4c6960bb232c409d9c3558e2dbaa3998562 \ - --hash=sha256:941617e518602e2d64942c88ec8499f7fbd49d3f6c4327d3a71d43a1973032f3 \ - --hash=sha256:972a9cd27894afe4bc2b1480107054e062df08e671df7c2f18c205e805ccd806 \ - --hash=sha256:9adb6688e3b53adffefd4a52d72cbd8b02602bfb8f74dcd862337182fd4d1a4e \ - --hash=sha256:9b74db26dfea4f4e50d48a4602207cd1e78be33182bc9cbf22da94f332f99878 \ - --hash=sha256:9bb2a28101a443669a423b665939381084412b81c3f8c0fcfbac57f4e30b5b8e \ - --hash=sha256:9d44d7aa963820b1b971dbecd90bfe5fe8f81cff79787eb6cca15750bd2f79b9 \ - --hash=sha256:9dacc2ad679b292709e0f5fc1ac74a6d4d5562e424058962c7bb0c658ad25e45 \ - --hash=sha256:9ddb4f4a5479f2539644be484da179b653273bca1a323947d48ab107b3ed1f29 \ - --hash=sha256:a1a6d79a14e1ec1832cabc833898636ad5f3754a678ef8bb4908515208bf84f4 \ - --hash=sha256:a698e363641b98843c517817db75373c83254781426e94ada3197cabbc2c919c \ - --hash=sha256:ad14385487393e386e2ea988b09d62dd42c397662ac2dabc3832d71253eee479 \ - --hash=sha256:ad146744ca4fd09b50c482650e3c1b1f4dfa1d4792e0a04a369c7f23336f0400 \ - --hash=sha256:b5db73ba3c41c7008037fa731ad5459fc3944cb7452fc0aa9f822ad3533c583c \ - --hash=sha256:bd3a2fbc1c6cccb3c5106140d87cc6a8715110373ef42b63cf5aea29df8c217a \ - --hash=sha256:bdba0a6b8812e8c7df002d908a9a2ea3c36e92611b5708633c50869e6d922fdf \ - --hash=sha256:be3d4bbad9d4b037791794ddeedd7d64a56f5933a2c1373e18e9e568b9141686 \ - --hash=sha256:bf69236a9a81bdca3bff53796237aab096cdbf8d78a66ad61e992d9dac7eb2de \ - --hash=sha256:bff95879c33ec8da99fc9b6fe345ddb5be6414b41d6d1ad1c8f188d26f36e028 \ - --hash=sha256:c555b48be1853fe3997c11c4bd521cdd9a9612352de01fa4508f16ec341e6fe0 \ - --hash=sha256:c81f6515c4c40141f83f502b07bbfa5c240ba25bbe73da7b33f1e5b6120ff179 \ - --hash=sha256:c9136ff29c3a91e25b1d1552b5308e53a1e0653a23e53b6366d7c2dcbbaf8a16 \ - --hash=sha256:ce1998c0483007608c8382f4ff50164bfc5bd07a2246dd272aa4043b75e61e85 \ - --hash=sha256:cec2d83125531bd153175354055cdb7a09987af08a9430bd173c937c6d0fba2a \ - --hash=sha256:cff784eef7f0b8f6cb28804fbddcfa99f89efe4cc35fb5627e3ac58f91ed3ac0 \ - --hash=sha256:d2c87e0c473a10bffe991502eac389220533024c8082ec1ce849f4218dded810 \ - --hash=sha256:d7cfad2d6d81dd298ab6b89fe72c3b7b05ec7544bdda3b707ddaecff8d25c161 \ - --hash=sha256:d8a7a2049c14f413163e2bdabd37e41179b1d1ccb10ffc6ccc4b7a718429c607 \ - --hash=sha256:da305e9937617ee95c2e39d8ff9f040e0487cbf1ac174f777ed5eddd7a7c1f26 \ - --hash=sha256:da86cdcf10d2519e10cabb8ac2de03da1bcb6e4853790b7fbd48523332e3a819 \ - --hash=sha256:dc022073d063b25a402454e5712ef9e007113e3a676b96c5f29b2bda29352f40 \ - --hash=sha256:e0723d2c96324561b9aa76fb982406e11d93cdb388a7a7da2b16e04719cf7ca5 \ - --hash=sha256:e092b9499de38ae0fbfbc603a74660eb6ff3e869e507b50d85a13b6db9863e15 \ - --hash=sha256:e0b216a19534b2427cc201a26c25da4a48633f29a487c61258643e89d28200c0 \ - --hash=sha256:e1c85e0b6c05c592ea6d8768a66a254bfb3874b53774b12d4c89c481eb78cb90 \ - --hash=sha256:e301d30dd7e95ae068671d746ba8c34e945a82682e62918e41b2679acd2051a0 \ - --hash=sha256:e808af52a0513762df4d945ea164a24b37f2f518cbe97e03deaa0ee66139b4d6 \ - --hash=sha256:eb07647a5738b89baab047f14edd18ded523de60f3b30e75c2acc826f79c839a \ - --hash=sha256:eb7fdf1ef130660e7415e0253a01a7d5a88c9c4d158bcf75cbbd922fd65a5b58 \ - --hash=sha256:ec10e2a42b41c923c2209b846126c6582db5e43a33157e9870ba9fb70dc7854b \ - --hash=sha256:ee2aa19e03161671ec964004fb74b2257805d9710bf14a5c704558b9d8dbaf17 \ - --hash=sha256:f08fd75c50a760c7eb068ae823777268daaf16a80b918fa58eea888f8e3919f5 \ - --hash=sha256:f4cd16206ad171cbc2470dbea9103cf9a7607d5fe8c242fdf1edf36174020664 \ - --hash=sha256:f70c9ab2595c56f81a89620e22899eea8b212a4041bd728ac6f4a28bf5d3ddd0 \ - --hash=sha256:fbabfaceaeb587e16f7008f7795cd80d20ec548dc7f94fbb0d4ec2e038ce563f +coverage[toml]==7.14.0 \ + --hash=sha256:057a6af2f160a85384cde4ab36f0d2777bae1057bae255f95413cdd382aa5c74 \ + --hash=sha256:0773d8329cf32b6fd222e4b52622c61fe8d503eb966cfc8d3c3c10c96266d50e \ + --hash=sha256:0a951308cde22cf77f953955a754d04dccb57fe3bb8e345d685778ed9fc1632a \ + --hash=sha256:0c451757d3fa2603354fdc789b5e58a0e327a117c370a40e3476ba4eabab228c \ + --hash=sha256:0f162bc9a15b82d947b02651b0c7e1609d6f7a8735ca330cfadec8481dd97d5a \ + --hash=sha256:15228a6800ce7bdf1b74800595e56db7138cecb338fdbf044806e10dcf182dfe \ + --hash=sha256:1733198802d71ec4c524f322e2867ee05c62e9e75df86bdca545407a221827d1 \ + --hash=sha256:1a0abc7342ea9711c469dd8b821c6c311e6bc6aac1442e5fbd6b27fae0a8f3db \ + --hash=sha256:1b23b0c6f0b1db6ad769b7050c8b641c0bf215ded26c1816955b17b7f26edfa9 \ + --hash=sha256:1c9ed6ef99f88fb8c14aa8e2bf8eb0fe55fa2edfea68f8675d78741df1a5ac0e \ + 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--hash=sha256:ed3775295fb91f70b4027aeba878d79b3e55c0b3e97eaa4de71f8f23a9f2eb77 \ - --hash=sha256:ed418c37d095aeddf5336898a132fba01091f0ac5844e3e8018506f014b6d2c4 +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 # via # feast (pyproject.toml) # azure-identity @@ -982,6 +1062,7 @@ cryptography==46.0.6 \ # google-auth # great-expectations # jwcrypto + # mlflow # moto # msal # oracledb @@ -991,23 +1072,33 @@ cryptography==46.0.6 \ # snowflake-connector-python # types-pyopenssl # types-redis +cycler==0.12.1 \ + --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \ + --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c + # via matplotlib dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) +databricks-sdk==0.109.0 \ + --hash=sha256:46745a25324a5b36f01236760e44fc6e2bce3f051224e6f8aef7633477fcbec8 \ + --hash=sha256:96b90f5ee2e0fac89f351aa77348263e1e0ed5d4d867cdfaefd2e0acc01b1e81 + # via + # mlflow-skinny + # mlflow-tracing datasets==4.8.5 \ --hash=sha256:0f0c1c3d56ffff2c93b2f4c63c95bac94f3d7e8621aea2a2a576275233bba772 \ --hash=sha256:5079900781719c0e063a8efdd2cd95a31ad0c63209178669cd23cf1b926149ff # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq -dbt-artifacts-parser==0.13.1 \ - --hash=sha256:c341730fa34ebb38cc7d2de0282e8b713e2fc65fc6577f0d944f8abee8949dc4 \ - --hash=sha256:c7a3c4e309ae2d7d566a615e92043b0d346a77998203b0cc466234717b806e40 +dbt-artifacts-parser==0.13.2 \ + --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \ + --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4 # via feast (pyproject.toml) debugpy==1.8.20 \ --hash=sha256:077a7447589ee9bc1ff0cdf443566d0ecf540ac8aa7333b775ebcb8ce9f4ecad \ @@ -1041,9 +1132,9 @@ debugpy==1.8.20 \ --hash=sha256:eada6042ad88fa1571b74bd5402ee8b86eded7a8f7b827849761700aff171f1b \ --hash=sha256:eb506e45943cab2efb7c6eafdd65b842f3ae779f020c82221f55aca9de135ed7 # via ipykernel -decorator==5.2.1 \ - --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \ - --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a +decorator==5.3.1 \ + --hash=sha256:4cbcdd55a6efadb9dbea26b858f4fb3264567b52d69ca0d25b721b553f60ea82 \ + --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c # via ipython defusedxml==0.7.1 \ --hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \ @@ -1088,14 +1179,16 @@ dnspython==2.8.0 \ docker==7.1.0 \ --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \ --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0 - # via testcontainers + # via + # mlflow + # testcontainers docling==2.27.0 \ --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \ --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d # via feast (pyproject.toml) -docling-core[chunking]==2.74.1 \ - --hash=sha256:46bf298686f2c51ddd69b6935a27dff1cc80838f2f5f1a8823492d99cf1a357b \ - --hash=sha256:e6464078012b3d45f4e0accd101fcb277063903f355eabbb9aee8de00527a789 +docling-core[chunking]==2.76.0 \ + --hash=sha256:55af705c6d0755254afddb959fe5dea3a6d413d3ea7539e380bb008268806316 \ + --hash=sha256:e4f681ad434cb45ba93bd3afaab62c5d910bf9ac6b3fdb98b12ee2e476bb75a4 # via # docling # docling-ibm-models @@ -1181,13 +1274,13 @@ durationpy==0.10 \ easyocr==1.7.2 \ --hash=sha256:5be12f9b0e595d443c9c3d10b0542074b50f0ec2d98b141a109cd961fd1c177c # via docling -elastic-transport==9.2.1 \ - --hash=sha256:39e1a25e486af34ce7aa1bc9005d1c736f1b6fb04c9b64ea0604ded5a61fc1d4 \ - --hash=sha256:97d9abd638ba8aa90faa4ca1bf1a18bde0fe2088fbc8757f2eb7b299f205773d +elastic-transport==9.4.0 \ + --hash=sha256:2dbb907ededa14e6ff5be058f8737bbba3926bd1b1a40dbc98a471285fa2cb3c \ + --hash=sha256:4eff263c8011dd950451b72be567a2484b814a89c70081053d6ae6addeab52e2 # via elasticsearch -elasticsearch==9.3.0 \ - --hash=sha256:67bd2bb4f0800f58c2847d29cd57d6e7bf5bc273483b4f17421f93e75ba09f39 \ - --hash=sha256:f76e149c0a22d5ccbba58bdc30c9f51cf894231b359ef4fd7e839b558b59f856 +elasticsearch==9.4.0 \ + --hash=sha256:95e38e130b1d01438b19343dfa0458e1857a7df8e2e30cbf23a72182b03f05ff \ + --hash=sha256:e20095ba40229f4562f7cc951883c7c62a017435f94dbe0c21526f58ba411885 # via feast (pyproject.toml) entrypoints==0.4 \ --hash=sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4 \ @@ -1240,6 +1333,7 @@ fastapi==0.136.1 \ # via # feast (pyproject.toml) # fastapi-mcp + # mlflow-skinny fastapi-mcp==0.4.0 \ --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \ --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d @@ -1263,6 +1357,68 @@ filetype==1.2.0 \ --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \ --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25 # via docling +flask==3.1.3 \ + --hash=sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb \ + --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c + # via + # flask-cors + # mlflow +flask-cors==6.0.2 \ + --hash=sha256:6e118f3698249ae33e429760db98ce032a8bf9913638d085ca0f4c5534ad2423 \ + --hash=sha256:e57544d415dfd7da89a9564e1e3a9e515042df76e12130641ca6f3f2f03b699a + # via mlflow +fonttools==4.63.0 \ + --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \ + --hash=sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c \ + --hash=sha256:0c18358a155d75034911c5ee397a5b44cd19dd325dbb8b35fb60bf421d6a72ac \ + --hash=sha256:0eac00b9118c3c2f87d272e45341871c5b3066baa3c86897fa634a7c3fb59096 \ + --hash=sha256:1e874792a8212b44583ea02189d9e693906b2f78b261f372f95d6c563210ac1d \ + --hash=sha256:22135da48a348785c5e2d5d2d9d6bec5ed44adacbaeb9db12d9493bf6c6bfa68 \ + --hash=sha256:22693918177bd9ceabec4736d338045f357769416fc6b0b2508eefef75b08616 \ + --hash=sha256:27fdc65af8da6f88b9c6121c47a464cbe359fcfff7ff6fc2d37a1f395d755b78 \ + --hash=sha256:2b8ae05d9eacf6081414d759c0a352769ac28ce31280d6bb8e77b03f9e3c449f \ + --hash=sha256:2c14b4fd138c4bafcca294765c547914e1aa431ae1ca94ab99d8db08c958bd3b \ + --hash=sha256:308f957cdeaf8abe4e5f2f124902ef405448af92c90f80e302a3b771c2e6116b \ + --hash=sha256:37dd23e621e3b0aef1baa70a303b80aaf38449632cfc8fd2a55fb285bbccfc02 \ + --hash=sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d \ + --hash=sha256:51394295f1a51de8b5f30bdb1e1b9a4231536c7064ef5c6e211eec19fa36036f \ + --hash=sha256:58dc6bb86a78d782f00f9190ca02c119cf5bbe2807536e361e18d42019f877d8 \ + --hash=sha256:59ac449f8cca9b4ffa08d2e7bbadad87ce710d69d1eda5c3c1ce579baa987272 \ + --hash=sha256:6b2248c5decb223562f7902ff6325077a073f608ee8e33e88ad88db734eb9f49 \ + --hash=sha256:6d4741eb179121cab9eea4cb2393d24492373a260d7945006358c08cfbf45419 \ + --hash=sha256:6db5140a60a5d731d21ec076745b40a310607731b0a565b50776393188649001 \ + --hash=sha256:6e528da43bc3791085f8cb6141b1d13e459226790240340fcbb4625649238b03 \ + --hash=sha256:796f27556dbe094c4824f75ca85267e4df776c79036c8441469a4df37038c196 \ + --hash=sha256:79cdc9f567aec74a72918fd060283911406750cbc9fd28c1316023deb6ce31a9 \ + --hash=sha256:7d76edbff9014094dbf03bd2d074709dfa6ec7aba13d838c937a2b33d2d6a86e \ + --hash=sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5 \ + --hash=sha256:7dd683fef0663e9f0f45cf541d788d24caa3ec9db50796b588e1757d8b3bc007 \ + --hash=sha256:85be818f5506e8a7753153def2c9550178f0ecae6a47b5e0e8dbb23f7cc90380 \ + --hash=sha256:948428a275741f0b64b113c955425a953314f4b9ab9997f73a72c83e68e569c8 \ + --hash=sha256:9ced0bd02ac751dd6319b0da88aaef24414e3b0dbc32bb4f24944821a3741a27 \ + --hash=sha256:9e12f105d2b6342c559c298afb674006bb2893afc7102dcf8a1b55b0486b4e40 \ + --hash=sha256:a8b33a82979e0a6a34ff435cc81317be1f95ec1ebb7a3a2d1c8a6a54f02ae44e \ + --hash=sha256:a9faff9e0c1f76f9fd55899d2ce785832efebab37eb8ae13995853aef178bef0 \ + --hash=sha256:af2fd1664d00a397d75f806985ddb36282091c2131a73a6485c23b4a34722263 \ + --hash=sha256:afefc1ed0a59785a7fb06ea7e1678e849c193e1e387db783579bc7b3056fcfcb \ + --hash=sha256:b1cd75a03ad8cb5bc40c90bfde68c0c47de423aa19e5c0f362b43520645eea94 \ + --hash=sha256:ba04cb5891d4c0c21b6da95eda8d7b090021508a294fff33464fc7d241e0856b \ + --hash=sha256:bf00f21eb5fb721dbaf73d1e9da6d02a1af7768f2ebcf9798be98beab8ba90f6 \ + --hash=sha256:c0425b277a59cff3d80ca42162a8de360f318438a2ac83570842a678d826d579 \ + --hash=sha256:c1aaa4b9c75798400ac043ce04d74e7830376c85095a5a6ed7cba2f17a266bf4 \ + --hash=sha256:c2a2a42198b696a6f48fad91709afb55176e66a5e566131219dba372fb7f8c59 \ + --hash=sha256:caeb583deeb5168e694b65cda8b4ee62abedfa66cf88488734466f2366b9c4e0 \ + --hash=sha256:cb014d58140a38135f16064c74c652ed57aa0b75cbf8bb59cac821f7edb5334e \ + --hash=sha256:ccf41f2efdf56994d22d73bef4ced1052161958169428d06ba9724ea9e9a64be \ + --hash=sha256:cd7e9857e5e63738b9d9fd707bc1f59c8b09e5177726d23664db393c59bb08bd \ + --hash=sha256:d76ac49f929aecaf82d83250b8347e099d7aecba0f4726c1d9b6df3b8bb5fe18 \ + --hash=sha256:d7e5c9973aa04c95650c96e5f5ad865fbf42d62079163ecfab1e01cbc2504c22 \ + --hash=sha256:dcf076a4474fe0d7367e5bbf5b052c7284fa1feca729c04176ce513521afd8a0 \ + --hash=sha256:e3297a6a4059b4acc3a1e9a8b04741f240a80044eef08ebd32e8b5bcdddce75b \ + --hash=sha256:ee08ebfa58f6e1aeff5697ab9582105bb620008c1caafb681e4c557e7483027b \ + --hash=sha256:ef3048ef05dbb552b89817713d9cac912e00d0fde4a3105c00d29e52e10c89af \ + --hash=sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745 + # via matplotlib fqdn==1.5.1 \ --hash=sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f \ --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014 @@ -1415,6 +1571,14 @@ geomet==1.1.0 \ --hash=sha256:4372fe4e286a34acc6f2e9308284850bd8c4aa5bc12065e2abbd4995900db12f \ --hash=sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605 # via cassandra-driver +gitdb==4.0.12 \ + --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ + --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf + # via gitpython +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 + # via mlflow-skinny google-api-core[grpc]==2.30.3 \ --hash=sha256:a85761ba72c444dad5d611c2220633480b2b6be2521eca69cca2dbb3ffd6bfe8 \ --hash=sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b @@ -1428,10 +1592,11 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-storage # opencensus # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via + # databricks-sdk # google-api-core # google-auth-oauthlib # google-cloud-bigquery @@ -1442,9 +1607,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -1454,17 +1619,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -1516,20 +1681,34 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core # grpc-google-iam-v1 # grpcio-status +graphene==3.4.3 \ + --hash=sha256:2a3786948ce75fe7e078443d37f609cbe5bb36ad8d6b828740ad3b95ed1a0aaa \ + --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71 + # via mlflow +graphql-core==3.2.8 \ + --hash=sha256:015457da5d996c924ddf57a43f4e959b0b94fb695b85ed4c29446e508ed65cf3 \ + --hash=sha256:cbee07bee1b3ed5e531723685369039f32ff815ef60166686e0162f540f1520c + # via + # graphene + # graphql-relay +graphql-relay==3.2.0 \ + --hash=sha256:1ff1c51298356e481a0be009ccdff249832ce53f30559c1338f22a0e0d17250c \ + --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5 + # via graphene great-expectations==0.18.8 \ --hash=sha256:ab41cfa3de829a4f77bdcd4a23244684cbb67fdacc734d38910164cd02ec95b6 \ --hash=sha256:c1205bede593f679e22e0b3826d6ae1623c439cafd553f9f0bc2b0fd441f6ed9 @@ -1598,6 +1777,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1680,6 +1860,7 @@ gunicorn==25.3.0 \ --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 # via # feast (pyproject.toml) + # mlflow # uvicorn-worker h11==0.16.0 \ --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \ @@ -1699,32 +1880,32 @@ hazelcast-python-client==5.6.0 \ --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \ --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c # via feast (pyproject.toml) -hf-xet==1.4.3 \ - --hash=sha256:0392c79b7cf48418cd61478c1a925246cf10639f4cd9d94368d8ca1e8df9ea07 \ - --hash=sha256:1feb0f3abeacee143367c326a128a2e2b60868ec12a36c225afb1d6c5a05e6d2 \ - --hash=sha256:21644b404bb0100fe3857892f752c4d09642586fd988e61501c95bbf44b393a3 \ - --hash=sha256:22bdc1f5fb8b15bf2831440b91d1c9bbceeb7e10c81a12e8d75889996a5c9da8 \ - --hash=sha256:27c976ba60079fb8217f485b9c5c7fcd21c90b0367753805f87cb9f3cdc4418a \ - --hash=sha256:2815a49a7a59f3e2edf0cf113ae88e8cb2ca2a221bf353fb60c609584f4884d4 \ - --hash=sha256:39f2d2e9654cd9b4319885733993807aab6de9dfbd34c42f0b78338d6617421f \ - --hash=sha256:42ee323265f1e6a81b0e11094564fb7f7e0ec75b5105ffd91ae63f403a11931b \ - --hash=sha256:49ad8a8cead2b56051aa84d7fce3e1335efe68df3cf6c058f22a65513885baac \ - --hash=sha256:5251d5ece3a81815bae9abab41cf7ddb7bcb8f56411bce0827f4a3071c92fdc6 \ - --hash=sha256:60cf7fc43a99da0a853345cf86d23738c03983ee5249613a6305d3e57a5dca74 \ - --hash=sha256:681c92a07796325778a79d76c67011764ecc9042a8c3579332b61b63ae512075 \ - --hash=sha256:6b591fcad34e272a5b02607485e4f2a1334aebf1bc6d16ce8eb1eb8978ac2021 \ - --hash=sha256:7551659ba4f1e1074e9623996f28c3873682530aee0a846b7f2f066239228144 \ - --hash=sha256:7716d62015477a70ea272d2d68cd7cad140f61c52ee452e133e139abfe2c17ba \ - --hash=sha256:7c2c7e20bcfcc946dc67187c203463f5e932e395845d098cc2a93f5b67ca0b47 \ - --hash=sha256:8b301fc150290ca90b4fccd079829b84bb4786747584ae08b94b4577d82fb791 \ - --hash=sha256:8ddedb73c8c08928c793df2f3401ec26f95be7f7e516a7bee2fbb546f6676113 \ - --hash=sha256:987f09cfe418237812896a6736b81b1af02a3a6dcb4b4944425c4c4fca7a7cf8 \ - --hash=sha256:bee693ada985e7045997f05f081d0e12c4c08bd7626dc397f8a7c487e6c04f7f \ - --hash=sha256:c5b48db1ee344a805a1b9bd2cda9b6b65fe77ed3787bd6e87ad5521141d317cd \ - --hash=sha256:d0da85329eaf196e03e90b84c2d0aca53bd4573d097a75f99609e80775f98025 \ - --hash=sha256:d972fbe95ddc0d3c0fc49b31a8a69f47db35c1e3699bf316421705741aab6653 \ - --hash=sha256:e23717ce4186b265f69afa66e6f0069fe7efbf331546f5c313d00e123dc84583 \ - --hash=sha256:fc360b70c815bf340ed56c7b8c63aacf11762a4b099b2fe2c9bd6d6068668c08 +hf-xet==1.5.0 \ + --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \ + --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \ + --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \ + --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \ + --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \ + --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \ + --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \ + --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \ + --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \ + --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \ + --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \ + --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \ + --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \ + --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \ + --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \ + --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \ + --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \ + --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \ + --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \ + --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \ + --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \ + --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \ + --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \ + --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \ + --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a # via huggingface-hub hiredis==3.3.1 \ --hash=sha256:002fc0201b9af1cc8960e27cdc501ad1f8cdd6dbadb2091c6ddbd4e5ace6cb77 \ @@ -1902,6 +2083,10 @@ httpx-sse==0.4.3 \ --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \ --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d # via mcp +huey==2.6.0 \ + --hash=sha256:1b9df9d370b49c6d5721ba8a01ac9a787cf86b3bdc584e4679de27b920395c3f \ + --hash=sha256:8d11f8688999d65266af1425b831f6e3773e99415027177b8734b0ffd5e251f6 + # via mlflow huggingface-hub==0.36.2 \ --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \ --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270 @@ -1926,9 +2111,9 @@ identify==2.6.19 \ --hash=sha256:20e6a87f786f768c092a721ad107fc9df0eb89347be9396cadf3f4abbd1fb78a \ --hash=sha256:6be5020c38fcb07da56c53733538a3081ea5aa70d36a156f83044bfbf9173842 # via pre-commit -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1949,6 +2134,7 @@ importlib-metadata==8.7.1 \ --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151 # via # dask + # mlflow-skinny # opentelemetry-api importlib-resources==7.1.0 \ --hash=sha256:0722d4c6212489c530f2a145a34c0a7a3b4721bc96a15fada5930e2a0b760708 \ @@ -1991,9 +2177,13 @@ isoduration==20.11.0 \ --hash=sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9 \ --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042 # via jsonschema -jedi==0.19.2 \ - --hash=sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0 \ - --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9 +itsdangerous==2.2.0 \ + --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef \ + --hash=sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173 + # via flask +jedi==0.20.0 \ + --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \ + --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011 # via ipython jinja2==3.1.6 \ --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \ @@ -2001,6 +2191,7 @@ jinja2==3.1.6 \ # via # feast (pyproject.toml) # altair + # flask # great-expectations # jupyter-server # jupyterlab @@ -2085,9 +2276,9 @@ jupyter-lsp==2.3.1 \ --hash=sha256:71b954d834e85ff3096400554f2eefaf7fe37053036f9a782b0f7c5e42dadb81 \ --hash=sha256:fdf8a4aa7d85813976d6e29e95e6a2c8f752701f926f2715305249a3829805a6 # via jupyterlab -jupyter-server==2.17.0 \ - --hash=sha256:c38ea898566964c888b4772ae1ed58eca84592e88251d2cfc4d171f81f7e99d5 \ - --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f +jupyter-server==2.18.2 \ + --hash=sha256:06b4f40d8a7a00bb39d5216859c81374a0e7cfefe6d8a5a7facc5a5c37c679a7 \ + --hash=sha256:fa5e46539ded65791838035a2b6001f13e54d5f64b8b3752eb1e91fdd641a5b8 # via # jupyter-lsp # jupyterlab @@ -2120,6 +2311,125 @@ jwcrypto==1.5.7 \ --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \ --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0 # via python-keycloak +kiwisolver==1.5.0 \ + --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \ + --hash=sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679 \ + --hash=sha256:0255a027391d52944eae1dbb5d4cc5903f57092f3674e8e544cdd2622826b3f0 \ + --hash=sha256:0b85aad90cea8ac6797a53b5d5f2e967334fa4d1149f031c4537569972596cb8 \ + --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276 \ + --hash=sha256:0c50b89ffd3e1a911c69a1dd3de7173c0cd10b130f56222e57898683841e4f96 \ + --hash=sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e \ + --hash=sha256:0df54df7e686afa55e6f21fb86195224a6d9beb71d637e8d7920c95cf0f89aac \ + --hash=sha256:0e3aafb33aed7479377e5e9a82e9d4bf87063741fc99fc7ae48b0f16e32bdd6f \ + --hash=sha256:12e91c215a96e39f57989c8912ae761286ac5a9584d04030ceb3368a357f017a \ + --hash=sha256:1465387ac63576c3e125e5337a6892b9e99e0627d52317f3ca79e6930d889d15 \ + --hash=sha256:16b85d37c2cbb3253226d26e64663f755d88a03439a9c47df6246b35defbdfb7 \ + --hash=sha256:1b0feb50971481a2cc44d94e88bdb02cdd497618252ae226b8eb1201b957e368 \ + --hash=sha256:1d49a49ac4cbfb7c1375301cd1ec90169dfeae55ff84710d782260ce77a75a02 \ + --hash=sha256:1d9daea4ea6b9be74fe2f01f7fbade8d6ffab263e781274cffca0dba9be9eec9 \ + --hash=sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681 \ + --hash=sha256:1f1489f769582498610e015a8ef2d36f28f505ab3096d0e16b4858a9ec214f57 \ + --hash=sha256:2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27 \ + --hash=sha256:295d9ffe712caa9f8a3081de8d32fc60191b4b51c76f02f951fd8407253528f4 \ + --hash=sha256:2a075bd7bd19c70cf67c8badfa36cf7c5d8de3c9ddb8420c51e10d9c50e94920 \ + --hash=sha256:32cc0a5365239a6ea0c6ed461e8838d053b57e397443c0ca894dcc8e388d4374 \ + --hash=sha256:332b4f0145c30b5f5ad9374881133e5aa64320428a57c2c2b61e9d891a51c2f3 \ + --hash=sha256:377815a8616074cabbf3f53354e1d040c35815a134e01d7614b7692e4bf8acfa \ + --hash=sha256:38f4a703656f493b0ad185211ccfca7f0386120f022066b018eb5296d8613e23 \ + --hash=sha256:3ac2360e93cb41be81121755c6462cff3beaa9967188c866e5fce5cf13170859 \ + --hash=sha256:3c4923e404d6bcd91b6779c009542e5647fef32e4a5d75e115e3bbac6f2335eb \ + --hash=sha256:3cdcb35dc9d807259c981a85531048ede628eabcffb3239adf3d17463518992d \ + --hash=sha256:41024ed50e44ab1a60d3fe0a9d15a4ccc9f5f2b1d814ff283c8d01134d5b81bc \ + --hash=sha256:413b820229730d358efd838ecbab79902fe97094565fdc80ddb6b0a18c18a581 \ + --hash=sha256:4432b835675f0ea7414aab3d37d119f7226d24869b7a829caeab49ebda407b0c \ + --hash=sha256:4db576bb8c3ef9365f8b40fe0f671644de6736ae2c27a2c62d7d8a1b4329f099 \ + --hash=sha256:4e7f886f47ab881692f278ae901039a234e4025a68e6dfab514263a0b1c4ae05 \ + --hash=sha256:4e9750bc21b886308024f8a54ccb9a2cc38ac9fa813bf4348434e3d54f337ff9 \ + --hash=sha256:5060731cc3ed12ca3a8b57acd4aeca5bbc2f49216dd0bec1650a1acd89486bcd \ + --hash=sha256:50847dca5d197fcbd389c805aa1a1cf32f25d2e7273dc47ab181a517666b68cc \ + --hash=sha256:5092eb5b1172947f57d6ea7d89b2f29650414e4293c47707eb499ec07a0ac796 \ + --hash=sha256:5124d1ea754509b09e53738ec185584cc609aae4a3b510aaf4ed6aa047ef9303 \ + --hash=sha256:51e8c4084897de9f05898c2c2a39af6318044ae969d46ff7a34ed3f96274adca \ + --hash=sha256:530a3fd64c87cffa844d4b6b9768774763d9caa299e9b75d8eca6a4423b31314 \ + --hash=sha256:56fa888f10d0f367155e76ce849fa1166fc9730d13bd2d65a2aa13b6f5424489 \ + --hash=sha256:58f812017cd2985c21fbffb4864d59174d4903dd66fa23815e74bbc7a0e2dd57 \ + --hash=sha256:59cd8683f575d96df5bb48f6add94afc055012c29e28124fcae2b63661b9efb1 \ + --hash=sha256:5ae8e62c147495b01a0f4765c878e9bfdf843412446a247e28df59936e99e797 \ + --hash=sha256:5b233ea3e165e43e35dba1d2b8ecc21cf070b45b65ae17dd2747d2713d942021 \ + --hash=sha256:6176c1811d9d5a04fa391c490cc44f451e240697a16977f11c6f722efb9041db \ + --hash=sha256:62f59da443c4f4849f73a51a193b1d9d258dcad0c41bc4d1b8fb2bcc04bfeb22 \ + --hash=sha256:6783e069732715ad0c3ce96dbf21dbc2235ab0593f2baf6338101f70371f4028 \ + --hash=sha256:6ab8ba9152203feec73758dad83af9a0bbe05001eb4639e547207c40cfb52083 \ + --hash=sha256:70d593af6a6ca332d1df73d519fddb5148edb15cd90d5f0155e3746a6d4fcc65 \ + --hash=sha256:72ec46b7eba5b395e0a7b63025490d3214c11013f4aacb4f5e8d6c3041829588 \ + --hash=sha256:7a32f72973f0f950c1920475d5c5ea3d971b81b6f0ec53b8d0a956cc965f22e0 \ + --hash=sha256:7a4aa69609f40fce3cbc3f87b2061f042eee32f94b8f11db707b66a26461591a \ + --hash=sha256:7c60d3c9b06fb23bd9c6139281ccbdc384297579ae037f08ae90c69f6845c0b1 \ + --hash=sha256:800ee55980c18545af444d93fdd60c56b580db5cc54867d8cbf8a1dc0829938c \ + --hash=sha256:80aa065ffd378ff784822a6d7c3212f2d5f5e9c3589614b5c228b311fd3063ac \ + --hash=sha256:86e0287879f75621ae85197b0877ed2f8b7aa57b511c7331dce2eb6f4de7d476 \ + --hash=sha256:893ff3a711d1b515ba9da14ee090519bad4610ed1962fbe298a434e8c5f8db53 \ + --hash=sha256:89fc958c702ee9a745e4700378f5d23fddbc46ff89e8fdbf5395c24d5c1452a3 \ + --hash=sha256:8c63c91f95173f9c2a67c7c526b2cea976828a0e7fced9cdcead2802dc10f8a4 \ + --hash=sha256:8df31fe574b8b3993cc61764f40941111b25c2d9fea13d3ce24a49907cd2d615 \ + --hash=sha256:8f9baf6f0a6e7571c45c8863010b45e837c3ee1c2c77fcd6ef423be91b21fedb \ + --hash=sha256:9027d773c4ff81487181a925945743413f6069634d0b122d0b37684ccf4f1e18 \ + --hash=sha256:9190426b7aa26c5229501fa297b8d0653cfd3f5a36f7990c264e157cbf886b3b \ + --hash=sha256:940dda65d5e764406b9fb92761cbf462e4e63f712ab60ed98f70552e496f3bf1 \ + --hash=sha256:94eff26096eb5395136634622515b234ecb6c9979824c1f5004c6e3c3c85ccd2 \ + --hash=sha256:9eed0f7edbb274413b6ee781cca50541c8c0facd3d6fd289779e494340a2b85c \ + --hash=sha256:ad4ae4ffd1ee9cd11357b4c66b612da9888f4f4daf2f36995eda64bd45370cac \ + --hash=sha256:b0f172dc8ffaccb8522d7c5d899de00133f2f1ca7b0a49b7da98e901de87bf2d \ + --hash=sha256:b2af221f268f5af85e776a73d62b0845fc8baf8ef0abfae79d29c77d0e776aaf \ + --hash=sha256:b7d335370ae48a780c6e6a6bbfa97342f563744c39c35562f3f367665f5c1de2 \ + --hash=sha256:b83af57bdddef03c01a9138034c6ff03181a3028d9a1003b301eb1a55e161a3f \ + --hash=sha256:bb5136fb5352d3f422df33f0c879a1b0c204004324150cc3b5e3c4f310c9049f \ + --hash=sha256:bc4d8e252f532ab46a1de9349e2d27b91fce46736a9eedaa37beaca66f574ed4 \ + --hash=sha256:bdd3e53429ff02aa319ba59dfe4ceeec345bf46cf180ec2cf6fd5b942e7975e9 \ + --hash=sha256:be12f931839a3bdfe28b584db0e640a65a8bcbc24560ae3fdb025a449b3d754e \ + --hash=sha256:be4a51a55833dc29ab5d7503e7bcb3b3af3402d266018137127450005cdfe737 \ + --hash=sha256:beb7f344487cdcb9e1efe4b7a29681b74d34c08f0043a327a74da852a6749e7b \ + --hash=sha256:bf4679a3d71012a7c2bf360e5cd878fbd5e4fcac0896b56393dec239d81529ed \ + --hash=sha256:c0e1403fd7c26d77c1f03e096dc58a5c726503fa0db0456678b8668f76f521e3 \ + --hash=sha256:c31c13da98624f957b0fb1b5bae5383b2333c2c3f6793d9825dd5ce79b525cb7 \ + --hash=sha256:c438f6ca858697c9ab67eb28246c92508af972e114cac34e57a6d4ba17a3ac08 \ + --hash=sha256:c8277104ded0a51e699c8c3aff63ce2c56d4ed5519a5f73e0fd7057f959a2b9e \ + --hash=sha256:c95cab08d1965db3d84a121f1c7ce7479bdd4072c9b3dafd8fecce48a2e6b902 \ + --hash=sha256:cc0b66c1eec9021353a4b4483afb12dfd50e3669ffbb9152d6842eb34c7e29fd \ + --hash=sha256:cdee07c4d7f6d72008d3f73b9bf027f4e11550224c7c50d8df1ae4a37c1402a6 \ + --hash=sha256:ce9bf03dad3b46408c08649c6fbd6ca28a9fce0eb32fdfffa6775a13103b5310 \ + --hash=sha256:cff8e5383db4989311f99e814feeb90c4723eb4edca425b9d5d9c3fefcdd9537 \ + --hash=sha256:d168fda2dbff7b9b5f38e693182d792a938c31db4dac3a80a4888de603c99554 \ + --hash=sha256:d1ffeb80b5676463d7a7d56acbe8e37a20ce725570e09549fe738e02ca6b7e1e \ + --hash=sha256:d36ca54cb4c6c4686f7cbb7b817f66f5911c12ddb519450bbe86707155028f87 \ + --hash=sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a \ + --hash=sha256:d5cd5189fc2b6a538b75ae45433140c4823463918f7b1617c31e68b085c0022c \ + --hash=sha256:d618fd27420381a4f6044faa71f46d8bfd911bd077c555f7138ed88729bfbe79 \ + --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e \ + --hash=sha256:daae526907e262de627d8f70058a0f64acc9e2641c164c99c8f594b34a799a16 \ + --hash=sha256:db485b3847d182b908b483b2ed133c66d88d49cacf98fd278fadafe11b4478d1 \ + --hash=sha256:dd952e03bfbb096cfe2dd35cd9e00f269969b67536cb4370994afc20ff2d0875 \ + --hash=sha256:dda366d548e89a90d88a86c692377d18d8bd64b39c1fb2b92cb31370e2896bbd \ + --hash=sha256:e315e5ec90d88e140f57696ff85b484ff68bb311e36f2c414aa4286293e6dee0 \ + --hash=sha256:e4415a8db000bf49a6dd1c478bf70062eaacff0f462b92b0ba68791a905861f9 \ + --hash=sha256:e7a116ae737f0000343218c4edf5bd45893bfeaff0993c0b215d7124c9f77646 \ + --hash=sha256:e7c4c09a490dc4d4a7f8cbee56c606a320f9dc28cf92a7157a39d1ce7676a657 \ + --hash=sha256:ebae99ed6764f2b5771c522477b311be313e8841d2e0376db2b10922daebbba4 \ + --hash=sha256:ec4c85dc4b687c7f7f15f553ff26a98bfe8c58f5f7f0ac8905f0ba4c7be60232 \ + --hash=sha256:ed3a984b31da7481b103f68776f7128a89ef26ed40f4dc41a2223cda7fb24819 \ + --hash=sha256:f18c2d9782259a6dc132fdc7a63c168cbc74b35284b6d75c673958982a378384 \ + --hash=sha256:f1f9f4121ec58628c96baa3de1a55a4e3a333c5102c8e94b64e23bf7b2083309 \ + --hash=sha256:f42c23db5d1521218a3276bb08666dcb662896a0be7347cba864eca45ff64ede \ + --hash=sha256:f443b4825c50a51ee68585522ab4a1d1257fac65896f282b4c6763337ac9f5d2 \ + --hash=sha256:f6764a4ccab3078db14a632420930f6186058750df066b8ea2a7106df91d3203 \ + --hash=sha256:f7c7553b13f69c1b29a5bde08ddc6d9d0c8bfb84f9ed01c30db25944aeb852a7 \ + --hash=sha256:fa6248cd194edff41d7ea9425ced8ca3a6f838bfb295f6f1d6e6bb694a8518df \ + --hash=sha256:fa8eb9ecdb7efb0b226acec134e0d709e87a909fa4971a54c0c4f6e88635484c \ + --hash=sha256:fc20894c3d21194d8041a28b65622d5b86db786da6e3cfe73f0c762951a61167 \ + --hash=sha256:fc4d3f1fb9ca0ae9f97b095963bc6326f1dbfd3779d6679a1e016b9baaa153d3 \ + --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \ + --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398 + # via matplotlib kube-authkit==0.4.0 \ --hash=sha256:1df61ac392fca96c8f5ae8c3d6e9918f1e1655d212434b3c3da5f92cc23b660d \ --hash=sha256:3bf5fc6ddc882498040118c907628ea68789f9a947454c241972008be59601a3 @@ -2349,9 +2659,13 @@ makefun==1.16.0 \ --hash=sha256:43baa4c3e7ae2b17de9ceac20b669e9a67ceeadff31581007cca20a07bbe42c4 \ --hash=sha256:e14601831570bff1f6d7e68828bcd30d2f5856f24bad5de0ccb22921ceebc947 # via great-expectations -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +mako==1.3.12 \ + --hash=sha256:8f61569480282dbf557145ce441e4ba888be453c30989f879f0d652e39f53ea9 \ + --hash=sha256:9f778e93289bd410bb35daadeb4fc66d95a746f0b75777b942088b7fd7af550a + # via alembic +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich marko==2.2.2 \ --hash=sha256:6940308e655f63733ca518c47a68ec9510279dbb916c83616e4c4b5829f052e8 \ @@ -2448,22 +2762,81 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via + # flask # jinja2 + # mako # nbconvert # werkzeug marshmallow==3.26.2 \ --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \ --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57 # via great-expectations -matplotlib-inline==0.2.1 \ - --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76 \ - --hash=sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe +matplotlib==3.10.9 \ + --hash=sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9 \ + --hash=sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42 \ + --hash=sha256:172db52c9e683f5d12eaf57f0f54834190e12581fe1cc2a19595a8f5acb4e77d \ + --hash=sha256:1872fb212a05b729e649754a72d5da61d03e0554d76e80303b6f83d1d2c0552b \ + --hash=sha256:1aa972116abb4c9d201bf245620b433726cb6856f3bef6a78f776a00f5c92d37 \ + --hash=sha256:1e7698ac9868428e84d2c967424803b2472ff7167d9d6590d4204ed775343c3b \ + --hash=sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456 \ + --hash=sha256:3225f4e1edcb8c86c884ddf79ebe20ecd0a67d30188f279897554ccd8fded4dc \ + --hash=sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f \ + --hash=sha256:345f6f68ecc8da0ca56fad2ea08fde1a115eda530079eca185d50a7bc3e146c6 \ + --hash=sha256:34cf8167e023ad956c15f36302911d5406bd99a9862c1a8499ea6f7c0e015dc2 \ + --hash=sha256:3fc0364dfbe1d07f6d15c5ebd0c5bf89e126916e5a8667dd4a7a6e84c36653d4 \ + --hash=sha256:41cb28c2bd769aa3e98322c6ab09854cbcc52ab69d2759d681bba3e327b2b320 \ + --hash=sha256:42fb814efabe95c06c1994d8ab5a8385f43a249e23badd3ba931d4308e5bca20 \ + --hash=sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf \ + --hash=sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c \ + --hash=sha256:51bf0ddbdc598e060d46c16b5590708f81a1624cefbaaf62f6a81bf9285b8c80 \ + --hash=sha256:56fc0bd271b00025c6edfdc7c2dcd247372c8e1544971d62e1dc7c17367e8bf9 \ + --hash=sha256:59476c6d29d612b8e9bb6ce8c5b631be6ba8f9e3a2421f22a02b192c7dd28716 \ + --hash=sha256:6640f75af2c6148293caa0a2b39dd806a492dd66c8a8b04035813e33d0fd2585 \ + --hash=sha256:68cfdcede415f7c8f5577b03303dd94526cdb6d11036cecdc205e08733b2d2bb \ + --hash=sha256:6b63d9c7c769b88ab81e10dc86e4e0607cf56817b9f9e6cf24b2a5f1693b8e38 \ + --hash=sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4 \ + --hash=sha256:6c63ebcd8b4b169eb2f5c200552ae6b8be8999a005b6b507ed76fb8d7d674fe2 \ + --hash=sha256:77210dce9cb8153dffc967efaae990543392563d5a376d4dd8539bebcb0ed217 \ + --hash=sha256:7a8d66a55def891c33147ba3ba9bfcabf0b526a43764c818acbb4525e5ed0838 \ + --hash=sha256:82368699727bfb7b0182e1aa13082e3c08e092fa1a25d3e1fd92405bff96f6d4 \ + --hash=sha256:82834c3c292d24d3a8aae77cd2d20019de69d692a34a970e4fdb8d33e2ea3dda \ + --hash=sha256:8e436d155fa8a3399dc62683f8f5d0e2e50d25d0144a73edd73f82eec8f4abfb \ + --hash=sha256:8f3bcac1ca5ed000a6f4337d47ba67dfddf37ed6a46c15fd7f014997f7bf865f \ + --hash=sha256:97e35e8d39ccc85859095e01a53847432ba9a53ddf7986f7a54a11b73d0e143f \ + --hash=sha256:985f2238880e2e69093f588f5fe2e46771747febf0649f3cf7f7b7480875317f \ + --hash=sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c \ + --hash=sha256:a5a6104ed666402ba5106d7f36e0e0cdca4e8d7fa4d39708ca88019e2835a2eb \ + --hash=sha256:aba1615dabe83188e19d4f75a253c6a08423e04c1425e64039f800050a69de6b \ + --hash=sha256:ae20801130378b82d647ff5047c07316295b68dc054ca6b3c13519d0ea624285 \ + --hash=sha256:ae2f11957b27ce53497dd4d7b235c4d4f1faf383dfb39d0c5beb833bff883294 \ + --hash=sha256:b049278ddce116aaa1c1377ebf58adea909132dfce0281cf7e3a1ea9fc2e2c65 \ + --hash=sha256:b1b745c489cd1a77a0dc1120a05dc87af9798faebc913601feb8c73d89bf2d1e \ + --hash=sha256:b2b9516251cb89ff618d757daec0e2ed1bf21248013844a853d87ef85ab3081d \ + --hash=sha256:b580440f1ff81a0e34122051a3dfabb7e4b7f9e380629929bde0eff9af72165f \ + --hash=sha256:ba7b3b8ef09eab7df0e86e9ae086faa433efbfbdb46afcb3aa16aabf779469a8 \ + --hash=sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39 \ + --hash=sha256:d091f9d758b34aaaaa6331d13574bf01891d903b3dec59bfff458ef7551de5d6 \ + --hash=sha256:d730e984eddf56974c3e72b6129c7ca462ac38dc624338f4b0b23eb23ecba00f \ + --hash=sha256:d75d11c949914165976c621b2324f9ef162af7ebf4b057ddf95dd1dba7e5edcf \ + --hash=sha256:d843374407c4017a6403b59c6c81606773d136f3259d5b6da3131bc814542cc2 \ + --hash=sha256:da4e09638420548f31c354032a6250e473c68e5a4e96899b4844cf39ddea23fe \ + --hash=sha256:de2445a0c6690d21b7eb6ce071cebad6d40a2e9bdf10d039074a96ba19797b99 \ + --hash=sha256:dfca0129678bd56379db26c52b5d77ed7de314c047492fbdc763aa7501710cfb \ + --hash=sha256:e9fae004b941b23ff2edcf1567a857ed77bafc8086ffa258190462328434faf8 \ + --hash=sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1 \ + --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921 \ + --hash=sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba \ + --hash=sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358 + # via mlflow +matplotlib-inline==0.2.2 \ + --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \ + --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79 # via # ipykernel # ipython -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -2481,12 +2854,24 @@ minio==7.2.11 \ --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \ --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5 # via feast (pyproject.toml) -mistune==3.2.0 \ - --hash=sha256:708487c8a8cdd99c9d90eb3ed4c3ed961246ff78ac82f03418f5183ab70e398a \ - --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1 +mistune==3.2.1 \ + --hash=sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048 \ + --hash=sha256:7c8e5501d38bac1582e067e46c8343f17d57ea1aaa735823f3aba1fd59c88a28 # via # great-expectations # nbconvert +mlflow==3.12.0 \ + --hash=sha256:227ee31c6abf7ae3b3c38d4ca87c356e107578740c1efee89da43f2a5b9e3b47 \ + --hash=sha256:e1c28ed4c48557cc52c766f17f1ca5826753ddf241d43f30f99c45f7ea6b3ce0 + # via feast (pyproject.toml) +mlflow-skinny==3.12.0 \ + --hash=sha256:0498f3697abcabcc6204c432ef179840f6a7a34ce123837c98c1913064fda6dd \ + --hash=sha256:74d27066bc9553d281e0c31d25f07deb39dbe99d190e4f7c257703e5c8ee6d10 + # via mlflow +mlflow-tracing==3.12.0 \ + --hash=sha256:8702a34a1d4f1517ba904d716f5a8fca4675e6526f7d164d02bdaabececa2d80 \ + --hash=sha256:c6072553f47b42505dc7ee62946688a4a0dde8f06b78fbc60e946397b20e1518 + # via mlflow mmh3==5.2.1 \ --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \ --hash=sha256:0634581290e6714c068f4aa24020acf7880927d1f0084fa753d9799ae9610082 \ @@ -2957,83 +3342,84 @@ notebook-shim==0.2.4 \ # via # jupyterlab # notebook -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # accelerate # altair + # contourpy # dask # datasets # db-dtypes @@ -3043,6 +3429,8 @@ numpy==2.4.4 \ # great-expectations # ibis-framework # imageio + # matplotlib + # mlflow # opencv-python-headless # pandas # pandas-gbq @@ -3054,6 +3442,7 @@ numpy==2.4.4 \ # scipy # sentence-transformers # shapely + # skops # tifffile # torchvision # transformers @@ -3079,8 +3468,8 @@ opencv-python-headless==4.13.0.92 \ --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \ --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d # via easyocr -openlineage-python==1.46.0 \ - --hash=sha256:f6228a01d34990e76ede5b55b3f99169e54e2e624814c4493f064b9cb1bfba37 +openlineage-python==1.47.1 \ + --hash=sha256:44ca34b0b38c9a49f6b7200ace37612334a34a455361af29adcfb80e27d258dd # via feast (pyproject.toml) openpyxl==3.1.5 \ --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \ @@ -3094,6 +3483,8 @@ opentelemetry-api==1.41.1 \ --hash=sha256:0ad1814d73b875f84494387dae86ce0b12c68556331ce6ce8fe789197c949621 \ --hash=sha256:a22df900e75c76dc08440710e51f52f1aa6b451b429298896023e60db5b3139f # via + # mlflow-skinny + # mlflow-tracing # opentelemetry-exporter-prometheus # opentelemetry-sdk # opentelemetry-semantic-conventions @@ -3104,125 +3495,130 @@ opentelemetry-exporter-prometheus==0.62b1 \ opentelemetry-proto==1.27.0 \ --hash=sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6 \ --hash=sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace - # via ray + # via + # mlflow-skinny + # mlflow-tracing + # ray opentelemetry-sdk==1.41.1 \ --hash=sha256:724b615e1215b5aeacda0abb8a6a8922c9a1853068948bd0bd225a56d0c792e6 \ --hash=sha256:edee379c126c1bce952b0c812b48fe8ff35b30df0eecf17e98afa4d598b7d85d # via + # mlflow-skinny + # mlflow-tracing # opentelemetry-exporter-prometheus # ray opentelemetry-semantic-conventions==0.62b1 \ --hash=sha256:c5cc6e04a7f8c7cdd30be2ed81499fa4e75bfbd52c9cb70d40af1f9cd3619802 \ --hash=sha256:cf506938103d331fbb78eded0d9788095f7fd59016f2bda813c3324e5a74a93c # via opentelemetry-sdk -oracledb==3.4.2 \ - --hash=sha256:00c79448017f367bb7ab6900efe0706658a53768abea2b4519a4c9b2d5743890 \ - --hash=sha256:0e16fe3d057e0c41a23ad2ae95bfa002401690773376d476be608f79ac74bf05 \ - --hash=sha256:0f04a2d62073407672f114d02529921de0677c6883ed7c64d8d1a3c04caa3238 \ - --hash=sha256:1617a1db020346883455af005efbefd51be2c4d797e43b1b38455a19f8526b48 \ - --hash=sha256:19fa80ef84f85ad74077aa626067bbe697e527bd39604b4209f9d86cb2876b89 \ - --hash=sha256:1e4930d7f6584832dcc15b8ca415a7957b0c45f5aa7c4f88702e070e5c53bf93 \ - --hash=sha256:23aa07c1eaca17ae74c6fdc86b218f58484d56452958aead1aa460c0596a76c1 \ - --hash=sha256:31b7ee83c23d0439778303de8a675717f805f7e8edb5556d48c4d8343bcf14f5 \ - --hash=sha256:3df8eee1410d25360599968b1625b000f10c5ae0e47274031a7842a9dc418890 \ - --hash=sha256:404ec1451d0448653ee074213b87d6c5bd65eaa74b50083ddf2c9c3e11c71c71 \ - --hash=sha256:46e0f2278ff1fe83fbc33a3b93c72d429323ec7eed47bc9484e217776cd437e5 \ - --hash=sha256:55397e7eb43bb7017c03a981c736c25724182f5210951181dfe3fab0e5d457fb \ - --hash=sha256:574c8280d49cbbe21dbe03fc28356d9b9a5b9e300ebcde6c6d106e51453a7e65 \ - --hash=sha256:59ad6438f56a25e8e1a4a3dd1b42235a5d09ab9ba417ff2ad14eae6596f3d06f \ - --hash=sha256:5d7befb014174c5ae11c3a08f5ed6668a25ab2335d8e7104dca70d54d54a5b3a \ - --hash=sha256:5ed78d7e7079a778062744ccf42141ce4806818c3f4dd6463e4a7edd561c9f86 \ - --hash=sha256:643c25d301a289a371e37fcedb59e5fa5e54fb321708e5c12821c4b55bdd8a4d \ - --hash=sha256:6d85622664cc88d5a82bbd7beccb62cd53bd272c550a5e15e7d5f8ae6b86f1f1 \ - --hash=sha256:9f434a739405557bd57cb39b62238142bb27855a524a70dc6d397a2a8c576c9d \ - --hash=sha256:a7396664e592881225ba66385ee83ce339d864f39003d6e4ca31a894a7e7c552 \ - --hash=sha256:ac25a0448fc830fb7029ad50cd136cdbfcd06975d53967e269772cc5cb8c203a \ - --hash=sha256:b1095d95d0c8b37e4d0e17cf1928919cb59222b6344362a1cf6a2f3ca205a28a \ - --hash=sha256:b26a10f9c790bd141ffc8af68520803ed4a44a9258bf7d1eea9bfdd36bd6df7f \ - --hash=sha256:b8e4b8a852251cef09038b75f30fce1227010835f4e19cfbd436027acba2697c \ - --hash=sha256:b974caec2c330c22bbe765705a5ac7d98ec3022811dec2042d561a3c65cb991b \ - --hash=sha256:d7ce75c498bff758548ec6e4424ab4271aa257e5887cc436a54bc947fd46199a \ - --hash=sha256:d8d75e4f879b908be66cce05ba6c05791a5dbb4a15e39abc01aa25c8a2492bd9 \ - --hash=sha256:e068ef844a327877bfefbef1bc6fb7284c727bb87af80095f08d95bcaf7b8bb2 \ - --hash=sha256:f8ea989965a4f636a309444bd696ab877bba373d5d67bf744785f9bd8c560865 \ - --hash=sha256:f93cae08e8ed20f2d5b777a8602a71f9418389c661d2c937e84d94863e7e7011 \ - --hash=sha256:ff3c89cecea62af8ca02aa33cab0f2edc0214c747eac7d3364ed6b2640cb55e4 +oracledb==4.0.0 \ + --hash=sha256:19d445b62973da05fde2f7f9fe1f811e3b18de4f9c6699f3c921af5ef75494bf \ + --hash=sha256:1d3e46c81baf932752d5dfa25e9c63faea65ef17d5c0650558547b8784c929a1 \ + --hash=sha256:22e33228d6955db8a69c8c83ee4b392a534c86f9493647ea3f511c2f5df08dd4 \ + --hash=sha256:244ebe47c4a4e32bc07a4206192de04d92fbfeb72bf11a01493e3a710bd4b19a \ + --hash=sha256:4582f87e56c2a2e3a74942f087c096525543e92fb59d3758e41d41145b809c52 \ + --hash=sha256:4e47a130120181b8226daf9e928e3c22107c1d03d9ac5f6b891360677a811787 \ + --hash=sha256:4fcbbd8977d8d91ae0d931ce21cda0048f9685e6cc29c9a84b49a769a2511b08 \ + --hash=sha256:62b36249e8db777cd6a2b56be768642d055c89df3cbcfb5d6a3b4dc2426b34df \ + --hash=sha256:6c65366200b44c0a71b927cd813628f0d993b098c61cc82c54c53bccb0dd0d80 \ + --hash=sha256:6fc3dd6ce0fb1d8ca865bdf39183e663b1dd5e2d585327feffedf379a05e3abb \ + --hash=sha256:758ac5a56e872eb517cbae5d28574b200d7b2b28c793ee31b6ce4938777d8364 \ + --hash=sha256:80434a5aa393833bfde853e9e2943671cab219b3081c34aad1974df73c21e04d \ + --hash=sha256:893acd019ee45184e85ef1b5f1ba425ab4da3e8ed4dab1339b7ef329d3658ffc \ + --hash=sha256:8974532ca43f50bc6c41b9efd78219121d3fa52c673d9790da12468d06fcf59f \ + --hash=sha256:8dd447f52482779f6cde277eaf7d734c7ac8f07f4d4e3d3609510f6033dfd0b8 \ + --hash=sha256:922c59a7fcdc44c93dac852b33b9ebae202614235e0ed235e632bf8d5ca4dd55 \ + --hash=sha256:997a4cd0f563b5a1aa92aeb9bdd70e67e3789f0d1a418600a7256b27e6c8947f \ + --hash=sha256:a1c22feae372978861786c65560498dbb36e32d7447318499694d4504c67c043 \ + --hash=sha256:a3a0221ccb33fb47b46cc3fbe587d80144e0ae6237ded5b3c58e8f6c674f02dc \ + --hash=sha256:a7e2c3d99a691e71b4eeb9efbefdfae4dcdfe3bb78abf05a5d9b1a5e65ce8ea0 \ + --hash=sha256:aad06930cf7a99914c863e6e550111b452560bef82b25bd9650541d5c7622837 \ + --hash=sha256:b691fbca4c83e72773c1bee17df5dfced4f01334ea48242262430074cc5a9b36 \ + --hash=sha256:b94a53c2524f4b9522a3091abdb12a2d8e1ac80a83456f7278d2165c3ec54482 \ + --hash=sha256:bad1d5101cd6191271ab89ec372ad8ca119dac9453f59b7be948bdebf6cd5a55 \ + --hash=sha256:ccf0b875850109a77ab932b03dbfa6c98e4eb011545465008d32e7a7207e8e9a \ + --hash=sha256:cd83db5710e26502352c4ce3f5b5e29f202223f9dade089a28daeb688083d0db \ + --hash=sha256:d4b36f906f2e6812d2e4bc1fe965d50670a3fd552cef66bcb2da892e946bba0c \ + --hash=sha256:dc96cf923b62baae45bf698f4e80407b5640d9760682ce5d424e847bf9e20298 \ + --hash=sha256:e29d9c9db167ade1c1649123c8f7cadf248f8e7f66f86335ec5b66b97f70f684 \ + --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \ + --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6 # via ibis-framework -orjson==3.11.8 \ - --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \ - --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \ - --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \ - --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \ - 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--hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \ + --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \ + --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \ + --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \ + --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \ + --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \ + --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \ + --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \ + --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \ + --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \ + --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \ + --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \ + --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81 # via trino overrides==7.7.0 \ --hash=sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a \ @@ -3251,6 +3647,9 @@ packaging==26.2 \ # jupyterlab-server # lazy-loader # marshmallow + # matplotlib + # mlflow-skinny + # mlflow-tracing # nbconvert # openlineage-python # pandas-gbq @@ -3258,6 +3657,7 @@ packaging==26.2 \ # ray # safetensors # scikit-image + # skops # snowflake-connector-python # sphinx # transformers @@ -3329,6 +3729,7 @@ pandas==2.3.3 \ # google-cloud-bigquery # great-expectations # ibis-framework + # mlflow # pandas-gbq # pymilvus # ray @@ -3341,17 +3742,17 @@ pandocfilters==1.5.1 \ --hash=sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e \ --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc # via nbconvert -paramiko==4.0.0 \ - --hash=sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9 \ - --hash=sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f +paramiko==5.0.0 \ + --hash=sha256:36763b5b95c2a0dcfdf1abc48e48156ee425b21efe2f0e787c2dd5a95c0e5e79 \ + --hash=sha256:b7044611c30140d9a75261653210e2002977b71a0497ff3ba0d98d7edbf62f7c # via openshift-client parsimonious==0.11.0 \ --hash=sha256:32e3818abf9f05b3b9f3b6d87d128645e30177e91f614d2277d88a0aea98fae2 \ --hash=sha256:e080377d98957beec053580d38ae54fcdf7c470fb78670ba4bf8b5f9d5cad2a9 # via singlestoredb -parso==0.8.6 \ - --hash=sha256:2b9a0332696df97d454fa67b81618fd69c35a7b90327cbe6ba5c92d2c68a7bfd \ - --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff +parso==0.8.7 \ + --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \ + --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1 # via jedi parsy==2.2 \ --hash=sha256:5e981613d9d2d8b68012d1dd0afe928967bea2e4eefdb76c2f545af0dd02a9e7 \ @@ -3484,12 +3885,13 @@ pillow==11.3.0 \ # docling-parse # easyocr # imageio + # matplotlib # python-pptx # scikit-image # torchvision -pip==26.1 \ - --hash=sha256:4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1 \ - --hash=sha256:81e13ebcca3ffa8cc85e4deff5c27e1ee26dea0aa7fc2f294a073ac208806ff3 +pip==26.1.1 \ + --hash=sha256:99cb1c2899893b075ff56e4ed0af55669a955b49ad7fb8d8603ecdaf4ed653fb \ + --hash=sha256:d36762751d156a4ee895de8af39aa0abeeeb577f93a2eca6ab62467bbf0f8a78 # via pip-tools pip-tools==7.5.3 \ --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \ @@ -3521,9 +3923,13 @@ pre-commit==3.3.1 \ --hash=sha256:218e9e3f7f7f3271ebc355a15598a4d3893ad9fc7b57fe446db75644543323b9 \ --hash=sha256:733f78c9a056cdd169baa6cd4272d51ecfda95346ef8a89bf93712706021b907 # via feast (pyproject.toml) -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prettytable==3.17.0 \ + --hash=sha256:59f2590776527f3c9e8cf9fe7b66dd215837cca96a9c39567414cbc632e8ddb0 \ + --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287 + # via skops +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via # feast (pyproject.toml) # jupyter-server @@ -3533,135 +3939,134 @@ prompt-toolkit==3.0.52 \ --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \ --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955 # via ipython -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \ - --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \ - --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \ - --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \ - --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \ - --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - 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--hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \ - --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \ - --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \ - --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \ - --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \ - --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \ - --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \ - --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \ - --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \ - --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \ - --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \ - --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \ - 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--hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # via # google-api-core # google-cloud-bigquery-storage @@ -3681,6 +4086,7 @@ protobuf==4.25.9 \ --hash=sha256:d49b615e7c935194ac161f0965699ac84df6112c378e05ec53da65d2e4cbb6d4 # via # feast (pyproject.toml) + # databricks-sdk # google-api-core # google-cloud-bigquery-storage # google-cloud-bigtable @@ -3692,6 +4098,8 @@ protobuf==4.25.9 \ # grpcio-status # grpcio-testing # grpcio-tools + # mlflow-skinny + # mlflow-tracing # mypy-protobuf # opentelemetry-proto # proto-plus @@ -3806,9 +4214,9 @@ psycopg-binary==3.2.5 \ --hash=sha256:ee6d8f489a9b116ea8dc797664a50671585a4ca20573359f067858e1231cc217 \ --hash=sha256:efb878d08dd49d7d9d18512e791b418a1171d08f935475eec98305f0886b7c14 # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg ptyprocess==0.7.0 \ --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \ @@ -3842,57 +4250,57 @@ 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==23.0.1 \ + --hash=sha256:00be9576d970c31defb5c32eb72ef585bf600ef6d0a82d5eccaae96639cf9d07 \ + --hash=sha256:07deae7783782ac7250989a7b2ecde9b3c343a643f82e8a4df03d93b633006f0 \ + --hash=sha256:0ae6e17c828455b6265d590100c295193f93cc5675eb0af59e49dbd00d2de350 \ + --hash=sha256:0b95a3994f015be13c63148fef8832e8a23938128c185ee951c98908a696e0eb \ + --hash=sha256:17cd28e906c18af486a499422740298c52d7c6795344ea5002a7720b4eadf16d \ + --hash=sha256:26d50dee49d741ac0e82185033488d28d35be4d763ae6f321f97d1140eb7a0e9 \ + --hash=sha256:29f7f7419a0e30264ea261fdc0e5fe63ce5a6095003db2945d7cd78df391a7e1 \ + --hash=sha256:33d648dc25b51fd8055c19e4261e813dfc4d2427f068bcecc8b53d01b81b0500 \ + --hash=sha256:3a4c85ef66c134161987c17b147d6bffdca4566f9a4c1d81a0a01cdf08414ea5 \ + --hash=sha256:3c30143b17161310f151f4a2bcfe41b5ff744238c1039338779424e38579d701 \ + --hash=sha256:3f91c038b95f71ddfc865f11d5876c42f343b4495535bd262c7b321b0b94507c \ + --hash=sha256:3fab8f82571844eb3c460f90a75583801d14ca0cc32b1acc8c361650e006fd56 \ + --hash=sha256:46718a220d64677c93bc243af1d44b55998255427588e400677d7192671845c7 \ + --hash=sha256:4982d71350b1a6e5cfe1af742c53dfb759b11ce14141870d05d9e540d13bc5d1 \ + --hash=sha256:527e8d899f14bd15b740cd5a54ad56b7f98044955373a17179d5956ddb93d9ce \ + --hash=sha256:564baf97c858ecc03ec01a41062e8f4698abc3e6e2acd79c01c2e97880a19730 \ + --hash=sha256:5abde149bb3ce524782d838eb67ac095cd3fd6090eba051130589793f1a7f76d \ + --hash=sha256:5c16ed4f53247fa3ffb12a14d236de4213a4415d127fe9cebed33d51671113e2 \ + --hash=sha256:5df1161da23636a70838099d4aaa65142777185cc0cdba4037a18cee7d8db9ca \ + --hash=sha256:5f4763b83c11c16e5f4c15601ba6dfa849e20723b46aa2617cb4bffe8768479f \ + --hash=sha256:6b8fda694640b00e8af3c824f99f789e836720aa8c9379fb435d4c4953a756b8 \ + --hash=sha256:6f0147ee9e0386f519c952cc670eb4a8b05caa594eeffe01af0e25f699e4e9bb \ + --hash=sha256:7044b442f184d84e2351e5084600f0d7343d6117aabcbc1ac78eb1ae11eb4125 \ + --hash=sha256:71c5be5cbf1e1cb6169d2a0980850bccb558ddc9b747b6206435313c47c37677 \ + --hash=sha256:76e823d0e86b4fb5e1cf4a58d293036e678b5a4b03539be933d3b31f9406859f \ + --hash=sha256:7707d2b6673f7de054e2e83d59f9e805939038eebe1763fe811ee8fa5c0cd1a7 \ + --hash=sha256:813d99f31275919c383aab17f0f455a04f5a429c261cc411b1e9a8f5e4aaaa05 \ + --hash=sha256:86ff03fb9f1a320266e0de855dee4b17da6794c595d207f89bba40d16b5c78b9 \ + --hash=sha256:8ff51b1addc469b9444b7c6f3548e19dc931b172ab234e995a60aea9f6e6025f \ + --hash=sha256:9b6f4f17b43bc39d56fec96e53fe89d94bac3eb134137964371b45352d40d0c2 \ + --hash=sha256:9fc13fc6c403d1337acab46a2c4346ca6c9dec5780c3c697cf8abfd5e19b6b37 \ + --hash=sha256:a09f3876e87f48bc2f13583ab551f0379e5dfb83210391e68ace404181a20690 \ + --hash=sha256:a35581e856a2fafa12f3f54fce4331862b1cfb0bef5758347a858a4aa9d6bae8 \ + --hash=sha256:a62e1899e3078bf65943078b3ad2a6ddcacf2373bc06379aac61b1e548a75814 \ + --hash=sha256:b8c5873e33440b2bc2f4a79d2b47017a89c5a24116c055625e6f2ee50523f019 \ + --hash=sha256:bf5842f960cddd2ef757d486041d57c96483efc295a8c4a0e20e704cbbf39c67 \ + --hash=sha256:c2139549494445609f35a5cda4eb94e2c9e4d704ce60a095b342f82460c73a83 \ + --hash=sha256:c250248f1fe266db627921c89b47b7c06fee0489ad95b04d50353537d74d6886 \ + --hash=sha256:c33b5bf406284fd0bba436ed6f6c3ebe8e311722b441d89397c54f871c6863a2 \ + --hash=sha256:cd395abf8f91c673dd3589cadc8cc1ee4e8674fa61b2e923c8dd215d9c7d1f41 \ + --hash=sha256:cecfb12ef629cf6be0b1887f9f86463b0dd3dc3195ae6224e74006be4736035a \ + --hash=sha256:d0744403adabef53c985a7f8a082b502a368510c40d184df349a0a8754533258 \ + --hash=sha256:db2190fa79c80a23fdd29fef4b8992893f024ae7c17d2f5f4db7171fa30c2c78 \ + --hash=sha256:ddf743e82f69dcd6dbbcb63628895d7161e04e56794ef80550ac6f3315eeb1d5 \ + --hash=sha256:df088e8f640c9fae3b1f495b3c64755c4e719091caf250f3a74d095ddf3c836d \ + --hash=sha256:e052a211c5ac9848ae15d5ec875ed0943c0221e2fcfe69eee80b604b4e703222 \ + --hash=sha256:f00f993a8179e0e1c9713bcc0baf6d6c01326a406a9c23495ec1ba9c9ebf2919 \ + --hash=sha256:f4b0dbfa124c0bb161f8b5ebb40f1a680b70279aa0c9901d44a2b5a20806039f \ + --hash=sha256:fa8e51cb04b9f8c9c5ace6bab63af9a1f88d35c0d6cbf53e8c17c098552285e1 \ + --hash=sha256:fed7020203e9ef273360b9e45be52a2a47d3103caf156a30ace5247ffb51bdbd # via # feast (pyproject.toml) # dask @@ -3901,6 +4309,7 @@ pyarrow==24.0.0 \ # deltalake # google-cloud-bigquery # ibis-framework + # mlflow # pandas-gbq # ray # snowflake-connector-python @@ -4005,9 +4414,9 @@ pycryptodome==3.23.0 \ --hash=sha256:e3f2d0aaf8080bda0587d58fc9fe4766e012441e2eed4269a77de6aea981c8be \ --hash=sha256:eb8f24adb74984aa0e5d07a2368ad95276cf38051fe2dc6605cbcf482e04f2a7 # via minio -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # codeflare-sdk @@ -4020,134 +4429,136 @@ pydantic==2.13.3 \ # fastapi-mcp # great-expectations # mcp + # mlflow-skinny + # mlflow-tracing # pydantic-settings # qdrant-client # ray -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - 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--hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \ + --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # docling # docling-core @@ -4417,14 +4828,16 @@ pyodbc==5.3.0 \ # via # feast (pyproject.toml) # ibis-framework -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyparsing==3.3.2 \ --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \ --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc - # via great-expectations + # via + # great-expectations + # matplotlib pypdfium2==4.30.0 \ --hash=sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e \ --hash=sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29 \ @@ -4500,112 +4913,146 @@ pytest-xdist==3.8.0 \ --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \ --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1 # via feast (pyproject.toml) -python-bidi==0.6.7 \ - --hash=sha256:01ff2fd676ef8351f32e820b2d3b61eac875a21702d2118263a2641b458e1996 \ - --hash=sha256:05fe5971110013610f0db40505d0b204edc756e92eafac1372a464f8b9162b11 \ - --hash=sha256:06650a164e63e94dc8a291cc9d415b4027cb1cce125bc9b02dac0f34d535ed47 \ - --hash=sha256:0cb75e8a410166fd677d55095e505bf6a4773c066f51efbda72d302ebc56e79b \ - --hash=sha256:0dbb4bbae212cca5bcf6e522fe8f572aff7d62544557734c2f810ded844d9eea \ - --hash=sha256:0f86e447e94ae78db7d56e7da2124c435eaee4425c87d3d92aea271317811112 \ - --hash=sha256:11c51579e01f768446a7e13a0059fea1530936a707abcbeaad9467a55cb16073 \ - --hash=sha256:1395e236c71f11267860b53293a33b19b991b06e0f4ac61045b892e6a99d96f2 \ - --hash=sha256:17572944e6d8fb616d111fc702c759da2bf7cedab85a3e4fa2af0c9eb95ed438 \ - --hash=sha256:19737d217088ef27014f98eac1827c5913e6fb1dea96332ed84ede61791070d9 \ - --hash=sha256:1ba28642928d1c8fdb18b0632fe931f156e888c646326a3ad8eb3e55ee904951 \ - --hash=sha256:1c061207212cd1db27bf6140b96dcd0536246f1e13e99bb5d03f4632f8e2ad7f \ - --hash=sha256:1c5fb99f774748de283fadf915106f130b74be1bade934b7f73a7a8488b95da1 \ - --hash=sha256:1dd0a5ec0d8710905cebb4c9e5018aa8464395a33cb32a3a6c2a951bf1984fe5 \ - --hash=sha256:24388c77cb00b8aa0f9c84beb7e3e523a3dac4f786ece64a1d8175a07b24da72 \ - --hash=sha256:24a4a268289bbe80ad7da3064d7325f1571173859e8ad75d2f99075d5278b02b \ - --hash=sha256:24afff65c581a5d6f658a9ec027d6719d19a1d8a4401000fdb22d2eeb677b8e3 \ - --hash=sha256:257d6dd0e07221f1dc8720fa61158471f5aae30d5f89837c38a026386151c250 \ - --hash=sha256:26a8fe0d532b966708fc5f8aea0602107fde4745a8a5ae961edd3cf02e807d07 \ - --hash=sha256:2a93b0394cc684d64356b0475858c116f1e335ffbaba388db93bf47307deadfa \ - --hash=sha256:2d28e2bdcadf5b6161bb4ee9313ce41eac746ba57e744168bf723a415a11af05 \ - --hash=sha256:349b89c3110bd25aa56d79418239ca4785d4bcc7a596e63bb996a9696fc6a907 \ - --hash=sha256:3a85275dfc24a96629da058c4c2fc93af6390aefe2f7cdde1500b6ac3fd40ca0 \ - --hash=sha256:3b63d19f3f56ff7f99bce5ca9ef8c811dbf0f509d8e84c1bc06105ed26a49528 \ - --hash=sha256:3b96744e4709f4445788a3645cea7ef8d7520ccd4fa8bbbfb3b650702e12c1e6 \ - --hash=sha256:414004fe9cba33d288ff4a04e1c9afe6a737f440595d01b5bbed00d750296bbd \ - --hash=sha256:4283f8b517411cc81b3c92d11998981fe54ac0d2300f4c58d803e0c071aba1ba \ - --hash=sha256:4636d572b357ab9f313c5340915c1cf51e3e54dd069351e02b6b76577fd1a854 \ - --hash=sha256:47deaada8949af3a790f2cd73b613f9bfa153b4c9450f91c44a60c3109a81f73 \ - --hash=sha256:49639743f1230648fd4fb47547f8a48ada9c5ca1426b17ac08e3be607c65394c \ - --hash=sha256:4c73cd980d45bb967799c7f0fc98ea93ae3d65b21ef2ba6abef6a057720bf483 \ - --hash=sha256:4d84e70923392f8c9611f0fb6b341577346ef6224f3809b05f0ae1fbf8f17578 \ - --hash=sha256:4ea928c31c7364098f853f122868f6f2155d6840661f7ea8b2ccfdf6084eb9f4 \ - --hash=sha256:5013ba963e9da606c4c03958cc737ebd5f8b9b8404bd71ab0d580048c746f875 \ - 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--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 # via easyocr python-dateutil==2.9.0 \ --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \ @@ -4617,10 +5064,12 @@ python-dateutil==2.9.0 \ # botocore # elasticsearch # google-cloud-bigquery + # graphene # great-expectations # ibis-framework # jupyter-client # kubernetes + # matplotlib # moto # openlineage-python # pandas @@ -4633,6 +5082,7 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via + # mlflow-skinny # pydantic-settings # pymilvus # testcontainers @@ -4645,19 +5095,18 @@ python-keycloak==4.2.2 \ --hash=sha256:1d43a1accd4a038ed39317fcb3eb78211df6c75bbcbc4c482c99ee76327136f2 \ --hash=sha256:5137fd87c69031a372a578df96bae96b9aead2c9dad976613bc978e9e0246a1e # via feast (pyproject.toml) -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp python-pptx==1.0.2 \ --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \ --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095 # via docling -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via - # clickhouse-connect # great-expectations # pandas # snowflake-connector-python @@ -4746,6 +5195,7 @@ pyyaml==6.0.3 \ # huggingface-hub # jupyter-events # kubernetes + # mlflow-skinny # openlineage-python # openshift-client # pre-commit @@ -4851,26 +5301,26 @@ pyzmq==27.1.0 \ # ipykernel # jupyter-client # jupyter-server -qdrant-client==1.17.1 \ - --hash=sha256:22f990bbd63485ed97ba551a4c498181fcb723f71dcab5d6e4e43fe1050a2bc0 \ - --hash=sha256:6cda4064adfeaf211c751f3fbc00edbbdb499850918c7aff4855a9a759d56cbd +qdrant-client==1.18.0 \ + --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \ + --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4 # via feast (pyproject.toml) -ray[data, default]==2.53.0 \ - --hash=sha256:14f46363e9b4cf0c1c8b4d8623ec337c5bd408377831b5e5b50067930137bbca \ - --hash=sha256:4108280d8a1cb90d7d68e5c954c35e63b8bb9a4ba15f88c5e7da0e2025647712 \ - --hash=sha256:4a1bb3fe09ab4cd0d16ddc96b9f60c9ed83b3f93b87aa8506e0d3b746fd4e825 \ - --hash=sha256:4db914a0a6dd608fa49c066929a1282745a2dbd73caee67d7b80fe684ca65bdd \ - --hash=sha256:4dbb5fce1364763f29741055f50abe33cf726397141f9cc0e845dd3cc963e455 \ - --hash=sha256:65e2ce58d3dc6baa3cf45824d889c1968ebde565ee54dfd80a98af8f31af8e4a \ - --hash=sha256:7196e5358dfcc8211be864f45e6dfe4827202df294af3c7a76ff8fbc080e0522 \ - --hash=sha256:73dbbaa7962a7f5e38aa8cf9483e0e9817205e989aa3dc859c738c2af1ae01df \ - --hash=sha256:85b472ab6fb8f1189f8cef81913fd91b24dd69b3fa7dcca7e144827bd924f6c0 \ - --hash=sha256:90faf630d20b6abf3135997fb3edb5842134aff92e04ee709865db04816d97ef \ - --hash=sha256:a0bbb98b0b0f25a3ee075ca10171e1260e70b6bc690cd509ecd7ce1228af854d \ - --hash=sha256:b828c147f9ff2f277b1d254e4fe9a746fdfaee7e313a93a97c7edf4dae9b81a4 \ - --hash=sha256:bd3ec4c342776ddac23ae2b108c64f5939f417ccc4875900d586c7c978463269 \ - --hash=sha256:d8b95d047d947493803fb8417aea31225dcacdab15afdc75b8a238901949d457 \ - --hash=sha256:eb000c17f7301071fdd15c44c4cd3ac0f7953bb4c7c227e61719fe7048195bcd +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 # via codeflare-sdk redis==7.4.0 \ --hash=sha256:64a6ea7bf567ad43c964d2c30d82853f8df927c5c9017766c55a1d1ed95d18ad \ @@ -4883,131 +5333,132 @@ referencing==0.37.0 \ # jsonschema # jsonschema-specifications # jupyter-events -regex==2026.4.4 \ - --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \ - --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \ - --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \ - --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \ - --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \ - --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \ - --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \ - --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \ - --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \ - --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \ - --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \ - --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \ - --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \ - --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \ - --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \ - --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \ - --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \ - --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \ - --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \ - --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \ - --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \ - --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \ - --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \ - 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--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 # via # feast (pyproject.toml) # parsimonious # transformers -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # azure-core + # databricks-sdk # datasets # docker # docling @@ -5020,6 +5471,7 @@ requests==2.33.1 \ # jupyterlab-server # kube-authkit # kubernetes + # mlflow-skinny # moto # msal # openlineage-python @@ -5207,25 +5659,25 @@ ruamel-yaml==0.17.17 \ --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \ --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f # via great-expectations -ruff==0.15.12 \ - --hash=sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b \ - --hash=sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33 \ - --hash=sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0 \ - --hash=sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002 \ - --hash=sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339 \ - --hash=sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e \ - --hash=sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847 \ - --hash=sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f \ - --hash=sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6 \ - --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d \ - --hash=sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20 \ - --hash=sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd \ - --hash=sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c \ - --hash=sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5 \ - --hash=sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6 \ - --hash=sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c \ - --hash=sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5 \ - --hash=sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5 +ruff==0.15.13 \ + --hash=sha256:1c26d2f66163deeb6e08d8b39fbbe983ce3c71cea06a6d7591cfd1421793c629 \ + --hash=sha256:2471da9bd1068c8c064b5fd9c0c4b6dddffd6369cb1cd68b29993b1709ff1b21 \ + --hash=sha256:2e2e39bff6c341f4b577a21b801326fab0b11847f48fcaa83f00a113c9b3cb55 \ + --hash=sha256:4044f94208b3b05ba0fc4a4abd0558cf4d6459bd18325eead7fd8cc66f909b41 \ + --hash=sha256:444b580fc72fd6887e650acd3e575e18cdc79dbcf42fb4030b491057921f61f8 \ + --hash=sha256:6590d009e7cb7ebf36f83dbdd44a3fa48a0994ff6f1cdc1b08006abe58f98dc7 \ + --hash=sha256:7064884d442b7d477b4e7473d12da7f08851d2b1982763c5d3f388a19468a1a4 \ + --hash=sha256:768494eb08b9cee54e2fd27969966f74db5a57f6eaa7a90fcb3306af34dfc4bd \ + --hash=sha256:7ef823f817fcd191dc934e984be9cf4094f808effa16f2542ad8e821ba02bbf2 \ + --hash=sha256:8cb74dd33bb2f6613faf7fc03b660053b5ac4f80e706d5788c6335e2a8048d51 \ + --hash=sha256:9dbd6f94b434f896308e4d57fb7bfde0d02b99f7a64b3bdab0fdfa6a864203a5 \ + --hash=sha256:ae9c17e5eb4430c154e76abc25d79a318190f5a997f38fb6b114416c5319ffc9 \ + --hash=sha256:bf3259f3be4d181bda591da5db2571aed6853c6a048157756448020bc6c5cd22 \ + --hash=sha256:cc411dfebe5eebe55ce041c6ae080eb7668955e866daa2fbb16692a784f1c4ca \ + --hash=sha256:e8d9a8e08013542e94d3220bc5b62cc3e5ef87c5f74bff367d3fac14fab013e6 \ + --hash=sha256:f345a13937bd7f09f6f5d19fa0721b0c103e00e7f62bc67089a8e5e037719e0b \ + --hash=sha256:f9d89f17f7ba7fb2ed42921f0df75da797a9a5d71bc39049e2c687cf2baf44b7 \ + --hash=sha256:fb75f9a3a7e42ffe117d734494e6c5e5cb3565d66e12612cb63d0e572a41a5b6 # via feast (pyproject.toml) s3transfer==0.13.1 \ --hash=sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724 \ @@ -5351,7 +5803,9 @@ scikit-learn==1.8.0 \ --hash=sha256:fe1c011a640a9f0791146011dfd3c7d9669785f9fed2b2a5f9e207536cf5c2fd # via # feast (pyproject.toml) + # mlflow # sentence-transformers + # skops scipy==1.17.1 \ --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \ --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \ @@ -5418,9 +5872,11 @@ scipy==1.17.1 \ # docling # easyocr # great-expectations + # mlflow # scikit-image # scikit-learn # sentence-transformers + # skops semchunk==3.2.5 \ --hash=sha256:ee15e9a06a69a411937dd8fcf0a25d7ef389c5195863140436872a02c95b0218 \ --hash=sha256:fd09cc5f380bd010b8ca773bd81893f7eaf11d37dd8362a83d46cedaf5dae076 @@ -5429,9 +5885,9 @@ send2trash==2.1.0 \ --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \ --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459 # via jupyter-server -sentence-transformers==5.4.1 \ - --hash=sha256:436bcb1182a0ff42a8fb2b1c43498a70d0a75b688d182f2cd0d1dd115af61ddc \ - --hash=sha256:a6d640fc363849b63affb8e140e9d328feabab86f83d58ac3e16b1c28140b790 +sentence-transformers==5.5.0 \ + --hash=sha256:75313fdcc2397ec4b58297c25d6187fcca5a6b2aeb09570a72eff5a3223d8d58 \ + --hash=sha256:9cec675e68bfe09d07466d1f13ab06d1d79d60a0f45b154baf433bde6ae159cb # via feast (pyproject.toml) setuptools==80.10.2 \ --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \ @@ -5531,10 +5987,18 @@ six==1.17.0 \ # python-dateutil # rfc3339-validator # thriftpy2 -smart-open==7.6.0 \ - --hash=sha256:2a78f454610a826aa688065b54b4a0a9b12a5599fa61d5190e9bac2df5e5f53f \ - --hash=sha256:44717f46b5ff276fac03b88e5d13d1c416f064f3b7b081381b0fa8889004bd7e +skops==0.14.0 \ + --hash=sha256:60a5db78a9db46ccee2139a0ba13ab5afb1c96f4749b382e75a371291bbe3e36 \ + --hash=sha256:6c8c0e047f691a3a582c3258943eecafcbfd79c8c7eef66260f3703e363254f0 + # via mlflow +smart-open==7.6.1 \ + --hash=sha256:4347996e7ba21db7cd1e059632e0b30395407e4f6c660d2ddffc8f2a9ae5f990 \ + --hash=sha256:b4de6aebef023aca91cc9fb372052e1343ba3f152de215bd22391a663e3ddd21 # via ray +smmap==5.0.3 \ + --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \ + --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f + # via gitdb sniffio==1.3.1 \ --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \ --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc @@ -5546,32 +6010,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -5673,39 +6137,38 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:e06e617e3d4fd9e51d385dfe45b077a41e9d1b033a7702551e3278ac597dc750 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 - # via feast (pyproject.toml) -sqlglot[rs]==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 + # via + # feast (pyproject.toml) + # alembic + # mlflow +sqlglot[rs]==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via # feast (pyproject.toml) # ibis-framework -sqlglotc==30.6.0 \ - --hash=sha256:003b15bbe3f3a4a63313baeb3f090906cf0172fe007ab24974c612a577f56c61 \ - --hash=sha256:05861b5d74ae4b0a5a6e6a9309a8a975d9572c2bf1eb9634a33af9189eb7d333 \ - --hash=sha256:0b907206ef36fd8f0c28da4c5b8c8f896bd67826da0d765616e6c950689ac849 \ - --hash=sha256:0e1aae195008c1d87ed1b1543bceed1408ae8ecf146571b3029e98b23a19c59c \ - --hash=sha256:16291ee3da0276df2689cc139df41d8723cf6014aca979f307fb75a898b0d3e8 \ - --hash=sha256:27d6c22375395f1fdfe8a5d80b5fb781ca7849e29c7db7dfb11edb466a5b7a4d \ - --hash=sha256:2b50aba396d4622c201a9dd933b51cd6858b5af5ebbcf7db1af35db7e83ece48 \ - --hash=sha256:4a5beba24625bc14070992fdddc7aed22df912007882f31f27b0e88d7b7d9445 \ - --hash=sha256:4c84a933816374b6167d9347e488fb4a357bb0e3be2e8e820dafeb3c9948feab \ - --hash=sha256:4d45ee83e1f72ee94045ccfd13e51fa7d822548f50e9d20d3d42e127bcd9f453 \ - --hash=sha256:4eb6f349c21d5a3e39733db5416e57ec171ca3b1c17b02badfdbe55d9a3666a5 \ - --hash=sha256:61a1e4f533955db0bfd4219883bfab1f2030753ffaebc9cbb4e950dfbcae3db7 \ - --hash=sha256:63b02231cc2f10d63df373fa02f3e03b4216e94c6f32ccdfd11adc770dc95fb7 \ - --hash=sha256:6e8dab3b9f84c9b591ecd1fb0920b800c08dd6c38eda3be91176fc239d3c94bc \ - --hash=sha256:7acdb7b15f060bacea01e1c68d1dd70471f03bda89478ca0ee96bac3df03d0a7 \ - --hash=sha256:87437d4f32c1dc61c3ef046dc39b9fe119ac2e2e5253e33351f1a62ba802942a \ - --hash=sha256:875c6925f3d70aa1bc4bcc405090a12deec01de71193e7229f114c5ecf39f725 \ - --hash=sha256:949f5d457c8c98998ed06d060873370d7553077ab3c2db9569acda5887cd6ce7 \ - --hash=sha256:c69c9dbe4dfab74329294d07b2956ca9a03123089a1923f3d299a21d4b66898d \ - --hash=sha256:cb4b5a532fb35ce415aea6d360fe202278b46cc59c07318b97401930a1584e35 \ - --hash=sha256:cfba6244f52bcdffe22a35334d48d741aed3077c20bb7aa9bb511c21fd766438 \ - --hash=sha256:dd781790c3fc6cb82e6c00836f7f9ab33941cf2b9dca173d7b9f41c37c78d114 \ - --hash=sha256:e397befde3d08d870a8f1c7bd80d7abc68ee119c472143ab196709319e205af4 \ - --hash=sha256:f0a37ad865b106005cb5d36efd537a412912477c83cbca1579ee45f17d73fe54 \ - --hash=sha256:fb977d427a196a620aa60b71d4b66d60c3d015c9004e7393162d4771fb435406 +sqlglotc==30.8.0 \ + --hash=sha256:02ead13bbaf56a7eb0fdf1eb6ea23b1d70857901a60ea5118e09151ca4051712 \ + --hash=sha256:172ea79fcdcf3795134dcdff03995681c60bdc0c0874d43dc06ab06fecc0ae25 \ + --hash=sha256:1863950ef7f41467fe32f7cc55d10d4d747f2b532023c82ccbb44693e6911bc9 \ + --hash=sha256:2dcdf0a8e9f07f9cd95eb0b6e653352f85862feee0fb6e7a48251e888ae42a5c \ + --hash=sha256:3176d7a5dc4c97d462ef3a73eb32e513033cf61fc5a794d5e2a310621d078d9b \ + --hash=sha256:4fad7bceb63f831ec0ec07b5199a7e3f7448323354b9dd7b6f262b501cd76185 \ + --hash=sha256:62dfdd3ad97d80034ebf8d8117d15fff936aa9aa8394139f0f5f05aac25dc36b \ + --hash=sha256:6576f7979a506ff5cab4af781c058c0a9caa654d2cd4a864c96c2d785f44711c \ + --hash=sha256:7068fcfd64ebcedc10bd174b69e0d8d312a89a18772f6312e51a8d3bb1757f1d \ + --hash=sha256:86c974ec80867180f5bb9a67b9d801095a59b3b046da6df5d989c1572629b2ec \ + --hash=sha256:960ddda931beb89ae01f8d7c10fa72c486d4d04b077672f94978adb976adc60f \ + --hash=sha256:9f2dc50e2ca234c40dce5d5a3dfb212c6ed73278043225ac1b0ab577a2db1815 \ + --hash=sha256:ac64dd30ecc20421e0133883db4e10c3699354c592513aeb50b1ee243a8a5c60 \ + --hash=sha256:b7dca8aedfdd8f50694e04ea55b040e2cb685dcaf600ca4ea5dd0a141a6a6835 \ + --hash=sha256:be6257bdbdf2fd2a4daea46c0781542b69e94d968ba745374721dc96d0e55d02 \ + --hash=sha256:c445f11b470475848b75a03bc3d8ef765cf86e098c4f5003701838da435d492a \ + --hash=sha256:e6fa017c3fbcf28b1b259e254995949733bafa2d94f3c9398e4cc4230394f8e7 \ + --hash=sha256:ed86cbfc5b2b292e0474ca9fcf71b82b39aef150d968d8ac97d35a8ab85c43cd \ + --hash=sha256:f5f17e336a073d7087271468155cb401687e931b5b61d6438233278c2a636baf \ + --hash=sha256:f640eb821b7bf82e21557f3683f4db89302a9bac4680e8ff53dd951ad7e995d8 \ + --hash=sha256:f79acd23fcf6ef2e5ef42df26010f699134b3653ff40cb3e403fed083e3e38dc # via sqlglot sqlglotrs==0.13.0 \ --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \ @@ -5722,20 +6185,25 @@ sqlparams==6.2.0 \ --hash=sha256:3744a2ad16f71293db6505b21fd5229b4757489a9b09f3553656a1ae97ba7ca5 \ --hash=sha256:63b32ed9051bdc52e7e8b38bc4f78aed51796cdd9135e730f4c6a7db1048dedf # via singlestoredb -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sqlparse==0.5.5 \ + --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \ + --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e + # via mlflow-skinny +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp stack-data==0.6.3 \ --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \ --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695 # via ipython -starlette==1.0.0 \ - --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ - --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b +starlette==0.52.1 \ + --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74 \ + --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933 # via # fastapi # mcp + # mlflow-skinny # sse-starlette sympy==1.14.0 \ --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \ @@ -5837,9 +6305,9 @@ tifffile==2026.3.3 \ --hash=sha256:d9a1266bed6f2ee1dd0abde2018a38b4f8b2935cb843df381d70ac4eac5458b7 \ --hash=sha256:e8be15c94273113d31ecb7aa3a39822189dd11c4967e3cc88c178f1ad2fd1170 # via scikit-image -timm==1.0.26 \ - --hash=sha256:985c330de5ccc3a2aa0224eb7272e6a336084702390bb7e3801f3c91603d3683 \ - --hash=sha256:f66f082f2f381cf68431c22714c8b70f723837fa2a185b155961eab90f2d5b10 +timm==1.0.27 \ + --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \ + --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89 # via feast (pyproject.toml) tinycss2==1.4.0 \ --hash=sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7 \ @@ -5926,9 +6394,9 @@ tomli==2.4.1 \ # via # coverage # fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -5938,35 +6406,35 @@ toolz==1.1.0 \ # dask # ibis-framework # partd -torch==2.11.0 \ - --hash=sha256:01018087326984a33b64e04c8cb5c2795f9120e0d775ada1f6638840227b04d7 \ - --hash=sha256:0f68f4ac6d95d12e896c3b7a912b5871619542ec54d3649cf48cc1edd4dd2756 \ - --hash=sha256:1b32ceda909818a03b112006709b02be1877240c31750a8d9c6b7bf5f2d8a6e5 \ - --hash=sha256:1e6debd97ccd3205bbb37eb806a9d8219e1139d15419982c09e23ef7d4369d18 \ - --hash=sha256:2658f34ce7e2dabf4ec73b45e2ca68aedad7a5be87ea756ad656eaf32bf1e1ea \ - --hash=sha256:2b4e811728bd0cc58fb2b0948fe939a1ee2bf1422f6025be2fca4c7bd9d79718 \ - --hash=sha256:2bb3cc54bd0dea126b0060bb1ec9de0f9c7f7342d93d436646516b0330cd5be7 \ - --hash=sha256:2c0d7fcfbc0c4e8bb5ebc3907cbc0c6a0da1b8f82b1fc6e14e914fa0b9baf74e \ - --hash=sha256:4b5866312ee6e52ea625cd211dcb97d6a2cdc1131a5f15cc0d87eec948f6dd34 \ - --hash=sha256:4cf8687f4aec3900f748d553483ef40e0ac38411c3c48d0a86a438f6d7a99b18 \ - --hash=sha256:4dc8b3809469b6c30b411bb8c4cad3828efd26236153d9beb6a3ec500f211a60 \ - --hash=sha256:4dda3b3f52d121063a731ddb835f010dc137b920d7fec2778e52f60d8e4bf0cd \ - --hash=sha256:563ed3d25542d7e7bbc5b235ccfacfeb97fb470c7fee257eae599adb8005c8a2 \ - --hash=sha256:63a68fa59de8f87acc7e85a5478bb2dddbb3392b7593ec3e78827c793c4b73fd \ - --hash=sha256:73e24aaf8f36ab90d95cd1761208b2eb70841c2a9ca1a3f9061b39fc5331b708 \ - --hash=sha256:7aa2f9bbc6d4595ba72138026b2074be1233186150e9292865e04b7a63b8c67a \ - --hash=sha256:7b6a60d48062809f58595509c524b88e6ddec3ebe25833d6462eeab81e5f2ce4 \ - --hash=sha256:8245477871c3700d4370352ffec94b103cfcb737229445cf9946cddb7b2ca7cd \ - --hash=sha256:8b394322f49af4362d4f80e424bcaca7efcd049619af03a4cf4501520bdf0fb4 \ - --hash=sha256:98bb213c3084cfe176302949bdc360074b18a9da7ab59ef2edc9d9f742504778 \ - --hash=sha256:a97b94bbf62992949b4730c6cd2cc9aee7b335921ee8dc207d930f2ed09ae2db \ - --hash=sha256:ab9a8482f475f9ba20e12db84b0e55e2f58784bdca43a854a6ccd3fd4b9f75e6 \ - --hash=sha256:b2a43985ff5ef6ddd923bbcf99943e5f58059805787c5c9a2622bf05ca2965b0 \ - --hash=sha256:b3c712ae6fb8e7a949051a953fc412fe0a6940337336c3b6f905e905dac5157f \ - --hash=sha256:cc89b9b173d9adfab59fd227f0ab5e5516d9a52b658ae41d64e59d2e55a418db \ - --hash=sha256:d91aac77f24082809d2c5a93f52a5f085032740a1ebc9252a7b052ef5a4fddc6 \ - --hash=sha256:f99924682ef0aa6a4ab3b1b76f40dc6e273fca09f367d15a524266db100a723f \ - --hash=sha256:fbf39280699d1b869f55eac536deceaa1b60bd6788ba74f399cc67e60a5fab10 +torch==2.12.0 \ + --hash=sha256:10802fd383bbfed646212e765a72c37d2185205d4f26eb197a254e8ac7ddcb25 \ + --hash=sha256:10ee1448a9f304d3b987eb4656f664ba6e4d7b410ca7a5a7c642199777a2cf88 \ + --hash=sha256:1834bd984f8a2f4f16bdfbeecca9146184b220aa46276bf5756735b5dae12812 \ + --hash=sha256:2140e373e9a51a3e22ef62e8d14366d0b470d18f0adf19fdc757368077133a34 \ + --hash=sha256:3fee918902090ade827643e758e98363278815de583c75d111fdd665ebffde9f \ + --hash=sha256:415c1b8d0412f67551c8e89a2daca0fb3e56694af0281ba155eaa9da481f58b4 \ + --hash=sha256:4b4f64c2c2b11f7510d93dd6412b87025ff6eddd6bb61c3b5a3d892ea20c4756 \ + --hash=sha256:5d6b560dfa7d56291c07d615c3bb73e8d9943d9b6d87f76cd0d9d570c4797fa6 \ + --hash=sha256:5f96b63f8287f66a005dd1b5a6abba2920f11156c5e5c4d815f3e2050fd1aa16 \ + --hash=sha256:6a7512adfdd7f6732e40de1c620831e3c75b39b98cef60b11d0c5f0a76473ec5 \ + --hash=sha256:864392c73b7654f4d2b3ae712f607937d0dbb1101c4555fbb41848106b297f39 \ + --hash=sha256:891c769072637c74e9a5a77a3bc782894696d8ffec83b938df8536dee7f0ba78 \ + --hash=sha256:8b958caff4a14d3a3b0b2dfc6a378f64dda9728a9dad28c08a0db9ce4dafb549 \ + --hash=sha256:8fbef9f108a863e7722a73740998967e3b074742a834fc5be3a535a2befa7057 \ + --hash=sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b \ + --hash=sha256:a43ac605a5e13116c72b64c359644cce0229f213dde48d2ae0ae5eb5becf7feb \ + --hash=sha256:a6a2eebb237d3b1d9ad3b378e86d9b9e0782afdea8b1e0eba6a13646b9b49c07 \ + --hash=sha256:af68dbf403439cae9ceaeaaf92f8352b460787dcd27b92aa05c40dd4a19c0f1e \ + --hash=sha256:b41339df93d491435e790ff8bcbae1c0ce777175889bfd1281d119862793e6a2 \ + --hash=sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02 \ + --hash=sha256:c12592630aef72feaf18bd3f197ef587bbfa21131b31c38b23ab2e55fce92e36 \ + --hash=sha256:c66696857e987efb8bc1777a37357ec4f60ab5e8af6250b83d6034437fa2d8f3 \ + --hash=sha256:cf9839790285dd472e7a16aafcb4a4e6bf58ec1b494045044b0eefb0eb4bd1f2 \ + --hash=sha256:d47e7dee68ac4cd7a068b26bcd6b989935427709fae1c8f7bd0019978f829e15 \ + --hash=sha256:d4d029801cb7b6df858804a2a21b00cc2aa0bf0ee5d2ab18d343c9e9e5681f35 \ + --hash=sha256:dd37188ea325042cb1f6cafa56822b11ada2520c04791a52629b0af25bdfbfd9 \ + --hash=sha256:e2ad3eb85d39c3cab62dfa93ed5a73516e6a53c6713cb97d004004fe089f0f1f \ + --hash=sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e # via # feast (pyproject.toml) # accelerate @@ -5976,35 +6444,35 @@ torch==2.11.0 \ # sentence-transformers # timm # torchvision -torchvision==0.26.0 \ - --hash=sha256:0f3e572efe62ad645017ea847e0b5e4f2f638d4e39f05bc011d1eb9ac68d4806 \ - --hash=sha256:114bec0c0e98aa4ba446f63e2fe7a2cbca37b39ac933987ee4804f65de121800 \ - --hash=sha256:1c55dc8affbcc0eb2060fbabbe996ae9e5839b24bb6419777f17848945a411b1 \ - --hash=sha256:2adfbe438473236191ff077a4a9a0c767436879c89628aa97137e959b0c11a94 \ - --hash=sha256:358fc4726d0c08615b6d83b3149854f11efb2a564ed1acb6fce882e151412d23 \ - --hash=sha256:3daf9cc149cf3cdcbd4df9c59dae69ffca86c6823250442c3bbfd63fc2e26c61 \ - --hash=sha256:406557718e62fdf10f5706e88d8a5ec000f872da913bf629aab9297622585547 \ - --hash=sha256:4280c35ec8cba1fcc8294fb87e136924708726864c379e4c54494797d86bc474 \ - --hash=sha256:55bd6ad4ae77be01ba67a410b05b51f53b0d0ee45f146eb6a0dfb9007e70ab3c \ - --hash=sha256:5d63dd43162691258b1b3529b9041bac7d54caa37eae0925f997108268cbf7c4 \ - --hash=sha256:7058c5878262937e876f20c25867b33724586aa4499e2853b2d52b99a5e51953 \ - --hash=sha256:7993c01648e7c61d191b018e84d38fe0825c8fcb2720cd0f37caf7ba14404aa1 \ - --hash=sha256:8008474855623c6ba52876589dc52df0aa66e518c25eca841445348e5f79844c \ - --hash=sha256:82c3965eca27e86a316e31e4c3e5a16d353e0bcbe0ef8efa2e66502c54493c4b \ - --hash=sha256:9a904f2131cbfadab4df828088a9f66291ad33f49ff853872aed1f86848ef776 \ - --hash=sha256:a06d4772a8e13e772906ed736cc53ec6639e5e60554f8e5fa6ca165aabebc464 \ - --hash=sha256:a39c7a26538c41fda453f9a9692b5ff9b35a5437db1d94f3027f6f509c160eac \ - --hash=sha256:b6f9ad1ecc0eab52647298b379ee9426845f8903703e6127973f8f3d049a798b \ - --hash=sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da \ - --hash=sha256:b7e6213620bbf97742e5f79832f9e9d769e6cf0f744c5b53dad80b76db633691 \ - --hash=sha256:c409e1c3fdebec7a3834465086dbda8bf7680eff79abf7fd2f10c6b59520a7a4 \ - --hash=sha256:d61a5abb6b42a0c0c311996c2ac4b83a94418a97182c83b055a2a4ae985e05aa \ - --hash=sha256:de6424b12887ad884f39a0ee446994ae3cd3b6a00a9cafe1bead85a031132af0 \ - --hash=sha256:e9d0e022c19a78552fb055d0414d47fecb4a649309b9968573daea160ba6869c \ - --hash=sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3 \ - --hash=sha256:ebc043cc5a4f0bf22e7680806dbba37ffb19e70f6953bbb44ed1a90aeb5c9bea \ - --hash=sha256:f13f12b3791a266de2d599cb8162925261622a037d87fc03132848343cf68f75 \ - --hash=sha256:fd10b5f994c210f4f6d6761cf686f82d748554adf486cb0979770c3252868c8f +torchvision==0.27.0 \ + --hash=sha256:0822b58d2c5d325cd0c7152b744acbd15f898c07572e2cfb70b075a865a4f6f9 \ + --hash=sha256:1a6dd742a150645126df9e0b2e449874c1d635897c773b322c2e067e98382dfe \ + --hash=sha256:1c01f0d1091ae22b9dfc082b0a0fe5faaf053686a29b4fb082ba7691375c73cf \ + --hash=sha256:1c2db4bde82bc48ebff73436a6adf34d4f809448268a70d9a1285f5c8f92313d \ + --hash=sha256:2664d06acd64d328aa7689b0d0c81ee31e240e9977d8768816b4be7c66c03211 \ + --hash=sha256:2c037709072ca9b19750c0cbe9e8bb6f91c9a1be1befa26df33e281deccbd8c7 \ + --hash=sha256:2c4099a15150143b9b034730b404a56d572efe0b79489b4c765d929cb4eac7f3 \ + --hash=sha256:419c98a9275b27660cdce6d09080fd5974d1ec1d4a225f71439ebacb3b0c4e64 \ + --hash=sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7 \ + --hash=sha256:5bb82fc3c55daf1788621e504310b0a286f1069627a8742f692aebb075ef25a7 \ + --hash=sha256:65772ff3ec4f4f5d680e30019835555dd239e7fefee4b0a846375fe1cb1592ef \ + --hash=sha256:70f071c6f74b60d5fe8851636d8d4cd5f4fa29d57fd9348a87a6f17b990b95ba \ + --hash=sha256:72bf547e58ddb948689734eed6f4b6a2031f979dba4fb08e3690688b392e929f \ + --hash=sha256:7a9966a088d06b4cf6c610e03be62de469efa6f2cd2e7c7eed8e925ed6af59ac \ + --hash=sha256:91f61b9865423037c327eb56afa207cc72de874e458c361840db9dcf5ce0c0eb \ + --hash=sha256:9bb9251f64b854124efed95d02953a89f7e2726c3ca662d7ea0151129157297f \ + --hash=sha256:a49e55055a39a8506fe7e59850522cab004efb2c3839f6057658889c1d69c815 \ + --hash=sha256:aaafa6962c9d91f42503de1957d6fa349907d028c06f335bd95da7a5bc57147d \ + --hash=sha256:aee384a2782c89517c4ab9061d2720ba59fd2ffe5ef89d0a149cc2d43abdf521 \ + --hash=sha256:b4aacff70ea4b7377f996f9048989c850d221fef33658ddbcae42aa5bd4ca11a \ + --hash=sha256:b4c6bb0a670dcba017b3643e21902c9b8a1cc1c127d602f1488fa29ec3c6e865 \ + --hash=sha256:c1fac0fc2a7adf29481fc1938a0e7845c57ba1147a986784109c4d98f434ea8c \ + --hash=sha256:c5121f1b9ab09a7f73e837871deb8321551f7eaeb19d87aa00de9191968eae44 \ + --hash=sha256:c9f44e35e6ec01caedacce9e941a5bf21fe424403321efac2507a201273653c5 \ + --hash=sha256:cbf89764fc76f3f17fbf80c12d5a89c691e91cb9d82c38412aaf0568655ffb19 \ + --hash=sha256:dadea3c5ecfd05bbb2a3312ab0374f213c58bf6459cb059122e2f4dfe13d10ed \ + --hash=sha256:df0c166b6bdf7c47f88e81e8b43bc085451d5c50d0c5d1691bc474c1227d6fed \ + --hash=sha256:f44453f107c296d5446a79f7ac59733ad8bf5ddfa04c53805dfbae298a42a798 # via # feast (pyproject.toml) # docling-ibm-models @@ -6043,9 +6511,9 @@ tqdm==4.67.3 \ # semchunk # sentence-transformers # transformers -traitlets==5.14.3 \ - --hash=sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7 \ - --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f +traitlets==5.15.0 \ + --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \ + --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40 # via # ipykernel # ipython @@ -6152,9 +6620,9 @@ trino==0.337.0 \ --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \ --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.12.5 \ --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \ @@ -6163,9 +6631,9 @@ typer==0.12.5 \ # docling # docling-core # fastapi-mcp -types-cffi==2.0.0.20260429 \ - --hash=sha256:6a4237bfdbd50e4d0726929070d8b9983bde541726a5a6fe0e8e24e78c1b3826 \ - --hash=sha256:afe7d9777a2921139623af0b94647637a5bd0b938b77ec125e5e5e068a1727bd +types-cffi==2.0.0.20260518 \ + --hash=sha256:5b68a215a95d0eac4203b58e766ff7fe40c2e091b1fa1a9e54111f04cc560084 \ + --hash=sha256:f9707e66c13454789a58f8843d1ded4a66f1e9c8b10bd24d5eb5e0f25c0c5472 # via types-pyopenssl types-protobuf==3.19.22 \ --hash=sha256:d291388678af91bb045fafa864f142dc4ac22f5d4cdca097c7d8d8a32fa9b3ab \ @@ -6173,25 +6641,25 @@ types-protobuf==3.19.22 \ # via # feast (pyproject.toml) # mypy-protobuf -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) types-pyopenssl==24.1.0.20240722 \ --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \ --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54 # via types-redis -types-python-dateutil==2.9.0.20260408 \ - --hash=sha256:473139d514a71c9d1fbd8bb328974bedcb1cc3dba57aad04ffa4157f483c216f \ - --hash=sha256:8b056ec01568674235f64ecbcef928972a5fac412f5aab09c516dfa2acfbb582 +types-python-dateutil==2.9.0.20260518 \ + --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \ + --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8 # via feast (pyproject.toml) -types-pytz==2026.1.1.20260408 \ - --hash=sha256:89b6a34b9198ea2a4b98a9d15cbca987053f52a105fd44f7ce3789cae4349408 \ - --hash=sha256:c7e4dec76221fb7d0c97b91ad8561d689bebe39b6bcb7b728387e7ffd8cde788 +types-pytz==2026.2.0.20260518 \ + --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \ + --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16 # via feast (pyproject.toml) -types-pyyaml==6.0.12.20260408 \ - --hash=sha256:92a73f2b8d7f39ef392a38131f76b970f8c66e4c42b3125ae872b7c93b556307 \ - --hash=sha256:fbc42037d12159d9c801ebfcc79ebd28335a7c13b08a4cfbc6916df78fee9384 +types-pyyaml==6.0.12.20260518 \ + --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \ + --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466 # via feast (pyproject.toml) types-redis==4.6.0.20241004 \ --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \ @@ -6201,15 +6669,15 @@ types-requests==2.30.0.0 \ --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \ --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31 # via feast (pyproject.toml) -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via # feast (pyproject.toml) # types-cffi -types-tabulate==0.10.0.20260408 \ - --hash=sha256:2b19d193603d38c34645de53c0c1087e2364487d518d4a2f44268db2366723cc \ - --hash=sha256:903d62fdf7e5a0ff659fd5d629df716232f7658c6d30e98f0374488d06ffacf4 +types-tabulate==0.10.0.20260508 \ + --hash=sha256:8e51f159e8b24976849706ae2ed1dc9adba8ebbd080b17e494ebb66a8cc92c74 \ + --hash=sha256:b1e1a2d0456fbd655a71690b09a7aaeffdf2978d32049184ea436492aa51d20a # via feast (pyproject.toml) types-urllib3==1.26.25.14 \ --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \ @@ -6220,6 +6688,7 @@ typing-extensions==4.15.0 \ --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 # via # aiosignal + # alembic # anyio # azure-core # azure-identity @@ -6228,6 +6697,7 @@ typing-extensions==4.15.0 \ # docling-core # elasticsearch # fastapi + # graphene # great-expectations # huggingface-hub # ibis-framework @@ -6235,6 +6705,7 @@ typing-extensions==4.15.0 \ # jwcrypto # mcp # minio + # mlflow-skinny # mypy # opentelemetry-api # opentelemetry-sdk @@ -6278,93 +6749,91 @@ tzlocal==5.3.1 \ # via # great-expectations # trino -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - 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--hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus uri-template==1.3.0 \ --hash=sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7 \ --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363 # via jsonschema -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # feast (pyproject.toml) # botocore @@ -6386,6 +6855,7 @@ uvicorn[standard]==0.34.0 \ # feast (pyproject.toml) # fastapi-mcp # mcp + # mlflow-skinny # uvicorn-worker uvicorn-worker==0.3.0 \ --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \ @@ -6449,121 +6919,121 @@ virtualenv==20.23.0 \ # feast (pyproject.toml) # pre-commit # ray -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - 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--hash=sha256:f8979280bdafff686ba5e4d8f97840f929a87ed9cdf133cbbd42f7766774d2aa \ - --hash=sha256:f9a2ae5c91cecc9edd47e041a930490c31c3afb1f5e6d71de3dc671bfaca02bf +watchfiles==1.2.0 \ + --hash=sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9 \ + --hash=sha256:01ea8d66f0693b9b60a6541c8d10263091ca9a9060d242f3c1f3143f9aad2c98 \ + --hash=sha256:027ae72bfdfd254862065d8b3e2a815c6ab9b1853ce41e6648ece84afd34a551 \ + --hash=sha256:03b14855c6f35539e2d95c442ae9530a75762f1e26567152b9ed05f96534a74d \ + --hash=sha256:054dc20fd2e3132b4c3883b4a00d72fd6e1f56fdaf89fccd12e8057d74cd74d7 \ + --hash=sha256:094b9b70103d4e963499bdea001ee3c2697b144cd9ae6218a62c0f89ec9e31db \ + --hash=sha256:0a105bc2283f67e8fbec74253ec2d94925de92ed72c0393f1206bf326b7b7b69 \ + --hash=sha256:0a37faaed405c67e28e6be45a1fa4f206ef5a2860f27c237db9fa30704c38242 \ + --hash=sha256:0c4997d4e4a55f0d02b6cde327322daf3a0400e5df6c6b15948994bf72497925 \ + --hash=sha256:0cb4d80e212f116474a545c21c912b445f16bb0cef9e6a73a498164223e14e2f \ + --hash=sha256:0d191c054d0715c3c95c99df9b8dbf6fd096d8c1e021e8f212e1bd8bc444ccb5 \ + --hash=sha256:0e831a271c035d89789cffc386b6aa1375f39f1cd25eb7ca0997e4970d152fc5 \ + --hash=sha256:10d86db20695afe7997ac9e1717637d6714a8d0220458c33f3d2061f54cec427 \ + --hash=sha256:11743adfa510bfffebe97659fb280182b5c9b238708f667e866f308c3430dc19 \ + --hash=sha256:1bc6195825b7dcd217968bb1f801a60fd4c16e8eeab5bedc7fe917d7d5995ab4 \ + --hash=sha256:204f299afcbd65918ab78dbc52626b0ae45e9d8cef403fdbf33ecf9e40eac66e \ + --hash=sha256:20aa0e708b920bde876a4aa82dc7dd6ebea228a63a67cda6632c2fc87b787efa \ + --hash=sha256:23282a321c8baf9b3a3c4afff673f9fe65eb7fdc2338d765ccad9d3d1916a5ba \ + --hash=sha256:24b2405c0a46738dd9e1cf7135aa5dbdb9d42d024628651b3b13d5117e99f8df \ + --hash=sha256:2581a94056e55d7d0a31a823ea92bf73749c489ca2285bfdc0fbe6b2bb49d50c \ + --hash=sha256:2995c176de7692b86a2e4c58d9ec718f753150a979cb4a754e2b4ffa38e70906 \ + --hash=sha256:2b37d10b5a63bd4d87e18472d80fa525bd670586fae62e5dd580452764879b65 \ + --hash=sha256:2cb93af48550faf1cea04c303107c8b75833de7013e57ce27d3b8d21d8d0f58c \ + --hash=sha256:2d95ddc1eb6914154253d239089900813f6a767e174b8e6a50e7fdacb7e4236c \ + --hash=sha256:3416ff151bb6b5a8d8d11664974fbef4d9305b9b2957839ab5a270468fd8df30 \ + --hash=sha256:3651aa7058595e9cfb75d35dd5ada2bf9f48a5b8a0f3562821d3e210c507e077 \ + --hash=sha256:37a6721cdf3f65dbb13aa9503510ccb4451603ac837e44d265d7992a597e1374 \ + --hash=sha256:41bc1199f7523b3f82843c88cbb979180c949caef0342cf90968f178e5d49b01 \ + --hash=sha256:43d818978d06062d9b22c4fab2ebe44cf5213d42dc8e62bda8c2760cfa2eeb33 \ + --hash=sha256:4429f3b105524a10b72c3a819b091c495d2811d419c1e1e8df773a5a5974f831 \ + --hash=sha256:4543579a9bdb0c9560039b4ffddbdb39545707659fbc430ce4c10f3f68d557f9 \ + --hash=sha256:4674d49eb94706dfe666c069fc0a1b646ffcf920473492e209f6d5f60d3f0cc2 \ + --hash=sha256:4c887eba18b7945ac73067a8b4a66f21cd46c2539b2bc68588f7be6c7eb6d26b \ + --hash=sha256:4e4ff8e37f99cf1da89e255e07c9c4b37c214038c4283707bdec308cb1b0ea1f \ + --hash=sha256:4f34e26a19f91f710c08e0183429f0d1d15df734e6bc78c31e77b9ea9c433658 \ + --hash=sha256:5327989a465505f05cfe06f04fa9d0c2fd5432bb243e10e6f012b1bdca3c8579 \ + --hash=sha256:53b2290c92e0506d102cd448fbc610d87079553f86caa39d67440856a8b8bba5 \ + --hash=sha256:56d8641cf834c2836922899105bd3ce3d0dfc69291d52edf0b4d0436829b34c0 \ + --hash=sha256:57a2d9fa4fb4c2ecae57b13dfff2c7ab53e21a2ba674fe9f05506680fcdcc0d7 \ + --hash=sha256:63ac26eefbf4af1741247d6fb68b11c49a25b2f7413fbd318a83a12aaa9cf666 \ + --hash=sha256:6543cf55d170003296d185c0af981f3e1311564907e1f4e08671fc7693a890a5 \ + --hash=sha256:704fd259e332e01f9b9c178f4bce9e49027e5587cc2600eeeaf8e76e1c846201 \ + --hash=sha256:71283b39fd17e5408eb123bd37aeecfd9d54c81fc184421943208aadb879d103 \ + --hash=sha256:71cd71740ed2c15211ebb237ced4e39a1cdf6f80566e5fe95428da1626f4fde6 \ + --hash=sha256:7571e4464cb6e434958f867f7f730b8ab0b75e3f8e5eac0499168486ab3c33a8 \ + --hash=sha256:772b80df316480d894a0e3165fdd19cf77f5d17f9a787f94029465ad0e3529d1 \ + --hash=sha256:77a0feab9af4c021c581f695258c642b3d10c5fd4c676e33a0d8606425d82631 \ + --hash=sha256:7a2cffd17d27d2ecbb310c2b1d8174f222a5495b1a721894afa88ec11e25b898 \ + --hash=sha256:7a7ce236284f002a156f70add88efe5c70879cccbb658be0822c54b1306fc09d \ + --hash=sha256:7ba0480b9a74af058f43b337e937a451e109295c420916d68ad24e3dc02f5e44 \ + --hash=sha256:8520a4ab0e37f770afc34459c4f8f7019e153f9124dc101c15538365875d1ab2 \ + --hash=sha256:86bc13c25a8d1fcd70b51d0ce7c9b65e90de5666fcbfd3e34957cc73ee19aeb5 \ + --hash=sha256:89d8c2394a065ca86f5d2910ff263ae67c127e1376ccc4f9fc35c71db879f80a \ + --hash=sha256:8c520725602756229f045b032a1ff33d7ef0f7404189d62f6c2438cb6d8ef6a1 \ + --hash=sha256:8f200104103feb097de4cab8fe4f5dd18a2026934c7dea98c55a2f5fd6d5a33b \ + --hash=sha256:8f70d8b291ef6e88d19b1f297a6905ddb978888d9272b0d05e6f53309856bcfc \ + --hash=sha256:8fa585ede612ee9f9e91b18bebf9ba11b9ae29a4e3a0d0cf6fca3e382133f0d5 \ + --hash=sha256:922c0e019fe68b3ae392965a766b02a71ba1168c932cebc3733cd52c5fe5b377 \ + --hash=sha256:9342472aff9b093c5acd4f6d8f70ae0937964ab56542502bcf5579782da69ae8 \ + --hash=sha256:9649193aa27bd9ff2e80ff29bfaa93085496c7a3a377592823cc58b77ee88add \ + --hash=sha256:9f04b092229ad2c50126dd3c922c8822e51e605993764a33058d4a791ab42281 \ + --hash=sha256:a0f27f01bee51861392bb6b7c4fdb290b27d1eb194e9e28788d68102a0e898d9 \ + --hash=sha256:a16ffe19bf5cf9f5edaa1ad1dd830c5a816e8feec430c522302ab55483a4b994 \ + --hash=sha256:a204794696ffb8f9b10fba6f7cb5216d42f3b2b71860ccac6b6e42f5f10973b0 \ + --hash=sha256:a711b51aec4370d0dcda5b6c09463206f133a5759341d7744b953a7b62e1100e \ + --hash=sha256:a88fc94e647bc4eec523f1caa540258eb71d14278b9daf72fa1e2658a98df0f0 \ + --hash=sha256:ae99b14c5f21e026e0e9d96f40e07d8570ebee6cafd9d8fc318354606daa7a28 \ + --hash=sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7 \ + --hash=sha256:b141a4891c995a039cd89e9a49e62df1dc8a559a5d1a6e4c7106d16c12777a55 \ + --hash=sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb \ + --hash=sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07 \ + --hash=sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb \ + --hash=sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4 \ + --hash=sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0 \ + --hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn -wcwidth==0.6.0 \ - --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad \ - --hash=sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159 - # via prompt-toolkit +wcwidth==0.7.0 \ + --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \ + --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0 + # via + # prettytable + # prompt-toolkit webcolors==25.10.0 \ --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d \ --hash=sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf @@ -6646,7 +7116,10 @@ websockets==16.0 \ werkzeug==3.1.8 \ --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \ --hash=sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44 - # via moto + # via + # flask + # flask-cors + # moto wheel==0.47.0 \ --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \ --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3 @@ -7071,9 +7544,9 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata zstandard==0.25.0 \ --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \ diff --git a/sdk/python/requirements/py3.11-minimal-requirements.txt b/sdk/python/requirements/py3.11-minimal-requirements.txt index 48a46a21175..7798a5eece1 100644 --- a/sdk/python/requirements/py3.11-minimal-requirements.txt +++ b/sdk/python/requirements/py3.11-minimal-requirements.txt @@ -161,6 +161,41 @@ 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 + # via mypy async-timeout==5.0.1 \ --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \ --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3 @@ -176,9 +211,9 @@ attrs==26.1.0 \ # aiohttp # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -424,9 +459,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -440,56 +475,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -499,9 +534,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -716,9 +751,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -730,9 +765,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -742,17 +777,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -804,15 +839,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -882,6 +917,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -901,9 +937,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1083,9 +1119,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1121,105 +1157,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - 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--hash=sha256:f24b90b0e0c8cc9491fb1693ae91fe17cb7963153a1946395acdbdd5818429a4 \ - --hash=sha256:f29b68cd9714531672db62cc54f6e8ff981900f824d13fa0e00749189e13778e \ - --hash=sha256:f38bc489037eca88d6ebefc9c4d41a4e07c8e8b4de5188a9e6d290273ad7ebb1 \ - --hash=sha256:f3fd278f5e6bf7c75ccd6d12344eb686cc020712683363b66f46ac79d37c799f \ - --hash=sha256:f4003f70c56a5addd6aa0897f200dd59afd3bf7bcd5b3cce46dd21f925743bc2 \ - --hash=sha256:f48c963a76d71b9d7927eb817b543d0dccd52ab6648b99d37bd54f4cd475d856 \ - --hash=sha256:f819e0c6413e259a17a7c0d49f97f405abadd3c2a316a3b46c6440b7dbbedbb1 \ - --hash=sha256:fc5758e2b7a56532dc33e3c544d78cbaa9ecf0a0f2a2da2df882c1d6b99a317f \ - --hash=sha256:fcbdf2a9ca24e87bbebb47f1fe34e531ef06f104f98c9ccfc953a3f3344c567a +librt==0.11.0 \ + --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \ + --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \ + 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1312,9 +1348,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1588,129 +1624,129 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - 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--hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + 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--hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -1818,155 +1854,152 @@ platformdirs==4.9.6 \ --hash=sha256:3bfa75b0ad0db84096ae777218481852c0ebc6c727b3168c1b9e0118e458cf0a \ --hash=sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917 # via snowflake-connector-python -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - 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--hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2012,9 +2045,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2091,140 +2124,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \ - --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \ - --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \ - --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \ - --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \ - --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \ - --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \ - --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \ - --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \ - --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \ - --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \ - --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \ - --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \ - --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \ - --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \ - --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \ - --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \ - --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \ - --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \ - 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--hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \ - --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \ - --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \ - --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56 +pydantic-core==2.46.4 \ + --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \ + --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \ + --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \ + --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \ + --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \ + --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \ + --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \ + 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--hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2253,9 +2286,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python python-dateutil==2.9.0.post0 \ --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ @@ -2274,13 +2307,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2373,9 +2406,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2539,32 +2572,32 @@ six==1.17.0 \ # via # kubernetes # python-dateutil -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2635,13 +2668,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2711,9 +2744,9 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2728,17 +2761,17 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc # via fastapi-mcp -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -2775,89 +2808,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - --hash=sha256:56ba3f7abbd6b0bb282a544dc38406d1a188d8bb9164f49fdb9c2fee62cb29da \ - --hash=sha256:57930ac9519099b852e190d2c04b1fb5d97ea128db33bce77ed874eccb4c7f09 \ - --hash=sha256:58a11cb49482f1a095a2bd9a1d81dd7c8fb5d2357f959ece85db4e46a825fd00 \ - --hash=sha256:64df53eef4ac857eb5816a56e2885ccf0d7dff6333c94065c93b39c51063e01d \ - --hash=sha256:6879aed770557f0961b252648d36f6fdaab41079d37a2296b5649fd1b35608e0 \ - --hash=sha256:6ad57654570464eb1b040b5c353dee442608e06cff9102b8fcb105565a44c9ed \ - --hash=sha256:6c0aed6a4439994c9666fb8a5b6c4eac94d4ef6ddc95f9b806a599ef83547e3b \ - --hash=sha256:76bf3e7406cf23a3e1ca6a23fb1fb9ea82f4f6bd226fe226e09146b0194f85dc \ - --hash=sha256:7bbf05c38debc90d1a195b11340cc85cb43ab3e753dc47558a3a84a38cbc72da \ - --hash=sha256:7ddb08b3c2f9213df1f2e3eb2fbea4963d80ec0f8de21f0b59898e34f3b3d96d \ - --hash=sha256:7e07f6f644d2c44d53b7a320a084eef98063651912c1b9449b5f45fcbdc6ccd2 \ - --hash=sha256:85833bca01aa5cae326ac759276dc175c5fa3f7b3733b7d543cf27f2df12d1ef \ - --hash=sha256:8712b61eb1b74a4478cfd1c54f576056199e9f093659334aeb5c4a6b385338e5 \ - --hash=sha256:871c0e5102e47995b0e37e8df7819a894a6c3da0d097545cd1f9f1f7d7079927 \ - --hash=sha256:89e302abd3749f6d6699691747969a5d85f7c73081d5ed7e2624c7bd9721a2ab \ - --hash=sha256:937794042342006f707837f38d721426b11b0774d327a2a45c0bd389eb750a87 \ - --hash=sha256:93bc91fdadcf046da37a214eaa714574e7e9b1913568e93bb09527b2ceb7f759 \ - --hash=sha256:94c5f1621cbcab83c03be46441f090b68b9f307b6c7ec44d4e3f6d5997383df4 \ - --hash=sha256:973b7d7145b1ac553a7466a64afa8b31ec2693d7c7fff6a755059e0a2885dfd2 \ - --hash=sha256:99cc80facad240b0c2fb5a633044420878aac87a8e7c348b9486450cba93f27c \ - --hash=sha256:9a5fcbe7b949f2e95c47ea8a80b410fcdf2da61c98553b45a4ee875580418b68 \ - --hash=sha256:9b3b86ec3e818f3dd3e13a9de628e88a9990f4af68ecb0b12dd3de81227f0a26 \ - --hash=sha256:9b3cf13facf6f77c283af0e1713e5e8c47a0fe295af81326cb3cb4380212e797 \ - --hash=sha256:9c5a52987a990eb1bae55f9000994f1afdb0326c154fb089992f839ab3c30688 \ - --hash=sha256:a2d79c6635ccffcbfc1d5c045874ba36b594589be81d50d43472570bb8de9c57 \ - --hash=sha256:a6ec5bf6bc361f2f0f9644907a36ce527715b488988a8df534120e5c34eeda94 \ - --hash=sha256:a7bf9cc97f05048ac8f3e02cd58f0fe62b901453c24345bfde287f4305dcc31c \ - --hash=sha256:ab9056d94e5db513d9313b34394f3a3b83e6301a581c28ad67773434f3faccab \ - --hash=sha256:adf28d13a33f9d750fe7a78fb481cac298fa257d8863d8727b2ea4455ea41235 \ - --hash=sha256:b62cb9a7501e1f5c9ffe190485501349c33e8862dde4377df774e40b8166871f \ - 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--hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + --hash=sha256:10f44bd08ae52ee23ca6e8b472692e5da1768af2d53ff1bad6f40b532e0bc7ee \ + --hash=sha256:12e99e49c62322ed0394c914aff15403ba7ede0b74f05a0faa4ec12c7d17a139 \ + --hash=sha256:191d2077fd53441599a2efd3dcc205b9cc5f3a4d685a76e9f73f4b6c19aee0c9 \ + --hash=sha256:19ea07e29a45d199f926aadf93a9974128438c01b83141fba32477c0ee604b33 \ + 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--hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -2925,116 +2956,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - 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--hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ @@ -3316,7 +3345,7 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata 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 5a9824176cc..280bb1f4f7e 100644 --- a/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt +++ b/sdk/python/requirements/py3.11-minimal-sdist-requirements-build.txt @@ -4,6 +4,41 @@ # # 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 + # via mypy calver==2025.3.31 \ --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \ --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7 @@ -257,9 +292,9 @@ gitdb==4.0.12 \ --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf # via gitpython -gitpython==3.1.49 \ - --hash=sha256:024b0422d7f84d15cd794844e029ffebd4c5d42a7eb9b936b458697ef550a02c \ - --hash=sha256:42f9399c9eb33fc581014bedd76049dfbaf6375aa2a5754575966387280315e1 +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 # via pymilvus hatch-fancy-pypi-readme==25.1.0 \ --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \ @@ -394,97 +429,97 @@ libcst==1.8.6 \ --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \ --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4 # via pyarrow -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - --hash=sha256:22a904cbdb678f7cb348c90d543d3c52f581663d687992fee47fd566dcbf5285 \ - --hash=sha256:2b8f5d00b49818f4e2b1667db994488b045835e0ac16fe2f924f3871bd2b8ac5 \ - --hash=sha256:2c3786f0f4490a5cd87f1ed6cefae833ad6b1060d52044ce0434a2e85893afd0 \ - --hash=sha256:2d03fa4fd277a7974c1978c92c374c57f44edeee163d147b477b143446ad1bf6 \ - --hash=sha256:2f8e12706dcb8ff6b3ed57514a19e45c49ad00bcd423e87b2b2e4b5f64578443 \ - --hash=sha256:3be322a15ee5e70b93b7a59cfd074614f22cc8c9ff18bd27f474e79137ea8d3b \ - --hash=sha256:3cc2917258e131ae5f958a4d872e07555b51cb7466a43433218061c74ef33745 \ - --hash=sha256:3f05d145df35dca5056a8bc3838e940efebd893a54b3e19b2dda39ceaa299bcb \ - --hash=sha256:3fe56e80badb66fdcde06bef81bbaa5bfcf6fbd7aefb86222d9e369c38c6b228 \ - --hash=sha256:42ff8a962554c350d4a83cf47d9b7b78b0e6ff7943e87df7cdfc97c07f3c016f \ - --hash=sha256:451daa98463b7695b0a30aa56bf637831ea559e7b8101ac2ef6382e8eb15e29c \ - --hash=sha256:465814ab157986acb9dfa5ccd7df944be5eefc0d08d31ec6e8d88bc71251d845 \ - --hash=sha256:4c4d0440a3a8e31d962340c3e1cc3fc9ee7febd34c8d8f770d06adb947779ea5 \ - --hash=sha256:4e3dda8345307fd7306db0ed0cb109a63a2c85ba780eb9dc2d09b2049a931f9c \ - --hash=sha256:5093043afb226ecfa1400120d1ebd4442b4f99977783e4f4f7248879009b227f \ - --hash=sha256:5112c2fb7c2eefefaeaf5c97fec81343ef44ee86a30dcfaa8223822fba6467b4 \ - --hash=sha256:527b5b820b47a09e09829051452bb0d1dd2122261254e2a6f674d12f1d793d54 \ - --hash=sha256:54d412e47c21b85865676ed0724e37a89e9593c2eee1e7367adf85bfad56ffb1 \ - --hash=sha256:56d65b583cf43b8cf4c8fbe1e1da20fa3076cc32a1149a141507af1062718236 \ - --hash=sha256:5ca8e133d799c948db2ab1afc081c333a825b5540475164726dcbf73537e5c2f \ - --hash=sha256:603138ee838ee1583f1b960b62d5d0007845c5c423feb68e44648b1359014e27 \ - --hash=sha256:63c12efcd160e1d14da11af0c46c0217473e1e0d2ae1acbccc83f561ea4c2a7b \ - --hash=sha256:657f8ba7b9eaaa82759a104137aed2a3ef7bc46ccfd43e0d89b04005b3e0a4cc \ - --hash=sha256:66b58fed90a545328e80d575467244de3741e088c1af928f0b489ebec3ef3858 \ - --hash=sha256:6788207daa0c19955d2b668f3294a368d19f67d9b5f274553fd073c1260cbb9f \ - --hash=sha256:703f4ae36d6240bfe24f542bac784c7e4194ec49c3ba5a994d02891649e2d85b \ - --hash=sha256:7202bdcac47d3a708271c4304a474a8605a4a9a4a709e954bf2d3241140aa938 \ - --hash=sha256:756775d25ec8345b837ab52effee3ad2f3b2dfd6bbee3e3f029c517bd5d8f05a \ - 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--hash=sha256:90e6d5420fc8a300518d4d2288154ff45005e920425c22cbbfe8330f3f754bd9 \ - --hash=sha256:928bd06eca2c2bbf4349e5b817f837509b0604342e65a502de1d50a7570afd15 \ - --hash=sha256:9b3e3bc363f71bda1639a4ee593cb78f7fbfeacc73411ec0d4c92f00730010a4 \ - --hash=sha256:9edcc35d1cae9fd5320171b1a838c7da8a5c968af31e82ecc3dff30b4be0957f \ - --hash=sha256:9fcb461fbf70654a52a7cc670e606f04449e2374c199b1825f754e16dacfedd8 \ - --hash=sha256:a0951822531e7aee6e0dfb556b30d5ee36bbe234faf60c20a16c01be3530869d \ - --hash=sha256:a361c9434a64d70a7dbb771d1de302c0cc9f13c0bffe1cf7e642152814b35265 \ - --hash=sha256:a4b25c6c25cac5d0d9d6d6da855195b254e0021e513e0249f0e3b444dc6e0e61 \ - --hash=sha256:a5af136bfba820d592f86c67affcef9b3ff4d4360ac3255e341e964489b48519 \ - --hash=sha256:a81eea9b999b985e4bacc650c4312805ea7008fd5e45e1bf221310176a7bcb3a \ - --hash=sha256:a9c63e04d003bc0fb6a03b348018b9a3002f98268200e22cc80f146beac5dc40 \ - --hash=sha256:aa95738a68cedd3a6f5492feddc513e2e166b50602958139e47bbdd82da0f5a7 \ - 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--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 # via mypy markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -577,22 +612,23 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -maturin==1.13.1 \ - --hash=sha256:001741c6cff56aa8ea59a0d78ae990c0550d0e3e82b00b683eedb4158a8ef7e6 \ - --hash=sha256:01c845825c917c07c1d0b2c9032c59c16a7d383d1e649a46481d3e5693c2750f \ - --hash=sha256:2839024dcd65776abb4759e5bca29941971e095574162a4d335191da4be9ff24 \ - --hash=sha256:3da18cccf2f683c0977bff9146a0908d6ffce836d600665736ac01679f588cb9 \ - --hash=sha256:416e4e01cb88b798e606ee43929df897e42c1647b722ef68283816cca99a8742 \ - --hash=sha256:6b1e5916a253243e8f5f9e847b62bbc98420eec48c9ce2e2e8724c6da89d359b \ - --hash=sha256:72888e87819ce546d0d2df900e4b385e4ef299077d92ee37b48923a5602dae94 \ - --hash=sha256:98b5fcf1a186c217830a8295ecc2989c6b1cf50945417adfc15252107b9475b7 \ - --hash=sha256:9a87ff3b8e4d1c6eac33ebfe8e261e8236516d98d45c0323550621819b5a1a2f \ - --hash=sha256:a2017d2281203d0c6570240e7d746564d766d756105823b7de68bda6ae722711 \ - --hash=sha256:c1490584f3c70af45466ee99065b49e6657ebdccac6b10571bb44681309c9396 \ - --hash=sha256:c6a720b252c99de072922dbe4432ab19662b6f80045b0355fec23bdfccb450da \ - --hash=sha256:dc91031e0619c1e28730279ef9ee5f106c9b9ec806b013f888676b242f892eb7 \ - --hash=sha256:f69093ed4a0e6464e52a7fc26d714f859ce15630ec8070743398c6bf41f38a9e +maturin==1.13.3 \ + --hash=sha256:0ef257e692cc756c87af5bea95ddfe7d3ac49d3376a7a87f728d63f06e7b6f8b \ + --hash=sha256:1cc0a110b224ca90406b668a3e3c1f5a515062e59e26292f6dbaf5fd4909c6f3 \ + --hash=sha256:2389fe92d017cea9d94e521fa0175314a4c52f79a1057b901fbc9f8686ef7d0b \ + --hash=sha256:3cc13929ca82aefa4adbf0f2c35419369796213c6fb0eb24e914945f50ef5d8c \ + --hash=sha256:3db93337ed97e60ffc878aa8b493cd7ae44d3a5e1a37256db3a4491f57565018 \ + --hash=sha256:4667ef609ab446c1b5e0bfe4f9fb99699ab6d8548433f8d1a684256e0b67217f \ + --hash=sha256:49fd6ab08da28098ccf37afca24cdba72376ba9c1eedf9dd25ff82ed771961ff \ + --hash=sha256:4cd478e6e4c56251e48ed079b8efd55b30bc5c09cf695a1bdafaeb582ee735a0 \ + --hash=sha256:53b08bd075649ce96513ad9abf241a43cb685ed6e9e7790f8dbc2d66e95d8323 \ + --hash=sha256:771e1e9e71a278e56db01552e0d1acfd1464259f9575b6e72842f893cd299079 \ + --hash=sha256:a2675e25f313034ae6f57388cf14818f87d8961c4a96795287f3e155f59beb11 \ + --hash=sha256:b6741d7bf4af97da937528fd1e523c6ab54f53d9a21870fa735d6e67fd88e273 \ + --hash=sha256:c00ea6428dea17bf616fe93770837634454b28c2de1a876e42ef8036c616079a \ + --hash=sha256:def4a435ea9d2ee93b18ba579dc8c9cf898889a66f312cd379b5e374ec3e3ad6 # via + # ast-serialize # cryptography # pydantic-core # rpds-py @@ -615,79 +651,79 @@ mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # pandas # pyarrow @@ -725,9 +761,9 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -poetry-core==2.3.2 \ - --hash=sha256:20cb71be27b774628da9f384effd9183dfceb53bcef84063248a8672aa47031f \ - --hash=sha256:23df641b64f87fbb4ce1873c1915a4d4bb1b7d808c596e4307edc073e68d7234 +poetry-core==2.4.0 \ + --hash=sha256:4305848477da00272bebd3f615bbec87f64bd117cdb858ab660b626a06a9d96c \ + --hash=sha256:4e8c7496cf797998ffc493f2e23eba4b038c894c08eadacdcdf688945de6b43a # via # aiohappyeyeballs # dunamai @@ -838,9 +874,9 @@ semantic-version==2.10.0 \ --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \ --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177 # via setuptools-rust -setuptools-git-versioning==3.0.1 \ - --hash=sha256:737c4d17e848edd46e28764a19dc424d8537fcb2257022e5f4f5c0c8e9b64c80 \ - --hash=sha256:c8a599bacf163b5d215552b5701faf5480ffc4d65426a5711a010b802e1590eb +setuptools-git-versioning==3.1.0 \ + --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \ + --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172 # via toolz setuptools-rust==1.12.1 \ --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \ @@ -870,17 +906,12 @@ setuptools-scm==10.0.5 \ # tqdm # typeguard # ujson + # urllib3 # zipp setuptools-scm==7.1.0 \ --hash=sha256:6c508345a771aad7d56ebff0e70628bf2b0ec7573762be9960214730de278f27 \ --hash=sha256:73988b6d848709e2af142aa48c986ea29592bbcfca5375678064708205253d8e # via python-dateutil -setuptools-scm==9.2.2 \ - --hash=sha256:1c674ab4665686a0887d7e24c03ab25f24201c213e82ea689d2f3e169ef7ef57 \ - --hash=sha256:30e8f84d2ab1ba7cb0e653429b179395d0c33775d54807fc5f1dd6671801aef7 - # via - # hatch-vcs - # urllib3 smmap==5.0.3 \ --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \ --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f @@ -934,21 +965,21 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via uv-dynamic-versioning -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via mypy -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via mypy typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1034,7 +1065,6 @@ setuptools==80.10.2 \ # pathspec # pluggy # prometheus-client - # propcache # proto-plus # psutil # psycopg @@ -1080,6 +1110,7 @@ setuptools==82.0.1 \ --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \ --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb # via + # propcache # python-dateutil # types-pymysql # types-setuptools diff --git a/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt index 84fa82236dc..50a8d8eb80f 100644 --- a/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt +++ b/sdk/python/requirements/py3.11-minimal-sdist-requirements.txt @@ -165,6 +165,41 @@ 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 + # via mypy async-timeout==5.0.1 \ --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \ --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3 @@ -184,9 +219,9 @@ babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35 # via sphinx -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -436,9 +471,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -452,56 +487,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -577,9 +612,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -802,9 +837,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -816,9 +851,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -828,17 +863,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -890,15 +925,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -1029,6 +1064,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1048,9 +1084,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1245,9 +1281,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1289,105 +1325,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1480,9 +1516,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1758,129 +1794,129 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -2012,155 +2048,152 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - 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--hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \ + --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \ + --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \ + --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \ + --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \ + --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \ + --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \ + --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \ + --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \ + --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \ + --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \ + --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \ + --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \ + --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \ + --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \ + --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \ + --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \ + --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \ + --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \ + --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \ + --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \ + --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \ + --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \ + --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \ + --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \ + --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \ + --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \ + --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \ + --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \ + --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \ + --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \ + --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \ + --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \ + --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \ + --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \ + --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2206,9 +2239,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2289,140 +2322,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - 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--hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2452,9 +2485,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyproject-metadata==0.11.0 \ --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \ @@ -2477,13 +2510,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2576,9 +2609,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2760,32 +2793,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2884,13 +2917,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2960,9 +2993,9 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2977,13 +3010,13 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ @@ -2993,9 +3026,9 @@ types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via feast (pyproject.toml) -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -3032,89 +3065,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - --hash=sha256:56ba3f7abbd6b0bb282a544dc38406d1a188d8bb9164f49fdb9c2fee62cb29da \ - --hash=sha256:57930ac9519099b852e190d2c04b1fb5d97ea128db33bce77ed874eccb4c7f09 \ - --hash=sha256:58a11cb49482f1a095a2bd9a1d81dd7c8fb5d2357f959ece85db4e46a825fd00 \ - --hash=sha256:64df53eef4ac857eb5816a56e2885ccf0d7dff6333c94065c93b39c51063e01d \ - --hash=sha256:6879aed770557f0961b252648d36f6fdaab41079d37a2296b5649fd1b35608e0 \ - --hash=sha256:6ad57654570464eb1b040b5c353dee442608e06cff9102b8fcb105565a44c9ed \ - --hash=sha256:6c0aed6a4439994c9666fb8a5b6c4eac94d4ef6ddc95f9b806a599ef83547e3b \ - --hash=sha256:76bf3e7406cf23a3e1ca6a23fb1fb9ea82f4f6bd226fe226e09146b0194f85dc \ - --hash=sha256:7bbf05c38debc90d1a195b11340cc85cb43ab3e753dc47558a3a84a38cbc72da \ - --hash=sha256:7ddb08b3c2f9213df1f2e3eb2fbea4963d80ec0f8de21f0b59898e34f3b3d96d \ - --hash=sha256:7e07f6f644d2c44d53b7a320a084eef98063651912c1b9449b5f45fcbdc6ccd2 \ - --hash=sha256:85833bca01aa5cae326ac759276dc175c5fa3f7b3733b7d543cf27f2df12d1ef \ - --hash=sha256:8712b61eb1b74a4478cfd1c54f576056199e9f093659334aeb5c4a6b385338e5 \ - --hash=sha256:871c0e5102e47995b0e37e8df7819a894a6c3da0d097545cd1f9f1f7d7079927 \ - --hash=sha256:89e302abd3749f6d6699691747969a5d85f7c73081d5ed7e2624c7bd9721a2ab \ - --hash=sha256:937794042342006f707837f38d721426b11b0774d327a2a45c0bd389eb750a87 \ - --hash=sha256:93bc91fdadcf046da37a214eaa714574e7e9b1913568e93bb09527b2ceb7f759 \ - --hash=sha256:94c5f1621cbcab83c03be46441f090b68b9f307b6c7ec44d4e3f6d5997383df4 \ - --hash=sha256:973b7d7145b1ac553a7466a64afa8b31ec2693d7c7fff6a755059e0a2885dfd2 \ - --hash=sha256:99cc80facad240b0c2fb5a633044420878aac87a8e7c348b9486450cba93f27c \ - --hash=sha256:9a5fcbe7b949f2e95c47ea8a80b410fcdf2da61c98553b45a4ee875580418b68 \ - --hash=sha256:9b3b86ec3e818f3dd3e13a9de628e88a9990f4af68ecb0b12dd3de81227f0a26 \ - --hash=sha256:9b3cf13facf6f77c283af0e1713e5e8c47a0fe295af81326cb3cb4380212e797 \ - --hash=sha256:9c5a52987a990eb1bae55f9000994f1afdb0326c154fb089992f839ab3c30688 \ - --hash=sha256:a2d79c6635ccffcbfc1d5c045874ba36b594589be81d50d43472570bb8de9c57 \ - --hash=sha256:a6ec5bf6bc361f2f0f9644907a36ce527715b488988a8df534120e5c34eeda94 \ - --hash=sha256:a7bf9cc97f05048ac8f3e02cd58f0fe62b901453c24345bfde287f4305dcc31c \ - --hash=sha256:ab9056d94e5db513d9313b34394f3a3b83e6301a581c28ad67773434f3faccab \ - --hash=sha256:adf28d13a33f9d750fe7a78fb481cac298fa257d8863d8727b2ea4455ea41235 \ - --hash=sha256:b62cb9a7501e1f5c9ffe190485501349c33e8862dde4377df774e40b8166871f \ - --hash=sha256:bacbd3c69862478cbe1c7ed4325caedec580d8acf31b8ee1b9a1e02a56295cad \ - --hash=sha256:bb349dbba57c76eec25e5917e07f35aabaf0a33b9e67fc13d188002500106487 \ - --hash=sha256:bd03472c36fa3a386a6deb887113b9e3fa40efba8203eb4fe786d3c0ccc724f6 \ - --hash=sha256:bf85a00ac3b56a1e7a19c5be7b02b5180a0895ac4d3c234d717a55e86960691c \ - --hash=sha256:ca0c7ce828bb76ab78b3991904b477c2fd0f711d7815c252d1ef28ff9450b052 \ - --hash=sha256:ccbfd94e59aad4a2566c71912b55f0547ac1680bfac25eb138e6703eb3dd434e \ - --hash=sha256:d1831c07bd4dce53c4b666fa846c7eba4b7c414f2e641a4585b7f50b72f502dc \ - --hash=sha256:d22cad98c2a10bbf6aa083a8980db6ed90d4285a841c4de892890c2b28286ef9 \ - --hash=sha256:d30ad4359413c8821cc7b3707f7ca38aa8bc852ba3b9c5a759ee2d7740157315 \ - --hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + --hash=sha256:10f44bd08ae52ee23ca6e8b472692e5da1768af2d53ff1bad6f40b532e0bc7ee \ + --hash=sha256:12e99e49c62322ed0394c914aff15403ba7ede0b74f05a0faa4ec12c7d17a139 \ + --hash=sha256:191d2077fd53441599a2efd3dcc205b9cc5f3a4d685a76e9f73f4b6c19aee0c9 \ + --hash=sha256:19ea07e29a45d199f926aadf93a9974128438c01b83141fba32477c0ee604b33 \ + --hash=sha256:1a09636220f26c66f80c6c6283023cb53120e843825f890be92696cd1aa43f39 \ + --hash=sha256:1c335caea51c31494e514b82d50763b9792d3960d2c7d9fdb6b6fb8ed50ebdd0 \ + --hash=sha256:251ba8229e19b4b0b3efb5e7e3ddfa67c5c466aa492707bc3f6568bf714604dc \ + --hash=sha256:26dcb43869057373048cbd2678293c5b0f962d5774cc76fc9488564a209bcbf2 \ + --hash=sha256:289f13095764d03734adfa10107da9b530ceb64dc1b02a5f507588d978d5b7df \ + --hash=sha256:29d1d64ed2c3c17666f4f0e15462800f3477255dc53667ad5d099277866c5666 \ + --hash=sha256:2cfbd6b0c677d5d053964b8f98d8bb1af10c591c8c24454bcd40006ac8ba18db \ + --hash=sha256:3a6efff7dc6515416366819de4a1bc449b77107c5b48508b101fd40f7f8bec08 \ + --hash=sha256:3e30fa6bc7156ed709e13f8b52e917db08fbfd611ba61346b62630974ec0ba8e \ + --hash=sha256:427893168d074e59214b0ee058337c57f5bb80175cdd5b4799a9c931aae22022 \ + --hash=sha256:45022aae09ac3d45bda6fbfc631088d1aff9a0465542d40bd6d295ced378c430 \ + --hash=sha256:46315b82505c99101dcab3bd979f15fecfde85c02df7efbb4e428fa357665290 \ + --hash=sha256:485f0182a0c0b54c304061cdc826d8343ce595c4055f7a24e72772a8520e5f7b \ + --hash=sha256:49dd9c378e1c8e676785ff2b62cb490074229f15ab54abf45b623713cb2c36b5 \ + --hash=sha256:4e12ca368b397aed7fa1eec534ea1ba8d94977b376f9df3e93ae1acfd004ec40 \ + --hash=sha256:4ea0c490c702c20495e97345acfcf0c2f3153e658ef537ff111929c48b89e10a \ + --hash=sha256:4f39ba3b65cc637b59731532f7e7c807786bff1d0332ab2d5b96a04d2584d78f \ + --hash=sha256:50d07e79ec70d32b4fbe18ab706ed0b172be08710d5901b9d067d7951bfaa164 \ + --hash=sha256:558673c6c3a2309775683ca96d5f1e4cd99889f71b1ba5cb6be8aa37ae67f9e0 \ + --hash=sha256:5b7e96406c301a1366534479a7352ec40ec68bb327c0c119091635acd5925e35 \ + --hash=sha256:5dc91fa06ea35920b704fd9d70871897680145998071cfbf5ee3e19f2c9fc242 \ + --hash=sha256:66005b49c753a1b9f2f8853919dc58e1e6bd66846ea341a33afa76c6d7602485 \ + --hash=sha256:696224d4cfb8883fa5c0285dff31e5ce924704dd9ccd38e9ea8b5bf4a42b12fc \ + --hash=sha256:6cc6ea753b7303fa5629fa9ac9257ea4b001c4d72583b2bb36ff1855a07db49f \ + --hash=sha256:6d8827904358d7da59ccf2e1fd8de59e78248036d17fecc0462e62c6721f1102 \ + --hash=sha256:6f19e9a407a24230df0cc1ec1c0f5999872ba526b14a780f80ad6479f5eed9bc \ + --hash=sha256:71bdb5d10c6d7e710cfa78e743d9fb79a37c7c66fa916cd287bffbaa520f5abe \ + --hash=sha256:727e983ef27892d86ee2d28fd517eeb02b2c1165aafcbe929dce988aeee81bfe \ + --hash=sha256:757f2026bef09d231d63a2250a2c7ad21ea1c9cb1ded6480659d202c4e2ef09e \ + --hash=sha256:758e5c8fbe4e6d483041e03b307b01fb5d2f2dd4452d4d4b927ab902e188939e \ + --hash=sha256:7642a41520ac1b2bc25ea282b66b8da522cc43424442e6fb5e039be4d4f96530 \ + --hash=sha256:77a71fe53427a0cf49d56eafd801d9f7e203b784b7f99cc717783fd6f6f7b732 \ + --hash=sha256:7957b64583793042521f7f7c71c01626b3d32a17528eaab980eb8cdc3d4eec68 \ + --hash=sha256:7bba5ab7965619db7d6f5503133b8e2d8bfce9bb6754224ca64d19261cc52f7c \ + --hash=sha256:7dc5cf44ea42365cd1b66e6ed3fc6ca040c86587b024a6659b98e99d31cff2cd \ + --hash=sha256:7e31afad20cd6837a5ac6965d95b44b0ff06e42a82b01a8d3dc606a07f0b7a2a \ + --hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -3186,116 +3217,114 @@ vcs-versioning==1.1.1 \ --hash=sha256:b541e2ba79fc6aaa3850f8a7f88af43d97c1c80649c01142ee4146eddbc599e4 \ --hash=sha256:fabd75a3cab7dd8ac02fe24a3a9ba936bf258667b5a62ed468c9a1da0f5775bc # via setuptools-scm -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - --hash=sha256:3bc570d6c01c206c46deb6e935a260be44f186a2f05179f52f7fcd2be086a94d \ - --hash=sha256:3dbd8cbadd46984f802f6d479b7e3afa86c42d13e8f0f322d669d79722c8ec34 \ - --hash=sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49 \ - --hash=sha256:3f53fa183d53a1d7a8852277c92b967ae99c2d4dcee2bfacff8868e6e30b15f7 \ - --hash=sha256:3f6d37644155fb5beca5378feb8c1708d5783145f2a0f1c4d5a061a210254844 \ - --hash=sha256:3f7eb7da0eb23aa2ba036d4f616d46906013a68caf61b7fdbe42fc8b25132e77 \ - 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--hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ @@ -3577,9 +3606,9 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata # The following packages were excluded from the output: diff --git a/sdk/python/requirements/py3.11-requirements.txt b/sdk/python/requirements/py3.11-requirements.txt index 706d85f5ec6..694cde10b6e 100644 --- a/sdk/python/requirements/py3.11-requirements.txt +++ b/sdk/python/requirements/py3.11-requirements.txt @@ -14,15 +14,50 @@ anyio==4.13.0 \ # 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 + # via mypy attrs==26.1.0 \ --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \ --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32 # via # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) certifi==2026.4.22 \ --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \ @@ -159,9 +194,9 @@ charset-normalizer==3.4.7 \ --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \ --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464 # via requests -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -190,9 +225,9 @@ fsspec==2026.4.0 \ --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \ --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4 # via dask -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -245,9 +280,9 @@ httptools==0.7.1 \ --hash=sha256:f65744d7a8bdb4bda5e1fa23e4ba16832860606fcc09d674d56e425e991539ec \ --hash=sha256:f72fdbae2dbc6e68b8239defb48e6a5937b12218e6ffc2c7846cc37befa84362 # via uvicorn -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # requests @@ -267,97 +302,97 @@ jsonschema-specifications==2025.9.1 \ --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \ --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d # via jsonschema -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - --hash=sha256:22a904cbdb678f7cb348c90d543d3c52f581663d687992fee47fd566dcbf5285 \ - --hash=sha256:2b8f5d00b49818f4e2b1667db994488b045835e0ac16fe2f924f3871bd2b8ac5 \ - --hash=sha256:2c3786f0f4490a5cd87f1ed6cefae833ad6b1060d52044ce0434a2e85893afd0 \ - --hash=sha256:2d03fa4fd277a7974c1978c92c374c57f44edeee163d147b477b143446ad1bf6 \ - --hash=sha256:2f8e12706dcb8ff6b3ed57514a19e45c49ad00bcd423e87b2b2e4b5f64578443 \ - --hash=sha256:3be322a15ee5e70b93b7a59cfd074614f22cc8c9ff18bd27f474e79137ea8d3b \ - --hash=sha256:3cc2917258e131ae5f958a4d872e07555b51cb7466a43433218061c74ef33745 \ - --hash=sha256:3f05d145df35dca5056a8bc3838e940efebd893a54b3e19b2dda39ceaa299bcb \ - --hash=sha256:3fe56e80badb66fdcde06bef81bbaa5bfcf6fbd7aefb86222d9e369c38c6b228 \ - --hash=sha256:42ff8a962554c350d4a83cf47d9b7b78b0e6ff7943e87df7cdfc97c07f3c016f \ - --hash=sha256:451daa98463b7695b0a30aa56bf637831ea559e7b8101ac2ef6382e8eb15e29c \ - --hash=sha256:465814ab157986acb9dfa5ccd7df944be5eefc0d08d31ec6e8d88bc71251d845 \ - --hash=sha256:4c4d0440a3a8e31d962340c3e1cc3fc9ee7febd34c8d8f770d06adb947779ea5 \ - --hash=sha256:4e3dda8345307fd7306db0ed0cb109a63a2c85ba780eb9dc2d09b2049a931f9c \ - --hash=sha256:5093043afb226ecfa1400120d1ebd4442b4f99977783e4f4f7248879009b227f \ - --hash=sha256:5112c2fb7c2eefefaeaf5c97fec81343ef44ee86a30dcfaa8223822fba6467b4 \ - --hash=sha256:527b5b820b47a09e09829051452bb0d1dd2122261254e2a6f674d12f1d793d54 \ - --hash=sha256:54d412e47c21b85865676ed0724e37a89e9593c2eee1e7367adf85bfad56ffb1 \ - --hash=sha256:56d65b583cf43b8cf4c8fbe1e1da20fa3076cc32a1149a141507af1062718236 \ - --hash=sha256:5ca8e133d799c948db2ab1afc081c333a825b5540475164726dcbf73537e5c2f \ - --hash=sha256:603138ee838ee1583f1b960b62d5d0007845c5c423feb68e44648b1359014e27 \ - --hash=sha256:63c12efcd160e1d14da11af0c46c0217473e1e0d2ae1acbccc83f561ea4c2a7b \ - --hash=sha256:657f8ba7b9eaaa82759a104137aed2a3ef7bc46ccfd43e0d89b04005b3e0a4cc \ - --hash=sha256:66b58fed90a545328e80d575467244de3741e088c1af928f0b489ebec3ef3858 \ - --hash=sha256:6788207daa0c19955d2b668f3294a368d19f67d9b5f274553fd073c1260cbb9f \ - --hash=sha256:703f4ae36d6240bfe24f542bac784c7e4194ec49c3ba5a994d02891649e2d85b \ - --hash=sha256:7202bdcac47d3a708271c4304a474a8605a4a9a4a709e954bf2d3241140aa938 \ - --hash=sha256:756775d25ec8345b837ab52effee3ad2f3b2dfd6bbee3e3f029c517bd5d8f05a \ - --hash=sha256:78042f6facfd98ecb25e9829c7e37cce23363d9d7c83bc5f72702c5059eb082b \ - --hash=sha256:789fff71757facc0738e8d89e3b84e4f0251c1c975e85e81b152cdaca927cc2d \ - --hash=sha256:7bc30ad339f4e1a01d4917d645e522a0bc0030644d8973f6346397c93ba1503f \ - --hash=sha256:7d429bdd4ac0ab17c8e4a8af0ed2a7440b16eba474909ab357131018fe8c7e71 \ - --hash=sha256:7d5c8a5929ac325729f6119802070b561f4db793dffc45e9ac750992a4ed4d22 \ - --hash=sha256:7e6274fd33fc5b2a14d41c9119629d3ff395849d8bcbc80cf637d9e8d2034da8 \ - --hash=sha256:80b25c7b570a86c03b5da69e665809deb39265476e8e21d96a9328f9762f9990 \ - --hash=sha256:81107843ed1836874b46b310f9b1816abcb89912af627868522461c3b7333c0f \ - --hash=sha256:8494cfc61e03542f2d381e71804990b3931175a29b9278fdb4a5459948778dc2 \ - --hash=sha256:850d6d03177e52700af605fd60db7f37dcb89782049a149674d1a9649c2138fd \ - --hash=sha256:8c6bc1384d9738781cfd41d09ad7f6e8af13cfea2c75ece6bd6d2566cdea2076 \ - --hash=sha256:90904fac73c478f4b83f4ed96c99c8208b75e6f9a8a1910548f69a00f1eaa671 \ - --hash=sha256:90e6d5420fc8a300518d4d2288154ff45005e920425c22cbbfe8330f3f754bd9 \ - --hash=sha256:928bd06eca2c2bbf4349e5b817f837509b0604342e65a502de1d50a7570afd15 \ - --hash=sha256:9b3e3bc363f71bda1639a4ee593cb78f7fbfeacc73411ec0d4c92f00730010a4 \ - --hash=sha256:9edcc35d1cae9fd5320171b1a838c7da8a5c968af31e82ecc3dff30b4be0957f \ - --hash=sha256:9fcb461fbf70654a52a7cc670e606f04449e2374c199b1825f754e16dacfedd8 \ - --hash=sha256:a0951822531e7aee6e0dfb556b30d5ee36bbe234faf60c20a16c01be3530869d \ - --hash=sha256:a361c9434a64d70a7dbb771d1de302c0cc9f13c0bffe1cf7e642152814b35265 \ - --hash=sha256:a4b25c6c25cac5d0d9d6d6da855195b254e0021e513e0249f0e3b444dc6e0e61 \ - --hash=sha256:a5af136bfba820d592f86c67affcef9b3ff4d4360ac3255e341e964489b48519 \ - --hash=sha256:a81eea9b999b985e4bacc650c4312805ea7008fd5e45e1bf221310176a7bcb3a \ - --hash=sha256:a9c63e04d003bc0fb6a03b348018b9a3002f98268200e22cc80f146beac5dc40 \ - --hash=sha256:aa95738a68cedd3a6f5492feddc513e2e166b50602958139e47bbdd82da0f5a7 \ - --hash=sha256:b0a2040f801406b93657a70b72fa12311063a319fee72ce98e1524da7200171f \ - --hash=sha256:b8bd70d5d816566a580d193326912f4a76ec2d28a97dc4cd4cc831c0af8e330e \ - --hash=sha256:b8da9f8035bb417770b1e1610526d87ad4fc58a2804dc4d79c53f6d2cf5a6eb9 \ - --hash=sha256:bc5518873822d2faa8ebdd2c1a4d7c8ef47b01a058495ab7924cb65bdbf5fc9a \ - 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--hash=sha256:fcbdf2a9ca24e87bbebb47f1fe34e531ef06f104f98c9ccfc953a3f3344c567a +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 \ + 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ @@ -563,129 +598,129 @@ mmh3==5.2.1 \ --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \ --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b # via feast (pyproject.toml) -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - 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--hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + 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--hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -763,9 +798,9 @@ pathspec==1.1.1 \ --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \ --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189 # via mypy -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) protobuf==7.34.1 \ --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ @@ -854,133 +889,133 @@ pyarrow==24.0.0 \ # via # feast (pyproject.toml) # dask -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \ - --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \ - --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \ - --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \ - --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \ - --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \ - --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \ - --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \ - --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \ - 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--hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic pygments==2.20.0 \ --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \ @@ -998,9 +1033,9 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via uvicorn -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via pandas pyyaml==6.0.3 \ --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \ @@ -1086,9 +1121,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via feast (pyproject.toml) rpds-py==0.30.0 \ --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \ @@ -1304,9 +1339,9 @@ tqdm==4.67.3 \ --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \ --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1332,9 +1367,9 @@ tzdata==2026.2 \ --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \ --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7 # via pandas -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via requests uvicorn[standard]==0.34.0 \ --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \ @@ -1397,116 +1432,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - --hash=sha256:3bc570d6c01c206c46deb6e935a260be44f186a2f05179f52f7fcd2be086a94d \ - --hash=sha256:3dbd8cbadd46984f802f6d479b7e3afa86c42d13e8f0f322d669d79722c8ec34 \ - --hash=sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49 \ - --hash=sha256:3f53fa183d53a1d7a8852277c92b967ae99c2d4dcee2bfacff8868e6e30b15f7 \ - --hash=sha256:3f6d37644155fb5beca5378feb8c1708d5783145f2a0f1c4d5a061a210254844 \ - --hash=sha256:3f7eb7da0eb23aa2ba036d4f616d46906013a68caf61b7fdbe42fc8b25132e77 \ - --hash=sha256:3fa0b59c92278b5a7800d3ee7733da9d096d4aabcfabb9a928918bd276ef9b9b \ - --hash=sha256:421e29339983e1bebc281fab40d812742268ad057db4aee8c4d2bce0af43b741 \ - --hash=sha256:4b943d3668d61cfa528eb949577479d3b077fd25fb83c641235437bc0b5bc60e \ - 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--hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websockets==16.0 \ --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \ @@ -1571,7 +1604,7 @@ websockets==16.0 \ --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \ --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4 # via uvicorn -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata diff --git a/sdk/python/requirements/py3.12-ci-requirements.txt b/sdk/python/requirements/py3.12-ci-requirements.txt index fd43a7b70a9..181df9d8952 100644 --- a/sdk/python/requirements/py3.12-ci-requirements.txt +++ b/sdk/python/requirements/py3.12-ci-requirements.txt @@ -137,6 +137,7 @@ aiohttp==3.13.5 \ # aiobotocore # aiohttp-cors # fsspec + # mlflow # ray aiohttp-cors==0.8.1 \ --hash=sha256:3180cf304c5c712d626b9162b195b1db7ddf976a2a25172b35bb2448b890a80d \ @@ -154,6 +155,10 @@ alabaster==0.7.16 \ --hash=sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65 \ --hash=sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92 # via sphinx +alembic==1.18.4 \ + --hash=sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a \ + --hash=sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc + # via mlflow altair==4.2.2 \ --hash=sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5 \ --hash=sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87 @@ -251,9 +256,9 @@ attrs==26.1.0 \ # jsonschema # openlineage-python # referencing -azure-core==1.40.0 \ - --hash=sha256:7f3ea02579b1bb1d34e45043423b650621d11d7c2ea3b05e5554010080b78dfd \ - --hash=sha256:ecf5b6ddf2564471fae9d576147b7e77a4da285958b2d9f4fd6c3af104f3e9d7 +azure-core==1.41.0 \ + --hash=sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d \ + --hash=sha256:f46ff5dfcd230f25cf1c19e8a34b8dc08a337b2503e268bb600a16c00db8ad5a # via # azure-identity # azure-storage-blob @@ -261,9 +266,9 @@ azure-identity==1.25.3 \ --hash=sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6 \ --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c # via feast (pyproject.toml) -azure-storage-blob==12.28.0 \ - --hash=sha256:00fb1db28bf6a7b7ecaa48e3b1d5c83bfadacc5a678b77826081304bd87d6461 \ - --hash=sha256:e7d98ea108258d29aa0efbfd591b2e2075fa1722a2fae8699f0b3c9de11eff41 +azure-storage-blob==12.29.0 \ + --hash=sha256:2824ddd7ebc9056034ebc76b17971a38e9aa5835abb0d565b9700493f2a6c657 \ + --hash=sha256:ccf8a1bcd5e49df83ab85aab793b579e5ba2eeea2ad8900b2f62ca3a37dc391f # via feast (pyproject.toml) babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ @@ -342,14 +347,18 @@ beautifulsoup4==4.14.3 \ # via # docling # nbconvert -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) bleach[css]==6.3.0 \ --hash=sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22 \ --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6 # via nbconvert +blinker==1.9.0 \ + --hash=sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf \ + --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc + # via flask boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ --hash=sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80 @@ -373,6 +382,12 @@ build==1.5.0 \ # feast (pyproject.toml) # pip-tools # singlestoredb +cachetools==7.1.3 \ + --hash=sha256:135cfe944bc3c1e805505f65dae0bef375a2f96261171ab66c79ef77d0bda39d \ + --hash=sha256:9876787e2346e20584d5cca236cb5d49d04e7193de91646f230725b2e1e8b804 + # via + # mlflow-skinny + # mlflow-tracing cassandra-driver==3.30.0 \ --hash=sha256:0c28a8e84917acebecbaed39844047c2f135739c3627dd7b9f8541af33e11df3 \ --hash=sha256:0f4225082a11d9529416c223553ab38a29c4e65da6646b40159c554480dc002c \ @@ -641,94 +656,85 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask + # flask # geomet # great-expectations + # mlflow-skinny # pip-tools # ray # typer # uvicorn -clickhouse-connect==0.15.1 \ - --hash=sha256:08df7857ecd2e345abbbdfc54d80fa060732cf75c953940355140af9a73b730a \ - --hash=sha256:0bef871fb9803ae82b4dc1f797b6e784de0a4dec351591191a0c1a6008548284 \ - --hash=sha256:158325a06978f91a182967341188502a0761447d1e13ffa775cf017def1a3d9e \ - --hash=sha256:167e674dff8ac12be7796d93190b6fe9097c042940b3c41d87fe4d85970be27d \ - --hash=sha256:1ef6922c8887a8b0db49a81823ef031807c971f628a363f6d53b030abaefd589 \ - --hash=sha256:1ff5d10c6e49d36ee6941f52c4233f2bfb4198e9c726fed224f725974a667e37 \ - --hash=sha256:24cdfe9b486c8f2e66f5f51b1f322d89d9eb4df29d9ebb2fa19b553065651e85 \ - --hash=sha256:265f1660e8db5006ca32e8894e6c6cc984b343d96171ab0580b2104084b0fc08 \ - --hash=sha256:2e19c9daabe4c24027006e903d0ba3f2a6b2e0703af37b2536335ac4558d541e \ - --hash=sha256:2e52e20190004ed4578b803b1d5f2097c336fafec41b2cc0d490b5a4964c1284 \ - --hash=sha256:371a201ee128ba2b47bd05e2f184b0d20fb78171d27441a6fb1183f4fcc9316e \ - --hash=sha256:3b456d469db994b188bb0b5afa373e8f2e5e2bf41a70a736b9ed2485a976e9ae \ - --hash=sha256:3cf1b78abf7e1b97ab279a2b244357c40657d2d8504ff3f713c6577cd0550b38 \ - --hash=sha256:46bcebd00aff52ea5f7433e9cee1157b411dba9187f6677a18378c799c27c8aa \ - --hash=sha256:4bf70933ab860bd2f0a872db624603706bed400c915c7aeef382956cf8ebbdf3 \ - --hash=sha256:4f87d283399cbda676c8765605bf60dc6559df6fd38cbb9ea07048a4b34dda26 \ - --hash=sha256:5046cb96d1c344c35198fe072a21ce3f273754df3e58fd0a6222c9a1aff72e75 \ - --hash=sha256:5462bad97d97919a4ed230e2ef28d0b76bec0354a343218647830aac7744a43b \ - --hash=sha256:57ad606e878fd284242713449217a0c475fde6b9b7ab59e7ba9e9c388431f004 \ - --hash=sha256:5ab0d019c18d9d63b228ce2e45768f6c65fd27067d1127ab3e558c35c90f52ef \ - --hash=sha256:5de299ada0f7eb9090bb5a6304d8d78163d4d9cc8eb04d8f552bfb82bafb61d5 \ - --hash=sha256:60aa8c9c775d22db324260265f4c656f803fbc71de9193ef83cf8d8d0ef6ab9a \ - --hash=sha256:691cbf6d3dd16988feb75d43942bb212f50f0cbec284eb249e0cd33ebf74ad09 \ - --hash=sha256:693a03e44256886ac5dd26dc708833913157ec72e3b3a44fb89fd5fc202f85dc \ - --hash=sha256:6f9619f9e8885886039e451c2e22d3fb9bd2e95bc64bbf4ebe6c0a50875785f4 \ - --hash=sha256:7586fae639db65d6ff9f7d539aaac04ebd8604657751d78f6b45e7f971be83f3 \ - --hash=sha256:76699fb79c0de182f915d96a08c15afc19755d9d0e9c93411abb0e4b539c7166 \ - --hash=sha256:7a590116037ae56fab339b625f317d7c0a15bbede5f2f206ce1e55b1a2385e90 \ - --hash=sha256:82e60e108d78e32d58a0f21570b02d3baad67ccbad6482eeb79d74a616d8a5ad \ - --hash=sha256:83d881bf786b05489ccf96f07972b9c28638b513f3e064d39987d837749b35e3 \ - --hash=sha256:859c718cb93780dd681f75d59ceaf4415915fa9617a5ba2de6105e291d6df3ad \ - --hash=sha256:873d8f74eaec141f40ae060318c32353da94fdd4601f925bfd52426f3ddcd689 \ - --hash=sha256:8bb70307589099c67dfe9a973998491bc82c1af9040560b5ebab799721bb197d \ - --hash=sha256:9610ef6ff653f8a030f50e39cdeb1a39bea925c48f9196d787ea4b9f5eb1c8f0 \ - --hash=sha256:99d55aab64fdeb53d74c16d2c46ae5491e90aa37ba55c24884a68a869418ee8e \ - --hash=sha256:a1266a52bf61f0420630f625c5ac87bc2d095f08321820546300a699d4300ba3 \ - --hash=sha256:a326e2f5518d6a9d71f0895d50a3ccd8c4d5e3abb625f39330512ff3c45c6731 \ - --hash=sha256:a9d1e12bf86cd96626f74d21e3ac237abcda105f55cd2e78d139197d35f86209 \ - --hash=sha256:aa9890507aac52a8a5363813bb315b6867e86a97ffa08576cb934603f5bc0216 \ - --hash=sha256:ae24e4e7b10ff140c9041d9bdb2c08781145d844c7486c2661d223ededce7634 \ - --hash=sha256:aeb09a6f8585f3bd4d8c5bead38f3821c076e0bca08c474a7b9039732a6e2e9a \ - --hash=sha256:aed10f7615d0c72457d21ace9b59bfcbea0293188af2ffa3f3c2942d36974e7c \ - --hash=sha256:b2f5174fc6001a1555fc3cb565f3b727e1b786d572df0b30d14929ae13bd3542 \ - --hash=sha256:b692998e6dea344a4a2d7c34c129379767a068f234e1cb721ba27f1f023c70ee \ - --hash=sha256:b6d107b5f964af97f25a0d1bfd59fe3510f2a646c87ad4f9ab9014bb0c66aa1c \ - --hash=sha256:b8236c7dd675ed13d5e96f1f9126eeb711e8c266e4a0476ebc32be8a17decb32 \ - --hash=sha256:c12d9f2b2fc57adaf5ea267804f00e520771794641227ed5285e38fdf36557a6 \ - --hash=sha256:cd41ebe8b7f1c2579b22bbc414a800f3f8f5c843928019aca27c81592f70c5a7 \ - --hash=sha256:cdeee50fb2822e4f886d9676c5979b9e6f93ee9159b1aa1b7d62e71bcf7ae551 \ - --hash=sha256:d0dad989ae193c7261b12c9829f219fc1cb1ae9cad380c35cfe489f139c03ee9 \ - --hash=sha256:d10e8f42bafa12d43dd280d157af1ca5a1743e0ca94e61de94c1d00cb1b2da2b \ - --hash=sha256:d3fca3e0781b664556690decc788e7d25691043bf67a0d241e9c29233a2990d5 \ - --hash=sha256:d6e98c0cf53db3b24dc0ff9f522fcf13205b1d191c632567d1744fbd4671741f \ - --hash=sha256:d75324bb3a611eeb8c22b7fdda7c2cbc6ddbcc3871c65624b97f219430ded282 \ - --hash=sha256:df93fa024d6ed46dbc3182b6202180be4cf2bbe9c331dcb21f85963b1b3fd1e5 \ - --hash=sha256:e1a157205efd47884c22bfe061fc6f8c9aea844929ee755c47b446093805d21a \ - --hash=sha256:e307ea69dc2a6e6d942d2799ee8bfe20c99019ddf95121cbeaf7efbb97f79f09 \ - --hash=sha256:e702b77720ae6fd501e5a52262518dddb6c705fbc122bca4567694fb0bab401f \ - --hash=sha256:e88a31bbd9da7f4b49de39d21e8c93c8fbb5cf487071e935af0eba884681df00 \ - --hash=sha256:e911cffe6a9d9d27ccf91b8060086254c152c48ade47c1de3fc8e91d22cdd143 \ - --hash=sha256:eb595e820e46ccdffd702d23e4d1d1efadaa60db81a3da53e693ab055d8a3b1a \ - --hash=sha256:ecf244f91fc72e5dfe83652baf69a7ced414e9147288138897bc4376ebd6f8ac \ - --hash=sha256:f03814b6e6a72892ce913eaef3931e6d011068480e9c19b80e5c640fdac55109 \ - --hash=sha256:f13c34ad1ddb0d1efc92bc4039b50b534da94c51bbce25e61484bfd28b231cb5 \ - --hash=sha256:f25df0298ecea9c29768ab1267ff1186aacfff0cbd75ff3b588644043f313cd6 \ - --hash=sha256:f2aaf5fc0bb3098c24f0d8ca7e4ecbe605a26957481dfca2c8cef9d1fad7b7ca \ - --hash=sha256:fa01fdb92db6bf72cb9509eecd0a0057a4558a4f40c02eebffbc2d61b644620e +clickhouse-connect==1.0.0 \ + --hash=sha256:03ab4bda888575a2ea882ad4ed05bf9f5f15bb621209f6a4045231e3f26fedf7 \ + --hash=sha256:046f79215ebdd62192cc36e4d81b549570ca46e5b61e107b0d54cf7855b2ffff \ + --hash=sha256:04ba770a1e3d0f2d093fc7400d2da0e121b55b092b65250d738e09b0139a594e \ + --hash=sha256:07c23806a5dd00e95d7edd75796a2667234e99934033fb8f39659f58eb18fab1 \ + --hash=sha256:0a6faf07cfb16feb345c36dc5e2895a655d923ef64f10ff616eca44dfe5cc5b0 \ + --hash=sha256:0d4ed1e296c6e77dc0dbf486607cc39fc6e36866abb653543d5ad0a8426ea8f0 \ + --hash=sha256:0fcccd2b49d57a09e465fc0c01c7c323f0db637241b3fc93d869d1b256c46184 \ + --hash=sha256:1265ab0139fcf6fd36d358697a1a4dab313a6bdb7ab9a9bc8ecc3f656f16dee3 \ + --hash=sha256:1415f440ae59b03e10bd5cc11c0034f30ad5f8fad74b42153926482c99ac21eb \ + --hash=sha256:20b76e54c9ea77e86c47b3194f1a9ff1833bd6fa34cb81bfcec621eff94ed033 \ + --hash=sha256:250826f2c3a8466faa51e03902f4c989be5da6f2ab6f74928afadd19ce1e2336 \ + --hash=sha256:29185891d5de03f60ff9da37dbe1e1e44bed8ef252d0d1281ddf3a450dfe5023 \ + --hash=sha256:295e6ff6e3f7fe71c28b1753967d8669ce12d924486150c74c892d8f67cba4d9 \ + --hash=sha256:298e7816ae3ecb7935bf1fe3fb8b8e9eb639e4e14516b87f01ef5a1c223b992c \ + --hash=sha256:2ff97a4a607eb525d9835c939a05ff63f0d3127f33afe1ed78b05d928f49c16c \ + --hash=sha256:320f0c53c4cb8b06732d875cabd35a357992a9e0fcf9f4a18b631ea7ce377ef1 \ + --hash=sha256:3222ae6bf39930a34ff4a483c6b34a1f3dab02d6743428b0383f4d47af7a48db \ + --hash=sha256:34557e29c4dfa0df1f6e26d053d6af1ae8d1444f4bd44a5c647dc7dd3bea22c0 \ + --hash=sha256:345838366b453a8c9c38366ac54493c2fb325982967d7bd0cde3ff619b66d9b7 \ + --hash=sha256:39315f2096809a08cdc75850b52a3675a0639525bbd634b87c4f188bfd875200 \ + --hash=sha256:40f9ade34a50ef2edfa0007d7b300a72fb4be239a0581b5ffc46f165b6a3d1a6 \ + --hash=sha256:444a735bf44390cbd0a81d84d3b20bd0c36084d2a8b9d030bc41b938c3dff1d1 \ + --hash=sha256:46b6dbabbda32e7e717b2732585ffbccf11815ad36987af57a068a66d1a0292c \ + --hash=sha256:4959f9b8915d5a64193523b9b25d7446c583befb5e339cbf45dba68eb2c4abbb \ + --hash=sha256:4964db35f9352452861e0d4d93ea4e7f41c77889e6f78092fe6c6cae5e09f478 \ + --hash=sha256:53f1f9cd31b1af371340f39923a08ba0aef57a7a85ef4a27376107f376c1efc3 \ + --hash=sha256:56a0d59bc1639827ac7ad14158ba557e5287f6cee1b6c942fc1747be12cbcc07 \ + --hash=sha256:5ce486901a4042f6fc6a76ad2961bf5be7c4d970fabecf99113f6cb49d936303 \ + --hash=sha256:6977afeabca17cdd3bc11215902f20e850eb1d71451d93eaee8ac26068a84af4 \ + --hash=sha256:715f50937fcafa849c53314d443b55fb5b04b938f2402ec135c41e515a8312af \ + --hash=sha256:77a5ce7880dea5deadd53d189cf690bdee14513c055343104f5ad3ddcfe25025 \ + --hash=sha256:80c455d0ce5d93c4a744911dcbfb37124c009a826727770fd86f21a47d654333 \ + --hash=sha256:8c4f5c8fa36b605435b32efea4f40ce11babb5f5afcec1e00f6a6cce81f81000 \ + --hash=sha256:8e74375b92cfa94cb4c944a393a027af5c5ed562fc6b862baf6288696bc48688 \ + --hash=sha256:965a496c770d17d061115ad096d2c966af3cee40c167b035afd0f3bd8037327b \ + --hash=sha256:98a3efce3af5308ba3ed140c20a4dc6bf175736e2803b5cb75838ee36365a4eb \ + --hash=sha256:9a2612b246bb9aa69419b8d24732df50e80579f0c43dea97db457cc15b39bfb2 \ + --hash=sha256:9c64f7a26f97eeca472dab6ca9baddc1e36fae1d1c244541926ada4fad14a99b \ + --hash=sha256:9ec2a93d353415951ab10da943f30f0038acc0a1ff82b3253d82a106f3065f34 \ + --hash=sha256:a763c1b1c7977fcab59d2d1d2f249a5231abf44f8a3aa5b0df06bb849b5d0f65 \ + --hash=sha256:a9e780a6d45025469d4e9cea5fec8b0ee55ef76bae867b2f255a106c0c720133 \ + --hash=sha256:ab0a095afd9a6353872a51304c795949fb31f8fdf7519a0f27d7c0fb255983d7 \ + --hash=sha256:aebf884c1aed8cf857d3323ac041e1cf636a865d231dc241543d9a68e82b553d \ + --hash=sha256:bbc6000c1c297b969b6d0a097e84a7bfa31931b0512e4eb1674c6c6d158ade0b \ + --hash=sha256:d84b8b799c71a88a600ca0455fed2d2edb320f510b04969bf04ca6f4807ab4fc \ + --hash=sha256:dae66adb575b7eb9626d84edad4481d5c3d93ca680766c3f1891c13694913bee \ + --hash=sha256:de4a5d1ffa12127f89b5308f95c6ef5da9b1c7f5d133a7d540c364bf259351fc \ + --hash=sha256:e7cfb81c08685ad721b30cb702324de8763f7e8ff8aa653d1c7b602363524cd9 \ + --hash=sha256:ede49d49101023f45d8cfb985719a9c20cf40ff4c60a9f895d48c17dac278448 \ + --hash=sha256:ef3b69da678fe40056f585c0a788356b6eeda04b751a3837ffe75340155ecfdb \ + --hash=sha256:ef8ba83257515fd38a7007a9ae1e8b70bf38d38f4bba34c3b7660af648f88cd2 \ + --hash=sha256:f61a6d42228694cbfcdf806061e752fc88511926389a271987d61c360029b72f \ + --hash=sha256:f8730073bc1adcee13b338b347f68fa0ec7b2460aecce227be2d5abb01ea7b8c \ + --hash=sha256:fc0801be2505b2e3d3b0337c875a624eab61912b8fd55218424ad52a69deab10 # via feast (pyproject.toml) cloudpickle==3.1.2 \ --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \ --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a - # via dask -codeflare-sdk==0.36.0 \ - --hash=sha256:5dfba97aef0c2a83437682b960a9c323d54e459d949e24729d00d330b00b96a2 \ - --hash=sha256:cbac45169916e63198d214492ed1c17c49ee27d3e98303cff59e2170266a441d + # via + # dask + # mlflow-skinny +codeflare-sdk==0.37.0 \ + --hash=sha256:2106118d9341db7e329da59f296bc635c08e365d4a644013bb9a55ce38c54da5 \ + --hash=sha256:a5f86b9541a3ef2498bc920465b0e106c4e58bfa2004d14ff177f83761afd469 # via feast (pyproject.toml) colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ @@ -746,6 +752,80 @@ comm==0.2.3 \ # via # ipykernel # ipywidgets +contourpy==1.3.3 \ + --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \ + --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \ + --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \ + --hash=sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a \ + --hash=sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8 \ + --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc \ + --hash=sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470 \ + --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \ + --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \ + --hash=sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b \ + --hash=sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5 \ + --hash=sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381 \ + --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \ + --hash=sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4 \ + --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \ + --hash=sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f \ + --hash=sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772 \ + --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \ + --hash=sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42 \ + --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \ + --hash=sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77 \ + --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \ + --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \ + --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \ + --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \ + --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \ + --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \ + --hash=sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db \ + --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \ + --hash=sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620 \ + --hash=sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989 \ + --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \ + --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \ + --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \ + --hash=sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d \ + --hash=sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36 \ + --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \ + --hash=sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1 \ + --hash=sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e \ + --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \ + --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \ + --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \ + --hash=sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7 \ + --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \ + --hash=sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339 \ + --hash=sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1 \ + --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \ + --hash=sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4 \ + --hash=sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f \ + --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \ + --hash=sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36 \ + --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \ + --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \ + --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \ + --hash=sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0 \ + --hash=sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b \ + --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \ + --hash=sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe \ + --hash=sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77 \ + --hash=sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497 \ + --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd \ + --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \ + --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \ + --hash=sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13 \ + --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \ + --hash=sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae \ + --hash=sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77 \ + --hash=sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3 \ + --hash=sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f \ + --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \ + --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \ + --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a + # via matplotlib couchbase==4.3.2 \ --hash=sha256:032a180afd6621358b2c73543b9c5db9939b442fc3ad6d54417c36c8a8f65838 \ --hash=sha256:11ce688ed46edf8387bf51866618c7b4e06399e7fb34a6df002764996c109d1f \ @@ -812,164 +892,164 @@ couchbase-columnar==1.0.0 \ --hash=sha256:fc0fad2d386c5b5df7aaaccd8751e01caa886cc640cc8c92523dd07c4e7be519 \ --hash=sha256:fc4efa3e15190c3731478006de494b046bc57785e9c8ae99ac8b375a91683e38 # via feast (pyproject.toml) -coverage[toml]==7.13.5 \ - --hash=sha256:012d5319e66e9d5a218834642d6c35d265515a62f01157a45bcc036ecf947256 \ - --hash=sha256:02ca0eed225b2ff301c474aeeeae27d26e2537942aa0f87491d3e147e784a82b \ - --hash=sha256:03ccc709a17a1de074fb1d11f217342fb0d2b1582ed544f554fc9fc3f07e95f5 \ - --hash=sha256:0428cbef5783ad91fe240f673cc1f76b25e74bbfe1a13115e4aa30d3f538162d \ - --hash=sha256:04690832cbea4e4663d9149e05dba142546ca05cb1848816760e7f58285c970a \ - --hash=sha256:0590e44dd2745c696a778f7bab6aa95256de2cbc8b8cff4f7db8ff09813d6969 \ - 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--hash=sha256:98af83fd65ae24b1fdd03aaead967a9f523bcd2f1aab2d4f3ffda65bb568a6f1 \ + --hash=sha256:9aed9fa983514ca032790f3fe0d1c0e42ca7e16b42432af1706b50a9a46bef5d \ + --hash=sha256:9cd1169b2230f9cbe9c638ba38022ed7a2b1e641cc07f7cea0365e4be2a74980 \ + --hash=sha256:9d1aa57a1dc8e05bdc42e81c5d671d849577aeedf279f4c449d6d286f9ed88ca \ + --hash=sha256:9d26ac7f5398bafc5b57421ad994e8a4749e8a7a0e62d05ec7d53014d5963bfa \ + --hash=sha256:9f323af3e1e4f68b60b7b247e37b8515563a61375518fa59de1af48ba28a3db6 \ + --hash=sha256:9fbd898551762dea00d3fef2b1c4f99afd2c6a3ff952ea07d60a9bd5ed4f34bc \ + --hash=sha256:a1816c505187592dcd1c5a5f226601a549f70365fbd00930ac88b0c225b76bb4 \ + --hash=sha256:a2bd259c442cd43c49b30fbafc51776eb19ea396faf159d26a83e6a0a5f13b0c \ + --hash=sha256:a3b5ddfd6aa7ddad53ee3edb231e88a2151507a43229b7d71b953916deca127d \ + --hash=sha256:a706b908dfa85538863504c624b237a3cc34232bf403c057414ebfdb3b4d9f84 \ + --hash=sha256:a841fae2fadcae4f438d43b6ccc4aac2ad609f47cdb6cfdce60cbb3fe5ca7bc2 \ + --hash=sha256:a93bac2cb577ef60074999ed56d8a1535894398e2ed920d4185c3ec0c8864742 \ + --hash=sha256:a9f864ef57b7172e2db87a096642dd51e179e085ab6b2c371c29e885f65c8fb2 \ + --hash=sha256:acebd068fca5512c3a6fde9c045f901613478781a73f0e82b307b214daef23fb \ + --hash=sha256:b34ece8065914f938ed7f2c5872bb865336977a52919149846eac3744327267a \ + --hash=sha256:b4cc4fce8672fffcb09b0eafc167b396b3ba53c4a7230f54b7aaffbf6c835fa9 \ + --hash=sha256:b4e26a0f1b696faf283bffe5b8569e44e336c582439df5d53281ab89ee0cba96 \ + --hash=sha256:b4f07cf7edcb7ec39431a5074d7ea83b29a9f71fcfc494f0f40af4e65180420f \ + --hash=sha256:b812eb847b19876ebf33fb6c4f11819af05ab6050b0bfa1bc53412ae81779adb \ + --hash=sha256:ba3b8390db29296dbbf49e91b6fe08f990743a90c8f447ba4c2ffc29670dfa63 \ + --hash=sha256:bcb2e855b87321259a037429288ae85216d191c74de3e79bf57cd2bc0761992c \ + --hash=sha256:bfb0ed8ec5d25e93face268115d7964db9df8b9aae8edcde9ec6b16c726a7cc1 \ + --hash=sha256:c7492f2d493b976941c7ca050f273cbda2f43c381124f7586a3e3c16d1804fec \ + --hash=sha256:c79d2319cabef1fe8e86df73371126931550804738f78ad7d31e3aad85a67367 \ + --hash=sha256:c83d2399a51bbec8429266905d33616f04bc5726b1138c35844d5fcd896b2e20 \ + --hash=sha256:ca3d9cf2c32b521bd9518385608787fa86f38daf993695307531822c3430ed67 \ + --hash=sha256:cc3499459bbcdd51a65b64c35ab7ed2764eaf3cba826e0df3f1d7fe2e102b70b \ + --hash=sha256:d128b1bba9361fbaaf6a19e179e6cfd6a9103ce0c0555876f72780acc93efd85 \ + --hash=sha256:d1bb3543b58fea74d2cd1abc4054cc927e4724687cb4560cd2ed88d2c7d820c0 \ + --hash=sha256:d8b013632cc1ce1d09dbe4f32667b4d320ec2f54fc326ebeffcd0b0bcc2bb6c4 \ + --hash=sha256:d8e1762f0e9cbc26ec315471e7b47855218e833cd5a032d706fbf43845d878c7 \ + --hash=sha256:d9c8ef6ed820c433de075657d72dda1f89a2984955e58b8a75feb3f184250218 \ + --hash=sha256:dc38367eaa2abb1b766ac333142bce7655335a73537f5c8b75aaa89c2b987757 \ + --hash=sha256:f2bbb8254370eb4c628ff3d6fa8a7f74ddc40565394d4f7ab791d1fe568e37ef \ + --hash=sha256:f580f8c80acd94ac72e863efe2cab791d8c38d153e0b463b92dfa000d5c84cd1 \ + --hash=sha256:fab3877e4ebb06bd9d4d4d00ee53309ee5478e66873c66a382272e3ee33eb7ea \ + --hash=sha256:fb609b3658479e33f9516d46f1a89dbb9b6c261366e3a11844a96ec487533dae \ + --hash=sha256:fcaba850dd317c65423a9d63d88f9573c53b00354d6dd95724576cc98a131595 # via pytest-cov -cryptography==46.0.6 \ - --hash=sha256:02fad249cb0e090b574e30b276a3da6a149e04ee2f049725b1f69e7b8351ec70 \ - --hash=sha256:063b67749f338ca9c5a0b7fe438a52c25f9526b851e24e6c9310e7195aad3b4d \ - --hash=sha256:12cae594e9473bca1a7aceb90536060643128bb274fcea0fc459ab90f7d1ae7a \ - --hash=sha256:12f0fa16cc247b13c43d56d7b35287ff1569b5b1f4c5e87e92cc4fcc00cd10c0 \ - --hash=sha256:22259338084d6ae497a19bae5d4c66b7ca1387d3264d1c2c0e72d9e9b6a77b97 \ - --hash=sha256:26031f1e5ca62fcb9d1fcb34b2b60b390d1aacaa15dc8b895a9ed00968b97b30 \ - --hash=sha256:27550628a518c5c6c903d84f637fbecf287f6cb9ced3804838a1295dc1fd0759 \ - --hash=sha256:2b417edbe8877cda9022dde3a008e2deb50be9c407eef034aeeb3a8b11d9db3c \ - --hash=sha256:2ea0f37e9a9cf0df2952893ad145fd9627d326a59daec9b0802480fa3bcd2ead \ - --hash=sha256:2ef9e69886cbb137c2aef9772c2e7138dc581fad4fcbcf13cc181eb5a3ab6275 \ - --hash=sha256:341359d6c9e68834e204ceaf25936dffeafea3829ab80e9503860dcc4f4dac58 \ - --hash=sha256:380343e0653b1c9d7e1f55b52aaa2dbb2fdf2730088d48c43ca1c7c0abb7cc2f \ - --hash=sha256:3c21d92ed15e9cfc6eb64c1f5a0326db22ca9c2566ca46d845119b45b4400361 \ - --hash=sha256:3dfa6567f2e9e4c5dceb8ccb5a708158a2a871052fa75c8b78cb0977063f1507 \ - --hash=sha256:456b3215172aeefb9284550b162801d62f5f264a081049a3e94307fe20792cfa \ - --hash=sha256:4668298aef7cddeaf5c6ecc244c2302a2b8e40f384255505c22875eebb47888b \ - --hash=sha256:50575a76e2951fe7dbd1f56d181f8c5ceeeb075e9ff88e7ad997d2f42af06e7b \ - --hash=sha256:639301950939d844a9e1c4464d7e07f902fe9a7f6b215bb0d4f28584729935d8 \ - --hash=sha256:64235194bad039a10bb6d2d930ab3323baaec67e2ce36215fd0952fad0930ca8 \ - --hash=sha256:6617f67b1606dfd9fe4dbfa354a9508d4a6d37afe30306fe6c101b7ce3274b72 \ - --hash=sha256:67177e8a9f421aa2d3a170c3e56eca4e0128883cf52a071a7cbf53297f18b175 \ - --hash=sha256:6728c49e3b2c180ef26f8e9f0a883a2c585638db64cf265b49c9ba10652d430e \ - --hash=sha256:6739d56300662c468fddb0e5e291f9b4d084bead381667b9e654c7dd81705124 \ - --hash=sha256:69cf0056d6947edc6e6760e5f17afe4bea06b56a9ac8a06de9d2bd6b532d4f3a \ - --hash=sha256:760997a4b950ff00d418398ad73fbc91aa2894b5c1db7ccb45b4f68b42a63b3c \ - --hash=sha256:79e865c642cfc5c0b3eb12af83c35c5aeff4fa5c672dc28c43721c2c9fdd2f0f \ - --hash=sha256:7e6142674f2a9291463e5e150090b95a8519b2fb6e6aaec8917dd8d094ce750d \ - --hash=sha256:7f417f034f91dcec1cb6c5c35b07cdbb2ef262557f701b4ecd803ee8cefed4f4 \ - --hash=sha256:7f6690b6c55e9c5332c0b59b9c8a3fb232ebf059094c17f9019a51e9827df91c \ - --hash=sha256:8927ccfbe967c7df312ade694f987e7e9e22b2425976ddbf28271d7e58845290 \ - --hash=sha256:8ce35b77aaf02f3b59c90b2c8a05c73bac12cea5b4e8f3fbece1f5fddea5f0ca \ - --hash=sha256:8e7304c4f4e9490e11efe56af6713983460ee0780f16c63f219984dab3af9d2d \ - --hash=sha256:90e5f0a7b3be5f40c3a0a0eafb32c681d8d2c181fc2a1bdabe9b3f611d9f6b1a \ - --hash=sha256:97c8115b27e19e592a05c45d0dd89c57f81f841cc9880e353e0d3bf25b2139ed \ - --hash=sha256:9a693028b9cbe51b5a1136232ee8f2bc242e4e19d456ded3fa7c86e43c713b4a \ - --hash=sha256:9a9c42a2723999a710445bc0d974e345c32adfd8d2fac6d8a251fa829ad31cfb \ - --hash=sha256:a3e84d5ec9ba01f8fd03802b2147ba77f0c8f2617b2aff254cedd551844209c8 \ - --hash=sha256:aad75154a7ac9039936d50cf431719a2f8d4ed3d3c277ac03f3339ded1a5e707 \ - --hash=sha256:b12c6b1e1651e42ab5de8b1e00dc3b6354fdfd778e7fa60541ddacc27cd21410 \ - --hash=sha256:b928a3ca837c77a10e81a814a693f2295200adb3352395fad024559b7be7a736 \ - --hash=sha256:bcb87663e1f7b075e48c3be3ecb5f0b46c8fc50b50a97cf264e7f60242dca3f2 \ - --hash=sha256:c797e2517cb7880f8297e2c0f43bb910e91381339336f75d2c1c2cbf811b70b4 \ - --hash=sha256:c89eb37fae9216985d8734c1afd172ba4927f5a05cfd9bf0e4863c6d5465b013 \ - --hash=sha256:cdcd3edcbc5d55757e5f5f3d330dd00007ae463a7e7aa5bf132d1f22a4b62b19 \ - --hash=sha256:d24c13369e856b94892a89ddf70b332e0b70ad4a5c43cf3e9cb71d6d7ffa1f7b \ - --hash=sha256:d4e4aadb7fc1f88687f47ca20bb7227981b03afaae69287029da08096853b738 \ - --hash=sha256:d9528b535a6c4f8ff37847144b8986a9a143585f0540fbcb1a98115b543aa463 \ - --hash=sha256:ed3775295fb91f70b4027aeba878d79b3e55c0b3e97eaa4de71f8f23a9f2eb77 \ - --hash=sha256:ed418c37d095aeddf5336898a132fba01091f0ac5844e3e8018506f014b6d2c4 +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 # via # feast (pyproject.toml) # azure-identity @@ -978,6 +1058,7 @@ cryptography==46.0.6 \ # google-auth # great-expectations # jwcrypto + # mlflow # moto # msal # oracledb @@ -987,23 +1068,33 @@ cryptography==46.0.6 \ # snowflake-connector-python # types-pyopenssl # types-redis +cycler==0.12.1 \ + --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \ + --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c + # via matplotlib dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) +databricks-sdk==0.109.0 \ + --hash=sha256:46745a25324a5b36f01236760e44fc6e2bce3f051224e6f8aef7633477fcbec8 \ + --hash=sha256:96b90f5ee2e0fac89f351aa77348263e1e0ed5d4d867cdfaefd2e0acc01b1e81 + # via + # mlflow-skinny + # mlflow-tracing datasets==4.8.5 \ --hash=sha256:0f0c1c3d56ffff2c93b2f4c63c95bac94f3d7e8621aea2a2a576275233bba772 \ --hash=sha256:5079900781719c0e063a8efdd2cd95a31ad0c63209178669cd23cf1b926149ff # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq -dbt-artifacts-parser==0.13.1 \ - --hash=sha256:c341730fa34ebb38cc7d2de0282e8b713e2fc65fc6577f0d944f8abee8949dc4 \ - --hash=sha256:c7a3c4e309ae2d7d566a615e92043b0d346a77998203b0cc466234717b806e40 +dbt-artifacts-parser==0.13.2 \ + --hash=sha256:9eca1e413f7eee522cc1556634b0b9effe790b70d8ffcc46ae2328b9868efaf1 \ + --hash=sha256:abb798aa73ff8cc295b4ecf03ee02d6a3bc48ad79f7d093d4bb3ffef68e77fb4 # via feast (pyproject.toml) debugpy==1.8.20 \ --hash=sha256:077a7447589ee9bc1ff0cdf443566d0ecf540ac8aa7333b775ebcb8ce9f4ecad \ @@ -1037,9 +1128,9 @@ debugpy==1.8.20 \ --hash=sha256:eada6042ad88fa1571b74bd5402ee8b86eded7a8f7b827849761700aff171f1b \ --hash=sha256:eb506e45943cab2efb7c6eafdd65b842f3ae779f020c82221f55aca9de135ed7 # via ipykernel -decorator==5.2.1 \ - --hash=sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360 \ - --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a +decorator==5.3.1 \ + --hash=sha256:4cbcdd55a6efadb9dbea26b858f4fb3264567b52d69ca0d25b721b553f60ea82 \ + --hash=sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c # via ipython defusedxml==0.7.1 \ --hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \ @@ -1084,14 +1175,16 @@ dnspython==2.8.0 \ docker==7.1.0 \ --hash=sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c \ --hash=sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0 - # via testcontainers + # via + # mlflow + # testcontainers docling==2.27.0 \ --hash=sha256:1288ed75b27e33bf94daff34faffc6d11b7d7ccc13e3df84fb24adad3991f72d \ --hash=sha256:faba35662612a2c687a3a463e501d95f645316436084af92a0442ce162429a3d # via feast (pyproject.toml) -docling-core[chunking]==2.74.1 \ - --hash=sha256:46bf298686f2c51ddd69b6935a27dff1cc80838f2f5f1a8823492d99cf1a357b \ - --hash=sha256:e6464078012b3d45f4e0accd101fcb277063903f355eabbb9aee8de00527a789 +docling-core[chunking]==2.76.0 \ + --hash=sha256:55af705c6d0755254afddb959fe5dea3a6d413d3ea7539e380bb008268806316 \ + --hash=sha256:e4f681ad434cb45ba93bd3afaab62c5d910bf9ac6b3fdb98b12ee2e476bb75a4 # via # docling # docling-ibm-models @@ -1177,13 +1270,13 @@ durationpy==0.10 \ easyocr==1.7.2 \ --hash=sha256:5be12f9b0e595d443c9c3d10b0542074b50f0ec2d98b141a109cd961fd1c177c # via docling -elastic-transport==9.2.1 \ - --hash=sha256:39e1a25e486af34ce7aa1bc9005d1c736f1b6fb04c9b64ea0604ded5a61fc1d4 \ - --hash=sha256:97d9abd638ba8aa90faa4ca1bf1a18bde0fe2088fbc8757f2eb7b299f205773d +elastic-transport==9.4.0 \ + --hash=sha256:2dbb907ededa14e6ff5be058f8737bbba3926bd1b1a40dbc98a471285fa2cb3c \ + --hash=sha256:4eff263c8011dd950451b72be567a2484b814a89c70081053d6ae6addeab52e2 # via elasticsearch -elasticsearch==9.3.0 \ - --hash=sha256:67bd2bb4f0800f58c2847d29cd57d6e7bf5bc273483b4f17421f93e75ba09f39 \ - --hash=sha256:f76e149c0a22d5ccbba58bdc30c9f51cf894231b359ef4fd7e839b558b59f856 +elasticsearch==9.4.0 \ + --hash=sha256:95e38e130b1d01438b19343dfa0458e1857a7df8e2e30cbf23a72182b03f05ff \ + --hash=sha256:e20095ba40229f4562f7cc951883c7c62a017435f94dbe0c21526f58ba411885 # via feast (pyproject.toml) entrypoints==0.4 \ --hash=sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4 \ @@ -1236,6 +1329,7 @@ fastapi==0.136.1 \ # via # feast (pyproject.toml) # fastapi-mcp + # mlflow-skinny fastapi-mcp==0.4.0 \ --hash=sha256:d4a3fe7966af24d44e4b412720561c95eb12bed999a4443a88221834b3b15aec \ --hash=sha256:d4ca9410996f4c7b8ea0d7b20fdf79878dc359ebf89cbf3b222e0b675a55097d @@ -1259,6 +1353,68 @@ filetype==1.2.0 \ --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \ --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25 # via docling +flask==3.1.3 \ + --hash=sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb \ + --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c + # via + # flask-cors + # mlflow +flask-cors==6.0.2 \ + --hash=sha256:6e118f3698249ae33e429760db98ce032a8bf9913638d085ca0f4c5534ad2423 \ + --hash=sha256:e57544d415dfd7da89a9564e1e3a9e515042df76e12130641ca6f3f2f03b699a + # via mlflow +fonttools==4.63.0 \ + --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \ + --hash=sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c \ + --hash=sha256:0c18358a155d75034911c5ee397a5b44cd19dd325dbb8b35fb60bf421d6a72ac \ + --hash=sha256:0eac00b9118c3c2f87d272e45341871c5b3066baa3c86897fa634a7c3fb59096 \ + --hash=sha256:1e874792a8212b44583ea02189d9e693906b2f78b261f372f95d6c563210ac1d \ + --hash=sha256:22135da48a348785c5e2d5d2d9d6bec5ed44adacbaeb9db12d9493bf6c6bfa68 \ + --hash=sha256:22693918177bd9ceabec4736d338045f357769416fc6b0b2508eefef75b08616 \ + --hash=sha256:27fdc65af8da6f88b9c6121c47a464cbe359fcfff7ff6fc2d37a1f395d755b78 \ + --hash=sha256:2b8ae05d9eacf6081414d759c0a352769ac28ce31280d6bb8e77b03f9e3c449f \ + --hash=sha256:2c14b4fd138c4bafcca294765c547914e1aa431ae1ca94ab99d8db08c958bd3b \ + --hash=sha256:308f957cdeaf8abe4e5f2f124902ef405448af92c90f80e302a3b771c2e6116b \ + --hash=sha256:37dd23e621e3b0aef1baa70a303b80aaf38449632cfc8fd2a55fb285bbccfc02 \ + --hash=sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d \ + --hash=sha256:51394295f1a51de8b5f30bdb1e1b9a4231536c7064ef5c6e211eec19fa36036f \ + --hash=sha256:58dc6bb86a78d782f00f9190ca02c119cf5bbe2807536e361e18d42019f877d8 \ + --hash=sha256:59ac449f8cca9b4ffa08d2e7bbadad87ce710d69d1eda5c3c1ce579baa987272 \ + --hash=sha256:6b2248c5decb223562f7902ff6325077a073f608ee8e33e88ad88db734eb9f49 \ + --hash=sha256:6d4741eb179121cab9eea4cb2393d24492373a260d7945006358c08cfbf45419 \ + --hash=sha256:6db5140a60a5d731d21ec076745b40a310607731b0a565b50776393188649001 \ + --hash=sha256:6e528da43bc3791085f8cb6141b1d13e459226790240340fcbb4625649238b03 \ + --hash=sha256:796f27556dbe094c4824f75ca85267e4df776c79036c8441469a4df37038c196 \ + --hash=sha256:79cdc9f567aec74a72918fd060283911406750cbc9fd28c1316023deb6ce31a9 \ + --hash=sha256:7d76edbff9014094dbf03bd2d074709dfa6ec7aba13d838c937a2b33d2d6a86e \ + --hash=sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5 \ + --hash=sha256:7dd683fef0663e9f0f45cf541d788d24caa3ec9db50796b588e1757d8b3bc007 \ + --hash=sha256:85be818f5506e8a7753153def2c9550178f0ecae6a47b5e0e8dbb23f7cc90380 \ + --hash=sha256:948428a275741f0b64b113c955425a953314f4b9ab9997f73a72c83e68e569c8 \ + --hash=sha256:9ced0bd02ac751dd6319b0da88aaef24414e3b0dbc32bb4f24944821a3741a27 \ + --hash=sha256:9e12f105d2b6342c559c298afb674006bb2893afc7102dcf8a1b55b0486b4e40 \ + --hash=sha256:a8b33a82979e0a6a34ff435cc81317be1f95ec1ebb7a3a2d1c8a6a54f02ae44e \ + --hash=sha256:a9faff9e0c1f76f9fd55899d2ce785832efebab37eb8ae13995853aef178bef0 \ + --hash=sha256:af2fd1664d00a397d75f806985ddb36282091c2131a73a6485c23b4a34722263 \ + --hash=sha256:afefc1ed0a59785a7fb06ea7e1678e849c193e1e387db783579bc7b3056fcfcb \ + --hash=sha256:b1cd75a03ad8cb5bc40c90bfde68c0c47de423aa19e5c0f362b43520645eea94 \ + --hash=sha256:ba04cb5891d4c0c21b6da95eda8d7b090021508a294fff33464fc7d241e0856b \ + --hash=sha256:bf00f21eb5fb721dbaf73d1e9da6d02a1af7768f2ebcf9798be98beab8ba90f6 \ + --hash=sha256:c0425b277a59cff3d80ca42162a8de360f318438a2ac83570842a678d826d579 \ + --hash=sha256:c1aaa4b9c75798400ac043ce04d74e7830376c85095a5a6ed7cba2f17a266bf4 \ + --hash=sha256:c2a2a42198b696a6f48fad91709afb55176e66a5e566131219dba372fb7f8c59 \ + --hash=sha256:caeb583deeb5168e694b65cda8b4ee62abedfa66cf88488734466f2366b9c4e0 \ + --hash=sha256:cb014d58140a38135f16064c74c652ed57aa0b75cbf8bb59cac821f7edb5334e \ + --hash=sha256:ccf41f2efdf56994d22d73bef4ced1052161958169428d06ba9724ea9e9a64be \ + --hash=sha256:cd7e9857e5e63738b9d9fd707bc1f59c8b09e5177726d23664db393c59bb08bd \ + --hash=sha256:d76ac49f929aecaf82d83250b8347e099d7aecba0f4726c1d9b6df3b8bb5fe18 \ + --hash=sha256:d7e5c9973aa04c95650c96e5f5ad865fbf42d62079163ecfab1e01cbc2504c22 \ + --hash=sha256:dcf076a4474fe0d7367e5bbf5b052c7284fa1feca729c04176ce513521afd8a0 \ + --hash=sha256:e3297a6a4059b4acc3a1e9a8b04741f240a80044eef08ebd32e8b5bcdddce75b \ + --hash=sha256:ee08ebfa58f6e1aeff5697ab9582105bb620008c1caafb681e4c557e7483027b \ + --hash=sha256:ef3048ef05dbb552b89817713d9cac912e00d0fde4a3105c00d29e52e10c89af \ + --hash=sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745 + # via matplotlib fqdn==1.5.1 \ --hash=sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f \ --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014 @@ -1411,6 +1567,14 @@ geomet==1.1.0 \ --hash=sha256:4372fe4e286a34acc6f2e9308284850bd8c4aa5bc12065e2abbd4995900db12f \ --hash=sha256:51e92231a0ef6aaa63ac20c443377ba78a303fd2ecd179dc3567de79f3c11605 # via cassandra-driver +gitdb==4.0.12 \ + --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ + --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf + # via gitpython +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 + # via mlflow-skinny google-api-core[grpc]==2.30.3 \ --hash=sha256:a85761ba72c444dad5d611c2220633480b2b6be2521eca69cca2dbb3ffd6bfe8 \ --hash=sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b @@ -1424,10 +1588,11 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-storage # opencensus # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via + # databricks-sdk # google-api-core # google-auth-oauthlib # google-cloud-bigquery @@ -1438,9 +1603,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -1450,17 +1615,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -1512,20 +1677,34 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core # grpc-google-iam-v1 # grpcio-status +graphene==3.4.3 \ + --hash=sha256:2a3786948ce75fe7e078443d37f609cbe5bb36ad8d6b828740ad3b95ed1a0aaa \ + --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71 + # via mlflow +graphql-core==3.2.8 \ + --hash=sha256:015457da5d996c924ddf57a43f4e959b0b94fb695b85ed4c29446e508ed65cf3 \ + --hash=sha256:cbee07bee1b3ed5e531723685369039f32ff815ef60166686e0162f540f1520c + # via + # graphene + # graphql-relay +graphql-relay==3.2.0 \ + --hash=sha256:1ff1c51298356e481a0be009ccdff249832ce53f30559c1338f22a0e0d17250c \ + --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5 + # via graphene great-expectations==0.18.8 \ --hash=sha256:ab41cfa3de829a4f77bdcd4a23244684cbb67fdacc734d38910164cd02ec95b6 \ --hash=sha256:c1205bede593f679e22e0b3826d6ae1623c439cafd553f9f0bc2b0fd441f6ed9 @@ -1594,6 +1773,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1676,6 +1856,7 @@ gunicorn==25.3.0 \ --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 # via # feast (pyproject.toml) + # mlflow # uvicorn-worker h11==0.16.0 \ --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \ @@ -1695,32 +1876,32 @@ hazelcast-python-client==5.6.0 \ --hash=sha256:834b87076a47c781ef80bdcb522b86abc75ff28992dfe384e47f669f06cabb18 \ --hash=sha256:e2cec409068990ca9b4381fe97160cc2375412334782bef45ab4c8fe4d10536c # via feast (pyproject.toml) -hf-xet==1.4.3 \ - --hash=sha256:0392c79b7cf48418cd61478c1a925246cf10639f4cd9d94368d8ca1e8df9ea07 \ - --hash=sha256:1feb0f3abeacee143367c326a128a2e2b60868ec12a36c225afb1d6c5a05e6d2 \ - --hash=sha256:21644b404bb0100fe3857892f752c4d09642586fd988e61501c95bbf44b393a3 \ - --hash=sha256:22bdc1f5fb8b15bf2831440b91d1c9bbceeb7e10c81a12e8d75889996a5c9da8 \ - --hash=sha256:27c976ba60079fb8217f485b9c5c7fcd21c90b0367753805f87cb9f3cdc4418a \ - --hash=sha256:2815a49a7a59f3e2edf0cf113ae88e8cb2ca2a221bf353fb60c609584f4884d4 \ - --hash=sha256:39f2d2e9654cd9b4319885733993807aab6de9dfbd34c42f0b78338d6617421f \ - --hash=sha256:42ee323265f1e6a81b0e11094564fb7f7e0ec75b5105ffd91ae63f403a11931b \ - --hash=sha256:49ad8a8cead2b56051aa84d7fce3e1335efe68df3cf6c058f22a65513885baac \ - --hash=sha256:5251d5ece3a81815bae9abab41cf7ddb7bcb8f56411bce0827f4a3071c92fdc6 \ - --hash=sha256:60cf7fc43a99da0a853345cf86d23738c03983ee5249613a6305d3e57a5dca74 \ - --hash=sha256:681c92a07796325778a79d76c67011764ecc9042a8c3579332b61b63ae512075 \ - --hash=sha256:6b591fcad34e272a5b02607485e4f2a1334aebf1bc6d16ce8eb1eb8978ac2021 \ - --hash=sha256:7551659ba4f1e1074e9623996f28c3873682530aee0a846b7f2f066239228144 \ - --hash=sha256:7716d62015477a70ea272d2d68cd7cad140f61c52ee452e133e139abfe2c17ba \ - --hash=sha256:7c2c7e20bcfcc946dc67187c203463f5e932e395845d098cc2a93f5b67ca0b47 \ - --hash=sha256:8b301fc150290ca90b4fccd079829b84bb4786747584ae08b94b4577d82fb791 \ - --hash=sha256:8ddedb73c8c08928c793df2f3401ec26f95be7f7e516a7bee2fbb546f6676113 \ - --hash=sha256:987f09cfe418237812896a6736b81b1af02a3a6dcb4b4944425c4c4fca7a7cf8 \ - --hash=sha256:bee693ada985e7045997f05f081d0e12c4c08bd7626dc397f8a7c487e6c04f7f \ - --hash=sha256:c5b48db1ee344a805a1b9bd2cda9b6b65fe77ed3787bd6e87ad5521141d317cd \ - --hash=sha256:d0da85329eaf196e03e90b84c2d0aca53bd4573d097a75f99609e80775f98025 \ - --hash=sha256:d972fbe95ddc0d3c0fc49b31a8a69f47db35c1e3699bf316421705741aab6653 \ - --hash=sha256:e23717ce4186b265f69afa66e6f0069fe7efbf331546f5c313d00e123dc84583 \ - --hash=sha256:fc360b70c815bf340ed56c7b8c63aacf11762a4b099b2fe2c9bd6d6068668c08 +hf-xet==1.5.0 \ + --hash=sha256:1e60df5a42e9bed8628b6416af2cba4cba57ae9f02de226a06b020d98e1aab18 \ + --hash=sha256:2806c7c17b4d23f8d88f7c4814f838c3b6150773fe339c20af23e1cfaf2797e4 \ + --hash=sha256:2baea1b0b989e5c152fe81425f7745ddc8901280ba3d97c98d8cdece7b706c60 \ + --hash=sha256:3531b1823a0e6d77d80f9ed15ca0e00f0d115094f8ac033d5cae88f4564cc949 \ + --hash=sha256:4b35549ce62601b84da4ff9b24d970032ace3d4430f52d91bcbb26c901d6c690 \ + --hash=sha256:526345b3ed45f374f6317349df489167606736c876241ba984105afe7fd4839d \ + --hash=sha256:5906bf7718d3636dc13402914736abe723492cb730f744834f5f5b67d3a12702 \ + --hash=sha256:5f3dc2248fc01cc0a00cd392ab497f1ca373fcbc7e3f2da1f452480b384e839e \ + --hash=sha256:73a0dae8c71de3b0633a45c73f4a4a5ed09e94b43441d82981a781d4f12baa42 \ + --hash=sha256:786d28e2eb8315d5035544b9d137b4a842d600c434bb91bf7d0d953cce906ad4 \ + --hash=sha256:7d70fe2ce97b9db73b9c9b9c81fe3693640aec83416a966c446afea54acfae3c \ + --hash=sha256:872d5601e6deea30d15865ede55d29eac6daf5a534ab417b99b6ef6b076dd96c \ + --hash=sha256:8dbcbab554c9ef158ef2c991545c3e970ddd8cc7acdcd0a78c5a41095dab4ded \ + --hash=sha256:9929561f5abf4581c8ea79587881dfef6b8abb2a0d8a51915936fc2a614f4e73 \ + --hash=sha256:9a0ee58cd18d5ea799f7ed11290bbccbe56bdd8b1d97ca74b9cc49a3945d7a3b \ + --hash=sha256:a60290ec57e9b71767fba7c3645ddafdd0759974b540441510c629c6db6db24a \ + --hash=sha256:b285cea1b5bab46b758772716ba8d6854a1a0310fed1c249d678a8b38601e5a0 \ + --hash=sha256:b6c9df403040248c76d808d3e047d64db2d923bae593eb244c41e425cf6cd7be \ + --hash=sha256:c799d49f1a5544a0ef7591c0ee75e0d6b93d6f56dc7a4979f59f7518d2872216 \ + --hash=sha256:cf7b2dc6f31a4ea754bb50f74cde482dcf5d366d184076d8530b9872787f3761 \ + --hash=sha256:dad0dc84e941b8ba3c860659fe1fdc35c049d47cce293f003287757e971a8f56 \ + --hash=sha256:e0fb0a34d9f406eed88233e829a67ec016bec5af19e480eac65a233ea289a948 \ + --hash=sha256:e5de0f6deada0dada870bb376a11bcd1f08abf3a968a6d118f33e72d1b1eb480 \ + --hash=sha256:f7b7bbae318e583a86fb21e5a4a175d6721d628a2874f4bd022d0e660c32a682 \ + --hash=sha256:fd6e5a9b0fdac4ed03ed45ef79254a655b1aaab514a02202617fbf643f5fdf7a # via huggingface-hub hiredis==3.3.1 \ --hash=sha256:002fc0201b9af1cc8960e27cdc501ad1f8cdd6dbadb2091c6ddbd4e5ace6cb77 \ @@ -1898,6 +2079,10 @@ httpx-sse==0.4.3 \ --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \ --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d # via mcp +huey==2.6.0 \ + --hash=sha256:1b9df9d370b49c6d5721ba8a01ac9a787cf86b3bdc584e4679de27b920395c3f \ + --hash=sha256:8d11f8688999d65266af1425b831f6e3773e99415027177b8734b0ffd5e251f6 + # via mlflow huggingface-hub==0.36.2 \ --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \ --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270 @@ -1922,9 +2107,9 @@ identify==2.6.19 \ --hash=sha256:20e6a87f786f768c092a721ad107fc9df0eb89347be9396cadf3f4abbd1fb78a \ --hash=sha256:6be5020c38fcb07da56c53733538a3081ea5aa70d36a156f83044bfbf9173842 # via pre-commit -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1943,7 +2128,9 @@ imagesize==2.0.0 \ importlib-metadata==8.7.1 \ --hash=sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb \ --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151 - # via opentelemetry-api + # via + # mlflow-skinny + # opentelemetry-api importlib-resources==7.1.0 \ --hash=sha256:0722d4c6212489c530f2a145a34c0a7a3b4721bc96a15fada5930e2a0b760708 \ --hash=sha256:1bd7b48b4088eddb2cd16382150bb515af0bd2c70128194392725f82ad2c96a1 @@ -1985,9 +2172,13 @@ isoduration==20.11.0 \ --hash=sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9 \ --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042 # via jsonschema -jedi==0.19.2 \ - --hash=sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0 \ - --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9 +itsdangerous==2.2.0 \ + --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef \ + --hash=sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173 + # via flask +jedi==0.20.0 \ + --hash=sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67 \ + --hash=sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011 # via ipython jinja2==3.1.6 \ --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \ @@ -1995,6 +2186,7 @@ jinja2==3.1.6 \ # via # feast (pyproject.toml) # altair + # flask # great-expectations # jupyter-server # jupyterlab @@ -2079,9 +2271,9 @@ jupyter-lsp==2.3.1 \ --hash=sha256:71b954d834e85ff3096400554f2eefaf7fe37053036f9a782b0f7c5e42dadb81 \ --hash=sha256:fdf8a4aa7d85813976d6e29e95e6a2c8f752701f926f2715305249a3829805a6 # via jupyterlab -jupyter-server==2.17.0 \ - --hash=sha256:c38ea898566964c888b4772ae1ed58eca84592e88251d2cfc4d171f81f7e99d5 \ - --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f +jupyter-server==2.18.2 \ + --hash=sha256:06b4f40d8a7a00bb39d5216859c81374a0e7cfefe6d8a5a7facc5a5c37c679a7 \ + --hash=sha256:fa5e46539ded65791838035a2b6001f13e54d5f64b8b3752eb1e91fdd641a5b8 # via # jupyter-lsp # jupyterlab @@ -2114,6 +2306,125 @@ jwcrypto==1.5.7 \ --hash=sha256:70204d7cca406eda8c82352e3c41ba2d946610dafd19e54403f0a1f4f18633c6 \ --hash=sha256:729463fefe28b6de5cf1ebfda3e94f1a1b41d2799148ef98a01cb9678ebe2bb0 # via python-keycloak +kiwisolver==1.5.0 \ + --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \ + --hash=sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679 \ + --hash=sha256:0255a027391d52944eae1dbb5d4cc5903f57092f3674e8e544cdd2622826b3f0 \ + --hash=sha256:0b85aad90cea8ac6797a53b5d5f2e967334fa4d1149f031c4537569972596cb8 \ + --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276 \ + --hash=sha256:0c50b89ffd3e1a911c69a1dd3de7173c0cd10b130f56222e57898683841e4f96 \ + --hash=sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e \ + --hash=sha256:0df54df7e686afa55e6f21fb86195224a6d9beb71d637e8d7920c95cf0f89aac \ + --hash=sha256:0e3aafb33aed7479377e5e9a82e9d4bf87063741fc99fc7ae48b0f16e32bdd6f \ + --hash=sha256:12e91c215a96e39f57989c8912ae761286ac5a9584d04030ceb3368a357f017a \ + --hash=sha256:1465387ac63576c3e125e5337a6892b9e99e0627d52317f3ca79e6930d889d15 \ + --hash=sha256:16b85d37c2cbb3253226d26e64663f755d88a03439a9c47df6246b35defbdfb7 \ + --hash=sha256:1b0feb50971481a2cc44d94e88bdb02cdd497618252ae226b8eb1201b957e368 \ + --hash=sha256:1d49a49ac4cbfb7c1375301cd1ec90169dfeae55ff84710d782260ce77a75a02 \ + --hash=sha256:1d9daea4ea6b9be74fe2f01f7fbade8d6ffab263e781274cffca0dba9be9eec9 \ + --hash=sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681 \ + --hash=sha256:1f1489f769582498610e015a8ef2d36f28f505ab3096d0e16b4858a9ec214f57 \ + --hash=sha256:2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27 \ + --hash=sha256:295d9ffe712caa9f8a3081de8d32fc60191b4b51c76f02f951fd8407253528f4 \ + --hash=sha256:2a075bd7bd19c70cf67c8badfa36cf7c5d8de3c9ddb8420c51e10d9c50e94920 \ + --hash=sha256:32cc0a5365239a6ea0c6ed461e8838d053b57e397443c0ca894dcc8e388d4374 \ + --hash=sha256:332b4f0145c30b5f5ad9374881133e5aa64320428a57c2c2b61e9d891a51c2f3 \ + --hash=sha256:377815a8616074cabbf3f53354e1d040c35815a134e01d7614b7692e4bf8acfa \ + --hash=sha256:38f4a703656f493b0ad185211ccfca7f0386120f022066b018eb5296d8613e23 \ + --hash=sha256:3ac2360e93cb41be81121755c6462cff3beaa9967188c866e5fce5cf13170859 \ + 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--hash=sha256:bdd3e53429ff02aa319ba59dfe4ceeec345bf46cf180ec2cf6fd5b942e7975e9 \ + --hash=sha256:be12f931839a3bdfe28b584db0e640a65a8bcbc24560ae3fdb025a449b3d754e \ + --hash=sha256:be4a51a55833dc29ab5d7503e7bcb3b3af3402d266018137127450005cdfe737 \ + --hash=sha256:beb7f344487cdcb9e1efe4b7a29681b74d34c08f0043a327a74da852a6749e7b \ + --hash=sha256:bf4679a3d71012a7c2bf360e5cd878fbd5e4fcac0896b56393dec239d81529ed \ + --hash=sha256:c0e1403fd7c26d77c1f03e096dc58a5c726503fa0db0456678b8668f76f521e3 \ + --hash=sha256:c31c13da98624f957b0fb1b5bae5383b2333c2c3f6793d9825dd5ce79b525cb7 \ + --hash=sha256:c438f6ca858697c9ab67eb28246c92508af972e114cac34e57a6d4ba17a3ac08 \ + --hash=sha256:c8277104ded0a51e699c8c3aff63ce2c56d4ed5519a5f73e0fd7057f959a2b9e \ + --hash=sha256:c95cab08d1965db3d84a121f1c7ce7479bdd4072c9b3dafd8fecce48a2e6b902 \ + --hash=sha256:cc0b66c1eec9021353a4b4483afb12dfd50e3669ffbb9152d6842eb34c7e29fd \ + --hash=sha256:cdee07c4d7f6d72008d3f73b9bf027f4e11550224c7c50d8df1ae4a37c1402a6 \ + --hash=sha256:ce9bf03dad3b46408c08649c6fbd6ca28a9fce0eb32fdfffa6775a13103b5310 \ + --hash=sha256:cff8e5383db4989311f99e814feeb90c4723eb4edca425b9d5d9c3fefcdd9537 \ + --hash=sha256:d168fda2dbff7b9b5f38e693182d792a938c31db4dac3a80a4888de603c99554 \ + --hash=sha256:d1ffeb80b5676463d7a7d56acbe8e37a20ce725570e09549fe738e02ca6b7e1e \ + --hash=sha256:d36ca54cb4c6c4686f7cbb7b817f66f5911c12ddb519450bbe86707155028f87 \ + --hash=sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a \ + --hash=sha256:d5cd5189fc2b6a538b75ae45433140c4823463918f7b1617c31e68b085c0022c \ + --hash=sha256:d618fd27420381a4f6044faa71f46d8bfd911bd077c555f7138ed88729bfbe79 \ + --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e \ + --hash=sha256:daae526907e262de627d8f70058a0f64acc9e2641c164c99c8f594b34a799a16 \ + --hash=sha256:db485b3847d182b908b483b2ed133c66d88d49cacf98fd278fadafe11b4478d1 \ + --hash=sha256:dd952e03bfbb096cfe2dd35cd9e00f269969b67536cb4370994afc20ff2d0875 \ + --hash=sha256:dda366d548e89a90d88a86c692377d18d8bd64b39c1fb2b92cb31370e2896bbd \ + --hash=sha256:e315e5ec90d88e140f57696ff85b484ff68bb311e36f2c414aa4286293e6dee0 \ + --hash=sha256:e4415a8db000bf49a6dd1c478bf70062eaacff0f462b92b0ba68791a905861f9 \ + --hash=sha256:e7a116ae737f0000343218c4edf5bd45893bfeaff0993c0b215d7124c9f77646 \ + --hash=sha256:e7c4c09a490dc4d4a7f8cbee56c606a320f9dc28cf92a7157a39d1ce7676a657 \ + --hash=sha256:ebae99ed6764f2b5771c522477b311be313e8841d2e0376db2b10922daebbba4 \ + --hash=sha256:ec4c85dc4b687c7f7f15f553ff26a98bfe8c58f5f7f0ac8905f0ba4c7be60232 \ + --hash=sha256:ed3a984b31da7481b103f68776f7128a89ef26ed40f4dc41a2223cda7fb24819 \ + --hash=sha256:f18c2d9782259a6dc132fdc7a63c168cbc74b35284b6d75c673958982a378384 \ + --hash=sha256:f1f9f4121ec58628c96baa3de1a55a4e3a333c5102c8e94b64e23bf7b2083309 \ + --hash=sha256:f42c23db5d1521218a3276bb08666dcb662896a0be7347cba864eca45ff64ede \ + --hash=sha256:f443b4825c50a51ee68585522ab4a1d1257fac65896f282b4c6763337ac9f5d2 \ + --hash=sha256:f6764a4ccab3078db14a632420930f6186058750df066b8ea2a7106df91d3203 \ + --hash=sha256:f7c7553b13f69c1b29a5bde08ddc6d9d0c8bfb84f9ed01c30db25944aeb852a7 \ + --hash=sha256:fa6248cd194edff41d7ea9425ced8ca3a6f838bfb295f6f1d6e6bb694a8518df \ + --hash=sha256:fa8eb9ecdb7efb0b226acec134e0d709e87a909fa4971a54c0c4f6e88635484c \ + --hash=sha256:fc20894c3d21194d8041a28b65622d5b86db786da6e3cfe73f0c762951a61167 \ + --hash=sha256:fc4d3f1fb9ca0ae9f97b095963bc6326f1dbfd3779d6679a1e016b9baaa153d3 \ + --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \ + --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398 + # via matplotlib kube-authkit==0.4.0 \ --hash=sha256:1df61ac392fca96c8f5ae8c3d6e9918f1e1655d212434b3c3da5f92cc23b660d \ --hash=sha256:3bf5fc6ddc882498040118c907628ea68789f9a947454c241972008be59601a3 @@ -2343,9 +2654,13 @@ makefun==1.16.0 \ --hash=sha256:43baa4c3e7ae2b17de9ceac20b669e9a67ceeadff31581007cca20a07bbe42c4 \ --hash=sha256:e14601831570bff1f6d7e68828bcd30d2f5856f24bad5de0ccb22921ceebc947 # via great-expectations -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +mako==1.3.12 \ + --hash=sha256:8f61569480282dbf557145ce441e4ba888be453c30989f879f0d652e39f53ea9 \ + --hash=sha256:9f778e93289bd410bb35daadeb4fc66d95a746f0b75777b942088b7fd7af550a + # via alembic +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich marko==2.2.2 \ --hash=sha256:6940308e655f63733ca518c47a68ec9510279dbb916c83616e4c4b5829f052e8 \ @@ -2442,22 +2757,81 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via + # flask # jinja2 + # mako # nbconvert # werkzeug marshmallow==3.26.2 \ --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \ --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57 # via great-expectations -matplotlib-inline==0.2.1 \ - --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76 \ - --hash=sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe +matplotlib==3.10.9 \ + --hash=sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9 \ + --hash=sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42 \ + --hash=sha256:172db52c9e683f5d12eaf57f0f54834190e12581fe1cc2a19595a8f5acb4e77d \ + --hash=sha256:1872fb212a05b729e649754a72d5da61d03e0554d76e80303b6f83d1d2c0552b \ + --hash=sha256:1aa972116abb4c9d201bf245620b433726cb6856f3bef6a78f776a00f5c92d37 \ + --hash=sha256:1e7698ac9868428e84d2c967424803b2472ff7167d9d6590d4204ed775343c3b \ + --hash=sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456 \ + --hash=sha256:3225f4e1edcb8c86c884ddf79ebe20ecd0a67d30188f279897554ccd8fded4dc \ + --hash=sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f \ + --hash=sha256:345f6f68ecc8da0ca56fad2ea08fde1a115eda530079eca185d50a7bc3e146c6 \ + --hash=sha256:34cf8167e023ad956c15f36302911d5406bd99a9862c1a8499ea6f7c0e015dc2 \ + --hash=sha256:3fc0364dfbe1d07f6d15c5ebd0c5bf89e126916e5a8667dd4a7a6e84c36653d4 \ + --hash=sha256:41cb28c2bd769aa3e98322c6ab09854cbcc52ab69d2759d681bba3e327b2b320 \ + --hash=sha256:42fb814efabe95c06c1994d8ab5a8385f43a249e23badd3ba931d4308e5bca20 \ + --hash=sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf \ + --hash=sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c \ + --hash=sha256:51bf0ddbdc598e060d46c16b5590708f81a1624cefbaaf62f6a81bf9285b8c80 \ + --hash=sha256:56fc0bd271b00025c6edfdc7c2dcd247372c8e1544971d62e1dc7c17367e8bf9 \ + --hash=sha256:59476c6d29d612b8e9bb6ce8c5b631be6ba8f9e3a2421f22a02b192c7dd28716 \ + --hash=sha256:6640f75af2c6148293caa0a2b39dd806a492dd66c8a8b04035813e33d0fd2585 \ + --hash=sha256:68cfdcede415f7c8f5577b03303dd94526cdb6d11036cecdc205e08733b2d2bb \ + --hash=sha256:6b63d9c7c769b88ab81e10dc86e4e0607cf56817b9f9e6cf24b2a5f1693b8e38 \ + --hash=sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4 \ + --hash=sha256:6c63ebcd8b4b169eb2f5c200552ae6b8be8999a005b6b507ed76fb8d7d674fe2 \ + --hash=sha256:77210dce9cb8153dffc967efaae990543392563d5a376d4dd8539bebcb0ed217 \ + --hash=sha256:7a8d66a55def891c33147ba3ba9bfcabf0b526a43764c818acbb4525e5ed0838 \ + --hash=sha256:82368699727bfb7b0182e1aa13082e3c08e092fa1a25d3e1fd92405bff96f6d4 \ + --hash=sha256:82834c3c292d24d3a8aae77cd2d20019de69d692a34a970e4fdb8d33e2ea3dda \ + --hash=sha256:8e436d155fa8a3399dc62683f8f5d0e2e50d25d0144a73edd73f82eec8f4abfb \ + --hash=sha256:8f3bcac1ca5ed000a6f4337d47ba67dfddf37ed6a46c15fd7f014997f7bf865f \ + --hash=sha256:97e35e8d39ccc85859095e01a53847432ba9a53ddf7986f7a54a11b73d0e143f \ + --hash=sha256:985f2238880e2e69093f588f5fe2e46771747febf0649f3cf7f7b7480875317f \ + --hash=sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c \ + --hash=sha256:a5a6104ed666402ba5106d7f36e0e0cdca4e8d7fa4d39708ca88019e2835a2eb \ + --hash=sha256:aba1615dabe83188e19d4f75a253c6a08423e04c1425e64039f800050a69de6b \ + --hash=sha256:ae20801130378b82d647ff5047c07316295b68dc054ca6b3c13519d0ea624285 \ + --hash=sha256:ae2f11957b27ce53497dd4d7b235c4d4f1faf383dfb39d0c5beb833bff883294 \ + --hash=sha256:b049278ddce116aaa1c1377ebf58adea909132dfce0281cf7e3a1ea9fc2e2c65 \ + --hash=sha256:b1b745c489cd1a77a0dc1120a05dc87af9798faebc913601feb8c73d89bf2d1e \ + --hash=sha256:b2b9516251cb89ff618d757daec0e2ed1bf21248013844a853d87ef85ab3081d \ + --hash=sha256:b580440f1ff81a0e34122051a3dfabb7e4b7f9e380629929bde0eff9af72165f \ + --hash=sha256:ba7b3b8ef09eab7df0e86e9ae086faa433efbfbdb46afcb3aa16aabf779469a8 \ + --hash=sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39 \ + --hash=sha256:d091f9d758b34aaaaa6331d13574bf01891d903b3dec59bfff458ef7551de5d6 \ + --hash=sha256:d730e984eddf56974c3e72b6129c7ca462ac38dc624338f4b0b23eb23ecba00f \ + --hash=sha256:d75d11c949914165976c621b2324f9ef162af7ebf4b057ddf95dd1dba7e5edcf \ + --hash=sha256:d843374407c4017a6403b59c6c81606773d136f3259d5b6da3131bc814542cc2 \ + --hash=sha256:da4e09638420548f31c354032a6250e473c68e5a4e96899b4844cf39ddea23fe \ + --hash=sha256:de2445a0c6690d21b7eb6ce071cebad6d40a2e9bdf10d039074a96ba19797b99 \ + --hash=sha256:dfca0129678bd56379db26c52b5d77ed7de314c047492fbdc763aa7501710cfb \ + --hash=sha256:e9fae004b941b23ff2edcf1567a857ed77bafc8086ffa258190462328434faf8 \ + --hash=sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1 \ + --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921 \ + --hash=sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba \ + --hash=sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358 + # via mlflow +matplotlib-inline==0.2.2 \ + --hash=sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6 \ + --hash=sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79 # via # ipykernel # ipython -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -2475,12 +2849,24 @@ minio==7.2.11 \ --hash=sha256:153582ed52ff3b5005ba558e1f25bfe1e9e834f7f0745e594777f28e3e81e1a0 \ --hash=sha256:4db95a21fe1e2022ec975292d8a1f83bd5b18f830d23d42a4518ac7a5281d7c5 # via feast (pyproject.toml) -mistune==3.2.0 \ - --hash=sha256:708487c8a8cdd99c9d90eb3ed4c3ed961246ff78ac82f03418f5183ab70e398a \ - --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1 +mistune==3.2.1 \ + --hash=sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048 \ + --hash=sha256:7c8e5501d38bac1582e067e46c8343f17d57ea1aaa735823f3aba1fd59c88a28 # via # great-expectations # nbconvert +mlflow==3.12.0 \ + --hash=sha256:227ee31c6abf7ae3b3c38d4ca87c356e107578740c1efee89da43f2a5b9e3b47 \ + --hash=sha256:e1c28ed4c48557cc52c766f17f1ca5826753ddf241d43f30f99c45f7ea6b3ce0 + # via feast (pyproject.toml) +mlflow-skinny==3.12.0 \ + --hash=sha256:0498f3697abcabcc6204c432ef179840f6a7a34ce123837c98c1913064fda6dd \ + --hash=sha256:74d27066bc9553d281e0c31d25f07deb39dbe99d190e4f7c257703e5c8ee6d10 + # via mlflow +mlflow-tracing==3.12.0 \ + --hash=sha256:8702a34a1d4f1517ba904d716f5a8fca4675e6526f7d164d02bdaabececa2d80 \ + --hash=sha256:c6072553f47b42505dc7ee62946688a4a0dde8f06b78fbc60e946397b20e1518 + # via mlflow mmh3==5.2.1 \ --hash=sha256:022aa1a528604e6c83d0a7705fdef0b5355d897a9e0fa3a8d26709ceaa06965d \ --hash=sha256:0634581290e6714c068f4aa24020acf7880927d1f0084fa753d9799ae9610082 \ @@ -2951,83 +3337,84 @@ notebook-shim==0.2.4 \ # via # jupyterlab # notebook -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # accelerate # altair + # contourpy # dask # datasets # db-dtypes @@ -3037,6 +3424,8 @@ numpy==2.4.4 \ # great-expectations # ibis-framework # imageio + # matplotlib + # mlflow # opencv-python-headless # pandas # pandas-gbq @@ -3048,6 +3437,7 @@ numpy==2.4.4 \ # scipy # sentence-transformers # shapely + # skops # tifffile # torchvision # transformers @@ -3073,8 +3463,8 @@ opencv-python-headless==4.13.0.92 \ --hash=sha256:a7cf08e5b191f4ebb530791acc0825a7986e0d0dee2a3c491184bd8599848a4b \ --hash=sha256:eb60e36b237b1ebd40a912da5384b348df8ed534f6f644d8e0b4f103e272ba7d # via easyocr -openlineage-python==1.46.0 \ - --hash=sha256:f6228a01d34990e76ede5b55b3f99169e54e2e624814c4493f064b9cb1bfba37 +openlineage-python==1.47.1 \ + --hash=sha256:44ca34b0b38c9a49f6b7200ace37612334a34a455361af29adcfb80e27d258dd # via feast (pyproject.toml) openpyxl==3.1.5 \ --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2 \ @@ -3088,6 +3478,8 @@ opentelemetry-api==1.41.1 \ --hash=sha256:0ad1814d73b875f84494387dae86ce0b12c68556331ce6ce8fe789197c949621 \ --hash=sha256:a22df900e75c76dc08440710e51f52f1aa6b451b429298896023e60db5b3139f # via + # mlflow-skinny + # mlflow-tracing # opentelemetry-exporter-prometheus # opentelemetry-sdk # opentelemetry-semantic-conventions @@ -3098,125 +3490,130 @@ opentelemetry-exporter-prometheus==0.62b1 \ opentelemetry-proto==1.27.0 \ --hash=sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6 \ --hash=sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace - # via ray + # via + # mlflow-skinny + # mlflow-tracing + # ray opentelemetry-sdk==1.41.1 \ --hash=sha256:724b615e1215b5aeacda0abb8a6a8922c9a1853068948bd0bd225a56d0c792e6 \ --hash=sha256:edee379c126c1bce952b0c812b48fe8ff35b30df0eecf17e98afa4d598b7d85d # via + # mlflow-skinny + # mlflow-tracing # opentelemetry-exporter-prometheus # ray opentelemetry-semantic-conventions==0.62b1 \ --hash=sha256:c5cc6e04a7f8c7cdd30be2ed81499fa4e75bfbd52c9cb70d40af1f9cd3619802 \ --hash=sha256:cf506938103d331fbb78eded0d9788095f7fd59016f2bda813c3324e5a74a93c # via opentelemetry-sdk -oracledb==3.4.2 \ - --hash=sha256:00c79448017f367bb7ab6900efe0706658a53768abea2b4519a4c9b2d5743890 \ - --hash=sha256:0e16fe3d057e0c41a23ad2ae95bfa002401690773376d476be608f79ac74bf05 \ - --hash=sha256:0f04a2d62073407672f114d02529921de0677c6883ed7c64d8d1a3c04caa3238 \ - --hash=sha256:1617a1db020346883455af005efbefd51be2c4d797e43b1b38455a19f8526b48 \ - --hash=sha256:19fa80ef84f85ad74077aa626067bbe697e527bd39604b4209f9d86cb2876b89 \ - --hash=sha256:1e4930d7f6584832dcc15b8ca415a7957b0c45f5aa7c4f88702e070e5c53bf93 \ - --hash=sha256:23aa07c1eaca17ae74c6fdc86b218f58484d56452958aead1aa460c0596a76c1 \ - --hash=sha256:31b7ee83c23d0439778303de8a675717f805f7e8edb5556d48c4d8343bcf14f5 \ - --hash=sha256:3df8eee1410d25360599968b1625b000f10c5ae0e47274031a7842a9dc418890 \ - --hash=sha256:404ec1451d0448653ee074213b87d6c5bd65eaa74b50083ddf2c9c3e11c71c71 \ - --hash=sha256:46e0f2278ff1fe83fbc33a3b93c72d429323ec7eed47bc9484e217776cd437e5 \ - --hash=sha256:55397e7eb43bb7017c03a981c736c25724182f5210951181dfe3fab0e5d457fb \ - --hash=sha256:574c8280d49cbbe21dbe03fc28356d9b9a5b9e300ebcde6c6d106e51453a7e65 \ - --hash=sha256:59ad6438f56a25e8e1a4a3dd1b42235a5d09ab9ba417ff2ad14eae6596f3d06f \ - --hash=sha256:5d7befb014174c5ae11c3a08f5ed6668a25ab2335d8e7104dca70d54d54a5b3a \ - --hash=sha256:5ed78d7e7079a778062744ccf42141ce4806818c3f4dd6463e4a7edd561c9f86 \ - --hash=sha256:643c25d301a289a371e37fcedb59e5fa5e54fb321708e5c12821c4b55bdd8a4d \ - --hash=sha256:6d85622664cc88d5a82bbd7beccb62cd53bd272c550a5e15e7d5f8ae6b86f1f1 \ - --hash=sha256:9f434a739405557bd57cb39b62238142bb27855a524a70dc6d397a2a8c576c9d \ - --hash=sha256:a7396664e592881225ba66385ee83ce339d864f39003d6e4ca31a894a7e7c552 \ - --hash=sha256:ac25a0448fc830fb7029ad50cd136cdbfcd06975d53967e269772cc5cb8c203a \ - --hash=sha256:b1095d95d0c8b37e4d0e17cf1928919cb59222b6344362a1cf6a2f3ca205a28a \ - --hash=sha256:b26a10f9c790bd141ffc8af68520803ed4a44a9258bf7d1eea9bfdd36bd6df7f \ - --hash=sha256:b8e4b8a852251cef09038b75f30fce1227010835f4e19cfbd436027acba2697c \ - --hash=sha256:b974caec2c330c22bbe765705a5ac7d98ec3022811dec2042d561a3c65cb991b \ - --hash=sha256:d7ce75c498bff758548ec6e4424ab4271aa257e5887cc436a54bc947fd46199a \ - --hash=sha256:d8d75e4f879b908be66cce05ba6c05791a5dbb4a15e39abc01aa25c8a2492bd9 \ - --hash=sha256:e068ef844a327877bfefbef1bc6fb7284c727bb87af80095f08d95bcaf7b8bb2 \ - --hash=sha256:f8ea989965a4f636a309444bd696ab877bba373d5d67bf744785f9bd8c560865 \ - --hash=sha256:f93cae08e8ed20f2d5b777a8602a71f9418389c661d2c937e84d94863e7e7011 \ - --hash=sha256:ff3c89cecea62af8ca02aa33cab0f2edc0214c747eac7d3364ed6b2640cb55e4 +oracledb==4.0.0 \ + --hash=sha256:19d445b62973da05fde2f7f9fe1f811e3b18de4f9c6699f3c921af5ef75494bf \ + --hash=sha256:1d3e46c81baf932752d5dfa25e9c63faea65ef17d5c0650558547b8784c929a1 \ + --hash=sha256:22e33228d6955db8a69c8c83ee4b392a534c86f9493647ea3f511c2f5df08dd4 \ + --hash=sha256:244ebe47c4a4e32bc07a4206192de04d92fbfeb72bf11a01493e3a710bd4b19a \ + --hash=sha256:4582f87e56c2a2e3a74942f087c096525543e92fb59d3758e41d41145b809c52 \ + --hash=sha256:4e47a130120181b8226daf9e928e3c22107c1d03d9ac5f6b891360677a811787 \ + --hash=sha256:4fcbbd8977d8d91ae0d931ce21cda0048f9685e6cc29c9a84b49a769a2511b08 \ + --hash=sha256:62b36249e8db777cd6a2b56be768642d055c89df3cbcfb5d6a3b4dc2426b34df \ + --hash=sha256:6c65366200b44c0a71b927cd813628f0d993b098c61cc82c54c53bccb0dd0d80 \ + --hash=sha256:6fc3dd6ce0fb1d8ca865bdf39183e663b1dd5e2d585327feffedf379a05e3abb \ + --hash=sha256:758ac5a56e872eb517cbae5d28574b200d7b2b28c793ee31b6ce4938777d8364 \ + --hash=sha256:80434a5aa393833bfde853e9e2943671cab219b3081c34aad1974df73c21e04d \ + --hash=sha256:893acd019ee45184e85ef1b5f1ba425ab4da3e8ed4dab1339b7ef329d3658ffc \ + --hash=sha256:8974532ca43f50bc6c41b9efd78219121d3fa52c673d9790da12468d06fcf59f \ + --hash=sha256:8dd447f52482779f6cde277eaf7d734c7ac8f07f4d4e3d3609510f6033dfd0b8 \ + --hash=sha256:922c59a7fcdc44c93dac852b33b9ebae202614235e0ed235e632bf8d5ca4dd55 \ + --hash=sha256:997a4cd0f563b5a1aa92aeb9bdd70e67e3789f0d1a418600a7256b27e6c8947f \ + --hash=sha256:a1c22feae372978861786c65560498dbb36e32d7447318499694d4504c67c043 \ + --hash=sha256:a3a0221ccb33fb47b46cc3fbe587d80144e0ae6237ded5b3c58e8f6c674f02dc \ + --hash=sha256:a7e2c3d99a691e71b4eeb9efbefdfae4dcdfe3bb78abf05a5d9b1a5e65ce8ea0 \ + --hash=sha256:aad06930cf7a99914c863e6e550111b452560bef82b25bd9650541d5c7622837 \ + --hash=sha256:b691fbca4c83e72773c1bee17df5dfced4f01334ea48242262430074cc5a9b36 \ + --hash=sha256:b94a53c2524f4b9522a3091abdb12a2d8e1ac80a83456f7278d2165c3ec54482 \ + --hash=sha256:bad1d5101cd6191271ab89ec372ad8ca119dac9453f59b7be948bdebf6cd5a55 \ + --hash=sha256:ccf0b875850109a77ab932b03dbfa6c98e4eb011545465008d32e7a7207e8e9a \ + --hash=sha256:cd83db5710e26502352c4ce3f5b5e29f202223f9dade089a28daeb688083d0db \ + --hash=sha256:d4b36f906f2e6812d2e4bc1fe965d50670a3fd552cef66bcb2da892e946bba0c \ + --hash=sha256:dc96cf923b62baae45bf698f4e80407b5640d9760682ce5d424e847bf9e20298 \ + --hash=sha256:e29d9c9db167ade1c1649123c8f7cadf248f8e7f66f86335ec5b66b97f70f684 \ + --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \ + --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6 # via ibis-framework -orjson==3.11.8 \ - --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \ - --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \ - --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \ - --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \ - --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \ - --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \ - --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \ - --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \ - --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \ - --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \ - --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \ - 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--hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \ + --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \ + --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \ + --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \ + --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \ + --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \ + --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \ + --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \ + --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \ + --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \ + --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \ + --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \ + --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \ + --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \ + --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \ + --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \ + --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \ + --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81 # via trino packaging==26.2 \ --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \ @@ -3241,6 +3638,9 @@ packaging==26.2 \ # jupyterlab-server # lazy-loader # marshmallow + # matplotlib + # mlflow-skinny + # mlflow-tracing # nbconvert # openlineage-python # pandas-gbq @@ -3248,6 +3648,7 @@ packaging==26.2 \ # ray # safetensors # scikit-image + # skops # snowflake-connector-python # sphinx # transformers @@ -3319,6 +3720,7 @@ pandas==2.3.3 \ # google-cloud-bigquery # great-expectations # ibis-framework + # mlflow # pandas-gbq # pymilvus # ray @@ -3331,17 +3733,17 @@ pandocfilters==1.5.1 \ --hash=sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e \ --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc # via nbconvert -paramiko==4.0.0 \ - --hash=sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9 \ - --hash=sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f +paramiko==5.0.0 \ + --hash=sha256:36763b5b95c2a0dcfdf1abc48e48156ee425b21efe2f0e787c2dd5a95c0e5e79 \ + --hash=sha256:b7044611c30140d9a75261653210e2002977b71a0497ff3ba0d98d7edbf62f7c # via openshift-client parsimonious==0.11.0 \ --hash=sha256:32e3818abf9f05b3b9f3b6d87d128645e30177e91f614d2277d88a0aea98fae2 \ --hash=sha256:e080377d98957beec053580d38ae54fcdf7c470fb78670ba4bf8b5f9d5cad2a9 # via singlestoredb -parso==0.8.6 \ - --hash=sha256:2b9a0332696df97d454fa67b81618fd69c35a7b90327cbe6ba5c92d2c68a7bfd \ - --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff +parso==0.8.7 \ + --hash=sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c \ + --hash=sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1 # via jedi parsy==2.2 \ --hash=sha256:5e981613d9d2d8b68012d1dd0afe928967bea2e4eefdb76c2f545af0dd02a9e7 \ @@ -3474,12 +3876,13 @@ pillow==11.3.0 \ # docling-parse # easyocr # imageio + # matplotlib # python-pptx # scikit-image # torchvision -pip==26.1 \ - --hash=sha256:4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1 \ - --hash=sha256:81e13ebcca3ffa8cc85e4deff5c27e1ee26dea0aa7fc2f294a073ac208806ff3 +pip==26.1.1 \ + --hash=sha256:99cb1c2899893b075ff56e4ed0af55669a955b49ad7fb8d8603ecdaf4ed653fb \ + --hash=sha256:d36762751d156a4ee895de8af39aa0abeeeb577f93a2eca6ab62467bbf0f8a78 # via pip-tools pip-tools==7.5.3 \ --hash=sha256:3aac0c473240ae90db7213c033401f345b05197293ccbdd2704e52e7a783785e \ @@ -3511,9 +3914,13 @@ pre-commit==3.3.1 \ --hash=sha256:218e9e3f7f7f3271ebc355a15598a4d3893ad9fc7b57fe446db75644543323b9 \ --hash=sha256:733f78c9a056cdd169baa6cd4272d51ecfda95346ef8a89bf93712706021b907 # via feast (pyproject.toml) -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prettytable==3.17.0 \ + --hash=sha256:59f2590776527f3c9e8cf9fe7b66dd215837cca96a9c39567414cbc632e8ddb0 \ + --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287 + # via skops +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via # feast (pyproject.toml) # jupyter-server @@ -3523,135 +3930,134 @@ prompt-toolkit==3.0.52 \ --hash=sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855 \ --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955 # via ipython -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \ - --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \ - --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \ - --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \ - --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \ - --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \ - --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \ - --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \ - --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \ - --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \ - --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \ - --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \ - --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \ - --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \ - --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \ - --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \ - --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \ - --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \ - --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \ - --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \ - --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \ - --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \ - --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \ - --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \ - --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \ - --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \ - --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \ - --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \ - --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \ - 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--hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \ - --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \ - --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \ - --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \ - --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \ - --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \ - --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \ - --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \ - --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \ - --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \ - --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \ - --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \ - --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \ - --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \ - --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \ - --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \ - --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \ - --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \ - --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \ - --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \ - --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \ - --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \ - --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \ - --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \ - --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \ - --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \ - --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \ - --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \ - --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \ - --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \ - --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \ - --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \ - --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \ - --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \ - --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \ - --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \ - 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--hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # via # google-api-core # google-cloud-bigquery-storage @@ -3671,6 +4077,7 @@ protobuf==4.25.9 \ --hash=sha256:d49b615e7c935194ac161f0965699ac84df6112c378e05ec53da65d2e4cbb6d4 # via # feast (pyproject.toml) + # databricks-sdk # google-api-core # google-cloud-bigquery-storage # google-cloud-bigtable @@ -3682,6 +4089,8 @@ protobuf==4.25.9 \ # grpcio-status # grpcio-testing # grpcio-tools + # mlflow-skinny + # mlflow-tracing # mypy-protobuf # opentelemetry-proto # proto-plus @@ -3796,9 +4205,9 @@ psycopg-binary==3.2.5 \ --hash=sha256:ee6d8f489a9b116ea8dc797664a50671585a4ca20573359f067858e1231cc217 \ --hash=sha256:efb878d08dd49d7d9d18512e791b418a1171d08f935475eec98305f0886b7c14 # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg ptyprocess==0.7.0 \ --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \ @@ -3832,57 +4241,57 @@ 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==23.0.1 \ + --hash=sha256:00be9576d970c31defb5c32eb72ef585bf600ef6d0a82d5eccaae96639cf9d07 \ + --hash=sha256:07deae7783782ac7250989a7b2ecde9b3c343a643f82e8a4df03d93b633006f0 \ + --hash=sha256:0ae6e17c828455b6265d590100c295193f93cc5675eb0af59e49dbd00d2de350 \ + --hash=sha256:0b95a3994f015be13c63148fef8832e8a23938128c185ee951c98908a696e0eb \ + --hash=sha256:17cd28e906c18af486a499422740298c52d7c6795344ea5002a7720b4eadf16d \ + --hash=sha256:26d50dee49d741ac0e82185033488d28d35be4d763ae6f321f97d1140eb7a0e9 \ + --hash=sha256:29f7f7419a0e30264ea261fdc0e5fe63ce5a6095003db2945d7cd78df391a7e1 \ + --hash=sha256:33d648dc25b51fd8055c19e4261e813dfc4d2427f068bcecc8b53d01b81b0500 \ + --hash=sha256:3a4c85ef66c134161987c17b147d6bffdca4566f9a4c1d81a0a01cdf08414ea5 \ + --hash=sha256:3c30143b17161310f151f4a2bcfe41b5ff744238c1039338779424e38579d701 \ + --hash=sha256:3f91c038b95f71ddfc865f11d5876c42f343b4495535bd262c7b321b0b94507c \ + --hash=sha256:3fab8f82571844eb3c460f90a75583801d14ca0cc32b1acc8c361650e006fd56 \ + --hash=sha256:46718a220d64677c93bc243af1d44b55998255427588e400677d7192671845c7 \ + --hash=sha256:4982d71350b1a6e5cfe1af742c53dfb759b11ce14141870d05d9e540d13bc5d1 \ + --hash=sha256:527e8d899f14bd15b740cd5a54ad56b7f98044955373a17179d5956ddb93d9ce \ + --hash=sha256:564baf97c858ecc03ec01a41062e8f4698abc3e6e2acd79c01c2e97880a19730 \ + --hash=sha256:5abde149bb3ce524782d838eb67ac095cd3fd6090eba051130589793f1a7f76d \ + --hash=sha256:5c16ed4f53247fa3ffb12a14d236de4213a4415d127fe9cebed33d51671113e2 \ + --hash=sha256:5df1161da23636a70838099d4aaa65142777185cc0cdba4037a18cee7d8db9ca \ + --hash=sha256:5f4763b83c11c16e5f4c15601ba6dfa849e20723b46aa2617cb4bffe8768479f \ + --hash=sha256:6b8fda694640b00e8af3c824f99f789e836720aa8c9379fb435d4c4953a756b8 \ + --hash=sha256:6f0147ee9e0386f519c952cc670eb4a8b05caa594eeffe01af0e25f699e4e9bb \ + --hash=sha256:7044b442f184d84e2351e5084600f0d7343d6117aabcbc1ac78eb1ae11eb4125 \ + --hash=sha256:71c5be5cbf1e1cb6169d2a0980850bccb558ddc9b747b6206435313c47c37677 \ + --hash=sha256:76e823d0e86b4fb5e1cf4a58d293036e678b5a4b03539be933d3b31f9406859f \ + --hash=sha256:7707d2b6673f7de054e2e83d59f9e805939038eebe1763fe811ee8fa5c0cd1a7 \ + --hash=sha256:813d99f31275919c383aab17f0f455a04f5a429c261cc411b1e9a8f5e4aaaa05 \ + --hash=sha256:86ff03fb9f1a320266e0de855dee4b17da6794c595d207f89bba40d16b5c78b9 \ + --hash=sha256:8ff51b1addc469b9444b7c6f3548e19dc931b172ab234e995a60aea9f6e6025f \ + --hash=sha256:9b6f4f17b43bc39d56fec96e53fe89d94bac3eb134137964371b45352d40d0c2 \ + --hash=sha256:9fc13fc6c403d1337acab46a2c4346ca6c9dec5780c3c697cf8abfd5e19b6b37 \ + --hash=sha256:a09f3876e87f48bc2f13583ab551f0379e5dfb83210391e68ace404181a20690 \ + --hash=sha256:a35581e856a2fafa12f3f54fce4331862b1cfb0bef5758347a858a4aa9d6bae8 \ + --hash=sha256:a62e1899e3078bf65943078b3ad2a6ddcacf2373bc06379aac61b1e548a75814 \ + --hash=sha256:b8c5873e33440b2bc2f4a79d2b47017a89c5a24116c055625e6f2ee50523f019 \ + --hash=sha256:bf5842f960cddd2ef757d486041d57c96483efc295a8c4a0e20e704cbbf39c67 \ + --hash=sha256:c2139549494445609f35a5cda4eb94e2c9e4d704ce60a095b342f82460c73a83 \ + --hash=sha256:c250248f1fe266db627921c89b47b7c06fee0489ad95b04d50353537d74d6886 \ + --hash=sha256:c33b5bf406284fd0bba436ed6f6c3ebe8e311722b441d89397c54f871c6863a2 \ + --hash=sha256:cd395abf8f91c673dd3589cadc8cc1ee4e8674fa61b2e923c8dd215d9c7d1f41 \ + --hash=sha256:cecfb12ef629cf6be0b1887f9f86463b0dd3dc3195ae6224e74006be4736035a \ + --hash=sha256:d0744403adabef53c985a7f8a082b502a368510c40d184df349a0a8754533258 \ + --hash=sha256:db2190fa79c80a23fdd29fef4b8992893f024ae7c17d2f5f4db7171fa30c2c78 \ + --hash=sha256:ddf743e82f69dcd6dbbcb63628895d7161e04e56794ef80550ac6f3315eeb1d5 \ + --hash=sha256:df088e8f640c9fae3b1f495b3c64755c4e719091caf250f3a74d095ddf3c836d \ + --hash=sha256:e052a211c5ac9848ae15d5ec875ed0943c0221e2fcfe69eee80b604b4e703222 \ + --hash=sha256:f00f993a8179e0e1c9713bcc0baf6d6c01326a406a9c23495ec1ba9c9ebf2919 \ + --hash=sha256:f4b0dbfa124c0bb161f8b5ebb40f1a680b70279aa0c9901d44a2b5a20806039f \ + --hash=sha256:fa8e51cb04b9f8c9c5ace6bab63af9a1f88d35c0d6cbf53e8c17c098552285e1 \ + --hash=sha256:fed7020203e9ef273360b9e45be52a2a47d3103caf156a30ace5247ffb51bdbd # via # feast (pyproject.toml) # dask @@ -3891,6 +4300,7 @@ pyarrow==24.0.0 \ # deltalake # google-cloud-bigquery # ibis-framework + # mlflow # pandas-gbq # ray # snowflake-connector-python @@ -3995,9 +4405,9 @@ pycryptodome==3.23.0 \ --hash=sha256:e3f2d0aaf8080bda0587d58fc9fe4766e012441e2eed4269a77de6aea981c8be \ --hash=sha256:eb8f24adb74984aa0e5d07a2368ad95276cf38051fe2dc6605cbcf482e04f2a7 # via minio -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # codeflare-sdk @@ -4010,134 +4420,136 @@ pydantic==2.13.3 \ # fastapi-mcp # great-expectations # mcp + # mlflow-skinny + # mlflow-tracing # pydantic-settings # qdrant-client # ray -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \ - 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--hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # docling # docling-core @@ -4407,14 +4819,16 @@ pyodbc==5.3.0 \ # via # feast (pyproject.toml) # ibis-framework -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyparsing==3.3.2 \ --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \ --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc - # via great-expectations + # via + # great-expectations + # matplotlib pypdfium2==4.30.0 \ --hash=sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e \ --hash=sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29 \ @@ -4490,112 +4904,146 @@ pytest-xdist==3.8.0 \ --hash=sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88 \ --hash=sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1 # via feast (pyproject.toml) -python-bidi==0.6.7 \ - --hash=sha256:01ff2fd676ef8351f32e820b2d3b61eac875a21702d2118263a2641b458e1996 \ - --hash=sha256:05fe5971110013610f0db40505d0b204edc756e92eafac1372a464f8b9162b11 \ - --hash=sha256:06650a164e63e94dc8a291cc9d415b4027cb1cce125bc9b02dac0f34d535ed47 \ - --hash=sha256:0cb75e8a410166fd677d55095e505bf6a4773c066f51efbda72d302ebc56e79b \ - --hash=sha256:0dbb4bbae212cca5bcf6e522fe8f572aff7d62544557734c2f810ded844d9eea \ - --hash=sha256:0f86e447e94ae78db7d56e7da2124c435eaee4425c87d3d92aea271317811112 \ - --hash=sha256:11c51579e01f768446a7e13a0059fea1530936a707abcbeaad9467a55cb16073 \ - --hash=sha256:1395e236c71f11267860b53293a33b19b991b06e0f4ac61045b892e6a99d96f2 \ - --hash=sha256:17572944e6d8fb616d111fc702c759da2bf7cedab85a3e4fa2af0c9eb95ed438 \ - --hash=sha256:19737d217088ef27014f98eac1827c5913e6fb1dea96332ed84ede61791070d9 \ - --hash=sha256:1ba28642928d1c8fdb18b0632fe931f156e888c646326a3ad8eb3e55ee904951 \ - --hash=sha256:1c061207212cd1db27bf6140b96dcd0536246f1e13e99bb5d03f4632f8e2ad7f \ - --hash=sha256:1c5fb99f774748de283fadf915106f130b74be1bade934b7f73a7a8488b95da1 \ - --hash=sha256:1dd0a5ec0d8710905cebb4c9e5018aa8464395a33cb32a3a6c2a951bf1984fe5 \ - --hash=sha256:24388c77cb00b8aa0f9c84beb7e3e523a3dac4f786ece64a1d8175a07b24da72 \ - --hash=sha256:24a4a268289bbe80ad7da3064d7325f1571173859e8ad75d2f99075d5278b02b \ - 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--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 # via easyocr python-dateutil==2.9.0 \ --hash=sha256:78e73e19c63f5b20ffa567001531680d939dc042bf7850431877645523c66709 \ @@ -4607,10 +5055,12 @@ python-dateutil==2.9.0 \ # botocore # elasticsearch # google-cloud-bigquery + # graphene # great-expectations # ibis-framework # jupyter-client # kubernetes + # matplotlib # moto # openlineage-python # pandas @@ -4623,6 +5073,7 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via + # mlflow-skinny # pydantic-settings # pymilvus # testcontainers @@ -4635,19 +5086,18 @@ python-keycloak==4.2.2 \ --hash=sha256:1d43a1accd4a038ed39317fcb3eb78211df6c75bbcbc4c482c99ee76327136f2 \ --hash=sha256:5137fd87c69031a372a578df96bae96b9aead2c9dad976613bc978e9e0246a1e # via feast (pyproject.toml) -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp python-pptx==1.0.2 \ --hash=sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba \ --hash=sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095 # via docling -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via - # clickhouse-connect # great-expectations # pandas # snowflake-connector-python @@ -4736,6 +5186,7 @@ pyyaml==6.0.3 \ # huggingface-hub # jupyter-events # kubernetes + # mlflow-skinny # openlineage-python # openshift-client # pre-commit @@ -4841,26 +5292,26 @@ pyzmq==27.1.0 \ # ipykernel # jupyter-client # jupyter-server -qdrant-client==1.17.1 \ - --hash=sha256:22f990bbd63485ed97ba551a4c498181fcb723f71dcab5d6e4e43fe1050a2bc0 \ - --hash=sha256:6cda4064adfeaf211c751f3fbc00edbbdb499850918c7aff4855a9a759d56cbd +qdrant-client==1.18.0 \ + --hash=sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd \ + --hash=sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4 # via feast (pyproject.toml) -ray[data, default]==2.53.0 \ - --hash=sha256:14f46363e9b4cf0c1c8b4d8623ec337c5bd408377831b5e5b50067930137bbca \ - --hash=sha256:4108280d8a1cb90d7d68e5c954c35e63b8bb9a4ba15f88c5e7da0e2025647712 \ - --hash=sha256:4a1bb3fe09ab4cd0d16ddc96b9f60c9ed83b3f93b87aa8506e0d3b746fd4e825 \ - --hash=sha256:4db914a0a6dd608fa49c066929a1282745a2dbd73caee67d7b80fe684ca65bdd \ - --hash=sha256:4dbb5fce1364763f29741055f50abe33cf726397141f9cc0e845dd3cc963e455 \ - --hash=sha256:65e2ce58d3dc6baa3cf45824d889c1968ebde565ee54dfd80a98af8f31af8e4a \ - --hash=sha256:7196e5358dfcc8211be864f45e6dfe4827202df294af3c7a76ff8fbc080e0522 \ - --hash=sha256:73dbbaa7962a7f5e38aa8cf9483e0e9817205e989aa3dc859c738c2af1ae01df \ - --hash=sha256:85b472ab6fb8f1189f8cef81913fd91b24dd69b3fa7dcca7e144827bd924f6c0 \ - --hash=sha256:90faf630d20b6abf3135997fb3edb5842134aff92e04ee709865db04816d97ef \ - --hash=sha256:a0bbb98b0b0f25a3ee075ca10171e1260e70b6bc690cd509ecd7ce1228af854d \ - --hash=sha256:b828c147f9ff2f277b1d254e4fe9a746fdfaee7e313a93a97c7edf4dae9b81a4 \ - --hash=sha256:bd3ec4c342776ddac23ae2b108c64f5939f417ccc4875900d586c7c978463269 \ - --hash=sha256:d8b95d047d947493803fb8417aea31225dcacdab15afdc75b8a238901949d457 \ - --hash=sha256:eb000c17f7301071fdd15c44c4cd3ac0f7953bb4c7c227e61719fe7048195bcd +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 # via codeflare-sdk redis==7.4.0 \ --hash=sha256:64a6ea7bf567ad43c964d2c30d82853f8df927c5c9017766c55a1d1ed95d18ad \ @@ -4873,131 +5324,132 @@ referencing==0.37.0 \ # jsonschema # jsonschema-specifications # jupyter-events -regex==2026.4.4 \ - --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \ - --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \ - --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \ - --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \ - --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \ - --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \ - --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \ - --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \ - --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \ - --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \ - --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \ - --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \ - --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \ - --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \ - --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \ - --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \ - --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \ - --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \ - --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \ - --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \ - --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \ - --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \ - --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \ - --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \ - --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \ - --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \ - --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \ - --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \ - --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \ - 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--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 # via # feast (pyproject.toml) # parsimonious # transformers -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # azure-core + # databricks-sdk # datasets # docker # docling @@ -5010,6 +5462,7 @@ requests==2.33.1 \ # jupyterlab-server # kube-authkit # kubernetes + # mlflow-skinny # moto # msal # openlineage-python @@ -5197,25 +5650,25 @@ ruamel-yaml==0.17.17 \ --hash=sha256:9751de4cbb57d4bfbf8fc394e125ed4a2f170fbff3dc3d78abf50be85924f8be \ --hash=sha256:9af3ec5d7f8065582f3aa841305465025d0afd26c5fb54e15b964e11838fc74f # via great-expectations -ruff==0.15.12 \ - --hash=sha256:01da3988d225628b709493d7dc67c3b9b12c0210016b08690ef9bd27970b262b \ - --hash=sha256:2849ea9f3484c3aca43a82f484210370319e7170df4dfe4843395ddf6c57bc33 \ - --hash=sha256:83b2f4f2f3b1026b5fb449b467d9264bf22067b600f7b6f41fc5958909f449d0 \ - --hash=sha256:84a1630093121375a3e2a95b4a6dc7b59e2b4ee76216e32d81aae550a832d002 \ - --hash=sha256:9ba3b8f1afd7e2e43d8943e55f249e13f9682fde09711644a6e7290eb4f3e339 \ - --hash=sha256:9cae0f92bd5700d1213188b31cd3bdd2b315361296d10b96b8e2337d3d11f53e \ - --hash=sha256:9e77c7e51c07fe396826d5969a5b846d9cd4c402535835fb6e21ce8b28fef847 \ - --hash=sha256:a538f7a82d061cee7be55542aca1d86d1393d55d81d4fcc314370f4340930d4f \ - --hash=sha256:b0c862b172d695db7598426b8af465e7e9ac00a3ea2a3630ee67eb82e366aaa6 \ - --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d \ - --hash=sha256:d0185894e038d7043ba8fd6aee7499ece6462dc0ea9f1e260c7451807c714c20 \ - --hash=sha256:dd8aed930da53780d22fc70bdf84452c843cf64f8cb4eb38984319c24c5cd5fd \ - --hash=sha256:e3bcd123364c3770b8e1b7baaf343cc99a35f197c5c6e8af79015c666c423a6c \ - --hash=sha256:e852ba9fdc890655e1d78f2df1499efbe0e54126bd405362154a75e2bde159c5 \ - --hash=sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6 \ - --hash=sha256:f86f176e188e94d6bdbc09f09bfd9dc729059ad93d0e7390b5a73efe19f8861c \ - --hash=sha256:fb129f40f114f089ebe0ca56c0d251cf2061b17651d464bb6478dc01e69f11f5 \ - --hash=sha256:fe87510d000220aa1ed530d4448a7c696a0cae1213e5ec30e5874287b66557b5 +ruff==0.15.13 \ + --hash=sha256:1c26d2f66163deeb6e08d8b39fbbe983ce3c71cea06a6d7591cfd1421793c629 \ + --hash=sha256:2471da9bd1068c8c064b5fd9c0c4b6dddffd6369cb1cd68b29993b1709ff1b21 \ + --hash=sha256:2e2e39bff6c341f4b577a21b801326fab0b11847f48fcaa83f00a113c9b3cb55 \ + --hash=sha256:4044f94208b3b05ba0fc4a4abd0558cf4d6459bd18325eead7fd8cc66f909b41 \ + --hash=sha256:444b580fc72fd6887e650acd3e575e18cdc79dbcf42fb4030b491057921f61f8 \ + --hash=sha256:6590d009e7cb7ebf36f83dbdd44a3fa48a0994ff6f1cdc1b08006abe58f98dc7 \ + --hash=sha256:7064884d442b7d477b4e7473d12da7f08851d2b1982763c5d3f388a19468a1a4 \ + --hash=sha256:768494eb08b9cee54e2fd27969966f74db5a57f6eaa7a90fcb3306af34dfc4bd \ + --hash=sha256:7ef823f817fcd191dc934e984be9cf4094f808effa16f2542ad8e821ba02bbf2 \ + --hash=sha256:8cb74dd33bb2f6613faf7fc03b660053b5ac4f80e706d5788c6335e2a8048d51 \ + --hash=sha256:9dbd6f94b434f896308e4d57fb7bfde0d02b99f7a64b3bdab0fdfa6a864203a5 \ + --hash=sha256:ae9c17e5eb4430c154e76abc25d79a318190f5a997f38fb6b114416c5319ffc9 \ + --hash=sha256:bf3259f3be4d181bda591da5db2571aed6853c6a048157756448020bc6c5cd22 \ + --hash=sha256:cc411dfebe5eebe55ce041c6ae080eb7668955e866daa2fbb16692a784f1c4ca \ + --hash=sha256:e8d9a8e08013542e94d3220bc5b62cc3e5ef87c5f74bff367d3fac14fab013e6 \ + --hash=sha256:f345a13937bd7f09f6f5d19fa0721b0c103e00e7f62bc67089a8e5e037719e0b \ + --hash=sha256:f9d89f17f7ba7fb2ed42921f0df75da797a9a5d71bc39049e2c687cf2baf44b7 \ + --hash=sha256:fb75f9a3a7e42ffe117d734494e6c5e5cb3565d66e12612cb63d0e572a41a5b6 # via feast (pyproject.toml) s3transfer==0.13.1 \ --hash=sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724 \ @@ -5341,7 +5794,9 @@ scikit-learn==1.8.0 \ --hash=sha256:fe1c011a640a9f0791146011dfd3c7d9669785f9fed2b2a5f9e207536cf5c2fd # via # feast (pyproject.toml) + # mlflow # sentence-transformers + # skops scipy==1.17.1 \ --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \ --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \ @@ -5408,9 +5863,11 @@ scipy==1.17.1 \ # docling # easyocr # great-expectations + # mlflow # scikit-image # scikit-learn # sentence-transformers + # skops semchunk==3.2.5 \ --hash=sha256:ee15e9a06a69a411937dd8fcf0a25d7ef389c5195863140436872a02c95b0218 \ --hash=sha256:fd09cc5f380bd010b8ca773bd81893f7eaf11d37dd8362a83d46cedaf5dae076 @@ -5419,9 +5876,9 @@ send2trash==2.1.0 \ --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c \ --hash=sha256:1c72b39f09457db3c05ce1d19158c2cbef4c32b8bedd02c155e49282b7ea7459 # via jupyter-server -sentence-transformers==5.4.1 \ - --hash=sha256:436bcb1182a0ff42a8fb2b1c43498a70d0a75b688d182f2cd0d1dd115af61ddc \ - --hash=sha256:a6d640fc363849b63affb8e140e9d328feabab86f83d58ac3e16b1c28140b790 +sentence-transformers==5.5.0 \ + --hash=sha256:75313fdcc2397ec4b58297c25d6187fcca5a6b2aeb09570a72eff5a3223d8d58 \ + --hash=sha256:9cec675e68bfe09d07466d1f13ab06d1d79d60a0f45b154baf433bde6ae159cb # via feast (pyproject.toml) setuptools==80.10.2 \ --hash=sha256:8b0e9d10c784bf7d262c4e5ec5d4ec94127ce206e8738f29a437945fbc219b70 \ @@ -5521,10 +5978,18 @@ six==1.17.0 \ # python-dateutil # rfc3339-validator # thriftpy2 -smart-open==7.6.0 \ - --hash=sha256:2a78f454610a826aa688065b54b4a0a9b12a5599fa61d5190e9bac2df5e5f53f \ - --hash=sha256:44717f46b5ff276fac03b88e5d13d1c416f064f3b7b081381b0fa8889004bd7e +skops==0.14.0 \ + --hash=sha256:60a5db78a9db46ccee2139a0ba13ab5afb1c96f4749b382e75a371291bbe3e36 \ + --hash=sha256:6c8c0e047f691a3a582c3258943eecafcbfd79c8c7eef66260f3703e363254f0 + # via mlflow +smart-open==7.6.1 \ + --hash=sha256:4347996e7ba21db7cd1e059632e0b30395407e4f6c660d2ddffc8f2a9ae5f990 \ + --hash=sha256:b4de6aebef023aca91cc9fb372052e1343ba3f152de215bd22391a663e3ddd21 # via ray +smmap==5.0.3 \ + --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \ + --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f + # via gitdb sniffio==1.3.1 \ --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \ --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc @@ -5536,32 +6001,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -5663,39 +6128,38 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:e06e617e3d4fd9e51d385dfe45b077a41e9d1b033a7702551e3278ac597dc750 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 - # via feast (pyproject.toml) -sqlglot[rs]==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 + # via + # feast (pyproject.toml) + # alembic + # mlflow +sqlglot[rs]==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via # feast (pyproject.toml) # ibis-framework -sqlglotc==30.6.0 \ - --hash=sha256:003b15bbe3f3a4a63313baeb3f090906cf0172fe007ab24974c612a577f56c61 \ - --hash=sha256:05861b5d74ae4b0a5a6e6a9309a8a975d9572c2bf1eb9634a33af9189eb7d333 \ - --hash=sha256:0b907206ef36fd8f0c28da4c5b8c8f896bd67826da0d765616e6c950689ac849 \ - --hash=sha256:0e1aae195008c1d87ed1b1543bceed1408ae8ecf146571b3029e98b23a19c59c \ - --hash=sha256:16291ee3da0276df2689cc139df41d8723cf6014aca979f307fb75a898b0d3e8 \ - --hash=sha256:27d6c22375395f1fdfe8a5d80b5fb781ca7849e29c7db7dfb11edb466a5b7a4d \ - --hash=sha256:2b50aba396d4622c201a9dd933b51cd6858b5af5ebbcf7db1af35db7e83ece48 \ - --hash=sha256:4a5beba24625bc14070992fdddc7aed22df912007882f31f27b0e88d7b7d9445 \ - --hash=sha256:4c84a933816374b6167d9347e488fb4a357bb0e3be2e8e820dafeb3c9948feab \ - --hash=sha256:4d45ee83e1f72ee94045ccfd13e51fa7d822548f50e9d20d3d42e127bcd9f453 \ - --hash=sha256:4eb6f349c21d5a3e39733db5416e57ec171ca3b1c17b02badfdbe55d9a3666a5 \ - --hash=sha256:61a1e4f533955db0bfd4219883bfab1f2030753ffaebc9cbb4e950dfbcae3db7 \ - --hash=sha256:63b02231cc2f10d63df373fa02f3e03b4216e94c6f32ccdfd11adc770dc95fb7 \ - --hash=sha256:6e8dab3b9f84c9b591ecd1fb0920b800c08dd6c38eda3be91176fc239d3c94bc \ - --hash=sha256:7acdb7b15f060bacea01e1c68d1dd70471f03bda89478ca0ee96bac3df03d0a7 \ - --hash=sha256:87437d4f32c1dc61c3ef046dc39b9fe119ac2e2e5253e33351f1a62ba802942a \ - --hash=sha256:875c6925f3d70aa1bc4bcc405090a12deec01de71193e7229f114c5ecf39f725 \ - --hash=sha256:949f5d457c8c98998ed06d060873370d7553077ab3c2db9569acda5887cd6ce7 \ - --hash=sha256:c69c9dbe4dfab74329294d07b2956ca9a03123089a1923f3d299a21d4b66898d \ - --hash=sha256:cb4b5a532fb35ce415aea6d360fe202278b46cc59c07318b97401930a1584e35 \ - --hash=sha256:cfba6244f52bcdffe22a35334d48d741aed3077c20bb7aa9bb511c21fd766438 \ - --hash=sha256:dd781790c3fc6cb82e6c00836f7f9ab33941cf2b9dca173d7b9f41c37c78d114 \ - --hash=sha256:e397befde3d08d870a8f1c7bd80d7abc68ee119c472143ab196709319e205af4 \ - --hash=sha256:f0a37ad865b106005cb5d36efd537a412912477c83cbca1579ee45f17d73fe54 \ - --hash=sha256:fb977d427a196a620aa60b71d4b66d60c3d015c9004e7393162d4771fb435406 +sqlglotc==30.8.0 \ + --hash=sha256:02ead13bbaf56a7eb0fdf1eb6ea23b1d70857901a60ea5118e09151ca4051712 \ + --hash=sha256:172ea79fcdcf3795134dcdff03995681c60bdc0c0874d43dc06ab06fecc0ae25 \ + --hash=sha256:1863950ef7f41467fe32f7cc55d10d4d747f2b532023c82ccbb44693e6911bc9 \ + --hash=sha256:2dcdf0a8e9f07f9cd95eb0b6e653352f85862feee0fb6e7a48251e888ae42a5c \ + --hash=sha256:3176d7a5dc4c97d462ef3a73eb32e513033cf61fc5a794d5e2a310621d078d9b \ + --hash=sha256:4fad7bceb63f831ec0ec07b5199a7e3f7448323354b9dd7b6f262b501cd76185 \ + --hash=sha256:62dfdd3ad97d80034ebf8d8117d15fff936aa9aa8394139f0f5f05aac25dc36b \ + --hash=sha256:6576f7979a506ff5cab4af781c058c0a9caa654d2cd4a864c96c2d785f44711c \ + --hash=sha256:7068fcfd64ebcedc10bd174b69e0d8d312a89a18772f6312e51a8d3bb1757f1d \ + --hash=sha256:86c974ec80867180f5bb9a67b9d801095a59b3b046da6df5d989c1572629b2ec \ + --hash=sha256:960ddda931beb89ae01f8d7c10fa72c486d4d04b077672f94978adb976adc60f \ + --hash=sha256:9f2dc50e2ca234c40dce5d5a3dfb212c6ed73278043225ac1b0ab577a2db1815 \ + --hash=sha256:ac64dd30ecc20421e0133883db4e10c3699354c592513aeb50b1ee243a8a5c60 \ + --hash=sha256:b7dca8aedfdd8f50694e04ea55b040e2cb685dcaf600ca4ea5dd0a141a6a6835 \ + --hash=sha256:be6257bdbdf2fd2a4daea46c0781542b69e94d968ba745374721dc96d0e55d02 \ + --hash=sha256:c445f11b470475848b75a03bc3d8ef765cf86e098c4f5003701838da435d492a \ + --hash=sha256:e6fa017c3fbcf28b1b259e254995949733bafa2d94f3c9398e4cc4230394f8e7 \ + --hash=sha256:ed86cbfc5b2b292e0474ca9fcf71b82b39aef150d968d8ac97d35a8ab85c43cd \ + --hash=sha256:f5f17e336a073d7087271468155cb401687e931b5b61d6438233278c2a636baf \ + --hash=sha256:f640eb821b7bf82e21557f3683f4db89302a9bac4680e8ff53dd951ad7e995d8 \ + --hash=sha256:f79acd23fcf6ef2e5ef42df26010f699134b3653ff40cb3e403fed083e3e38dc # via sqlglot sqlglotrs==0.13.0 \ --hash=sha256:6b934a244b16f26fca50974328a2ebc7689583c59f06203cebb46e2e6e8d93a7 \ @@ -5712,20 +6176,25 @@ sqlparams==6.2.0 \ --hash=sha256:3744a2ad16f71293db6505b21fd5229b4757489a9b09f3553656a1ae97ba7ca5 \ --hash=sha256:63b32ed9051bdc52e7e8b38bc4f78aed51796cdd9135e730f4c6a7db1048dedf # via singlestoredb -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sqlparse==0.5.5 \ + --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba \ + --hash=sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e + # via mlflow-skinny +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp stack-data==0.6.3 \ --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \ --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695 # via ipython -starlette==1.0.0 \ - --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ - --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b +starlette==0.52.1 \ + --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74 \ + --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933 # via # fastapi # mcp + # mlflow-skinny # sse-starlette sympy==1.14.0 \ --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \ @@ -5823,13 +6292,13 @@ thriftpy2==0.6.0 \ --hash=sha256:f6b86112cca7bd04151ce248d781763ea5f74cc18d148476c6d16cee32db81ac \ --hash=sha256:f837ab85ae93b118766b8b28a1cec47a1daddee303e1f986a595c56379062a5c # via happybase -tifffile==2026.4.11 \ - --hash=sha256:17758ff0c0d4db385792a083ad3ca51fcb0f4d942642f4d8f8bc1287fdcf17bc \ - --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9 +tifffile==2026.5.15 \ + --hash=sha256:6715515a53cabc0cefc5c9f13a0ae2c250e63e2ca784ce02d0b6c333810c2a17 \ + --hash=sha256:ee4f3e07ee0d8ff4745a8c735ac2b72caa3173c7d6059b00fdc3ff492a0b635b # via scikit-image -timm==1.0.26 \ - --hash=sha256:985c330de5ccc3a2aa0224eb7272e6a336084702390bb7e3801f3c91603d3683 \ - --hash=sha256:f66f082f2f381cf68431c22714c8b70f723837fa2a185b155961eab90f2d5b10 +timm==1.0.27 \ + --hash=sha256:315dfe63186ca9fb7ff941268941231fd5be259f2b4bb4afa28560ae1015cb9a \ + --hash=sha256:5ff07c9ddf53cbada88eab1c93ff175c64cab683b5a2fddf863bcee985926f89 # via feast (pyproject.toml) tinycss2==1.4.0 \ --hash=sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7 \ @@ -5914,9 +6383,9 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -5926,35 +6395,35 @@ toolz==1.1.0 \ # dask # ibis-framework # partd -torch==2.11.0 \ - --hash=sha256:01018087326984a33b64e04c8cb5c2795f9120e0d775ada1f6638840227b04d7 \ - --hash=sha256:0f68f4ac6d95d12e896c3b7a912b5871619542ec54d3649cf48cc1edd4dd2756 \ - --hash=sha256:1b32ceda909818a03b112006709b02be1877240c31750a8d9c6b7bf5f2d8a6e5 \ - --hash=sha256:1e6debd97ccd3205bbb37eb806a9d8219e1139d15419982c09e23ef7d4369d18 \ - --hash=sha256:2658f34ce7e2dabf4ec73b45e2ca68aedad7a5be87ea756ad656eaf32bf1e1ea \ - --hash=sha256:2b4e811728bd0cc58fb2b0948fe939a1ee2bf1422f6025be2fca4c7bd9d79718 \ - --hash=sha256:2bb3cc54bd0dea126b0060bb1ec9de0f9c7f7342d93d436646516b0330cd5be7 \ - --hash=sha256:2c0d7fcfbc0c4e8bb5ebc3907cbc0c6a0da1b8f82b1fc6e14e914fa0b9baf74e \ - --hash=sha256:4b5866312ee6e52ea625cd211dcb97d6a2cdc1131a5f15cc0d87eec948f6dd34 \ - --hash=sha256:4cf8687f4aec3900f748d553483ef40e0ac38411c3c48d0a86a438f6d7a99b18 \ - --hash=sha256:4dc8b3809469b6c30b411bb8c4cad3828efd26236153d9beb6a3ec500f211a60 \ - --hash=sha256:4dda3b3f52d121063a731ddb835f010dc137b920d7fec2778e52f60d8e4bf0cd \ - --hash=sha256:563ed3d25542d7e7bbc5b235ccfacfeb97fb470c7fee257eae599adb8005c8a2 \ - --hash=sha256:63a68fa59de8f87acc7e85a5478bb2dddbb3392b7593ec3e78827c793c4b73fd \ - --hash=sha256:73e24aaf8f36ab90d95cd1761208b2eb70841c2a9ca1a3f9061b39fc5331b708 \ - --hash=sha256:7aa2f9bbc6d4595ba72138026b2074be1233186150e9292865e04b7a63b8c67a \ - --hash=sha256:7b6a60d48062809f58595509c524b88e6ddec3ebe25833d6462eeab81e5f2ce4 \ - --hash=sha256:8245477871c3700d4370352ffec94b103cfcb737229445cf9946cddb7b2ca7cd \ - --hash=sha256:8b394322f49af4362d4f80e424bcaca7efcd049619af03a4cf4501520bdf0fb4 \ - --hash=sha256:98bb213c3084cfe176302949bdc360074b18a9da7ab59ef2edc9d9f742504778 \ - --hash=sha256:a97b94bbf62992949b4730c6cd2cc9aee7b335921ee8dc207d930f2ed09ae2db \ - --hash=sha256:ab9a8482f475f9ba20e12db84b0e55e2f58784bdca43a854a6ccd3fd4b9f75e6 \ - --hash=sha256:b2a43985ff5ef6ddd923bbcf99943e5f58059805787c5c9a2622bf05ca2965b0 \ - --hash=sha256:b3c712ae6fb8e7a949051a953fc412fe0a6940337336c3b6f905e905dac5157f \ - --hash=sha256:cc89b9b173d9adfab59fd227f0ab5e5516d9a52b658ae41d64e59d2e55a418db \ - --hash=sha256:d91aac77f24082809d2c5a93f52a5f085032740a1ebc9252a7b052ef5a4fddc6 \ - --hash=sha256:f99924682ef0aa6a4ab3b1b76f40dc6e273fca09f367d15a524266db100a723f \ - --hash=sha256:fbf39280699d1b869f55eac536deceaa1b60bd6788ba74f399cc67e60a5fab10 +torch==2.12.0 \ + --hash=sha256:10802fd383bbfed646212e765a72c37d2185205d4f26eb197a254e8ac7ddcb25 \ + --hash=sha256:10ee1448a9f304d3b987eb4656f664ba6e4d7b410ca7a5a7c642199777a2cf88 \ + --hash=sha256:1834bd984f8a2f4f16bdfbeecca9146184b220aa46276bf5756735b5dae12812 \ + --hash=sha256:2140e373e9a51a3e22ef62e8d14366d0b470d18f0adf19fdc757368077133a34 \ + --hash=sha256:3fee918902090ade827643e758e98363278815de583c75d111fdd665ebffde9f \ + --hash=sha256:415c1b8d0412f67551c8e89a2daca0fb3e56694af0281ba155eaa9da481f58b4 \ + --hash=sha256:4b4f64c2c2b11f7510d93dd6412b87025ff6eddd6bb61c3b5a3d892ea20c4756 \ + --hash=sha256:5d6b560dfa7d56291c07d615c3bb73e8d9943d9b6d87f76cd0d9d570c4797fa6 \ + --hash=sha256:5f96b63f8287f66a005dd1b5a6abba2920f11156c5e5c4d815f3e2050fd1aa16 \ + --hash=sha256:6a7512adfdd7f6732e40de1c620831e3c75b39b98cef60b11d0c5f0a76473ec5 \ + --hash=sha256:864392c73b7654f4d2b3ae712f607937d0dbb1101c4555fbb41848106b297f39 \ + --hash=sha256:891c769072637c74e9a5a77a3bc782894696d8ffec83b938df8536dee7f0ba78 \ + --hash=sha256:8b958caff4a14d3a3b0b2dfc6a378f64dda9728a9dad28c08a0db9ce4dafb549 \ + --hash=sha256:8fbef9f108a863e7722a73740998967e3b074742a834fc5be3a535a2befa7057 \ + --hash=sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b \ + --hash=sha256:a43ac605a5e13116c72b64c359644cce0229f213dde48d2ae0ae5eb5becf7feb \ + --hash=sha256:a6a2eebb237d3b1d9ad3b378e86d9b9e0782afdea8b1e0eba6a13646b9b49c07 \ + --hash=sha256:af68dbf403439cae9ceaeaaf92f8352b460787dcd27b92aa05c40dd4a19c0f1e \ + --hash=sha256:b41339df93d491435e790ff8bcbae1c0ce777175889bfd1281d119862793e6a2 \ + --hash=sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02 \ + --hash=sha256:c12592630aef72feaf18bd3f197ef587bbfa21131b31c38b23ab2e55fce92e36 \ + --hash=sha256:c66696857e987efb8bc1777a37357ec4f60ab5e8af6250b83d6034437fa2d8f3 \ + --hash=sha256:cf9839790285dd472e7a16aafcb4a4e6bf58ec1b494045044b0eefb0eb4bd1f2 \ + --hash=sha256:d47e7dee68ac4cd7a068b26bcd6b989935427709fae1c8f7bd0019978f829e15 \ + --hash=sha256:d4d029801cb7b6df858804a2a21b00cc2aa0bf0ee5d2ab18d343c9e9e5681f35 \ + --hash=sha256:dd37188ea325042cb1f6cafa56822b11ada2520c04791a52629b0af25bdfbfd9 \ + --hash=sha256:e2ad3eb85d39c3cab62dfa93ed5a73516e6a53c6713cb97d004004fe089f0f1f \ + --hash=sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e # via # feast (pyproject.toml) # accelerate @@ -5964,35 +6433,35 @@ torch==2.11.0 \ # sentence-transformers # timm # torchvision -torchvision==0.26.0 \ - --hash=sha256:0f3e572efe62ad645017ea847e0b5e4f2f638d4e39f05bc011d1eb9ac68d4806 \ - --hash=sha256:114bec0c0e98aa4ba446f63e2fe7a2cbca37b39ac933987ee4804f65de121800 \ - --hash=sha256:1c55dc8affbcc0eb2060fbabbe996ae9e5839b24bb6419777f17848945a411b1 \ - --hash=sha256:2adfbe438473236191ff077a4a9a0c767436879c89628aa97137e959b0c11a94 \ - --hash=sha256:358fc4726d0c08615b6d83b3149854f11efb2a564ed1acb6fce882e151412d23 \ - --hash=sha256:3daf9cc149cf3cdcbd4df9c59dae69ffca86c6823250442c3bbfd63fc2e26c61 \ - --hash=sha256:406557718e62fdf10f5706e88d8a5ec000f872da913bf629aab9297622585547 \ - --hash=sha256:4280c35ec8cba1fcc8294fb87e136924708726864c379e4c54494797d86bc474 \ - --hash=sha256:55bd6ad4ae77be01ba67a410b05b51f53b0d0ee45f146eb6a0dfb9007e70ab3c \ - --hash=sha256:5d63dd43162691258b1b3529b9041bac7d54caa37eae0925f997108268cbf7c4 \ - --hash=sha256:7058c5878262937e876f20c25867b33724586aa4499e2853b2d52b99a5e51953 \ - --hash=sha256:7993c01648e7c61d191b018e84d38fe0825c8fcb2720cd0f37caf7ba14404aa1 \ - --hash=sha256:8008474855623c6ba52876589dc52df0aa66e518c25eca841445348e5f79844c \ - --hash=sha256:82c3965eca27e86a316e31e4c3e5a16d353e0bcbe0ef8efa2e66502c54493c4b \ - --hash=sha256:9a904f2131cbfadab4df828088a9f66291ad33f49ff853872aed1f86848ef776 \ - --hash=sha256:a06d4772a8e13e772906ed736cc53ec6639e5e60554f8e5fa6ca165aabebc464 \ - --hash=sha256:a39c7a26538c41fda453f9a9692b5ff9b35a5437db1d94f3027f6f509c160eac \ - --hash=sha256:b6f9ad1ecc0eab52647298b379ee9426845f8903703e6127973f8f3d049a798b \ - --hash=sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da \ - --hash=sha256:b7e6213620bbf97742e5f79832f9e9d769e6cf0f744c5b53dad80b76db633691 \ - --hash=sha256:c409e1c3fdebec7a3834465086dbda8bf7680eff79abf7fd2f10c6b59520a7a4 \ - --hash=sha256:d61a5abb6b42a0c0c311996c2ac4b83a94418a97182c83b055a2a4ae985e05aa \ - --hash=sha256:de6424b12887ad884f39a0ee446994ae3cd3b6a00a9cafe1bead85a031132af0 \ - --hash=sha256:e9d0e022c19a78552fb055d0414d47fecb4a649309b9968573daea160ba6869c \ - --hash=sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3 \ - --hash=sha256:ebc043cc5a4f0bf22e7680806dbba37ffb19e70f6953bbb44ed1a90aeb5c9bea \ - --hash=sha256:f13f12b3791a266de2d599cb8162925261622a037d87fc03132848343cf68f75 \ - --hash=sha256:fd10b5f994c210f4f6d6761cf686f82d748554adf486cb0979770c3252868c8f +torchvision==0.27.0 \ + --hash=sha256:0822b58d2c5d325cd0c7152b744acbd15f898c07572e2cfb70b075a865a4f6f9 \ + --hash=sha256:1a6dd742a150645126df9e0b2e449874c1d635897c773b322c2e067e98382dfe \ + --hash=sha256:1c01f0d1091ae22b9dfc082b0a0fe5faaf053686a29b4fb082ba7691375c73cf \ + --hash=sha256:1c2db4bde82bc48ebff73436a6adf34d4f809448268a70d9a1285f5c8f92313d \ + --hash=sha256:2664d06acd64d328aa7689b0d0c81ee31e240e9977d8768816b4be7c66c03211 \ + --hash=sha256:2c037709072ca9b19750c0cbe9e8bb6f91c9a1be1befa26df33e281deccbd8c7 \ + --hash=sha256:2c4099a15150143b9b034730b404a56d572efe0b79489b4c765d929cb4eac7f3 \ + --hash=sha256:419c98a9275b27660cdce6d09080fd5974d1ec1d4a225f71439ebacb3b0c4e64 \ + --hash=sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7 \ + --hash=sha256:5bb82fc3c55daf1788621e504310b0a286f1069627a8742f692aebb075ef25a7 \ + --hash=sha256:65772ff3ec4f4f5d680e30019835555dd239e7fefee4b0a846375fe1cb1592ef \ + --hash=sha256:70f071c6f74b60d5fe8851636d8d4cd5f4fa29d57fd9348a87a6f17b990b95ba \ + --hash=sha256:72bf547e58ddb948689734eed6f4b6a2031f979dba4fb08e3690688b392e929f \ + --hash=sha256:7a9966a088d06b4cf6c610e03be62de469efa6f2cd2e7c7eed8e925ed6af59ac \ + --hash=sha256:91f61b9865423037c327eb56afa207cc72de874e458c361840db9dcf5ce0c0eb \ + --hash=sha256:9bb9251f64b854124efed95d02953a89f7e2726c3ca662d7ea0151129157297f \ + --hash=sha256:a49e55055a39a8506fe7e59850522cab004efb2c3839f6057658889c1d69c815 \ + --hash=sha256:aaafa6962c9d91f42503de1957d6fa349907d028c06f335bd95da7a5bc57147d \ + --hash=sha256:aee384a2782c89517c4ab9061d2720ba59fd2ffe5ef89d0a149cc2d43abdf521 \ + --hash=sha256:b4aacff70ea4b7377f996f9048989c850d221fef33658ddbcae42aa5bd4ca11a \ + --hash=sha256:b4c6bb0a670dcba017b3643e21902c9b8a1cc1c127d602f1488fa29ec3c6e865 \ + --hash=sha256:c1fac0fc2a7adf29481fc1938a0e7845c57ba1147a986784109c4d98f434ea8c \ + --hash=sha256:c5121f1b9ab09a7f73e837871deb8321551f7eaeb19d87aa00de9191968eae44 \ + --hash=sha256:c9f44e35e6ec01caedacce9e941a5bf21fe424403321efac2507a201273653c5 \ + --hash=sha256:cbf89764fc76f3f17fbf80c12d5a89c691e91cb9d82c38412aaf0568655ffb19 \ + --hash=sha256:dadea3c5ecfd05bbb2a3312ab0374f213c58bf6459cb059122e2f4dfe13d10ed \ + --hash=sha256:df0c166b6bdf7c47f88e81e8b43bc085451d5c50d0c5d1691bc474c1227d6fed \ + --hash=sha256:f44453f107c296d5446a79f7ac59733ad8bf5ddfa04c53805dfbae298a42a798 # via # feast (pyproject.toml) # docling-ibm-models @@ -6031,9 +6500,9 @@ tqdm==4.67.3 \ # semchunk # sentence-transformers # transformers -traitlets==5.14.3 \ - --hash=sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7 \ - --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f +traitlets==5.15.0 \ + --hash=sha256:4fead733f81cf1c4c938e06f8ca4633896833c9d89eff878159457f4d4392971 \ + --hash=sha256:fb36a18867a6803deab09f3c5e0fa81bb7b26a5c9e82501c9933f759166eff40 # via # ipykernel # ipython @@ -6140,9 +6609,9 @@ trino==0.337.0 \ --hash=sha256:3a0bd03a09b7ea5dccd41ca6e58abfb127c6303f3a48a258ff794d411dd83a3c \ --hash=sha256:868f2b8137d4d1baa84c9bc341f2cdf29039462aa69d7c089a0b821b5a91f29c # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.12.5 \ --hash=sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b \ @@ -6151,9 +6620,9 @@ typer==0.12.5 \ # docling # docling-core # fastapi-mcp -types-cffi==2.0.0.20260429 \ - --hash=sha256:6a4237bfdbd50e4d0726929070d8b9983bde541726a5a6fe0e8e24e78c1b3826 \ - --hash=sha256:afe7d9777a2921139623af0b94647637a5bd0b938b77ec125e5e5e068a1727bd +types-cffi==2.0.0.20260518 \ + --hash=sha256:5b68a215a95d0eac4203b58e766ff7fe40c2e091b1fa1a9e54111f04cc560084 \ + --hash=sha256:f9707e66c13454789a58f8843d1ded4a66f1e9c8b10bd24d5eb5e0f25c0c5472 # via types-pyopenssl types-protobuf==3.19.22 \ --hash=sha256:d291388678af91bb045fafa864f142dc4ac22f5d4cdca097c7d8d8a32fa9b3ab \ @@ -6161,25 +6630,25 @@ types-protobuf==3.19.22 \ # via # feast (pyproject.toml) # mypy-protobuf -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) types-pyopenssl==24.1.0.20240722 \ --hash=sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39 \ --hash=sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54 # via types-redis -types-python-dateutil==2.9.0.20260408 \ - --hash=sha256:473139d514a71c9d1fbd8bb328974bedcb1cc3dba57aad04ffa4157f483c216f \ - --hash=sha256:8b056ec01568674235f64ecbcef928972a5fac412f5aab09c516dfa2acfbb582 +types-python-dateutil==2.9.0.20260518 \ + --hash=sha256:51f02dc03b61c7f6a07df45797d4dfe8a1aa47f0b7db9ad89f6fd3a1a70e1b51 \ + --hash=sha256:d6a9c5bd0de61460c8fdef8ab2b400f956a1a1075cce08d4e2b4434e478c50b8 # via feast (pyproject.toml) -types-pytz==2026.1.1.20260408 \ - --hash=sha256:89b6a34b9198ea2a4b98a9d15cbca987053f52a105fd44f7ce3789cae4349408 \ - --hash=sha256:c7e4dec76221fb7d0c97b91ad8561d689bebe39b6bcb7b728387e7ffd8cde788 +types-pytz==2026.2.0.20260518 \ + --hash=sha256:3a12eaa38f476bd650902a9c9bb442f03f3c7dee2be5c5848bce61bd708d205a \ + --hash=sha256:e5d254329e9c4e91f0781b22c43a4bb2d10bb044d97b24c4b05d45567b0eae16 # via feast (pyproject.toml) -types-pyyaml==6.0.12.20260408 \ - --hash=sha256:92a73f2b8d7f39ef392a38131f76b970f8c66e4c42b3125ae872b7c93b556307 \ - --hash=sha256:fbc42037d12159d9c801ebfcc79ebd28335a7c13b08a4cfbc6916df78fee9384 +types-pyyaml==6.0.12.20260518 \ + --hash=sha256:d2150f75a231c9fe9c7463bd29487d93e60bac90400287351384bc2284eba7cd \ + --hash=sha256:d917f83fb38462550338c1297faedd860b3ec83912b96b1e3d73255f7473e466 # via feast (pyproject.toml) types-redis==4.6.0.20241004 \ --hash=sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e \ @@ -6189,15 +6658,15 @@ types-requests==2.30.0.0 \ --hash=sha256:c6cf08e120ca9f0dc4fa4e32c3f953c3fba222bcc1db6b97695bce8da1ba9864 \ --hash=sha256:dec781054324a70ba64430ae9e62e7e9c8e4618c185a5cb3f87a6738251b5a31 # via feast (pyproject.toml) -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via # feast (pyproject.toml) # types-cffi -types-tabulate==0.10.0.20260408 \ - --hash=sha256:2b19d193603d38c34645de53c0c1087e2364487d518d4a2f44268db2366723cc \ - --hash=sha256:903d62fdf7e5a0ff659fd5d629df716232f7658c6d30e98f0374488d06ffacf4 +types-tabulate==0.10.0.20260508 \ + --hash=sha256:8e51f159e8b24976849706ae2ed1dc9adba8ebbd080b17e494ebb66a8cc92c74 \ + --hash=sha256:b1e1a2d0456fbd655a71690b09a7aaeffdf2978d32049184ea436492aa51d20a # via feast (pyproject.toml) types-urllib3==1.26.25.14 \ --hash=sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f \ @@ -6208,6 +6677,7 @@ typing-extensions==4.15.0 \ --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 # via # aiosignal + # alembic # anyio # azure-core # azure-identity @@ -6216,12 +6686,14 @@ typing-extensions==4.15.0 \ # docling-core # elasticsearch # fastapi + # graphene # great-expectations # huggingface-hub # ibis-framework # jwcrypto # mcp # minio + # mlflow-skinny # mypy # opentelemetry-api # opentelemetry-sdk @@ -6265,93 +6737,91 @@ tzlocal==5.3.1 \ # via # great-expectations # trino -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - 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--hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + --hash=sha256:10f44bd08ae52ee23ca6e8b472692e5da1768af2d53ff1bad6f40b532e0bc7ee \ + 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--hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus uri-template==1.3.0 \ --hash=sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7 \ --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363 # via jsonschema -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # feast (pyproject.toml) # botocore @@ -6373,6 +6843,7 @@ uvicorn[standard]==0.34.0 \ # feast (pyproject.toml) # fastapi-mcp # mcp + # mlflow-skinny # uvicorn-worker uvicorn-worker==0.3.0 \ --hash=sha256:6baeab7b2162ea6b9612cbe149aa670a76090ad65a267ce8e27316ed13c7de7b \ @@ -6436,121 +6907,121 @@ virtualenv==20.23.0 \ # feast (pyproject.toml) # pre-commit # ray -watchfiles==1.1.1 \ - 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--hash=sha256:2cb93af48550faf1cea04c303107c8b75833de7013e57ce27d3b8d21d8d0f58c \ + --hash=sha256:2d95ddc1eb6914154253d239089900813f6a767e174b8e6a50e7fdacb7e4236c \ + --hash=sha256:3416ff151bb6b5a8d8d11664974fbef4d9305b9b2957839ab5a270468fd8df30 \ + --hash=sha256:3651aa7058595e9cfb75d35dd5ada2bf9f48a5b8a0f3562821d3e210c507e077 \ + --hash=sha256:37a6721cdf3f65dbb13aa9503510ccb4451603ac837e44d265d7992a597e1374 \ + --hash=sha256:41bc1199f7523b3f82843c88cbb979180c949caef0342cf90968f178e5d49b01 \ + --hash=sha256:43d818978d06062d9b22c4fab2ebe44cf5213d42dc8e62bda8c2760cfa2eeb33 \ + --hash=sha256:4429f3b105524a10b72c3a819b091c495d2811d419c1e1e8df773a5a5974f831 \ + --hash=sha256:4543579a9bdb0c9560039b4ffddbdb39545707659fbc430ce4c10f3f68d557f9 \ + --hash=sha256:4674d49eb94706dfe666c069fc0a1b646ffcf920473492e209f6d5f60d3f0cc2 \ + --hash=sha256:4c887eba18b7945ac73067a8b4a66f21cd46c2539b2bc68588f7be6c7eb6d26b \ + --hash=sha256:4e4ff8e37f99cf1da89e255e07c9c4b37c214038c4283707bdec308cb1b0ea1f \ + --hash=sha256:4f34e26a19f91f710c08e0183429f0d1d15df734e6bc78c31e77b9ea9c433658 \ + --hash=sha256:5327989a465505f05cfe06f04fa9d0c2fd5432bb243e10e6f012b1bdca3c8579 \ + --hash=sha256:53b2290c92e0506d102cd448fbc610d87079553f86caa39d67440856a8b8bba5 \ + --hash=sha256:56d8641cf834c2836922899105bd3ce3d0dfc69291d52edf0b4d0436829b34c0 \ + --hash=sha256:57a2d9fa4fb4c2ecae57b13dfff2c7ab53e21a2ba674fe9f05506680fcdcc0d7 \ + --hash=sha256:63ac26eefbf4af1741247d6fb68b11c49a25b2f7413fbd318a83a12aaa9cf666 \ + --hash=sha256:6543cf55d170003296d185c0af981f3e1311564907e1f4e08671fc7693a890a5 \ + --hash=sha256:704fd259e332e01f9b9c178f4bce9e49027e5587cc2600eeeaf8e76e1c846201 \ + --hash=sha256:71283b39fd17e5408eb123bd37aeecfd9d54c81fc184421943208aadb879d103 \ + --hash=sha256:71cd71740ed2c15211ebb237ced4e39a1cdf6f80566e5fe95428da1626f4fde6 \ + --hash=sha256:7571e4464cb6e434958f867f7f730b8ab0b75e3f8e5eac0499168486ab3c33a8 \ + --hash=sha256:772b80df316480d894a0e3165fdd19cf77f5d17f9a787f94029465ad0e3529d1 \ + --hash=sha256:77a0feab9af4c021c581f695258c642b3d10c5fd4c676e33a0d8606425d82631 \ + --hash=sha256:7a2cffd17d27d2ecbb310c2b1d8174f222a5495b1a721894afa88ec11e25b898 \ + --hash=sha256:7a7ce236284f002a156f70add88efe5c70879cccbb658be0822c54b1306fc09d \ + --hash=sha256:7ba0480b9a74af058f43b337e937a451e109295c420916d68ad24e3dc02f5e44 \ + --hash=sha256:8520a4ab0e37f770afc34459c4f8f7019e153f9124dc101c15538365875d1ab2 \ + --hash=sha256:86bc13c25a8d1fcd70b51d0ce7c9b65e90de5666fcbfd3e34957cc73ee19aeb5 \ + --hash=sha256:89d8c2394a065ca86f5d2910ff263ae67c127e1376ccc4f9fc35c71db879f80a \ + --hash=sha256:8c520725602756229f045b032a1ff33d7ef0f7404189d62f6c2438cb6d8ef6a1 \ + --hash=sha256:8f200104103feb097de4cab8fe4f5dd18a2026934c7dea98c55a2f5fd6d5a33b \ + --hash=sha256:8f70d8b291ef6e88d19b1f297a6905ddb978888d9272b0d05e6f53309856bcfc \ + --hash=sha256:8fa585ede612ee9f9e91b18bebf9ba11b9ae29a4e3a0d0cf6fca3e382133f0d5 \ + --hash=sha256:922c0e019fe68b3ae392965a766b02a71ba1168c932cebc3733cd52c5fe5b377 \ + --hash=sha256:9342472aff9b093c5acd4f6d8f70ae0937964ab56542502bcf5579782da69ae8 \ + --hash=sha256:9649193aa27bd9ff2e80ff29bfaa93085496c7a3a377592823cc58b77ee88add \ + --hash=sha256:9f04b092229ad2c50126dd3c922c8822e51e605993764a33058d4a791ab42281 \ + --hash=sha256:a0f27f01bee51861392bb6b7c4fdb290b27d1eb194e9e28788d68102a0e898d9 \ + --hash=sha256:a16ffe19bf5cf9f5edaa1ad1dd830c5a816e8feec430c522302ab55483a4b994 \ + --hash=sha256:a204794696ffb8f9b10fba6f7cb5216d42f3b2b71860ccac6b6e42f5f10973b0 \ + --hash=sha256:a711b51aec4370d0dcda5b6c09463206f133a5759341d7744b953a7b62e1100e \ + --hash=sha256:a88fc94e647bc4eec523f1caa540258eb71d14278b9daf72fa1e2658a98df0f0 \ + --hash=sha256:ae99b14c5f21e026e0e9d96f40e07d8570ebee6cafd9d8fc318354606daa7a28 \ + --hash=sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7 \ + --hash=sha256:b141a4891c995a039cd89e9a49e62df1dc8a559a5d1a6e4c7106d16c12777a55 \ + --hash=sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb \ + --hash=sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07 \ + --hash=sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb \ + --hash=sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4 \ + --hash=sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0 \ + --hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn -wcwidth==0.6.0 \ - --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad \ - --hash=sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159 - # via prompt-toolkit +wcwidth==0.7.0 \ + --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2 \ + --hash=sha256:90e3a7ea092341c44b99562e75d09e4d5160fe7a3974c6fb842a101a95e7eed0 + # via + # prettytable + # prompt-toolkit webcolors==25.10.0 \ --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d \ --hash=sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf @@ -6633,7 +7104,10 @@ websockets==16.0 \ werkzeug==3.1.8 \ --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50 \ --hash=sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44 - # via moto + # via + # flask + # flask-cors + # moto wheel==0.47.0 \ --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \ --hash=sha256:cc72bd1009ba0cf63922e28f94d9d83b920aa2bb28f798a31d0691b02fa3c9b3 @@ -7058,9 +7532,9 @@ yarl==1.23.0 \ --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \ --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d # via aiohttp -zipp==3.23.1 \ - --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \ - --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110 +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 # via importlib-metadata zstandard==0.25.0 \ --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \ diff --git a/sdk/python/requirements/py3.12-minimal-requirements.txt b/sdk/python/requirements/py3.12-minimal-requirements.txt index d06134cb36e..b52f33348d0 100644 --- a/sdk/python/requirements/py3.12-minimal-requirements.txt +++ b/sdk/python/requirements/py3.12-minimal-requirements.txt @@ -161,6 +161,41 @@ 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 + # via mypy atpublic==7.0.0 \ --hash=sha256:466ef10d0c8bbd14fd02a5fbd5a8b6af6a846373d91106d3a07c16d72d96b63e \ --hash=sha256:6702bd9e7245eb4e8220a3e222afcef7f87412154732271ee7deee4433b72b4b @@ -172,9 +207,9 @@ attrs==26.1.0 \ # aiohttp # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -420,9 +455,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -436,56 +471,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -495,9 +530,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -712,9 +747,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -726,9 +761,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -738,17 +773,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -800,15 +835,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -878,6 +913,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -897,9 +933,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1079,9 +1115,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1113,105 +1149,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ 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--hash=sha256:f3fd278f5e6bf7c75ccd6d12344eb686cc020712683363b66f46ac79d37c799f \ - --hash=sha256:f4003f70c56a5addd6aa0897f200dd59afd3bf7bcd5b3cce46dd21f925743bc2 \ - --hash=sha256:f48c963a76d71b9d7927eb817b543d0dccd52ab6648b99d37bd54f4cd475d856 \ - --hash=sha256:f819e0c6413e259a17a7c0d49f97f405abadd3c2a316a3b46c6440b7dbbedbb1 \ - --hash=sha256:fc5758e2b7a56532dc33e3c544d78cbaa9ecf0a0f2a2da2df882c1d6b99a317f \ - --hash=sha256:fcbdf2a9ca24e87bbebb47f1fe34e531ef06f104f98c9ccfc953a3f3344c567a +librt==0.11.0 \ + --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \ + --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \ + --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \ + --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \ + --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \ + 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1304,9 +1340,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1580,129 +1616,129 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - 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--hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -1810,155 +1846,152 @@ platformdirs==4.9.6 \ --hash=sha256:3bfa75b0ad0db84096ae777218481852c0ebc6c727b3168c1b9e0118e458cf0a \ --hash=sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917 # via snowflake-connector-python -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via 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--hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \ + --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \ + --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \ + --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \ + --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \ + --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \ + --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \ + --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \ + --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \ + --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \ + --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \ + --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2004,9 +2037,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2083,140 +2116,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - 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--hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2245,9 +2278,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python python-dateutil==2.9.0.post0 \ --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ @@ -2266,13 +2299,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2365,9 +2398,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2531,32 +2564,32 @@ six==1.17.0 \ # via # kubernetes # python-dateutil -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2627,13 +2660,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2703,9 +2736,9 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2720,17 +2753,17 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc # via fastapi-mcp -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -2767,89 +2800,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - --hash=sha256:56ba3f7abbd6b0bb282a544dc38406d1a188d8bb9164f49fdb9c2fee62cb29da \ - --hash=sha256:57930ac9519099b852e190d2c04b1fb5d97ea128db33bce77ed874eccb4c7f09 \ - --hash=sha256:58a11cb49482f1a095a2bd9a1d81dd7c8fb5d2357f959ece85db4e46a825fd00 \ - --hash=sha256:64df53eef4ac857eb5816a56e2885ccf0d7dff6333c94065c93b39c51063e01d \ - --hash=sha256:6879aed770557f0961b252648d36f6fdaab41079d37a2296b5649fd1b35608e0 \ - --hash=sha256:6ad57654570464eb1b040b5c353dee442608e06cff9102b8fcb105565a44c9ed \ - --hash=sha256:6c0aed6a4439994c9666fb8a5b6c4eac94d4ef6ddc95f9b806a599ef83547e3b \ - --hash=sha256:76bf3e7406cf23a3e1ca6a23fb1fb9ea82f4f6bd226fe226e09146b0194f85dc \ - --hash=sha256:7bbf05c38debc90d1a195b11340cc85cb43ab3e753dc47558a3a84a38cbc72da \ - --hash=sha256:7ddb08b3c2f9213df1f2e3eb2fbea4963d80ec0f8de21f0b59898e34f3b3d96d \ - --hash=sha256:7e07f6f644d2c44d53b7a320a084eef98063651912c1b9449b5f45fcbdc6ccd2 \ - --hash=sha256:85833bca01aa5cae326ac759276dc175c5fa3f7b3733b7d543cf27f2df12d1ef \ - --hash=sha256:8712b61eb1b74a4478cfd1c54f576056199e9f093659334aeb5c4a6b385338e5 \ - --hash=sha256:871c0e5102e47995b0e37e8df7819a894a6c3da0d097545cd1f9f1f7d7079927 \ - --hash=sha256:89e302abd3749f6d6699691747969a5d85f7c73081d5ed7e2624c7bd9721a2ab \ - --hash=sha256:937794042342006f707837f38d721426b11b0774d327a2a45c0bd389eb750a87 \ - --hash=sha256:93bc91fdadcf046da37a214eaa714574e7e9b1913568e93bb09527b2ceb7f759 \ - --hash=sha256:94c5f1621cbcab83c03be46441f090b68b9f307b6c7ec44d4e3f6d5997383df4 \ - --hash=sha256:973b7d7145b1ac553a7466a64afa8b31ec2693d7c7fff6a755059e0a2885dfd2 \ - --hash=sha256:99cc80facad240b0c2fb5a633044420878aac87a8e7c348b9486450cba93f27c \ - --hash=sha256:9a5fcbe7b949f2e95c47ea8a80b410fcdf2da61c98553b45a4ee875580418b68 \ - --hash=sha256:9b3b86ec3e818f3dd3e13a9de628e88a9990f4af68ecb0b12dd3de81227f0a26 \ - --hash=sha256:9b3cf13facf6f77c283af0e1713e5e8c47a0fe295af81326cb3cb4380212e797 \ - 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--hash=sha256:ccbfd94e59aad4a2566c71912b55f0547ac1680bfac25eb138e6703eb3dd434e \ - --hash=sha256:d1831c07bd4dce53c4b666fa846c7eba4b7c414f2e641a4585b7f50b72f502dc \ - --hash=sha256:d22cad98c2a10bbf6aa083a8980db6ed90d4285a841c4de892890c2b28286ef9 \ - --hash=sha256:d30ad4359413c8821cc7b3707f7ca38aa8bc852ba3b9c5a759ee2d7740157315 \ - --hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + 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--hash=sha256:758e5c8fbe4e6d483041e03b307b01fb5d2f2dd4452d4d4b927ab902e188939e \ + --hash=sha256:7642a41520ac1b2bc25ea282b66b8da522cc43424442e6fb5e039be4d4f96530 \ + --hash=sha256:77a71fe53427a0cf49d56eafd801d9f7e203b784b7f99cc717783fd6f6f7b732 \ + --hash=sha256:7957b64583793042521f7f7c71c01626b3d32a17528eaab980eb8cdc3d4eec68 \ + --hash=sha256:7bba5ab7965619db7d6f5503133b8e2d8bfce9bb6754224ca64d19261cc52f7c \ + --hash=sha256:7dc5cf44ea42365cd1b66e6ed3fc6ca040c86587b024a6659b98e99d31cff2cd \ + --hash=sha256:7e31afad20cd6837a5ac6965d95b44b0ff06e42a82b01a8d3dc606a07f0b7a2a \ + --hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -2917,116 +2948,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - 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--hash=sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07 \ + --hash=sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb \ + --hash=sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4 \ + --hash=sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0 \ + --hash=sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e \ + --hash=sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4 \ + --hash=sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9 \ + --hash=sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06 \ + --hash=sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26 \ + --hash=sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7 \ + --hash=sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4 \ + --hash=sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3 \ + --hash=sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3 \ + --hash=sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838 \ + --hash=sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71 \ + --hash=sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488 \ + --hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ 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 ae10670be7c..48163513c45 100644 --- a/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt +++ b/sdk/python/requirements/py3.12-minimal-sdist-requirements-build.txt @@ -4,6 +4,41 @@ # # 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 + # via mypy calver==2025.3.31 \ --hash=sha256:07511edf5e7fa75ae97445c8c5921240e0fe62937289a3ebe6963eddd3c691b6 \ --hash=sha256:255d1a70bba8f97dc1eee3af4240ed35980508da69257feef94c79e5c6545fc7 @@ -250,9 +285,9 @@ gitdb==4.0.12 \ --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \ --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf # via gitpython -gitpython==3.1.49 \ - --hash=sha256:024b0422d7f84d15cd794844e029ffebd4c5d42a7eb9b936b458697ef550a02c \ - --hash=sha256:42f9399c9eb33fc581014bedd76049dfbaf6375aa2a5754575966387280315e1 +gitpython==3.1.50 \ + --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \ + --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9 # via pymilvus hatch-fancy-pypi-readme==25.1.0 \ --hash=sha256:9c58ed3dff90d51f43414ce37009ad1d5b0f08ffc9fc216998a06380f01c0045 \ @@ -387,97 +422,97 @@ libcst==1.8.6 \ --hash=sha256:f729c37c9317126da9475bdd06a7208eb52fcbd180a6341648b45a56b4ba708b \ --hash=sha256:fea5c7fa26556eedf277d4f72779c5ede45ac3018650721edd77fd37ccd4a2d4 # via pyarrow -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - --hash=sha256:22a904cbdb678f7cb348c90d543d3c52f581663d687992fee47fd566dcbf5285 \ - --hash=sha256:2b8f5d00b49818f4e2b1667db994488b045835e0ac16fe2f924f3871bd2b8ac5 \ - --hash=sha256:2c3786f0f4490a5cd87f1ed6cefae833ad6b1060d52044ce0434a2e85893afd0 \ - --hash=sha256:2d03fa4fd277a7974c1978c92c374c57f44edeee163d147b477b143446ad1bf6 \ - --hash=sha256:2f8e12706dcb8ff6b3ed57514a19e45c49ad00bcd423e87b2b2e4b5f64578443 \ - --hash=sha256:3be322a15ee5e70b93b7a59cfd074614f22cc8c9ff18bd27f474e79137ea8d3b \ - --hash=sha256:3cc2917258e131ae5f958a4d872e07555b51cb7466a43433218061c74ef33745 \ - --hash=sha256:3f05d145df35dca5056a8bc3838e940efebd893a54b3e19b2dda39ceaa299bcb \ - --hash=sha256:3fe56e80badb66fdcde06bef81bbaa5bfcf6fbd7aefb86222d9e369c38c6b228 \ - --hash=sha256:42ff8a962554c350d4a83cf47d9b7b78b0e6ff7943e87df7cdfc97c07f3c016f \ - --hash=sha256:451daa98463b7695b0a30aa56bf637831ea559e7b8101ac2ef6382e8eb15e29c \ - --hash=sha256:465814ab157986acb9dfa5ccd7df944be5eefc0d08d31ec6e8d88bc71251d845 \ - --hash=sha256:4c4d0440a3a8e31d962340c3e1cc3fc9ee7febd34c8d8f770d06adb947779ea5 \ - --hash=sha256:4e3dda8345307fd7306db0ed0cb109a63a2c85ba780eb9dc2d09b2049a931f9c \ - --hash=sha256:5093043afb226ecfa1400120d1ebd4442b4f99977783e4f4f7248879009b227f \ - --hash=sha256:5112c2fb7c2eefefaeaf5c97fec81343ef44ee86a30dcfaa8223822fba6467b4 \ - --hash=sha256:527b5b820b47a09e09829051452bb0d1dd2122261254e2a6f674d12f1d793d54 \ - --hash=sha256:54d412e47c21b85865676ed0724e37a89e9593c2eee1e7367adf85bfad56ffb1 \ - --hash=sha256:56d65b583cf43b8cf4c8fbe1e1da20fa3076cc32a1149a141507af1062718236 \ - --hash=sha256:5ca8e133d799c948db2ab1afc081c333a825b5540475164726dcbf73537e5c2f \ - --hash=sha256:603138ee838ee1583f1b960b62d5d0007845c5c423feb68e44648b1359014e27 \ - --hash=sha256:63c12efcd160e1d14da11af0c46c0217473e1e0d2ae1acbccc83f561ea4c2a7b \ - --hash=sha256:657f8ba7b9eaaa82759a104137aed2a3ef7bc46ccfd43e0d89b04005b3e0a4cc \ - --hash=sha256:66b58fed90a545328e80d575467244de3741e088c1af928f0b489ebec3ef3858 \ - --hash=sha256:6788207daa0c19955d2b668f3294a368d19f67d9b5f274553fd073c1260cbb9f \ - --hash=sha256:703f4ae36d6240bfe24f542bac784c7e4194ec49c3ba5a994d02891649e2d85b \ - --hash=sha256:7202bdcac47d3a708271c4304a474a8605a4a9a4a709e954bf2d3241140aa938 \ - --hash=sha256:756775d25ec8345b837ab52effee3ad2f3b2dfd6bbee3e3f029c517bd5d8f05a \ - --hash=sha256:78042f6facfd98ecb25e9829c7e37cce23363d9d7c83bc5f72702c5059eb082b \ - --hash=sha256:789fff71757facc0738e8d89e3b84e4f0251c1c975e85e81b152cdaca927cc2d \ - 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--hash=sha256:9b3e3bc363f71bda1639a4ee593cb78f7fbfeacc73411ec0d4c92f00730010a4 \ - --hash=sha256:9edcc35d1cae9fd5320171b1a838c7da8a5c968af31e82ecc3dff30b4be0957f \ - --hash=sha256:9fcb461fbf70654a52a7cc670e606f04449e2374c199b1825f754e16dacfedd8 \ - --hash=sha256:a0951822531e7aee6e0dfb556b30d5ee36bbe234faf60c20a16c01be3530869d \ - --hash=sha256:a361c9434a64d70a7dbb771d1de302c0cc9f13c0bffe1cf7e642152814b35265 \ - --hash=sha256:a4b25c6c25cac5d0d9d6d6da855195b254e0021e513e0249f0e3b444dc6e0e61 \ - --hash=sha256:a5af136bfba820d592f86c67affcef9b3ff4d4360ac3255e341e964489b48519 \ - --hash=sha256:a81eea9b999b985e4bacc650c4312805ea7008fd5e45e1bf221310176a7bcb3a \ - --hash=sha256:a9c63e04d003bc0fb6a03b348018b9a3002f98268200e22cc80f146beac5dc40 \ - --hash=sha256:aa95738a68cedd3a6f5492feddc513e2e166b50602958139e47bbdd82da0f5a7 \ - --hash=sha256:b0a2040f801406b93657a70b72fa12311063a319fee72ce98e1524da7200171f \ - --hash=sha256:b8bd70d5d816566a580d193326912f4a76ec2d28a97dc4cd4cc831c0af8e330e \ - 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--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 # via mypy markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -570,22 +605,23 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -maturin==1.13.1 \ - --hash=sha256:001741c6cff56aa8ea59a0d78ae990c0550d0e3e82b00b683eedb4158a8ef7e6 \ - --hash=sha256:01c845825c917c07c1d0b2c9032c59c16a7d383d1e649a46481d3e5693c2750f \ - --hash=sha256:2839024dcd65776abb4759e5bca29941971e095574162a4d335191da4be9ff24 \ - --hash=sha256:3da18cccf2f683c0977bff9146a0908d6ffce836d600665736ac01679f588cb9 \ - --hash=sha256:416e4e01cb88b798e606ee43929df897e42c1647b722ef68283816cca99a8742 \ - --hash=sha256:6b1e5916a253243e8f5f9e847b62bbc98420eec48c9ce2e2e8724c6da89d359b \ - --hash=sha256:72888e87819ce546d0d2df900e4b385e4ef299077d92ee37b48923a5602dae94 \ - --hash=sha256:98b5fcf1a186c217830a8295ecc2989c6b1cf50945417adfc15252107b9475b7 \ - --hash=sha256:9a87ff3b8e4d1c6eac33ebfe8e261e8236516d98d45c0323550621819b5a1a2f \ - --hash=sha256:a2017d2281203d0c6570240e7d746564d766d756105823b7de68bda6ae722711 \ - --hash=sha256:c1490584f3c70af45466ee99065b49e6657ebdccac6b10571bb44681309c9396 \ - --hash=sha256:c6a720b252c99de072922dbe4432ab19662b6f80045b0355fec23bdfccb450da \ - --hash=sha256:dc91031e0619c1e28730279ef9ee5f106c9b9ec806b013f888676b242f892eb7 \ - --hash=sha256:f69093ed4a0e6464e52a7fc26d714f859ce15630ec8070743398c6bf41f38a9e +maturin==1.13.3 \ + --hash=sha256:0ef257e692cc756c87af5bea95ddfe7d3ac49d3376a7a87f728d63f06e7b6f8b \ + --hash=sha256:1cc0a110b224ca90406b668a3e3c1f5a515062e59e26292f6dbaf5fd4909c6f3 \ + --hash=sha256:2389fe92d017cea9d94e521fa0175314a4c52f79a1057b901fbc9f8686ef7d0b \ + --hash=sha256:3cc13929ca82aefa4adbf0f2c35419369796213c6fb0eb24e914945f50ef5d8c \ + --hash=sha256:3db93337ed97e60ffc878aa8b493cd7ae44d3a5e1a37256db3a4491f57565018 \ + --hash=sha256:4667ef609ab446c1b5e0bfe4f9fb99699ab6d8548433f8d1a684256e0b67217f \ + --hash=sha256:49fd6ab08da28098ccf37afca24cdba72376ba9c1eedf9dd25ff82ed771961ff \ + --hash=sha256:4cd478e6e4c56251e48ed079b8efd55b30bc5c09cf695a1bdafaeb582ee735a0 \ + --hash=sha256:53b08bd075649ce96513ad9abf241a43cb685ed6e9e7790f8dbc2d66e95d8323 \ + --hash=sha256:771e1e9e71a278e56db01552e0d1acfd1464259f9575b6e72842f893cd299079 \ + --hash=sha256:a2675e25f313034ae6f57388cf14818f87d8961c4a96795287f3e155f59beb11 \ + --hash=sha256:b6741d7bf4af97da937528fd1e523c6ab54f53d9a21870fa735d6e67fd88e273 \ + --hash=sha256:c00ea6428dea17bf616fe93770837634454b28c2de1a876e42ef8036c616079a \ + --hash=sha256:def4a435ea9d2ee93b18ba579dc8c9cf898889a66f312cd379b5e374ec3e3ad6 # via + # ast-serialize # cryptography # pydantic-core # rpds-py @@ -608,79 +644,79 @@ mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - --hash=sha256:fbc356aae7adf9e6336d336b9c8111d390a05df88f1805573ebb0807bd06fd1d \ - --hash=sha256:fcfe2045fd2e8f3cb0ce9d4ba6dba6333b8fa05bb8a4939c908cd43322d14c7e +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + 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--hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # pandas # pyarrow @@ -718,9 +754,9 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -poetry-core==2.3.2 \ - --hash=sha256:20cb71be27b774628da9f384effd9183dfceb53bcef84063248a8672aa47031f \ - --hash=sha256:23df641b64f87fbb4ce1873c1915a4d4bb1b7d808c596e4307edc073e68d7234 +poetry-core==2.4.0 \ + --hash=sha256:4305848477da00272bebd3f615bbec87f64bd117cdb858ab660b626a06a9d96c \ + --hash=sha256:4e8c7496cf797998ffc493f2e23eba4b038c894c08eadacdcdf688945de6b43a # via # aiohappyeyeballs # dunamai @@ -831,9 +867,9 @@ semantic-version==2.10.0 \ --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \ --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177 # via setuptools-rust -setuptools-git-versioning==3.0.1 \ - --hash=sha256:737c4d17e848edd46e28764a19dc424d8537fcb2257022e5f4f5c0c8e9b64c80 \ - --hash=sha256:c8a599bacf163b5d215552b5701faf5480ffc4d65426a5711a010b802e1590eb +setuptools-git-versioning==3.1.0 \ + --hash=sha256:3a68f3fd58a2a5e86b0792435cfa9d8e569ab60ee5e4c29228c09da9b637bf18 \ + --hash=sha256:612dfcf184addac9e1c2216f4f229724b2390e5bf613fb925ae80b84f2529172 # via toolz setuptools-rust==1.12.1 \ --hash=sha256:85ae70989d96c9cfeb5ef79cf3bac2d5200bc5564f720a06edceedbdf6664640 \ @@ -862,16 +898,11 @@ setuptools-scm==10.0.5 \ # tqdm # typeguard # ujson + # urllib3 setuptools-scm==7.1.0 \ --hash=sha256:6c508345a771aad7d56ebff0e70628bf2b0ec7573762be9960214730de278f27 \ --hash=sha256:73988b6d848709e2af142aa48c986ea29592bbcfca5375678064708205253d8e # via python-dateutil -setuptools-scm==9.2.2 \ - --hash=sha256:1c674ab4665686a0887d7e24c03ab25f24201c213e82ea689d2f3e169ef7ef57 \ - --hash=sha256:30e8f84d2ab1ba7cb0e653429b179395d0c33775d54807fc5f1dd6671801aef7 - # via - # hatch-vcs - # urllib3 smmap==5.0.3 \ --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \ --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f @@ -925,21 +956,21 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via uv-dynamic-versioning -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via mypy -types-setuptools==82.0.0.20260408 \ - --hash=sha256:036c68caf7e672a699f5ebbf914708d40644c14e05298bc49f7272be91cf43d3 \ - --hash=sha256:ece0a215cdfa6463a65fd6f68bd940f39e455729300ddfe61cab1147ed1d2462 +types-setuptools==82.0.0.20260518 \ + --hash=sha256:31c04a62b57a653a5021caf191be0f10f70df890f813b51f02bab3969d300f20 \ + --hash=sha256:3b743cfe63d0981ea4c15b90710fc1ed41e3464a537d51e705be514e891c1d07 # via mypy typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1022,7 +1053,6 @@ setuptools==80.10.2 \ # pathspec # pluggy # prometheus-client - # propcache # proto-plus # psutil # psycopg @@ -1067,6 +1097,7 @@ setuptools==82.0.1 \ --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \ --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb # via + # propcache # python-dateutil # types-pymysql # types-setuptools diff --git a/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt b/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt index c5231d0fd24..c16471e8a27 100644 --- a/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt +++ b/sdk/python/requirements/py3.12-minimal-sdist-requirements.txt @@ -165,6 +165,41 @@ 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 + # via mypy atpublic==7.0.0 \ --hash=sha256:466ef10d0c8bbd14fd02a5fbd5a8b6af6a846373d91106d3a07c16d72d96b63e \ --hash=sha256:6702bd9e7245eb4e8220a3e222afcef7f87412154732271ee7deee4433b72b4b @@ -180,9 +215,9 @@ babel==2.18.0 \ --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \ --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35 # via sphinx -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) boto3==1.38.27 \ --hash=sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859 \ @@ -432,9 +467,9 @@ charset-normalizer==3.4.7 \ # via # requests # snowflake-connector-python -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -448,56 +483,56 @@ colorama==0.4.6 \ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 # via feast (pyproject.toml) -cryptography==47.0.0 \ - --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \ - --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \ - --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \ - --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \ - --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \ - --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \ - --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \ - --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \ - --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \ - --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \ - --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \ - --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \ - --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \ - --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \ - --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \ - --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \ - --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \ - --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \ - --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \ - --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \ - --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \ - --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \ - --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \ - --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \ - --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \ - --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \ - --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \ - --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \ - --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \ - --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \ - --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \ - --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \ - --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \ - --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \ - --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \ - --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \ - --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \ - --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \ - --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \ - --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \ - --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \ - --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \ - --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \ - --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \ - --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \ - --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \ - --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \ - --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \ - --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736 +cryptography==48.0.0 \ + --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \ + --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \ + --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \ + --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \ + --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \ + --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \ + --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \ + --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \ + --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \ + --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \ + --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \ + --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \ + --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \ + --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \ + --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \ + --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \ + --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \ + --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \ + --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \ + --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \ + --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \ + --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \ + --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \ + --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \ + --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \ + --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \ + --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \ + --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \ + --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \ + --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \ + --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \ + --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \ + --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \ + --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \ + --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \ + --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \ + --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \ + --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \ + --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \ + --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \ + --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \ + --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \ + --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \ + --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \ + --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \ + --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \ + --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \ + --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \ + --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b # via # google-auth # pyjwt @@ -573,9 +608,9 @@ dask[dataframe]==2026.3.0 \ --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d \ --hash=sha256:f7d96c8274e8a900d217c1ff6ea8d1bbf0b4c2c21e74a409644498d925eb8f85 # via feast (pyproject.toml) -db-dtypes==1.5.1 \ - --hash=sha256:901099b807c9312bc61a5bddbfb07512884e6c6d5a9edacf24d50bcf303aa5f7 \ - --hash=sha256:ad71a6645e3c1f06d4d32023940576648f43119822f825f0d22587c6ef8afe15 +db-dtypes==1.6.0 \ + --hash=sha256:03f0ff5798fa5e407f07e84de2d619cbc363b8dcc40104825a85519793ffee8d \ + --hash=sha256:4ba87b15cc972a7cc0aed2b7483e0823c7765eca88128453f52c88c5e0f4ae46 # via # google-cloud-bigquery # pandas-gbq @@ -798,9 +833,9 @@ google-api-core[grpc]==2.30.3 \ # google-cloud-datastore # google-cloud-storage # pandas-gbq -google-auth==2.50.0 \ - --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \ - --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0 +google-auth==2.53.0 \ + --hash=sha256:6e7449917c599b35126a99ec268ec6880301f2fea41dce198fe8fd83ff642b68 \ + --hash=sha256:e7e6aa16f6bee7b2b264830fd04f08087a1d5a836df516251a5d15327b246c9c # via # google-api-core # google-auth-oauthlib @@ -812,9 +847,9 @@ google-auth==2.50.0 \ # google-cloud-storage # pandas-gbq # pydata-google-auth -google-auth-oauthlib==1.3.1 \ - --hash=sha256:14c22c7b3dd3d06dbe44264144409039465effdd1eef94f7ce3710e486cc4bfa \ - --hash=sha256:1a139ef23f1318756805b0e95f655c238bffd29655329a2978218248da4ee7f8 +google-auth-oauthlib==1.4.0 \ + --hash=sha256:18b5e28880eb8eba9065c436becdc0ee8e4b59117a73a510679c82f70cd363d2 \ + --hash=sha256:251314f213a9ee46a5ae73988e84fd7cca8bb68e7ecf4bfd45940f9e7f51d070 # via # pandas-gbq # pydata-google-auth @@ -824,17 +859,17 @@ google-cloud-bigquery[pandas]==3.41.0 \ # via # feast (pyproject.toml) # pandas-gbq -google-cloud-bigquery-storage==2.37.0 \ - --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \ - --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97 +google-cloud-bigquery-storage==2.38.0 \ + --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \ + --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d # via feast (pyproject.toml) -google-cloud-bigtable==2.36.0 \ - --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \ - --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e +google-cloud-bigtable==2.38.0 \ + --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \ + --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1 # via feast (pyproject.toml) -google-cloud-core==2.5.1 \ - --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \ - --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7 +google-cloud-core==2.6.0 \ + --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \ + --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83 # via # google-cloud-bigquery # google-cloud-bigtable @@ -886,15 +921,15 @@ google-crc32c==1.8.0 \ # google-cloud-bigtable # google-cloud-storage # google-resumable-media -google-resumable-media==2.8.2 \ - --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \ - --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70 +google-resumable-media==2.9.0 \ + --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \ + --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b # via # google-cloud-bigquery # google-cloud-storage -googleapis-common-protos[grpc]==1.74.0 \ - --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \ - --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5 +googleapis-common-protos[grpc]==1.75.0 \ + --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \ + --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed # via # feast (pyproject.toml) # google-api-core @@ -1025,6 +1060,7 @@ grpcio==1.62.3 \ # google-api-core # google-cloud-bigquery # google-cloud-bigquery-storage + # google-cloud-bigtable # google-cloud-datastore # googleapis-common-protos # grpc-google-iam-v1 @@ -1044,9 +1080,9 @@ grpcio-status==1.62.3 \ --hash=sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485 \ --hash=sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8 # via google-api-core -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -1241,9 +1277,9 @@ ibis-framework[duckdb]==12.0.0 \ --hash=sha256:0bbd790f268da9cb87926d5eaad2b827a573927113c4ed3be5095efa89b9e512 \ --hash=sha256:238624f2c14fdab8382ca2f4f667c3cdb81e29844cd5f8db8a325d0743767c61 # via feast (pyproject.toml) -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # httpx @@ -1281,105 +1317,105 @@ kubernetes==35.0.0 \ --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \ --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee # via feast (pyproject.toml) -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3 # via partd -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 +markdown-it-py==4.2.0 \ + --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \ + --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a # via rich markupsafe==3.0.3 \ --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \ @@ -1472,9 +1508,9 @@ markupsafe==3.0.3 \ --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \ --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50 # via jinja2 -mcp==1.27.0 \ - --hash=sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741 \ - --hash=sha256:d3dc35a7eec0d458c1da4976a48f982097ddaab87e278c5511d5a4a56e852b83 +mcp==1.27.1 \ + --hash=sha256:0f47e1820f8f8f941466b39749eb1d1839a04caddca2bc60e9d46e8a99914924 \ + --hash=sha256:1af3c4203b329430fde7a87b4fcb6392a041f5cb851fd68fc674016ab4e7c06f # via fastapi-mcp mdurl==0.1.2 \ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ @@ -1750,129 +1786,129 @@ multidict==6.7.1 \ # aiobotocore # aiohttp # yarl -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - 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--hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -2004,155 +2040,152 @@ pluggy==1.6.0 \ --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \ --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746 # via hatchling -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) -propcache==0.4.1 \ - --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - 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--hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \ + --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \ + --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \ + --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \ + --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \ + --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \ + --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \ + --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \ + --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \ + --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \ + --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \ + --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \ + --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \ + --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \ + --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \ + --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \ + --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \ + --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \ + --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \ + --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \ + --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \ + --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \ + --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \ + --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \ + --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \ + --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \ + --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \ + --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \ + --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \ + --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \ + --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \ + --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \ + --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \ + --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \ + --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \ + --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \ + --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \ + --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \ + --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \ + --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \ + --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \ + --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \ + --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \ + --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \ + --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \ + --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \ + --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \ + --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \ + --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \ + --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \ + --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \ + --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \ + --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \ + --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \ + --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \ + --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \ + --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \ + --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \ + --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \ + --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \ + --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \ + --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6 # via # aiohttp # yarl -proto-plus==1.27.2 \ - --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \ - --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24 +proto-plus==1.28.0 \ + --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \ + --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8 # 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==7.34.1 \ + --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ + --hash=sha256:403b093a6e28a960372b44e5eb081775c9b056e816a8029c61231743d63f881a \ + --hash=sha256:5185e0e948d07abe94bb76ec9b8416b604cfe5da6f871d67aad30cbf24c3110b \ + --hash=sha256:8ff40ce8cd688f7265326b38d5a1bed9bfdf5e6723d49961432f83e21d5713e4 \ + --hash=sha256:9ce42245e704cc5027be797c1db1eb93184d44d1cdd71811fb2d9b25ad541280 \ + --hash=sha256:bb3812cd53aefea2b028ef42bd780f5b96407247f20c6ef7c679807e9d188f11 \ + --hash=sha256:d8b2cc79c4d8f62b293ad9b11ec3aebce9af481fa73e64556969f7345ebf9fc7 \ + --hash=sha256:e97b55646e6ce5cbb0954a8c28cd39a5869b59090dfaa7df4598a7fba869468c # via # feast (pyproject.toml) # google-api-core @@ -2198,9 +2231,9 @@ psycopg[c, pool]==3.2.5 \ psycopg-c==3.2.5 \ --hash=sha256:57ad4cfd28de278c424aaceb1f2ad5c7910466e315dfe84e403f3c7a0a2ce81b # via psycopg -psycopg-pool==3.3.0 \ - --hash=sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063 \ - --hash=sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5 +psycopg-pool==3.3.1 \ + --hash=sha256:2af5b432941c4c9ad5c87b3fa410aec910ec8f7c122855897983a06c45f2e4b5 \ + --hash=sha256:b10b10b7a175d5cc1592147dc5b7eec8a9e0834eb3ed2c4a92c858e2f51eb63c # via psycopg pyarrow==24.0.0 \ --hash=sha256:02b001b3ed4723caa44f6cd1af2d5c86aa2cf9971dacc2ffa55b21237713dfba \ @@ -2281,140 +2314,140 @@ pycparser==3.0 \ --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 # via cffi -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi # fastapi-mcp # mcp # pydantic-settings -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \ - --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \ - --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \ - --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \ - --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \ - --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \ - --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \ - --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \ - --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \ - --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \ - 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--hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \ + --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \ + --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \ + --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \ + --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \ + --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \ + --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic -pydantic-settings==2.14.0 \ - --hash=sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d \ - --hash=sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e +pydantic-settings==2.14.1 \ + --hash=sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de \ + --hash=sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa # via # fastapi-mcp # mcp @@ -2444,9 +2477,9 @@ pymysql==1.1.3 \ --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \ --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a # via feast (pyproject.toml) -pyopenssl==26.1.0 \ - --hash=sha256:115563879b2c8ccb207975705d3e491434d8c9d7c79667c902ecbf5f3bbd2ece \ - --hash=sha256:737f0a2275c5bc54f3b02137687e1a765931fb3949b9a92a825e4d33b9eec08b +pyopenssl==26.2.0 \ + --hash=sha256:4f9d971bc5298b8bc1fab282803da04bf000c755d4ad9d99b52de2569ca19a70 \ + --hash=sha256:8c6fcecd1183a7fc897548dfe388b0cdb7f37e018200d8409cf33959dbe35387 # via snowflake-connector-python pyproject-metadata==0.11.0 \ --hash=sha256:85bbecca8694e2c00f63b492c96921d6c228454057c88e7c352b2077fcaa4096 \ @@ -2469,13 +2502,13 @@ python-dotenv==1.2.2 \ # pydantic-settings # pymilvus # uvicorn -python-multipart==0.0.27 \ - --hash=sha256:6fccfad17a27334bd0193681b369f476eda3409f17381a2d65aa7df3f7275645 \ - --hash=sha256:9870a6a8c5a20a5bf4f07c017bd1489006ff8836cff097b6933355ee2b49b602 +python-multipart==0.0.29 \ + --hash=sha256:2ddcc971cef266225f54f552d8fa10bcfbb1f14446caec199060daac59ff2d69 \ + --hash=sha256:643e93849196645e2dbdd81a0f8829a23123ad7f797a84a364c6fb3563f18904 # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via # pandas # snowflake-connector-python @@ -2568,9 +2601,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via # feast (pyproject.toml) # fastapi-mcp @@ -2752,32 +2785,32 @@ snowballstemmer==3.0.1 \ --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064 \ --hash=sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895 # via sphinx -snowflake-connector-python[pandas]==4.4.0 \ - --hash=sha256:16fdca775f7ca5ce4a973c07c434f5ab72bef5284e81a5e4ae2fb4d54d28965c \ - --hash=sha256:19d0c1ed033abae715a71b74c53010b180a5247c6924f851e4f7d0b0d58066c4 \ - --hash=sha256:2a6f6a514a10c3bb2d4554132f0b639f43d7e9fbb73fa1fae1c8a75333102686 \ - --hash=sha256:307f41326c702f6976746d2001dacf35adaf567f3f12afb3a5778fbb063c7241 \ - --hash=sha256:43e1a2f3ac51d24406d4eb0c23a8ceb9d6f5cb4854c941e5e1375d8c481e2844 \ - --hash=sha256:52efe2d6543a09807283748dd50a36ec01d52b4f342868132f8f9856b9c95a42 \ - --hash=sha256:56ff04dd9e17edc82128f412aa3776687dc94088f3d6b9144971e169952623cb \ - --hash=sha256:648f49029d699591af0f253e81c5bf60efc4411c7b0149ef074a59a038210a3b \ - --hash=sha256:693a1bef97509f09b7e6f42ea6f743d27819413c04fb3dc543b060d029871c56 \ - --hash=sha256:70d4051e2d9c87258b02672e17e21f5873e0cb49ff9705f6194ccfa25ac0d5fd \ - --hash=sha256:7c2984663a733d06c979aa6c8c1d7691621ec0d3521ef345d57c869ff2f1c4b2 \ - --hash=sha256:8304b4818d3e9de552dcfbdd0bca61bae1583e1c9794e242e58fe44bce701604 \ - --hash=sha256:85a01338d282423611f357cd5392dca2219bbda9a66b44761b11d6ae8ebf1e50 \ - --hash=sha256:96fdca994c4d9f7780e82fc7b4bd3398d856b43de3bae57d44e242ff435a2431 \ - --hash=sha256:9b1a28f843c1c0b582db7854789525d0c8aac4ea5c56e31113684e38220d0af9 \ - --hash=sha256:9fa43d330389df27024757c4f97dabddafbedc74b8bcc189b6a86e8b4d036014 \ - --hash=sha256:a088f108da4653ad1396ddb63a1c757ad614d0862c38f6f69cc77344bdcfeccb \ - --hash=sha256:b9f0ac0c00075321e1720d3876e936ee0256f54832e7463c5193a8dfa54913d5 \ - --hash=sha256:c828248214a49f77b903e05acf887d3ccb9d958b5a979f2ed3663bba1bd0f2b3 \ - --hash=sha256:d6fd334e4d8df7fcb30e6746e5ade845e82de2942268862aa8bce974ae2b86a2 \ - --hash=sha256:d8ac1659c8e588b9502f8d3d03c1ded2f274de0da9c09e62fe007cba5b46d6a5 \ - --hash=sha256:e8e7ce0e8b33aec8b1fc6741eb51dbeb54e2c3a6d282a0d459c355a85f089b08 \ - --hash=sha256:ea6e4083ebea0a814b46f029d64a2fb0ba6e7732952cd8af4406041708ce0e21 \ - --hash=sha256:f5d0e90e68a899c13fda5ca842ff77b5759b1674adf2c72702d3c2b53ca9d27b \ - --hash=sha256:fb628d5ea1999e23bfbaabce4125eb44d56605ca5634b8b1d6092ab22d555598 +snowflake-connector-python[pandas]==4.5.0 \ + --hash=sha256:0c92794e56faaafbdf6fedfa0473bd29f40ea89ad258b322c92b27b27f57bc35 \ + --hash=sha256:16311dc9c4a0e2d6cd14ecd43f1f607e291ba5397832123a0b04a326897ef8b0 \ + --hash=sha256:1897be7487587d9ce7feae132a288e714b3b07f3b3f3404e62b6dfcebde94bb9 \ + --hash=sha256:206ea5e947ac346d121dd344048b7dd1b2ab4a0da03375ce3d90321a8ce598db \ + --hash=sha256:2c04c2a7ee5a183be1204417077584c07569e66997e8d093403bb1604b5463bd \ + --hash=sha256:34fbeb3f8ad26f34659c687cb27136d8eb9aea1ac65bc4b8b32091dc727f1f14 \ + --hash=sha256:376eb9d956f6b9287df448e483ec862b94fb9ccb06cefc945b68ddac1c7d1c48 \ + --hash=sha256:39c2b9d17da9a23475ad52a8e7b389001d7277bf400428c4c6af6bd1099bc62e \ + --hash=sha256:4870858f2fa312343b0063fb4da57b3e893d80aa00e371bc637981f3eed9c254 \ + --hash=sha256:56baa39a1fa9f0cdcdad3da022508396268d0bf6bb6df28087b02e4826e88bd1 \ + --hash=sha256:583adc49b38316d3023dc80bef81a27a3027a2f8109a36e69a0083785b7f8662 \ + --hash=sha256:5f73f1b0ed24e01d9dd627b088cc83e62e81ea5b19bee679946941f6d1947ef9 \ + --hash=sha256:64ec9b5dddf19c7f4ce4355d1b8e16239a26d1d161d92219919953510664269c \ + --hash=sha256:6bb323323c573c903500e1c654f71c0aad7b62149e2f719c611377fac9c05833 \ + --hash=sha256:7badadc59d7e75550c7f35bdb9414895cae5898a4f9901b02231d0eaa694a4a0 \ + --hash=sha256:81bfdbd865fceb5e9ac1969976c8f635e21185c06d97a31cac8ca3a4b4697b1d \ + --hash=sha256:92d865b9b60a767a55787540dbf04b3074a7b1a728f24ddbec2bbcf257215625 \ + --hash=sha256:93febe6d69c4dc46a64d16a0b6ed65b523d869f1691ead791eb22ebd8b6725ce \ + --hash=sha256:9a17b5a8e43611bd7eae289de2b8f71679bb386b8d82036f0b36436827308f81 \ + --hash=sha256:9c0cc17ceb915842dfdee7baaccbdcd5b5e3de06977231b8a31704c2ed8532d8 \ + --hash=sha256:a1aa9128aa43d09771e845a1af1fc2a5d5a014ab0bea8bea4b72501662ba601f \ + --hash=sha256:a28a9391b464f9060304d8468a24bff6a2d13bf5801c92fbf8c05907e5fb06f4 \ + --hash=sha256:d7f5e2ea42521c033c4ac0e60685c50a47082715eb57cdaf92b438d9bb44d220 \ + --hash=sha256:e4481849c65d4eeaef89efd589c7690bc51d7535524f278dde9b29012fdf5084 \ + --hash=sha256:ee03a9b8f61192d72374e3785650460ed0c996c7153a8b38140be6e162ac4fb1 # via feast (pyproject.toml) sortedcontainers==2.4.0 \ --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \ @@ -2876,13 +2909,13 @@ sqlalchemy[mypy]==2.0.49 \ --hash=sha256:ec44cfa7ef1a728e88ad41674de50f6db8cfdb3e2af84af86e0041aaf02d43d0 \ --hash=sha256:fb37f15714ec2652d574f021d479e78cd4eb9d04396dca36568fdfffb3487982 # via feast (pyproject.toml) -sqlglot==30.6.0 \ - --hash=sha256:246d34d39927422a50a3fa155f37b2f6346fba85f1a755b13c941eb32ef93361 \ - --hash=sha256:e005fc2f47994f90d7d8df341f1cbe937518497b0b7b1507d4c03c4c9dfd2778 +sqlglot==30.8.0 \ + --hash=sha256:1c5f93fb742dd9aaa75eee6bb33a637794a858b9a86375fac23a2dc0f7bc127e \ + --hash=sha256:af903378c331d5b72277a1b41118f07bc3e50cf4478e2d47eed12c96ee6a22a4 # via ibis-framework -sse-starlette==3.4.1 \ - --hash=sha256:6b43cf21f1d574d582a6e1b0cfbde1c94dc86a32a701a7168c99c4475c6bd1d0 \ - --hash=sha256:f780bebcf6c8997fe514e3bd8e8c648d8284976b391c8bed0bcb1f611632b555 +sse-starlette==3.4.4 \ + --hash=sha256:07e0fa0460138baf25cdd5fb28683472c3995dc1642225191b3832d62526bcb0 \ + --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973 # via mcp starlette==1.0.0 \ --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ @@ -2952,9 +2985,9 @@ tomli==2.4.1 \ --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \ --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049 # via fastapi-mcp -tomlkit==0.14.0 \ - --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680 \ - --hash=sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064 +tomlkit==0.15.0 \ + --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738 \ + --hash=sha256:7d1a9ecba3086638211b13814ea79c90dd54dd11993564376f3aa92271f5c7a3 # via snowflake-connector-python toolz==1.1.0 \ --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8 \ @@ -2969,13 +3002,13 @@ tqdm==4.67.3 \ # via # feast (pyproject.toml) # milvus-lite -trove-classifiers==2026.4.28.13 \ - --hash=sha256:8f4b1eb4e16296b57d612965444f87a83861cc989a0451ac97fe4265ddef03b8 \ - --hash=sha256:c85bb8a53c3de7330d1699b844ed9fb809a602a09ac15dc79ad6d1a509be0676 +trove-classifiers==2026.5.7.17 \ + --hash=sha256:5ec0800de5e2ddbd7c663cb4c0c15328f132dc168813897c18866c5c7b93db33 \ + --hash=sha256:a04a48f8f0a787cb996514d3969ac7608aa3c60cb15d073c1e02801e60533e80 # via hatchling -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typer==0.25.1 \ --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \ @@ -2985,9 +3018,9 @@ types-psutil==7.0.0.20250218 \ --hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \ --hash=sha256:1e642cdafe837b240295b23b1cbd4691d80b08a07d29932143cbbae30eb0db9c # via feast (pyproject.toml) -types-pymysql==1.1.0.20260408 \ - --hash=sha256:b784dc37908479e3767e2d794ab507b3674adb1c686ca3d13fc9e2960dbcb9ec \ - --hash=sha256:da630647eaaa7a926a3907794f4067f269cd245b2c202c74aa3c6a3bd660a9db +types-pymysql==1.1.0.20260518 \ + --hash=sha256:39a2448c4267dc4551e0824d2bfaecf7dfd171e89e6dbba90f4d4d45d55e4342 \ + --hash=sha256:cf697ce4e44124fc859e8e8a7f047c1dc864745c3c628b85a51b3ee01502ef98 # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -3024,89 +3057,87 @@ tzdata==2026.2 \ # via # ibis-framework # pandas -ujson==5.12.0 \ - --hash=sha256:006428d3813b87477d72d306c40c09f898a41b968e57b15a7d88454ecc42a3fb \ - --hash=sha256:02f93da7a4115e24f886b04fd56df1ee8741c2ce4ea491b7ab3152f744ad8f8e \ - --hash=sha256:0727363b05ab05ee737a28f6200dc4078bce6b0508e10bd8aab507995a15df61 \ - --hash=sha256:085b6ce182cdd6657481c7c4003a417e0655c4f6e58b76f26ee18f0ae21db827 \ - --hash=sha256:09b4beff9cc91d445d5818632907b85fb06943b61cb346919ce202668bf6794a \ - --hash=sha256:0a3ae28f0b209be5af50b54ca3e2123a3de3a57d87b75f1e5aa3d7961e041983 \ - --hash=sha256:0d2e8db5ade3736a163906154ca686203acc7d1d30736cbf577c730d13653d84 \ - --hash=sha256:0e00cec383eab2406c9e006bd4edb55d284e94bb943fda558326048178d26961 \ - --hash=sha256:0fe6b8b8968e11dd9b2348bd508f0f57cf49ab3512064b36bc4117328218718e \ - --hash=sha256:0fe9128e75c6aa6e9ae06c1408d6edd9179a2fef0fe6d9cda3166b887eba521d \ - --hash=sha256:14b2e1eb528d77bc0f4c5bd1a7ebc05e02b5b41beefb7e8567c9675b8b13bcf4 \ - --hash=sha256:15d416440148f3e56b9b244fdaf8a09fcf5a72e4944b8e119f5bf60417a2bfc8 \ - --hash=sha256:15e555c4caca42411270b2ed2b2ebc7b3a42bb04138cef6c956e1f1d49709fe2 \ - --hash=sha256:16b4fe9c97dc605f5e1887a9e1224287291e35c56cbc379f8aa44b6b7bcfe2bb \ - --hash=sha256:1b5c6ceb65fecd28a1d20d1eba9dbfa992612b86594e4b6d47bb580d2dd6bcb3 \ - --hash=sha256:1d072a403d82aef8090c6d4f728e3a727dfdba1ad3b7fa3a052c3ecbd37e73cb \ - --hash=sha256:2324d9a0502317ffc35d38e153c1b2fa9610ae03775c9d0f8d0cca7b8572b04e \ - --hash=sha256:2a248750abce1c76fbd11b2e1d88b95401e72819295c3b851ec73399d6849b3d \ - --hash=sha256:2ea6206043385343aff0b7da65cf73677f6f5e50de8f1c879e557f4298cac36a \ - --hash=sha256:31348a0ffbfc815ce78daac569d893349d85a0b57e1cd2cdbba50b7f333784da \ - --hash=sha256:38051f36423f084b909aaadb3b41c9c6a2958e86956ba21a8489636911e87504 \ - --hash=sha256:3c2f947e55d3c7cfe124dd4521ee481516f3007d13c6ad4bf6aeb722e190eb1b \ - --hash=sha256:3ed5cb149892141b1e77ef312924a327f2cc718b34247dae346ed66329e1b8be \ - --hash=sha256:3ff4ede90ed771140caa7e1890de17431763a483c54b3c1f88bd30f0cc1affc0 \ - --hash=sha256:40aa43a7a3a8d2f05e79900858053d697a88a605e3887be178b43acbcd781161 \ - --hash=sha256:42d875388fbd091c7ea01edfff260f839ba303038ffb23475ef392012e4d63dd \ - --hash=sha256:457fabc2700a8e6ddb85bc5a1d30d3345fe0d3ec3ee8161a4e032ec585801dfa \ - --hash=sha256:460e76a4daff214ae33ab959494962c93918cb44714ea3e3f748b14aa37f8a87 \ - --hash=sha256:50524f4f6a1c839714dbaff5386a1afb245d2d5ec8213a01fbc99cea7307811e \ - --hash=sha256:51acc750ec7a2df786cdc868fb16fa04abd6269a01d58cf59bafc57978773d8e \ - --hash=sha256:55ede2a7a051b3b7e71a394978a098d71b3783e6b904702ff45483fad434ae2d \ - --hash=sha256:561f89cc82deeae82e37d4a4764184926fb432f740a9691563a391b13f7339a4 \ - --hash=sha256:56ba3f7abbd6b0bb282a544dc38406d1a188d8bb9164f49fdb9c2fee62cb29da \ - --hash=sha256:57930ac9519099b852e190d2c04b1fb5d97ea128db33bce77ed874eccb4c7f09 \ - --hash=sha256:58a11cb49482f1a095a2bd9a1d81dd7c8fb5d2357f959ece85db4e46a825fd00 \ - --hash=sha256:64df53eef4ac857eb5816a56e2885ccf0d7dff6333c94065c93b39c51063e01d \ - --hash=sha256:6879aed770557f0961b252648d36f6fdaab41079d37a2296b5649fd1b35608e0 \ - --hash=sha256:6ad57654570464eb1b040b5c353dee442608e06cff9102b8fcb105565a44c9ed \ - --hash=sha256:6c0aed6a4439994c9666fb8a5b6c4eac94d4ef6ddc95f9b806a599ef83547e3b \ - --hash=sha256:76bf3e7406cf23a3e1ca6a23fb1fb9ea82f4f6bd226fe226e09146b0194f85dc \ - --hash=sha256:7bbf05c38debc90d1a195b11340cc85cb43ab3e753dc47558a3a84a38cbc72da \ - --hash=sha256:7ddb08b3c2f9213df1f2e3eb2fbea4963d80ec0f8de21f0b59898e34f3b3d96d \ - --hash=sha256:7e07f6f644d2c44d53b7a320a084eef98063651912c1b9449b5f45fcbdc6ccd2 \ - --hash=sha256:85833bca01aa5cae326ac759276dc175c5fa3f7b3733b7d543cf27f2df12d1ef \ - --hash=sha256:8712b61eb1b74a4478cfd1c54f576056199e9f093659334aeb5c4a6b385338e5 \ - --hash=sha256:871c0e5102e47995b0e37e8df7819a894a6c3da0d097545cd1f9f1f7d7079927 \ - --hash=sha256:89e302abd3749f6d6699691747969a5d85f7c73081d5ed7e2624c7bd9721a2ab \ - --hash=sha256:937794042342006f707837f38d721426b11b0774d327a2a45c0bd389eb750a87 \ - --hash=sha256:93bc91fdadcf046da37a214eaa714574e7e9b1913568e93bb09527b2ceb7f759 \ - --hash=sha256:94c5f1621cbcab83c03be46441f090b68b9f307b6c7ec44d4e3f6d5997383df4 \ - --hash=sha256:973b7d7145b1ac553a7466a64afa8b31ec2693d7c7fff6a755059e0a2885dfd2 \ - --hash=sha256:99cc80facad240b0c2fb5a633044420878aac87a8e7c348b9486450cba93f27c \ - --hash=sha256:9a5fcbe7b949f2e95c47ea8a80b410fcdf2da61c98553b45a4ee875580418b68 \ - --hash=sha256:9b3b86ec3e818f3dd3e13a9de628e88a9990f4af68ecb0b12dd3de81227f0a26 \ - --hash=sha256:9b3cf13facf6f77c283af0e1713e5e8c47a0fe295af81326cb3cb4380212e797 \ - --hash=sha256:9c5a52987a990eb1bae55f9000994f1afdb0326c154fb089992f839ab3c30688 \ - --hash=sha256:a2d79c6635ccffcbfc1d5c045874ba36b594589be81d50d43472570bb8de9c57 \ - --hash=sha256:a6ec5bf6bc361f2f0f9644907a36ce527715b488988a8df534120e5c34eeda94 \ - --hash=sha256:a7bf9cc97f05048ac8f3e02cd58f0fe62b901453c24345bfde287f4305dcc31c \ - --hash=sha256:ab9056d94e5db513d9313b34394f3a3b83e6301a581c28ad67773434f3faccab \ - --hash=sha256:adf28d13a33f9d750fe7a78fb481cac298fa257d8863d8727b2ea4455ea41235 \ - --hash=sha256:b62cb9a7501e1f5c9ffe190485501349c33e8862dde4377df774e40b8166871f \ - --hash=sha256:bacbd3c69862478cbe1c7ed4325caedec580d8acf31b8ee1b9a1e02a56295cad \ - --hash=sha256:bb349dbba57c76eec25e5917e07f35aabaf0a33b9e67fc13d188002500106487 \ - --hash=sha256:bd03472c36fa3a386a6deb887113b9e3fa40efba8203eb4fe786d3c0ccc724f6 \ - --hash=sha256:bf85a00ac3b56a1e7a19c5be7b02b5180a0895ac4d3c234d717a55e86960691c \ - --hash=sha256:ca0c7ce828bb76ab78b3991904b477c2fd0f711d7815c252d1ef28ff9450b052 \ - --hash=sha256:ccbfd94e59aad4a2566c71912b55f0547ac1680bfac25eb138e6703eb3dd434e \ - --hash=sha256:d1831c07bd4dce53c4b666fa846c7eba4b7c414f2e641a4585b7f50b72f502dc \ - --hash=sha256:d22cad98c2a10bbf6aa083a8980db6ed90d4285a841c4de892890c2b28286ef9 \ - --hash=sha256:d30ad4359413c8821cc7b3707f7ca38aa8bc852ba3b9c5a759ee2d7740157315 \ - --hash=sha256:e0dd3676ea0837cd70ea1879765e9e9f6be063be0436de9b3ea4b775caf83654 \ - --hash=sha256:e584d0cdd37cac355aca52ed788d1a2d939d6837e2870d3b70e585db24025a50 \ - --hash=sha256:e6369ac293d2cc40d52577e4fa3d75a70c1aae2d01fa3580a34a4e6eff9286b9 \ - --hash=sha256:efae5df7a8cc8bdb1037b0f786b044ce281081441df5418c3a0f0e1f86fe7bb3 \ - --hash=sha256:f19b3af31d02a2e79c5f9a6deaab0fb3c116456aeb9277d11720ad433de6dfc6 \ - --hash=sha256:f7a0430d765f9bda043e6aefaba5944d5f21ec43ff4774417d7e296f61917382 \ - --hash=sha256:fb94245a715b4d6e24689de12772b85329a1f9946cbf6187923a64ecdea39e65 +ujson==5.12.1 \ + --hash=sha256:07f307780f85b49cba93f291718421b6f5f3b627a323b431fad937a18f6587cb \ + --hash=sha256:080bc65ac7c0a6314d45d55b6171d3a48b1aeaf89895654d625b291cfe46309f \ + --hash=sha256:0be2b4f2f547b9f0f3d902640e410e5a2fc851576cbe033c88445a23e3e7aef1 \ + --hash=sha256:10f44bd08ae52ee23ca6e8b472692e5da1768af2d53ff1bad6f40b532e0bc7ee \ + --hash=sha256:12e99e49c62322ed0394c914aff15403ba7ede0b74f05a0faa4ec12c7d17a139 \ + --hash=sha256:191d2077fd53441599a2efd3dcc205b9cc5f3a4d685a76e9f73f4b6c19aee0c9 \ + --hash=sha256:19ea07e29a45d199f926aadf93a9974128438c01b83141fba32477c0ee604b33 \ + --hash=sha256:1a09636220f26c66f80c6c6283023cb53120e843825f890be92696cd1aa43f39 \ + --hash=sha256:1c335caea51c31494e514b82d50763b9792d3960d2c7d9fdb6b6fb8ed50ebdd0 \ + --hash=sha256:251ba8229e19b4b0b3efb5e7e3ddfa67c5c466aa492707bc3f6568bf714604dc \ + --hash=sha256:26dcb43869057373048cbd2678293c5b0f962d5774cc76fc9488564a209bcbf2 \ + --hash=sha256:289f13095764d03734adfa10107da9b530ceb64dc1b02a5f507588d978d5b7df \ + --hash=sha256:29d1d64ed2c3c17666f4f0e15462800f3477255dc53667ad5d099277866c5666 \ + --hash=sha256:2cfbd6b0c677d5d053964b8f98d8bb1af10c591c8c24454bcd40006ac8ba18db \ + --hash=sha256:3a6efff7dc6515416366819de4a1bc449b77107c5b48508b101fd40f7f8bec08 \ + --hash=sha256:3e30fa6bc7156ed709e13f8b52e917db08fbfd611ba61346b62630974ec0ba8e \ + --hash=sha256:427893168d074e59214b0ee058337c57f5bb80175cdd5b4799a9c931aae22022 \ + --hash=sha256:45022aae09ac3d45bda6fbfc631088d1aff9a0465542d40bd6d295ced378c430 \ + --hash=sha256:46315b82505c99101dcab3bd979f15fecfde85c02df7efbb4e428fa357665290 \ + --hash=sha256:485f0182a0c0b54c304061cdc826d8343ce595c4055f7a24e72772a8520e5f7b \ + --hash=sha256:49dd9c378e1c8e676785ff2b62cb490074229f15ab54abf45b623713cb2c36b5 \ + --hash=sha256:4e12ca368b397aed7fa1eec534ea1ba8d94977b376f9df3e93ae1acfd004ec40 \ + --hash=sha256:4ea0c490c702c20495e97345acfcf0c2f3153e658ef537ff111929c48b89e10a \ + --hash=sha256:4f39ba3b65cc637b59731532f7e7c807786bff1d0332ab2d5b96a04d2584d78f \ + --hash=sha256:50d07e79ec70d32b4fbe18ab706ed0b172be08710d5901b9d067d7951bfaa164 \ + --hash=sha256:558673c6c3a2309775683ca96d5f1e4cd99889f71b1ba5cb6be8aa37ae67f9e0 \ + --hash=sha256:5b7e96406c301a1366534479a7352ec40ec68bb327c0c119091635acd5925e35 \ + --hash=sha256:5dc91fa06ea35920b704fd9d70871897680145998071cfbf5ee3e19f2c9fc242 \ + --hash=sha256:66005b49c753a1b9f2f8853919dc58e1e6bd66846ea341a33afa76c6d7602485 \ + --hash=sha256:696224d4cfb8883fa5c0285dff31e5ce924704dd9ccd38e9ea8b5bf4a42b12fc \ + --hash=sha256:6cc6ea753b7303fa5629fa9ac9257ea4b001c4d72583b2bb36ff1855a07db49f \ + --hash=sha256:6d8827904358d7da59ccf2e1fd8de59e78248036d17fecc0462e62c6721f1102 \ + --hash=sha256:6f19e9a407a24230df0cc1ec1c0f5999872ba526b14a780f80ad6479f5eed9bc \ + --hash=sha256:71bdb5d10c6d7e710cfa78e743d9fb79a37c7c66fa916cd287bffbaa520f5abe \ + --hash=sha256:727e983ef27892d86ee2d28fd517eeb02b2c1165aafcbe929dce988aeee81bfe \ + --hash=sha256:757f2026bef09d231d63a2250a2c7ad21ea1c9cb1ded6480659d202c4e2ef09e \ + --hash=sha256:758e5c8fbe4e6d483041e03b307b01fb5d2f2dd4452d4d4b927ab902e188939e \ + --hash=sha256:7642a41520ac1b2bc25ea282b66b8da522cc43424442e6fb5e039be4d4f96530 \ + --hash=sha256:77a71fe53427a0cf49d56eafd801d9f7e203b784b7f99cc717783fd6f6f7b732 \ + --hash=sha256:7957b64583793042521f7f7c71c01626b3d32a17528eaab980eb8cdc3d4eec68 \ + --hash=sha256:7bba5ab7965619db7d6f5503133b8e2d8bfce9bb6754224ca64d19261cc52f7c \ + --hash=sha256:7dc5cf44ea42365cd1b66e6ed3fc6ca040c86587b024a6659b98e99d31cff2cd \ + --hash=sha256:7e31afad20cd6837a5ac6965d95b44b0ff06e42a82b01a8d3dc606a07f0b7a2a \ + --hash=sha256:80f58ae2be100da0f525330ee274accd8892d1c125fea75076f60539d9a5f9cd \ + --hash=sha256:8416bb724db9accfa97bdb77245952494b1800c23e42defd46afb5c661c9af19 \ + --hash=sha256:8aa731138d6dfca4ab84501b72384e6c544bfb48cb87a0dd4d304df3246cac25 \ + --hash=sha256:8b657e870c77aaacdeea86cfad3e6d2ef9b52517e45988c9c367f7ee764fe4dd \ + --hash=sha256:8df5d984ff4ac1ef292d70f30da03417038a7e1e0bc272d28ca9d34f02f41682 \ + --hash=sha256:949cb4863a5d4847edeb47c5364b334e8cadf23a7cbdaa547d86098a4b093106 \ + --hash=sha256:9523d67d45334f9a1d62e423bd72be62b58d2289a50420ffffa9363763eab73f \ + --hash=sha256:963287e4b1bc463735c4056968a2dfa59bb831b6daba68bddd14f451191fe9e5 \ + --hash=sha256:984b5a99d1e0a037c2046c3c4b34cec832565d62d5017be0a035bf3cbfab72dc \ + --hash=sha256:a7a81724d5d90a2da7155d15d8b156ce57eaed7cdd622df813f36a8e612fd4c8 \ + --hash=sha256:b21b4c680594c8686bcd4cdda0fd3ea2567b9d42bcf1d1e3d92d39bcdb02e8f1 \ + --hash=sha256:b22aa0f644516d3d5b29464949e4b23fe784f84b4a1030ab9ac3cb42aaedabb1 \ + --hash=sha256:b2c419bf42ae40963fc27f70c59e24e9a97f5cf168dbce2c572f3c0ce3595912 \ + --hash=sha256:b5db0849c0e3da54822a5834f2dc51d7c51072d7f7d665014ee34600dc10889b \ + --hash=sha256:b6afa86c117b66034004ee83c5149c6dccf7cb88941f9d3a1640c7076577f2d4 \ + --hash=sha256:bca3f04b2f590a8211acdc3ca06649b65a7ed1e999437dccf095310be9d3ba4e \ + --hash=sha256:bdc6b277dcd27663f7fb76b6a5088424c66e0407c23e9884f80cd733f7d71b19 \ + --hash=sha256:c4bdc052a5d097f0a2e56d93aed97355f9f7a62ef9baa4f8517e43245434af9c \ + --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba \ + --hash=sha256:c8e626b6bc9bdd2e8f7393b7d99f3daa2ca4022e6203662e70de7bb3604b21b9 \ + --hash=sha256:cec6b9b539539affc1f01a795c99574592a635ce22331b64f2b42e0af570659e \ + --hash=sha256:d57d731ecf492d3d011e65369f8330654f0875b19f646be5270d478e843d3b81 \ + --hash=sha256:d90d27953716ef206c42f166932b3dbb264dc638bbf32acae81b216ae35f566d \ + --hash=sha256:dc26caebea90425662ef0b979f945f6ac832651881107d6ec9a3c4d4a4ba929c \ + --hash=sha256:e08d9e096c416ddc34519241f97c201258b42639f2012d9547d8ae32921800dd \ + --hash=sha256:e3c9c894971f4ada3ded16a804ed4640e1f2b3e5239beaeec7c48296f39f4232 \ + --hash=sha256:e4b0c9f6a56aa94bb98b403e1f57a866f0b43abaa89757b24d4a4b3cd8643ced \ + --hash=sha256:ea3bed53d2ea8e5642e814a9e41f3e29420a8067874ba03ace8c0462e160490c \ + --hash=sha256:ee83fbac03a0896faf190177c938f94eb610b798d495a19d50997242c4eca685 \ + --hash=sha256:f48ef8a16f1d85bd7982beac7adfd3fb704058631db84c1c61c8a1b7072b1508 \ + --hash=sha256:f6074d3d3267ba1914c624b6e1fa3d8152648ff36b0ab77ddf83b92db488c30d \ + --hash=sha256:f67c5f0d64eba0fbbd6d2d6a79b0c43c5bc06f27564378fd5d716e0d40360068 \ + --hash=sha256:f75caed5b6d1fc271bb720a780c4199914267f7b865f9bf17826c4feccea582c # via pymilvus -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via # botocore # kubernetes @@ -3178,116 +3209,114 @@ vcs-versioning==1.1.1 \ --hash=sha256:b541e2ba79fc6aaa3850f8a7f88af43d97c1c80649c01142ee4146eddbc599e4 \ --hash=sha256:fabd75a3cab7dd8ac02fe24a3a9ba936bf258667b5a62ed468c9a1da0f5775bc # via setuptools-scm -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - --hash=sha256:3bc570d6c01c206c46deb6e935a260be44f186a2f05179f52f7fcd2be086a94d \ - --hash=sha256:3dbd8cbadd46984f802f6d479b7e3afa86c42d13e8f0f322d669d79722c8ec34 \ - --hash=sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49 \ - --hash=sha256:3f53fa183d53a1d7a8852277c92b967ae99c2d4dcee2bfacff8868e6e30b15f7 \ - --hash=sha256:3f6d37644155fb5beca5378feb8c1708d5783145f2a0f1c4d5a061a210254844 \ - --hash=sha256:3f7eb7da0eb23aa2ba036d4f616d46906013a68caf61b7fdbe42fc8b25132e77 \ - 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--hash=sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717 \ + --hash=sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d \ + --hash=sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44 \ + --hash=sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2 \ + --hash=sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b \ + --hash=sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2 \ + --hash=sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22 \ + --hash=sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6 \ + --hash=sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e \ + --hash=sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310 \ + --hash=sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165 \ + --hash=sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5 \ + --hash=sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799 \ + --hash=sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8 \ + --hash=sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7 \ + --hash=sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379 \ + --hash=sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925 \ + --hash=sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72 \ + --hash=sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4 \ + --hash=sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08 \ + --hash=sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4 # via uvicorn websocket-client==1.9.0 \ --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ diff --git a/sdk/python/requirements/py3.12-requirements.txt b/sdk/python/requirements/py3.12-requirements.txt index de90b34c05d..d46a6b09d33 100644 --- a/sdk/python/requirements/py3.12-requirements.txt +++ b/sdk/python/requirements/py3.12-requirements.txt @@ -14,15 +14,50 @@ anyio==4.13.0 \ # 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 + # via mypy attrs==26.1.0 \ --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \ --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32 # via # jsonschema # referencing -bigtree==1.4.0 \ - --hash=sha256:d0d99550ae64ce4529f132602ab875c2ab472c96c942f5704f8c72a17450d3ea \ - --hash=sha256:e5ae2e948168da671d99601c9ed87ab3b48d9d4ea8a98f111e5748e98064c31c +bigtree==1.4.1 \ + --hash=sha256:78bf1fb50c46242012b26b237c652b21a28220b6e66f9f6a07cd059375618040 \ + --hash=sha256:81fffc6c6b92f4038710f5a5d60532deaad31e7ebacb8f527bc7eb1fbd286477 # via feast (pyproject.toml) certifi==2026.4.22 \ --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \ @@ -159,9 +194,9 @@ charset-normalizer==3.4.7 \ --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \ --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464 # via requests -click==8.3.3 \ - --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \ - --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613 +click==8.4.0 \ + --hash=sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81 \ + --hash=sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973 # via # feast (pyproject.toml) # dask @@ -190,9 +225,9 @@ fsspec==2026.4.0 \ --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \ --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4 # via dask -gunicorn==25.3.0 \ - --hash=sha256:cacea387dab08cd6776501621c295a904fe8e3b7aae9a1a3cbb26f4e7ed54660 \ - --hash=sha256:f74e1b2f9f76f6cd1ca01198968bd2dd65830edc24b6e8e4d78de8320e2fe889 +gunicorn==26.0.0 \ + --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \ + --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf # via # feast (pyproject.toml) # uvicorn-worker @@ -245,9 +280,9 @@ httptools==0.7.1 \ --hash=sha256:f65744d7a8bdb4bda5e1fa23e4ba16832860606fcc09d674d56e425e991539ec \ --hash=sha256:f72fdbae2dbc6e68b8239defb48e6a5937b12218e6ffc2c7846cc37befa84362 # via uvicorn -idna==3.13 \ - --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \ - --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3 +idna==3.15 \ + --hash=sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8 \ + --hash=sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc # via # anyio # requests @@ -263,97 +298,97 @@ jsonschema-specifications==2025.9.1 \ --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \ --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d # via jsonschema -librt==0.9.0 \ - --hash=sha256:07cf11f769831186eeac424376e6189f20ace4f7263e2134bdb9757340d84d4d \ - --hash=sha256:0a09c2f5869649101738653a9b7ab70cf045a1105ac66cbb8f4055e61df78f2d \ - --hash=sha256:0a1be03168b2691ba61927e299b352a6315189199ca18a57b733f86cb3cc8d38 \ - --hash=sha256:0b73e4266307e51c95e09c0750b7ec383c561d2e97d58e473f6f6a209952fbb8 \ - --hash=sha256:15cb151e52a044f06e54ac7f7b47adbfc89b5c8e2b63e1175a9d587c43e8942a \ - --hash=sha256:194fc1a32e1e21fe809d38b5faea66cc65eaa00217c8901fbdb99866938adbdb \ - --hash=sha256:1bf465d1e5b0a27713862441f6467b5ab76385f4ecf8f1f3a44f8aa3c695b4b6 \ - --hash=sha256:1c587494461ebd42229d0f1739f3aa34237dd9980623ecf1be8d3bcba79f4499 \ - --hash=sha256:224b9727eb8bc188bc3bcf29d969dba0cd61b01d9bac80c41575520cc4baabb2 \ - --hash=sha256:22a904cbdb678f7cb348c90d543d3c52f581663d687992fee47fd566dcbf5285 \ - --hash=sha256:2b8f5d00b49818f4e2b1667db994488b045835e0ac16fe2f924f3871bd2b8ac5 \ - --hash=sha256:2c3786f0f4490a5cd87f1ed6cefae833ad6b1060d52044ce0434a2e85893afd0 \ - --hash=sha256:2d03fa4fd277a7974c1978c92c374c57f44edeee163d147b477b143446ad1bf6 \ - --hash=sha256:2f8e12706dcb8ff6b3ed57514a19e45c49ad00bcd423e87b2b2e4b5f64578443 \ - --hash=sha256:3be322a15ee5e70b93b7a59cfd074614f22cc8c9ff18bd27f474e79137ea8d3b \ - --hash=sha256:3cc2917258e131ae5f958a4d872e07555b51cb7466a43433218061c74ef33745 \ - --hash=sha256:3f05d145df35dca5056a8bc3838e940efebd893a54b3e19b2dda39ceaa299bcb \ - --hash=sha256:3fe56e80badb66fdcde06bef81bbaa5bfcf6fbd7aefb86222d9e369c38c6b228 \ - --hash=sha256:42ff8a962554c350d4a83cf47d9b7b78b0e6ff7943e87df7cdfc97c07f3c016f \ - --hash=sha256:451daa98463b7695b0a30aa56bf637831ea559e7b8101ac2ef6382e8eb15e29c \ - --hash=sha256:465814ab157986acb9dfa5ccd7df944be5eefc0d08d31ec6e8d88bc71251d845 \ - --hash=sha256:4c4d0440a3a8e31d962340c3e1cc3fc9ee7febd34c8d8f770d06adb947779ea5 \ - --hash=sha256:4e3dda8345307fd7306db0ed0cb109a63a2c85ba780eb9dc2d09b2049a931f9c \ - --hash=sha256:5093043afb226ecfa1400120d1ebd4442b4f99977783e4f4f7248879009b227f \ - --hash=sha256:5112c2fb7c2eefefaeaf5c97fec81343ef44ee86a30dcfaa8223822fba6467b4 \ - --hash=sha256:527b5b820b47a09e09829051452bb0d1dd2122261254e2a6f674d12f1d793d54 \ - --hash=sha256:54d412e47c21b85865676ed0724e37a89e9593c2eee1e7367adf85bfad56ffb1 \ - --hash=sha256:56d65b583cf43b8cf4c8fbe1e1da20fa3076cc32a1149a141507af1062718236 \ - --hash=sha256:5ca8e133d799c948db2ab1afc081c333a825b5540475164726dcbf73537e5c2f \ - --hash=sha256:603138ee838ee1583f1b960b62d5d0007845c5c423feb68e44648b1359014e27 \ - --hash=sha256:63c12efcd160e1d14da11af0c46c0217473e1e0d2ae1acbccc83f561ea4c2a7b \ - --hash=sha256:657f8ba7b9eaaa82759a104137aed2a3ef7bc46ccfd43e0d89b04005b3e0a4cc \ - --hash=sha256:66b58fed90a545328e80d575467244de3741e088c1af928f0b489ebec3ef3858 \ - --hash=sha256:6788207daa0c19955d2b668f3294a368d19f67d9b5f274553fd073c1260cbb9f \ - --hash=sha256:703f4ae36d6240bfe24f542bac784c7e4194ec49c3ba5a994d02891649e2d85b \ - --hash=sha256:7202bdcac47d3a708271c4304a474a8605a4a9a4a709e954bf2d3241140aa938 \ - --hash=sha256:756775d25ec8345b837ab52effee3ad2f3b2dfd6bbee3e3f029c517bd5d8f05a \ - --hash=sha256:78042f6facfd98ecb25e9829c7e37cce23363d9d7c83bc5f72702c5059eb082b \ - --hash=sha256:789fff71757facc0738e8d89e3b84e4f0251c1c975e85e81b152cdaca927cc2d \ - --hash=sha256:7bc30ad339f4e1a01d4917d645e522a0bc0030644d8973f6346397c93ba1503f \ - --hash=sha256:7d429bdd4ac0ab17c8e4a8af0ed2a7440b16eba474909ab357131018fe8c7e71 \ - --hash=sha256:7d5c8a5929ac325729f6119802070b561f4db793dffc45e9ac750992a4ed4d22 \ - --hash=sha256:7e6274fd33fc5b2a14d41c9119629d3ff395849d8bcbc80cf637d9e8d2034da8 \ - --hash=sha256:80b25c7b570a86c03b5da69e665809deb39265476e8e21d96a9328f9762f9990 \ - --hash=sha256:81107843ed1836874b46b310f9b1816abcb89912af627868522461c3b7333c0f \ - --hash=sha256:8494cfc61e03542f2d381e71804990b3931175a29b9278fdb4a5459948778dc2 \ - --hash=sha256:850d6d03177e52700af605fd60db7f37dcb89782049a149674d1a9649c2138fd \ - --hash=sha256:8c6bc1384d9738781cfd41d09ad7f6e8af13cfea2c75ece6bd6d2566cdea2076 \ - --hash=sha256:90904fac73c478f4b83f4ed96c99c8208b75e6f9a8a1910548f69a00f1eaa671 \ - --hash=sha256:90e6d5420fc8a300518d4d2288154ff45005e920425c22cbbfe8330f3f754bd9 \ - --hash=sha256:928bd06eca2c2bbf4349e5b817f837509b0604342e65a502de1d50a7570afd15 \ - --hash=sha256:9b3e3bc363f71bda1639a4ee593cb78f7fbfeacc73411ec0d4c92f00730010a4 \ - --hash=sha256:9edcc35d1cae9fd5320171b1a838c7da8a5c968af31e82ecc3dff30b4be0957f \ - --hash=sha256:9fcb461fbf70654a52a7cc670e606f04449e2374c199b1825f754e16dacfedd8 \ - --hash=sha256:a0951822531e7aee6e0dfb556b30d5ee36bbe234faf60c20a16c01be3530869d \ - --hash=sha256:a361c9434a64d70a7dbb771d1de302c0cc9f13c0bffe1cf7e642152814b35265 \ - --hash=sha256:a4b25c6c25cac5d0d9d6d6da855195b254e0021e513e0249f0e3b444dc6e0e61 \ - --hash=sha256:a5af136bfba820d592f86c67affcef9b3ff4d4360ac3255e341e964489b48519 \ - --hash=sha256:a81eea9b999b985e4bacc650c4312805ea7008fd5e45e1bf221310176a7bcb3a \ - --hash=sha256:a9c63e04d003bc0fb6a03b348018b9a3002f98268200e22cc80f146beac5dc40 \ - --hash=sha256:aa95738a68cedd3a6f5492feddc513e2e166b50602958139e47bbdd82da0f5a7 \ - 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--hash=sha256:e0785c2fb4a81e1aece366aa3e2e039f4a4d7d21aaaded5227d7f3c703427882 \ - --hash=sha256:e306d956cfa027fe041585f02a1602c32bfa6bb8ebea4899d373383295a6c62f \ - --hash=sha256:e78fb7419e07d98c2af4b8567b72b3eaf8cb05caad642e9963465569c8b2d87e \ - --hash=sha256:e9002e98dcb1c0a66723592520decd86238ddcef168b37ff6cfb559200b4b774 \ - --hash=sha256:e94cbc6ad9a6aeea46d775cbb11f361022f778a9cc8cc90af653d3a594b057ce \ - --hash=sha256:eea1b54943475f51698f85fa230c65ccac769f1e603b981be060ac5763d90927 \ - --hash=sha256:f100bfe2acf8a3689af9d0cc660d89f17286c9c795f9f18f7b62dd1a6b247ae6 \ - --hash=sha256:f162af66a2ed3f7d1d161a82ca584efd15acd9c1cff190a373458c32f7d42118 \ - --hash=sha256:f24b90b0e0c8cc9491fb1693ae91fe17cb7963153a1946395acdbdd5818429a4 \ - --hash=sha256:f29b68cd9714531672db62cc54f6e8ff981900f824d13fa0e00749189e13778e \ - --hash=sha256:f38bc489037eca88d6ebefc9c4d41a4e07c8e8b4de5188a9e6d290273ad7ebb1 \ - --hash=sha256:f3fd278f5e6bf7c75ccd6d12344eb686cc020712683363b66f46ac79d37c799f \ - --hash=sha256:f4003f70c56a5addd6aa0897f200dd59afd3bf7bcd5b3cce46dd21f925743bc2 \ - --hash=sha256:f48c963a76d71b9d7927eb817b543d0dccd52ab6648b99d37bd54f4cd475d856 \ - --hash=sha256:f819e0c6413e259a17a7c0d49f97f405abadd3c2a316a3b46c6440b7dbbedbb1 \ - --hash=sha256:fc5758e2b7a56532dc33e3c544d78cbaa9ecf0a0f2a2da2df882c1d6b99a317f \ - --hash=sha256:fcbdf2a9ca24e87bbebb47f1fe34e531ef06f104f98c9ccfc953a3f3344c567a +librt==0.11.0 \ + --hash=sha256:05fb8fb2ab90e21c8d12ea240d744ad514da9baf381ebfa70d91d20d21713175 \ + --hash=sha256:070aa8c26c0a74774317a72df8851facc7f0f012a5b406557ac56992d92e1ec8 \ + --hash=sha256:075dc3ef4458a278e0195cbf6ac9d38808d9b906c5a6c7f7f79c3888276a3fb1 \ + --hash=sha256:0827efe7854718f04aaddf6496e96960a956e676fe1d0f04eb41511fd8ad06d5 \ + --hash=sha256:0add982e0e7b9fc14cf4b33789d5f13f66581889b88c2f58099f6ce8f92617bd \ + --hash=sha256:0cad8a4d6a8ff03c9b76f9414caccd78e7cfbc8a2e12fa334d8e1d9932753783 \ + 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--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 # via mypy locket==1.0.0 \ --hash=sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632 \ @@ -559,129 +594,129 @@ mmh3==5.2.1 \ --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \ --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b # via feast (pyproject.toml) -mypy==1.20.2 \ - --hash=sha256:0c64e5973df366b747646fc98da921f9d6eba9716d57d1db94a83c026a08e0fb \ - --hash=sha256:0deb80d062b2479f2c87ae568f89845afc71d11bc41b04179e58165fd9f31e98 \ - --hash=sha256:1e1c12f6d2db3d78b909b5f77513c11eb7f2dd2782b96a3ab6dffc7d44575c99 \ - --hash=sha256:20175a1c0f49863946ec20b7f63255768058ac4f07d2b9ded6a6b46cfb5a9100 \ - --hash=sha256:29752dbbf8cc53f89f6ac096d363314333045c257c9c75cbd189ca2de0455744 \ - --hash=sha256:2a4102b03bb7481d9a91a6da8d174740c9c8c4401024684b9ca3b7cc5e49852f \ - --hash=sha256:2de3dcea53babc1c3237a19002bc3d228ce1833278f093b8d619e06e7cc79609 \ - --hash=sha256:34397cdced6b90b836e38182076049fdb41424322e0b0728c946b0939ebdf9f6 \ - --hash=sha256:4077797a273e56e8843d001e9dfe4ba10e33323d6ade647ff260e5cd97d9758c \ - --hash=sha256:419413398fe250aae057fd2fe50166b61077083c9b82754c341cf4fd73038f30 \ - --hash=sha256:4b6481b228d072315b053210b01ac320e1be243dc17f9e5887ef167f23f5fae4 \ - --hash=sha256:4dbfcf869f6b0517f70cf0030ba6ea1d6645e132337a7d5204a18d8d5636c02b \ - --hash=sha256:4fef51b01e638974a6e69885687e9bd40c8d1e09a6cd291cca0619625cf1f558 \ - --hash=sha256:52b176444e2e5054dfcbcb8c75b0b719865c96247b37407184bbfca5c353f2c2 \ - --hash=sha256:56908d7e08318d39f85b1f0c6cfd47b0cac1a130da677630dac0de3e0623e102 \ - --hash=sha256:5a65aa591af023864fd08a97da9974e919452cfe19cb146c8a5dc692626445dc \ - --hash=sha256:688c3312e5dadb573a2c69c82af3a298d43ecf9e6d264e0f95df960b5f6ac19c \ - --hash=sha256:6e2b469efd811707bc530fd1effef0f5d6eebcb7fe376affae69025da4b979a2 \ - --hash=sha256:7488448de6007cd5177c6cea0517ac33b4c0f5ee9b5e9f2be51ce75511a85517 \ - --hash=sha256:785b08db19c9f214dc37d65f7c165d19a30fcecb48abfa30f31b01b5acaabb58 \ - --hash=sha256:7b0e817b518bff7facd7f85ea05b643ad8bdcce684cf29784987b0a7c8e1f997 \ - --hash=sha256:803203d2b6ea644982c644895c2f78b28d0e208bba7b27d9b921e0ec5eb207c6 \ - --hash=sha256:89dce27e142d25ffbc154c1819383b69f2e9234dc4ed4766f42e0e8cb264ab5c \ - --hash=sha256:913485a03f1bcf5d279409a9d2b9ed565c151f61c09f29991e5faa14033da4c8 \ - --hash=sha256:97d7b9a485b40f8ca425460e89bf1da2814625b2da627c0dcc6aa46c92631d14 \ - --hash=sha256:9bcb8aa397ff0093c824182fd76a935a9ba7ad097fcbef80ae89bf6c1731d8ec \ - --hash=sha256:9d56a78b646f2e3daa865bc70cd5ec5a46c50045801ca8ff17a0c43abc97e3ee \ - --hash=sha256:a5da6976f20cae27059ea8d0c86e7cef3de720e04c4bb9ee18e3690fdb792066 \ - --hash=sha256:a94c5a76ab46c5e6257c7972b6c8cff0574201ca7dc05647e33e795d78680563 \ - --hash=sha256:a95a9248b0c6fd933a442c03c3b113c3b61320086b88e2c444676d3fd1ca3330 \ - --hash=sha256:baf593f2765fa3a6b1ef95807dbaa3d25b594f6a52adcc506a6b9cb115e1be67 \ - --hash=sha256:bb9c2fa06887e21d6a3a868762acb82aec34e2c6fd0174064f27c93ede68ad15 \ - --hash=sha256:bba9ad231e92a3e424b3e56b65aa17704993425bba97e302c832f9466bb85bac \ - --hash=sha256:c3bae4f855d965b5453784300c12ffc63a548304ac7f99e55d4dc7c898673aa3 \ - --hash=sha256:c566c3a88b6ece59b3d70f65bedef17304f48eb52ff040a6a18214e1917b3254 \ - --hash=sha256:cdecf62abcc4292500d7858aeae87a1f8f1150f4c4dd08fb0b336ee79b2a6df3 \ - --hash=sha256:cf5a4db6dca263010e2c7bff081c89383c72d187ba2cf4c44759aac970e2f0c4 \ - --hash=sha256:d52ad8d78522da1d308789df651ee5379088e77c76cb1994858d40a426b343b9 \ - --hash=sha256:e061b58443f1736f8a37c48978d7ab581636d6ab03e3d4f99e3fa90463bb9382 \ - --hash=sha256:e2877a02380adfcdbc69071a0f74d6e9dbbf593c0dc9d174e1f223ffd5281943 \ - --hash=sha256:e73c07f23009962885c197ccb9b41356a30cc0e5a1d0c2ea8fd8fb1362d7f924 \ - --hash=sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665 \ - --hash=sha256:edfbfca868cdd6bd8d974a60f8a3682f5565d3f5c99b327640cedd24c4264026 \ - --hash=sha256:f376e37f9bf2a946872fc5fd1199c99310748e3c26c7a26683f13f8bdb756cbd +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 # via sqlalchemy mypy-extensions==1.1.0 \ --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 # via mypy -numpy==2.4.4 \ - --hash=sha256:07077278157d02f65c43b1b26a3886bce886f95d20aabd11f87932750dfb14ed \ - --hash=sha256:08f2e31ed5e6f04b118e49821397f12767934cfdd12a1ce86a058f91e004ee50 \ - --hash=sha256:0aec54fd785890ecca25a6003fd9a5aed47ad607bbac5cd64f836ad8666f4959 \ - --hash=sha256:0d35aea54ad1d420c812bfa0385c71cd7cc5bcf7c65fed95fc2cd02fe8c79827 \ - --hash=sha256:0d4e437e295f18ec29bc79daf55e8a47a9113df44d66f702f02a293d93a2d6dd \ - --hash=sha256:0dfd3f9d3adbe2920b68b5cd3d51444e13a10792ec7154cd0a2f6e74d4ab3233 \ - --hash=sha256:1378871da56ca8943c2ba674530924bb8ca40cd228358a3b5f302ad60cf875fc \ - --hash=sha256:15716cfef24d3a9762e3acdf87e27f58dc823d1348f765bbea6bef8c639bfa1b \ - --hash=sha256:19710a9ca9992d7174e9c52f643d4272dcd1558c5f7af7f6f8190f633bd651a7 \ - --hash=sha256:23cbfd4c17357c81021f21540da84ee282b9c8fba38a03b7b9d09ba6b951421e \ - --hash=sha256:2483e4584a1cb3092da4470b38866634bafb223cbcd551ee047633fd2584599a \ - --hash=sha256:27a8d92cd10f1382a67d7cf4db7ce18341b66438bdd9f691d7b0e48d104c2a9d \ - --hash=sha256:28a650663f7314afc3e6ec620f44f333c386aad9f6fc472030865dc0ebb26ee3 \ - --hash=sha256:2aa0613a5177c264ff5921051a5719d20095ea586ca88cc802c5c218d1c67d3e \ - --hash=sha256:2c194dd721e54ecad9ad387c1d35e63dce5c4450c6dc7dd5611283dda239aabb \ - --hash=sha256:2d19e6e2095506d1736b7d80595e0f252d76b89f5e715c35e06e937679ea7d7a \ - --hash=sha256:2d390634c5182175533585cc89f3608a4682ccb173cc9bb940b2881c8d6f8fa0 \ - --hash=sha256:30caa73029a225b2d40d9fae193e008e24b2026b7ee1a867b7ee8d96ca1a448e \ - --hash=sha256:42c16925aa5a02362f986765f9ebabf20de75cdefdca827d14315c568dcab113 \ - --hash=sha256:45dbed2ab436a9e826e302fcdcbe9133f9b0006e5af7168afb8963a6520da103 \ - --hash=sha256:4636de7fd195197b7535f231b5de9e4b36d2c440b6e566d2e4e4746e6af0ca93 \ - --hash=sha256:4a19d9dba1a76618dd86b164d608566f393f8ec6ac7c44f0cc879011c45e65af \ - --hash=sha256:4bbc7f303d125971f60ec0aaad5e12c62d0d2c925f0ab1273debd0e4ba37aba5 \ - --hash=sha256:4d6d57903571f86180eb98f8f0c839fa9ebbfb031356d87f1361be91e433f5b7 \ - --hash=sha256:4e874c976154687c1f71715b034739b45c7711bec81db01914770373d125e392 \ - --hash=sha256:51fc224f7ca4d92656d5a5eb315f12eb5fe2c97a66249aa7b5f562528a3be38c \ - --hash=sha256:58c8b5929fcb8287cbd6f0a3fae19c6e03a5c48402ae792962ac465224a629a4 \ - --hash=sha256:5a285b3b96f951841799528cd1f4f01cd70e7e0204b4abebac9463eecfcf2a40 \ - --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf \ - --hash=sha256:62d6b0f03b694173f9fcb1fb317f7222fd0b0b103e784c6549f5e53a27718c44 \ - --hash=sha256:6a246d5914aa1c820c9443ddcee9c02bec3e203b0c080349533fae17727dfd1b \ - --hash=sha256:6aa3236c78803afbcb255045fbef97a9e25a1f6c9888357d205ddc42f4d6eba5 \ - --hash=sha256:6bbe4eb67390b0a0265a2c25458f6b90a409d5d069f1041e6aff1e27e3d9a79e \ - --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74 \ - --hash=sha256:72944b19f2324114e9dc86a159787333b77874143efcf89a5167ef83cfee8af0 \ - --hash=sha256:81f4a14bee47aec54f883e0cad2d73986640c1590eb9bfaaba7ad17394481e6e \ - --hash=sha256:846300f379b5b12cc769334464656bc882e0735d27d9726568bc932fdc49d5ec \ - --hash=sha256:86b6f55f5a352b48d7fbfd2dbc3d5b780b2d79f4d3c121f33eb6efb22e9a2015 \ - --hash=sha256:874f200b2a981c647340f841730fc3a2b54c9d940566a3c4149099591e2c4c3d \ - --hash=sha256:8a87ec22c87be071b6bdbd27920b129b94f2fc964358ce38f3822635a3e2e03d \ - --hash=sha256:8b3b60bb7cba2c8c81837661c488637eee696f59a877788a396d33150c35d842 \ - --hash=sha256:8e3ed142f2728df44263aaf5fb1f5b0b99f4070c553a0d7f033be65338329150 \ - --hash=sha256:93e15038125dc1e5345d9b5b68aa7f996ec33b98118d18c6ca0d0b7d6198b7e8 \ - --hash=sha256:989824e9faf85f96ec9c7761cd8d29c531ad857bfa1daa930cba85baaecf1a9a \ - --hash=sha256:99d838547ace2c4aace6c4f76e879ddfe02bb58a80c1549928477862b7a6d6ed \ - --hash=sha256:9b2aec6af35c113b05695ebb5749a787acd63cafc83086a05771d1e1cd1e555f \ - --hash=sha256:9c585a1790d5436a5374bac930dad6ed244c046ed91b2b2a3634eb2971d21008 \ - --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e \ - --hash=sha256:ac6b31e35612a26483e20750126d30d0941f949426974cace8e6b5c58a3657b0 \ - --hash=sha256:ad2e2ef14e0b04e544ea2fa0a36463f847f113d314aa02e5b402fdf910ef309e \ - --hash=sha256:b268594bccac7d7cf5844c7732e3f20c50921d94e36d7ec9b79e9857694b1b2f \ - --hash=sha256:b5f0362dc928a6ecd9db58868fca5e48485205e3855957bdedea308f8672ea4a \ - --hash=sha256:ba1f4fc670ed79f876f70082eff4f9583c15fb9a4b89d6188412de4d18ae2f40 \ - --hash=sha256:ba203255017337d39f89bdd58417f03c4426f12beed0440cfd933cb15f8669c7 \ - --hash=sha256:c901b15172510173f5cb310eae652908340f8dede90fff9e3bf6c0d8dfd92f83 \ - --hash=sha256:c9b39d38a9bd2ae1becd7eac1303d031c5c110ad31f2b319c6e7d98b135c934d \ - --hash=sha256:d2a8490669bfe99a233298348acc2d824d496dee0e66e31b66a6022c2ad74a5c \ - --hash=sha256:dddbbd259598d7240b18c9d87c56a9d2fb3b02fe266f49a7c101532e78c1d871 \ - --hash=sha256:df3775294accfdd75f32c74ae39fcba920c9a378a2fc18a12b6820aa8c1fb502 \ - --hash=sha256:e44319a2953c738205bf3354537979eaa3998ed673395b964c1176083dd46252 \ - --hash=sha256:e4a010c27ff6f210ff4c6ef34394cd61470d01014439b192ec22552ee867f2a8 \ - --hash=sha256:e823b8b6edc81e747526f70f71a9c0a07ac4e7ad13020aa736bb7c9d67196115 \ - --hash=sha256:e892aff75639bbef0d2a2cfd55535510df26ff92f63c92cd84ef8d4ba5a5557f \ - --hash=sha256:eea7ac5d2dce4189771cedb559c738a71512768210dc4e4753b107a2048b3d0e \ - --hash=sha256:ef4059d6e5152fa1a39f888e344c73fdc926e1b2dd58c771d67b0acfbf2aa67d \ - --hash=sha256:f169b9a863d34f5d11b8698ead99febeaa17a13ca044961aa8e2662a6c7766a0 \ - --hash=sha256:f2cf083b324a467e1ab358c105f6cad5ea950f50524668a80c486ff1db24e119 \ - --hash=sha256:f8474c4241bc18b750be2abea9d7a9ec84f46ef861dbacf86a4f6e043401f79e \ - --hash=sha256:f983334aea213c99992053ede6168500e5f086ce74fbc4acc3f2b00f5762e9db \ - --hash=sha256:f9e75681b59ddaa5e659898085ae0eaea229d054f2ac0c7e563a62205a700121 \ - 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--hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 # via # feast (pyproject.toml) # dask @@ -759,9 +794,9 @@ pathspec==1.1.1 \ --hash=sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a \ --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189 # via mypy -prometheus-client==0.25.0 \ - --hash=sha256:5e373b75c31afb3c86f1a52fa1ad470c9aace18082d39ec0d2f918d11cc9ba28 \ - --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1 +prometheus-client==0.24.1 \ + --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ + --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 # via feast (pyproject.toml) protobuf==7.34.1 \ --hash=sha256:34b84ce27680df7cca9f231043ada0daa55d0c44a2ddfaa58ec1d0d89d8bf60a \ @@ -850,133 +885,133 @@ pyarrow==24.0.0 \ # via # feast (pyproject.toml) # dask -pydantic==2.13.3 \ - --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \ - --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 # via # feast (pyproject.toml) # fastapi -pydantic-core==2.46.3 \ - --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \ - --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \ - --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \ - --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \ - 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--hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae # via pydantic pygments==2.20.0 \ --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \ @@ -994,9 +1029,9 @@ python-dotenv==1.2.2 \ --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 # via uvicorn -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a +pytz==2026.2 \ + --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \ + --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a # via pandas pyyaml==6.0.3 \ --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \ @@ -1082,9 +1117,9 @@ referencing==0.37.0 \ # via # jsonschema # jsonschema-specifications -requests==2.33.1 \ - --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \ - --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed # via feast (pyproject.toml) rpds-py==0.30.0 \ --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \ @@ -1300,9 +1335,9 @@ tqdm==4.67.3 \ --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \ --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf # via feast (pyproject.toml) -typeguard==4.5.1 \ - --hash=sha256:44d2bf329d49a244110a090b55f5f91aa82d9a9834ebfd30bcc73651e4a8cc40 \ - --hash=sha256:f6f8ecbbc819c9bc749983cc67c02391e16a9b43b8b27f15dc70ed7c4a007274 +typeguard==4.5.2 \ + --hash=sha256:5a16dcac23502039299c97c8941651bc33d7ea8cc4b2f7d6bbb1b528f6eea423 \ + --hash=sha256:fcf9de18bd945cdb4c7b996e12b4c51ce83f92f191314a6d7cf1739586ec98cf # via feast (pyproject.toml) typing-extensions==4.15.0 \ --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ @@ -1328,9 +1363,9 @@ tzdata==2026.2 \ --hash=sha256:9173fde7d80d9018e02a662e168e5a2d04f87c41ea174b139fbef642eda62d10 \ --hash=sha256:bbe9af844f658da81a5f95019480da3a89415801f6cc966806612cc7169bffe7 # via pandas -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 # via requests uvicorn[standard]==0.34.0 \ --hash=sha256:023dc038422502fa28a09c7a30bf2b6991512da7dcdb8fd35fe57cfc154126f4 \ @@ -1393,116 +1428,114 @@ uvloop==0.22.1 \ --hash=sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c \ --hash=sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42 # via uvicorn -watchfiles==1.1.1 \ - --hash=sha256:00485f441d183717038ed2e887a7c868154f216877653121068107b227a2f64c \ - --hash=sha256:03fa0f5237118a0c5e496185cafa92878568b652a2e9a9382a5151b1a0380a43 \ - --hash=sha256:04e78dd0b6352db95507fd8cb46f39d185cf8c74e4cf1e4fbad1d3df96faf510 \ - --hash=sha256:059098c3a429f62fc98e8ec62b982230ef2c8df68c79e826e37b895bc359a9c0 \ - --hash=sha256:08af70fd77eee58549cd69c25055dc344f918d992ff626068242259f98d598a2 \ - --hash=sha256:0b495de0bb386df6a12b18335a0285dda90260f51bdb505503c02bcd1ce27a8b \ - --hash=sha256:130e4876309e8686a5e37dba7d5e9bc77e6ed908266996ca26572437a5271e18 \ - --hash=sha256:14e0b1fe858430fc0251737ef3824c54027bedb8c37c38114488b8e131cf8219 \ - --hash=sha256:17ef139237dfced9da49fb7f2232c86ca9421f666d78c264c7ffca6601d154c3 \ - --hash=sha256:1a0bb430adb19ef49389e1ad368450193a90038b5b752f4ac089ec6942c4dff4 \ - --hash=sha256:1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803 \ - --hash=sha256:28475ddbde92df1874b6c5c8aaeb24ad5be47a11f87cde5a28ef3835932e3e94 \ - --hash=sha256:2edc3553362b1c38d9f06242416a5d8e9fe235c204a4072e988ce2e5bb1f69f6 \ - --hash=sha256:30f7da3fb3f2844259cba4720c3fc7138eb0f7b659c38f3bfa65084c7fc7abce \ - --hash=sha256:311ff15a0bae3714ffb603e6ba6dbfba4065ab60865d15a6ec544133bdb21099 \ - --hash=sha256:319b27255aacd9923b8a276bb14d21a5f7ff82564c744235fc5eae58d95422ae \ - --hash=sha256:35c53bd62a0b885bf653ebf6b700d1bf05debb78ad9292cf2a942b23513dc4c4 \ - --hash=sha256:36193ed342f5b9842edd3532729a2ad55c4160ffcfa3700e0d54be496b70dd43 \ - --hash=sha256:39574d6370c4579d7f5d0ad940ce5b20db0e4117444e39b6d8f99db5676c52fd \ - --hash=sha256:399600947b170270e80134ac854e21b3ccdefa11a9529a3decc1327088180f10 \ - --hash=sha256:3a476189be23c3686bc2f4321dd501cb329c0a0469e77b7b534ee10129ae6374 \ - --hash=sha256:3ad9fe1dae4ab4212d8c91e80b832425e24f421703b5a42ef2e4a1e215aff051 \ - --hash=sha256:3bc570d6c01c206c46deb6e935a260be44f186a2f05179f52f7fcd2be086a94d \ - --hash=sha256:3dbd8cbadd46984f802f6d479b7e3afa86c42d13e8f0f322d669d79722c8ec34 \ - --hash=sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49 \ - --hash=sha256:3f53fa183d53a1d7a8852277c92b967ae99c2d4dcee2bfacff8868e6e30b15f7 \ - --hash=sha256:3f6d37644155fb5beca5378feb8c1708d5783145f2a0f1c4d5a061a210254844 \ - --hash=sha256:3f7eb7da0eb23aa2ba036d4f616d46906013a68caf61b7fdbe42fc8b25132e77 \ - --hash=sha256:3fa0b59c92278b5a7800d3ee7733da9d096d4aabcfabb9a928918bd276ef9b9b \ - --hash=sha256:421e29339983e1bebc281fab40d812742268ad057db4aee8c4d2bce0af43b741 \ - --hash=sha256:4b943d3668d61cfa528eb949577479d3b077fd25fb83c641235437bc0b5bc60e \ - --hash=sha256:526e86aced14a65a5b0ec50827c745597c782ff46b571dbfe46192ab9e0b3c33 \ - --hash=sha256:52e06553899e11e8074503c8e716d574adeeb7e68913115c4b3653c53f9bae42 \ - --hash=sha256:544364b2b51a9b0c7000a4b4b02f90e9423d97fbbf7e06689236443ebcad81ab \ - --hash=sha256:5524298e3827105b61951a29c3512deb9578586abf3a7c5da4a8069df247cccc \ - --hash=sha256:55c7475190662e202c08c6c0f4d9e345a29367438cf8e8037f3155e10a88d5a5 \ - --hash=sha256:563b116874a9a7ce6f96f87cd0b94f7faf92d08d0021e837796f0a14318ef8da \ - 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uvicorn websockets==16.0 \ --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \ diff --git a/sdk/python/tests/integration/online_store/conftest.py b/sdk/python/tests/integration/online_store/conftest.py new file mode 100644 index 00000000000..42b507231dc --- /dev/null +++ b/sdk/python/tests/integration/online_store/conftest.py @@ -0,0 +1,173 @@ +""" +Fixtures for online-store integration tests. +""" + +from typing import Dict + +import pytest +from testcontainers.core.container import DockerContainer +from testcontainers.core.waiting_utils import wait_for_logs + +from tests.universal.feature_repos.universal.online_store_creator import ( + OnlineStoreCreator, +) + + +class _SharedDbDynamoDBOnlineStoreCreator(OnlineStoreCreator): + """DynamoDB Local container started with ``-sharedDb -inMemory``. + + Why ``-sharedDb`` + ----------------- + DynamoDB Local 2.x namespaces tables by the **access key ID** in the + request signature. In CI, the sync ``boto3`` client and the async + ``aiobotocore`` client can resolve credentials from *different* sources + (env vars, credential file, ``credential_process``, container IAM role, + etc.) even after ``monkeypatch.setenv`` has set fake keys—because the + credential chain is evaluated lazily and various caches may hold stale + values. + + When the two clients end up using *different* access keys, the sync + client creates tables in namespace A while the async client queries + namespace B, which is empty → ``ResourceNotFoundException``. + + ``-sharedDb`` collapses all namespaces into a single in-memory database, + making table visibility completely independent of which credentials each + client uses. This is the correct setting for integration tests that want + to verify async read/write behaviour without caring about credential + isolation. + """ + + def __init__(self, project_name: str, **kwargs): + super().__init__(project_name) + self.container = ( + DockerContainer("amazon/dynamodb-local:latest") + .with_exposed_ports("8000") + .with_command("-jar DynamoDBLocal.jar -sharedDb -inMemory") + ) + + def create_online_store(self) -> Dict[str, str]: + self.container.start() + wait_for_logs( + container=self.container, + predicate="Initializing DynamoDB Local with the following configuration:", + timeout=10, + ) + exposed_port = self.container.get_exposed_port("8000") + return { + "type": "dynamodb", + "endpoint_url": f"http://localhost:{exposed_port}", + "region": "us-west-2", + } + + def teardown(self): + self.container.stop() + + +@pytest.fixture +async def dynamodb_local_environment(monkeypatch, worker_id): + """Isolated, self-contained Environment for DynamoDB async tests. + + Root cause of the async credential failures + ------------------------------------------- + DynamoDB Local 2.x isolates tables **per access key ID**. In CI, + ``boto3`` (sync, used to provision tables via ``store.apply()``) and + ``aiobotocore`` (async, used for reads/writes in the test body) may + resolve credentials from *different* sources even when ``monkeypatch`` + has set fake static keys—the credential chain is evaluated lazily and + caches may hold stale values from a real AWS session configured in the + runner environment. + + When the two clients end up using different access key IDs they land in + different DynamoDB Local namespaces: + + * sync client → namespace ``KEY_A`` → tables exist ✓ + * async client → namespace ``KEY_B`` → tables not found → ``ResourceNotFoundException`` + + Fix: ``_SharedDbDynamoDBOnlineStoreCreator`` + -------------------------------------------- + The isolated container is started with ``-sharedDb -inMemory``. In + shared-DB mode DynamoDB Local stores *all* tables in a single namespace + regardless of the access key, so sync and async clients always see the + same tables. + + Why async + ``await fs.initialize()`` before yielding + ----------------------------------------------------- + Calling ``await fs.initialize()`` eagerly creates the ``aiobotocore`` + client inside this fixture's event loop (the *same* loop the test will + run in). This pre-caches: + + 1. ``FeatureStore._provider`` so the identical ``DynamoDBOnlineStore`` + instance is reused for the entire test. + 2. The aiobotocore client, which is now unambiguously pointed at our + isolated container's ``endpoint_url``. + + Yields + ------ + tuple[Environment, TestData] + ``(environment, (entities, datasets, data_sources))`` + """ + from feast.infra.online_stores.dynamodb import DynamoDBOnlineStore + from tests.universal.feature_repos.integration_test_repo_config import ( + IntegrationTestRepoConfig, + ) + from tests.universal.feature_repos.repo_configuration import ( + construct_test_environment, + construct_universal_test_data, + ) + from tests.universal.feature_repos.universal.data_sources.file import ( + FileDataSourceCreator, + ) + + # Set fake static credentials before any boto client is created. + # These are accepted by DynamoDB Local regardless of validity. + monkeypatch.setenv("AWS_ACCESS_KEY_ID", "fakeaccesskey000000") + monkeypatch.setenv( + "AWS_SECRET_ACCESS_KEY", "fakesecretkey0000000000000000000000000000" + ) + monkeypatch.delenv("AWS_SESSION_TOKEN", raising=False) + monkeypatch.delenv("AWS_SECURITY_TOKEN", raising=False) + # Prevent IMDS from injecting real session tokens on EC2-backed runners. + monkeypatch.setenv("AWS_EC2_METADATA_DISABLED", "true") + # Disable the container credentials provider (ECS/EKS IAM roles). + monkeypatch.delenv("AWS_CONTAINER_CREDENTIALS_RELATIVE_URI", raising=False) + monkeypatch.delenv("AWS_CONTAINER_CREDENTIALS_FULL_URI", raising=False) + # Ensure no profile redirects boto to a different credential source. + monkeypatch.delenv("AWS_PROFILE", raising=False) + monkeypatch.delenv("AWS_DEFAULT_PROFILE", raising=False) + + # Reset class-level boto3 client caches so that no stale client from a + # previous test in this worker bleeds into our isolated environment. + DynamoDBOnlineStore._dynamodb_client = None + DynamoDBOnlineStore._dynamodb_resource = None + + config = IntegrationTestRepoConfig( + provider="local", + offline_store_creator=FileDataSourceCreator, + online_store_creator=_SharedDbDynamoDBOnlineStoreCreator, + online_store=None, + ) + + environment = construct_test_environment( + config, + fixture_request=None, + worker_id=worker_id, + ) + environment.setup() + + # FileDataSourceCreator writes only local Parquet files — no AWS calls. + universal_test_data = construct_universal_test_data(environment) + + # Eagerly initialise the aiobotocore client in *this* event loop so it + # is guaranteed to point at our container and is reused throughout the + # test body without lazy-init surprises. + await environment.feature_store.initialize() + + yield environment, universal_test_data + + # Cleanly shut down the async client before the container disappears. + await environment.feature_store.close() + environment.teardown() + + # Flush class-level caches so the next test starts completely fresh. + DynamoDBOnlineStore._dynamodb_client = None + DynamoDBOnlineStore._dynamodb_resource = None diff --git a/sdk/python/tests/integration/online_store/test_push_features_to_online_store.py b/sdk/python/tests/integration/online_store/test_push_features_to_online_store.py index 536864ed97e..55a4eb12adc 100644 --- a/sdk/python/tests/integration/online_store/test_push_features_to_online_store.py +++ b/sdk/python/tests/integration/online_store/test_push_features_to_online_store.py @@ -47,7 +47,7 @@ def test_push_features_and_read(store): @pytest.mark.integration -@pytest.mark.universal_online_stores(only=["dynamodb", "mongodb"]) +@pytest.mark.universal_online_stores(only=["mongodb"]) async def test_push_features_and_read_async(store): await store.push_async("location_stats_push_source", _ingest_df()) @@ -56,3 +56,36 @@ async def test_push_features_and_read_async(store): entity_rows=[{"location_id": 1}], ) assert_response(online_resp) + + +@pytest.mark.asyncio +@pytest.mark.integration +@pytest.mark.universal_online_stores +async def test_push_features_and_read_async_dynamodb(dynamodb_local_environment): + """Async push + async read for DynamoDB with a credential-isolated environment. + + DynamoDB Local 2.x rejects requests that carry an expired AWS session + token. In CI, real (possibly expired) STS credentials exist in the + environment. The shared ``environment`` fixture resolves credentials + before the async client is created, so those bad credentials bleed in. + + This test uses ``dynamodb_local_environment``, which sets dummy + credentials *before* any boto client is instantiated, guaranteeing that + both the sync boto3 table-provisioning client and the async aiobotocore + client start with clean, token-free credentials. + """ + environment, universal_test_data = dynamodb_local_environment + store = environment.feature_store + _, _, data_sources = universal_test_data + + feature_views = construct_universal_feature_views(data_sources) + location_fv = feature_views.pushed_locations + store.apply([location(), location_fv]) + + await store.push_async("location_stats_push_source", _ingest_df()) + + online_resp = await store.get_online_features_async( + features=["pushable_location_stats:temperature"], + entity_rows=[{"location_id": 1}], + ) + assert_response(online_resp) 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 f72ac64586c..109eea454c0 100644 --- a/sdk/python/tests/integration/online_store/test_universal_online.py +++ b/sdk/python/tests/integration/online_store/test_universal_online.py @@ -532,10 +532,19 @@ async def test_async_online_retrieval_with_event_timestamps( @pytest.mark.asyncio @pytest.mark.integration -@pytest.mark.universal_online_stores(only=["dynamodb"]) +@pytest.mark.universal_online_stores async def test_async_online_retrieval_with_event_timestamps_dynamo( - environment, universal_data_sources + dynamodb_local_environment, ): + """Async online retrieval for DynamoDB with a credential-isolated environment. + + Uses ``dynamodb_local_environment`` (its own DynamoDB Local container + + FileDataSourceCreator) so that dummy credentials are set before any boto + client is created. This avoids the expired-STS-token problem that + occurs when aiobotocore lazily resolves credentials from the shared + environment in CI. + """ + environment, universal_data_sources = dynamodb_local_environment await _do_async_retrieval_test(environment, universal_data_sources) diff --git a/sdk/python/tests/integration/test_mlflow_integration.py b/sdk/python/tests/integration/test_mlflow_integration.py new file mode 100644 index 00000000000..1b0d4e26342 --- /dev/null +++ b/sdk/python/tests/integration/test_mlflow_integration.py @@ -0,0 +1,1116 @@ +# 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. + +import json +import os +from datetime import datetime, timedelta + +import numpy as np +import pandas as pd +import pytest + +from feast import Entity, FeatureService, FeatureStore, FeatureView, Field, FileSource +from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig +from feast.repo_config import RepoConfig +from feast.types import Float32, Int64 + +mlflow = pytest.importorskip("mlflow", reason="mlflow is not installed") +from mlflow.tracking import MlflowClient # noqa: E402 + +import feast.mlflow # noqa: E402 +from feast.mlflow_integration import ( # noqa: E402 + FeastMlflowEntityDfError, + FeastMlflowModelResolutionError, + MlflowConfig, +) +from feast.mlflow_integration.config import ( # noqa: E402 + MLFLOW_TAG_TRUNCATION_LIMIT, + resolve_tracking_uri, +) + +# --------------------------------------------------------------------------- +# Fixtures +# --------------------------------------------------------------------------- + + +@pytest.fixture(autouse=True) +def _isolate_mlflow_globals(): + """Reset module-level mlflow caching between tests.""" + feast.mlflow._client = None + feast.mlflow._registered_store = None + yield + + +@pytest.fixture() +def tracking_uri(tmp_path): + uri = str(tmp_path / "mlruns") + mlflow.set_tracking_uri(uri) + mlflow.set_experiment("test_mlflow") + yield uri + mlflow.set_tracking_uri("") + + +@pytest.fixture() +def driver_parquet(tmp_path): + data_dir = tmp_path / "data" + data_dir.mkdir() + + end = datetime.now().replace(microsecond=0, second=0, minute=0) + start = end - timedelta(days=7) + timestamps = pd.date_range(start, end, freq="h") + driver_ids = [1001, 1002, 1003] + + np.random.seed(42) + rows = [ + { + "driver_id": did, + "event_timestamp": ts, + "created": ts, + "conv_rate": float(np.random.uniform(0, 1)), + "acc_rate": float(np.random.uniform(0, 1)), + "avg_daily_trips": int(np.random.randint(1, 100)), + } + for ts in timestamps + for did in driver_ids + ] + df = pd.DataFrame(rows) + path = str(data_dir / "driver_stats.parquet") + df.to_parquet(path) + return tmp_path, path + + +@pytest.fixture() +def feast_objects(driver_parquet): + _, parquet_path = driver_parquet + + driver = Entity(name="driver", join_keys=["driver_id"]) + source = FileSource( + name="driver_stats_source", + path=parquet_path, + timestamp_field="event_timestamp", + created_timestamp_column="created", + ) + fv = FeatureView( + name="driver_hourly_stats", + entities=[driver], + ttl=timedelta(days=7), + schema=[ + Field(name="conv_rate", dtype=Float32), + Field(name="acc_rate", dtype=Float32), + Field(name="avg_daily_trips", dtype=Int64), + ], + online=True, + source=source, + ) + fs = FeatureService(name="driver_activity_v1", features=[fv]) + return driver, source, fv, fs + + +def _make_store( + tmp_path, + tracking_uri, + *, + enabled=True, + auto_log=True, + auto_log_entity_df=True, + entity_df_max_rows=100_000, +): + data_dir = tmp_path / "data" + data_dir.mkdir(exist_ok=True) + + config = RepoConfig( + project="test_mlflow", + provider="local", + registry=str(data_dir / "registry.db"), + online_store=SqliteOnlineStoreConfig(path=str(data_dir / "online.db")), + entity_key_serialization_version=3, + mlflow=MlflowConfig( + enabled=enabled, + tracking_uri=tracking_uri, + auto_log=auto_log, + auto_log_entity_df=auto_log_entity_df, + entity_df_max_rows=entity_df_max_rows, + ), + ) + return FeatureStore(config=config) + + +@pytest.fixture() +def store_enabled(driver_parquet, tracking_uri, feast_objects): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri) + store.apply(list(feast_objects)) + store.materialize( + start_date=datetime.now() - timedelta(days=7), + end_date=datetime.now(), + ) + return store + + +@pytest.fixture() +def entity_df(): + np.random.seed(42) + n = 50 + return pd.DataFrame( + { + "driver_id": np.random.choice([1001, 1002, 1003], n), + "event_timestamp": [ + datetime.now() - timedelta(hours=i % 48) for i in range(n) + ], + "label": np.random.randint(0, 2, n), + } + ) + + +class TestMlflowConfig: + @pytest.mark.integration + def test_defaults(self): + cfg = MlflowConfig() + assert cfg.enabled is False + assert cfg.auto_log is True + assert cfg.auto_log_entity_df is False + assert cfg.entity_df_max_rows == 100_000 + assert cfg.tracking_uri is None + + @pytest.mark.integration + def test_get_tracking_uri_explicit(self): + cfg = MlflowConfig(tracking_uri="http://example.com:5000") + assert cfg.get_tracking_uri() == "http://example.com:5000" + + @pytest.mark.integration + def test_get_tracking_uri_env_fallback(self, monkeypatch): + monkeypatch.setenv("MLFLOW_TRACKING_URI", "http://env-uri:5000") + cfg = MlflowConfig() + assert cfg.get_tracking_uri() == "http://env-uri:5000" + + @pytest.mark.integration + def test_get_tracking_uri_none_when_unset(self, monkeypatch): + monkeypatch.delenv("MLFLOW_TRACKING_URI", raising=False) + cfg = MlflowConfig() + assert cfg.get_tracking_uri() is None + + @pytest.mark.integration + def test_resolve_tracking_uri_priority(self, monkeypatch): + monkeypatch.setenv("MLFLOW_TRACKING_URI", "http://env:5000") + assert resolve_tracking_uri("http://explicit:5000") == "http://explicit:5000" + assert resolve_tracking_uri(None) == "http://env:5000" + monkeypatch.delenv("MLFLOW_TRACKING_URI") + assert resolve_tracking_uri(None) is None + + +class TestLogFeatureRetrieval: + @pytest.mark.integration + def test_logs_all_tags_and_metric(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + refs = [ + "driver_hourly_stats:conv_rate", + "driver_hourly_stats:acc_rate", + "transformed:conv_rate_plus_val1", + ] + + with mlflow.start_run(run_name="test_tags") as run: + result = store_enabled.mlflow.log_feature_retrieval( + feature_refs=refs, + entity_count=200, + duration_seconds=0.1234, + retrieval_type="historical", + feature_service_name="driver_activity_v1", + ) + + assert result is True + data = client.get_run(run.info.run_id) + tags = data.data.tags + + assert tags["feast.project"] == "test_mlflow" + assert tags["feast.retrieval_type"] == "historical" + assert tags["feast.feature_service"] == "driver_activity_v1" + assert tags["feast.entity_count"] == "200" + assert tags["feast.feature_count"] == "3" + assert "driver_hourly_stats" in tags["feast.feature_views"] + assert "transformed" in tags["feast.feature_views"] + assert "driver_hourly_stats:conv_rate" in tags["feast.feature_refs"] + assert data.data.metrics["feast.job_submission_sec"] == 0.1234 + + @pytest.mark.integration + def test_noop_without_active_run(self, store_enabled, tracking_uri): + result = store_enabled.mlflow.log_feature_retrieval( + feature_refs=["fv:feat"], + entity_count=1, + duration_seconds=0.01, + ) + assert result is False + + @pytest.mark.integration + def test_feature_views_sorted_and_deduped(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + refs = ["z_view:f1", "a_view:f2", "z_view:f3", "a_view:f4"] + + with mlflow.start_run() as run: + store_enabled.mlflow.log_feature_retrieval( + feature_refs=refs, + entity_count=1, + duration_seconds=0.01, + ) + + tags = client.get_run(run.info.run_id).data.tags + assert tags["feast.feature_views"] == "a_view,z_view" + + @pytest.mark.integration + def test_truncation_for_long_refs(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + refs = [f"fv:feature_{i:04d}" for i in range(500)] + + with mlflow.start_run() as run: + store_enabled.mlflow.log_feature_retrieval( + feature_refs=refs, + entity_count=1, + duration_seconds=0.01, + ) + + tags = client.get_run(run.info.run_id).data.tags + assert len(tags["feast.feature_refs"]) <= MLFLOW_TAG_TRUNCATION_LIMIT + assert tags["feast.feature_refs"].endswith("...") + + @pytest.mark.integration + def test_no_feature_service_tag_when_none(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run() as run: + store_enabled.mlflow.log_feature_retrieval( + feature_refs=["fv:f1"], + entity_count=1, + duration_seconds=0.01, + feature_service=None, + feature_service_name=None, + ) + + tags = client.get_run(run.info.run_id).data.tags + assert "feast.feature_service" not in tags + + +class TestLogTrainingDataset: + @pytest.mark.integration + def test_logs_dataset_input(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + df = pd.DataFrame({"a": [1, 2], "b": [3, 4]}) + + with mlflow.start_run() as run: + result = store_enabled.mlflow.log_training_dataset( + df, dataset_name="test_ds" + ) + + assert result is True + run_data = client.get_run(run.info.run_id) + assert len(run_data.inputs.dataset_inputs) > 0 + assert run_data.inputs.dataset_inputs[0].dataset.name == "test_ds" + + @pytest.mark.integration + def test_noop_without_active_run(self, store_enabled, tracking_uri): + df = pd.DataFrame({"a": [1]}) + assert store_enabled.mlflow.log_training_dataset(df) is False + + +class TestHistoricalAutoLog: + @pytest.mark.integration + def test_tags_logged_via_feature_service( + self, store_enabled, entity_df, tracking_uri + ): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run(run_name="hist_fs") as run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + data = client.get_run(run.info.run_id) + tags = data.data.tags + + assert tags["feast.project"] == "test_mlflow" + assert tags["feast.retrieval_type"] == "historical" + assert tags["feast.feature_service"] == "driver_activity_v1" + assert "driver_hourly_stats" in tags["feast.feature_views"] + assert tags["feast.entity_count"] == str(len(entity_df)) + assert int(tags["feast.feature_count"]) >= 3 + assert data.data.metrics["feast.job_submission_sec"] >= 0 + + @pytest.mark.integration + def test_tags_logged_via_feature_refs(self, store_enabled, entity_df, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run(run_name="hist_refs") as run: + store_enabled.get_historical_features( + features=[ + "driver_hourly_stats:conv_rate", + "driver_hourly_stats:acc_rate", + ], + entity_df=entity_df, + ).to_df() + + tags = client.get_run(run.info.run_id).data.tags + assert tags["feast.retrieval_type"] == "historical" + assert tags["feast.feature_count"] == "2" + assert "driver_hourly_stats:conv_rate" in tags["feast.feature_refs"] + + @pytest.mark.integration + def test_entity_df_artifact_uploaded(self, store_enabled, entity_df, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run(run_name="hist_artifact") as run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + artifacts = [a.path for a in client.list_artifacts(run.info.run_id)] + assert "entity_df.parquet" in artifacts + + tags = client.get_run(run.info.run_id).data.tags + assert tags["feast.entity_df_rows"] == str(len(entity_df)) + assert "driver_id" in tags["feast.entity_df_columns"] + assert "event_timestamp" in tags["feast.entity_df_columns"] + assert tags["feast.entity_df_type"] == "dataframe" + + @pytest.mark.integration + def test_entity_df_skipped_when_exceeds_max_rows( + self, driver_parquet, tracking_uri, feast_objects + ): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri, entity_df_max_rows=5) + store.apply(list(feast_objects)) + + client = MlflowClient(tracking_uri=tracking_uri) + entity_df = pd.DataFrame( + { + "driver_id": [1001] * 10, + "event_timestamp": [ + datetime.now() - timedelta(hours=i) for i in range(10) + ], + } + ) + + with mlflow.start_run(run_name="hist_skip") as run: + store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + artifacts = [a.path for a in client.list_artifacts(run.info.run_id)] + assert "entity_df.parquet" not in artifacts + tags = client.get_run(run.info.run_id).data.tags + assert tags["feast.entity_df_rows"] == "10" + + @pytest.mark.integration + def test_no_tags_without_active_run(self, store_enabled, entity_df): + result = store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + assert len(result) == len(entity_df) + + +class TestOnlineAutoLog: + @pytest.mark.integration + def test_tags_logged_for_online_retrieval(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run(run_name="online") as run: + store_enabled.get_online_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_rows=[{"driver_id": 1001}, {"driver_id": 1002}], + ) + + data = client.get_run(run.info.run_id) + tags = data.data.tags + + assert tags["feast.retrieval_type"] == "online" + assert tags["feast.feature_service"] == "driver_activity_v1" + assert tags["feast.entity_count"] == "2" + assert int(tags["feast.feature_count"]) >= 3 + assert data.data.metrics["feast.job_submission_sec"] >= 0 + + @pytest.mark.integration + def test_entity_count_for_list_input(self, store_enabled, tracking_uri): + client = MlflowClient(tracking_uri=tracking_uri) + + with mlflow.start_run(run_name="online_list") as run: + store_enabled.get_online_features( + features=["driver_hourly_stats:conv_rate"], + entity_rows=[ + {"driver_id": 1001}, + {"driver_id": 1002}, + {"driver_id": 1003}, + ], + ) + + tags = client.get_run(run.info.run_id).data.tags + assert tags["feast.entity_count"] == "3" + + +class TestDisabledIntegration: + @pytest.mark.integration + def test_disabled_does_not_log( + self, driver_parquet, tracking_uri, feast_objects, entity_df + ): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri, enabled=False) + store.apply(list(feast_objects)) + + client = MlflowClient(tracking_uri=tracking_uri) + with mlflow.start_run(run_name="disabled") as run: + store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + tags = client.get_run(run.info.run_id).data.tags + assert "feast.project" not in tags + assert "feast.feature_service" not in tags + + @pytest.mark.integration + def test_auto_log_false_does_not_log( + self, driver_parquet, tracking_uri, feast_objects, entity_df + ): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri, enabled=True, auto_log=False) + store.apply(list(feast_objects)) + + client = MlflowClient(tracking_uri=tracking_uri) + with mlflow.start_run(run_name="no_auto_log") as run: + store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + tags = client.get_run(run.info.run_id).data.tags + assert "feast.project" not in tags + + @pytest.mark.integration + def test_auto_log_entity_df_false_skips_artifact( + self, driver_parquet, tracking_uri, feast_objects, entity_df + ): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri, auto_log_entity_df=False) + store.apply(list(feast_objects)) + + client = MlflowClient(tracking_uri=tracking_uri) + with mlflow.start_run(run_name="no_entity_df") as run: + store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + run_data = client.get_run(run.info.run_id).data + artifacts = [a.path for a in client.list_artifacts(run.info.run_id)] + assert "entity_df.parquet" not in artifacts + + assert "feast.entity_df_rows" in run_data.tags + assert run_data.tags["feast.entity_df_type"] == "dataframe" + assert run_data.tags["feast.feature_service"] == "driver_activity_v1" + + +class TestEntityDfBuilder: + @pytest.mark.integration + def test_roundtrip_parquet(self, store_enabled, entity_df, tracking_uri): + with mlflow.start_run(run_name="roundtrip") as run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + recovered = store_enabled.mlflow.get_training_entity_df( + run_id=run.info.run_id, + ) + + assert recovered.shape == entity_df.shape + assert set(recovered.columns) == set(entity_df.columns) + assert "event_timestamp" in recovered.columns + + @pytest.mark.integration + def test_max_rows_limits_output(self, store_enabled, entity_df, tracking_uri): + with mlflow.start_run(run_name="max_rows") as run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + recovered = store_enabled.mlflow.get_training_entity_df( + run_id=run.info.run_id, + max_rows=5, + ) + assert len(recovered) == 5 + + @pytest.mark.integration + def test_missing_artifact_raises(self, store_enabled, tracking_uri): + with mlflow.start_run(run_name="empty") as run: + mlflow.log_param("dummy", "value") + + with pytest.raises(FeastMlflowEntityDfError, match="No entity data found"): + store_enabled.mlflow.get_training_entity_df( + run_id=run.info.run_id, + ) + + @pytest.mark.integration + def test_nonexistent_run_raises(self, store_enabled, tracking_uri): + with pytest.raises(FeastMlflowEntityDfError, match="not found"): + store_enabled.mlflow.get_training_entity_df( + run_id="0000000000000000deadbeef00000000", + ) + + @pytest.mark.integration + def test_missing_timestamp_column_raises(self, store_enabled, tracking_uri): + df = pd.DataFrame({"driver_id": [1001], "value": [0.5]}) + with mlflow.start_run(run_name="bad_cols") as run: + import tempfile + + with tempfile.TemporaryDirectory() as tmp_dir: + path = os.path.join(tmp_dir, "entity_df.parquet") + df.to_parquet(path, index=False) + mlflow.log_artifact(path) + + with pytest.raises( + FeastMlflowEntityDfError, match="missing required timestamp" + ): + store_enabled.mlflow.get_training_entity_df( + run_id=run.info.run_id, + ) + + @pytest.mark.integration + def test_custom_timestamp_column(self, store_enabled, tracking_uri): + df = pd.DataFrame( + { + "driver_id": [1001], + "ts": [datetime.now()], + } + ) + with mlflow.start_run(run_name="custom_ts") as run: + import tempfile + + with tempfile.TemporaryDirectory() as tmp_dir: + path = os.path.join(tmp_dir, "entity_df.parquet") + df.to_parquet(path, index=False) + mlflow.log_artifact(path) + + recovered = store_enabled.mlflow.get_training_entity_df( + run_id=run.info.run_id, + timestamp_column="ts", + ) + assert len(recovered) == 1 + assert "ts" in recovered.columns + + +class TestModelResolver: + def _train_and_register(self, store, entity_df, tracking_uri, model_name): + """Train inside an mlflow run, log a model, register it.""" + from sklearn.linear_model import LogisticRegression + + with mlflow.start_run(run_name=f"train_{model_name}") as run: + store.get_historical_features( + features=store.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + model = LogisticRegression() + model.fit([[0, 0], [1, 1]], [0, 1]) + mlflow.sklearn.log_model(model, "model") + + mlflow.register_model(f"runs:/{run.info.run_id}/model", model_name) + return run.info.run_id + + @pytest.mark.integration + def test_resolve_from_run_tags(self, store_enabled, entity_df, tracking_uri): + self._train_and_register( + store_enabled, entity_df, tracking_uri, "test_resolve_run_tags" + ) + + fs_name = store_enabled.mlflow.resolve_features( + model_uri="models:/test_resolve_run_tags/1", + ) + assert fs_name == "driver_activity_v1" + + @pytest.mark.integration + def test_resolve_from_model_version_tag( + self, store_enabled, entity_df, tracking_uri, feast_objects + ): + self._train_and_register( + store_enabled, entity_df, tracking_uri, "test_resolve_mv_tag" + ) + + _, _, fv, _ = feast_objects + override_fs = FeatureService(name="overridden_service", features=[fv]) + store_enabled.apply([override_fs]) + + client = MlflowClient(tracking_uri=tracking_uri) + client.set_model_version_tag( + "test_resolve_mv_tag", "1", "feast.feature_service", "overridden_service" + ) + + fs_name = store_enabled.mlflow.resolve_features( + model_uri="models:/test_resolve_mv_tag/1", + ) + assert fs_name == "overridden_service" + + @pytest.mark.integration + def test_model_version_tag_takes_priority_over_run_tag( + self, store_enabled, entity_df, tracking_uri, feast_objects + ): + self._train_and_register( + store_enabled, entity_df, tracking_uri, "test_priority" + ) + + _, _, fv, _ = feast_objects + override_fs = FeatureService(name="explicit_override", features=[fv]) + store_enabled.apply([override_fs]) + + client = MlflowClient(tracking_uri=tracking_uri) + client.set_model_version_tag( + "test_priority", "1", "feast.feature_service", "explicit_override" + ) + + fs_name = store_enabled.mlflow.resolve_features( + model_uri="models:/test_priority/1", + ) + assert fs_name == "explicit_override" + + @pytest.mark.integration + def test_validates_feature_service_exists( + self, store_enabled, entity_df, tracking_uri + ): + self._train_and_register( + store_enabled, entity_df, tracking_uri, "test_validate_exists" + ) + + client = MlflowClient(tracking_uri=tracking_uri) + client.set_model_version_tag( + "test_validate_exists", + "1", + "feast.feature_service", + "nonexistent_service", + ) + + with pytest.raises( + FeastMlflowModelResolutionError, match="not found in the Feast registry" + ): + store_enabled.mlflow.resolve_features( + model_uri="models:/test_validate_exists/1", + ) + + @pytest.mark.integration + def test_invalid_uri_raises(self, store_enabled, tracking_uri): + with pytest.raises(FeastMlflowModelResolutionError, match="Invalid model_uri"): + store_enabled.mlflow.resolve_features( + model_uri="not-a-valid-uri", + ) + + @pytest.mark.integration + def test_nonexistent_model_raises(self, store_enabled, tracking_uri): + with pytest.raises(FeastMlflowModelResolutionError, match="Could not resolve"): + store_enabled.mlflow.resolve_features( + model_uri="models:/does_not_exist/1", + ) + + @pytest.mark.integration + def test_no_feast_tag_anywhere_raises(self, store_enabled, tracking_uri): + from sklearn.linear_model import LogisticRegression + + mlflow.set_experiment("test_mlflow") + with mlflow.start_run(run_name="no_feast_tags") as run: + model = LogisticRegression() + model.fit([[0], [1]], [0, 1]) + mlflow.sklearn.log_model(model, "model") + + mlflow.register_model(f"runs:/{run.info.run_id}/model", "test_no_feast_tag") + + with pytest.raises( + FeastMlflowModelResolutionError, + match="Could not determine feature service", + ): + store_enabled.mlflow.resolve_features( + model_uri="models:/test_no_feast_tag/1", + ) + + @pytest.mark.integration + def test_feature_mismatch_with_required_features_artifact( + self, store_enabled, entity_df, tracking_uri + ): + from sklearn.linear_model import LogisticRegression + + with mlflow.start_run(run_name="mismatch") as run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + model = LogisticRegression() + model.fit([[0], [1]], [0, 1]) + mlflow.sklearn.log_model(model, "model") + + import tempfile + + with tempfile.TemporaryDirectory() as tmp_dir: + path = os.path.join(tmp_dir, "feast_features.json") + with open(path, "w") as f: + json.dump(["driver_hourly_stats:nonexistent_feature"], f) + mlflow.log_artifact(path) + + mlflow.register_model(f"runs:/{run.info.run_id}/model", "test_mismatch") + + with pytest.raises(FeastMlflowModelResolutionError, match="Feature mismatch"): + store_enabled.mlflow.resolve_features( + model_uri="models:/test_mismatch/1", + ) + + +class TestEndToEnd: + @pytest.mark.integration + def test_full_lifecycle(self, store_enabled, entity_df, tracking_uri): + from sklearn.linear_model import LogisticRegression + + with store_enabled.mlflow.start_run(run_name="e2e_train") as train_run: + training_df = store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + X = training_df[["conv_rate", "acc_rate", "avg_daily_trips"]].fillna(0) + y = entity_df["label"].values[: len(X)] + model = LogisticRegression().fit(X, y) + store_enabled.mlflow.log_model(model, "model") + + store_enabled.mlflow.register_model( + f"runs:/{train_run.info.run_id}/model", "e2e_model" + ) + + fs_name = store_enabled.mlflow.resolve_features( + model_uri="models:/e2e_model/1", + ) + assert fs_name == "driver_activity_v1" + + with store_enabled.mlflow.start_run(run_name="e2e_serve") as serve_run: + store_enabled.get_online_features( + features=store_enabled.get_feature_service(fs_name), + entity_rows=[{"driver_id": 1001}], + ) + + serve_tags = ( + MlflowClient(tracking_uri=tracking_uri) + .get_run(serve_run.info.run_id) + .data.tags + ) + assert serve_tags["feast.retrieval_type"] == "online" + assert serve_tags["feast.feature_service"] == "driver_activity_v1" + + recovered_df = store_enabled.mlflow.get_training_entity_df( + run_id=train_run.info.run_id, + ) + assert recovered_df.shape == entity_df.shape + + with store_enabled.mlflow.start_run(run_name="e2e_reproduce") as repro_run: + store_enabled.get_historical_features( + features=store_enabled.get_feature_service(fs_name), + entity_df=recovered_df, + ).to_df() + + repro_tags = ( + MlflowClient(tracking_uri=tracking_uri) + .get_run(repro_run.info.run_id) + .data.tags + ) + assert repro_tags["feast.feature_service"] == "driver_activity_v1" + assert repro_tags["feast.entity_count"] == str(len(entity_df)) + + +class TestLogApplyTransitionTypes: + """Tests for per-object transition type tags via store.mlflow.""" + + @pytest.mark.integration + def test_transition_tags_created(self, store_enabled, tracking_uri, feast_objects): + driver, source, fv, fs = feast_objects + transition_types = { + fv.name: "CREATE", + fs.name: "CREATE", + driver.name: "CREATE", + } + store_enabled.mlflow.log_apply( + changed_objects=[fv, fs, driver], + transition_types=transition_types, + ) + + client = MlflowClient(tracking_uri=tracking_uri) + exp = client.get_experiment_by_name("test_mlflow-feast-ops") + assert exp is not None + runs = client.search_runs(experiment_ids=[exp.experiment_id]) + assert len(runs) == 1 + + tags = runs[0].data.tags + assert tags["feast.operation"] == "apply" + assert tags["feast.feature_views_created"] == fv.name + assert tags["feast.feature_services_created"] == fs.name + assert tags["feast.entities_created"] == driver.name + assert "feast.feature_views_updated" not in tags + assert "feast.feature_views_deleted" not in tags + + @pytest.mark.integration + def test_transition_tags_mixed(self, store_enabled, tracking_uri, feast_objects): + driver, source, fv, fs = feast_objects + + fv2 = FeatureView( + name="driver_daily_stats", + entities=[driver], + ttl=timedelta(days=1), + schema=[Field(name="conv_rate", dtype=Float32)], + online=True, + source=source, + ) + + transition_types = { + fv.name: "UPDATE", + fv2.name: "CREATE", + fs.name: "DELETE", + } + store_enabled.mlflow.log_apply( + changed_objects=[fv, fv2, fs], + transition_types=transition_types, + ) + + client = MlflowClient(tracking_uri=tracking_uri) + exp = client.get_experiment_by_name("test_mlflow-feast-ops") + runs = client.search_runs(experiment_ids=[exp.experiment_id]) + assert len(runs) == 1 + + tags = runs[0].data.tags + assert fv.name in tags["feast.feature_views_updated"] + assert fv2.name in tags["feast.feature_views_created"] + assert fs.name in tags["feast.feature_services_deleted"] + + @pytest.mark.integration + def test_no_transition_tags_when_none( + self, store_enabled, tracking_uri, feast_objects + ): + _, _, fv, fs = feast_objects + store_enabled.mlflow.log_apply( + changed_objects=[fv, fs], + transition_types=None, + ) + + client = MlflowClient(tracking_uri=tracking_uri) + exp = client.get_experiment_by_name("test_mlflow-feast-ops") + runs = client.search_runs(experiment_ids=[exp.experiment_id]) + assert len(runs) == 1 + + tags = runs[0].data.tags + assert tags["feast.feature_views_changed"] == fv.name + assert "feast.feature_views_created" not in tags + assert "feast.feature_views_updated" not in tags + + @pytest.mark.integration + def test_backward_compatible_changed_tags_still_present( + self, store_enabled, tracking_uri, feast_objects + ): + """Transition tags are additive — the aggregate *_changed tags still appear.""" + driver, _, fv, fs = feast_objects + transition_types = { + fv.name: "CREATE", + fs.name: "UPDATE", + driver.name: "CREATE", + } + store_enabled.mlflow.log_apply( + changed_objects=[fv, fs, driver], + transition_types=transition_types, + ) + + client = MlflowClient(tracking_uri=tracking_uri) + exp = client.get_experiment_by_name("test_mlflow-feast-ops") + runs = client.search_runs(experiment_ids=[exp.experiment_id]) + tags = runs[0].data.tags + + assert tags["feast.feature_views_changed"] == fv.name + assert tags["feast.feature_services_changed"] == fs.name + assert tags["feast.entities_changed"] == driver.name + assert tags["feast.feature_views_created"] == fv.name + assert tags["feast.feature_services_updated"] == fs.name + assert tags["feast.entities_created"] == driver.name + + +class TestFeastMlflowModuleAPI: + """Tests for the ``store.mlflow`` and ``feast.mlflow`` module-level API.""" + + @pytest.mark.integration + def test_store_mlflow_property(self, store_enabled, tracking_uri): + """store.mlflow returns a FeastMlflowClient instance.""" + assert store_enabled.mlflow is not None + assert hasattr(store_enabled.mlflow, "start_run") + assert hasattr(store_enabled.mlflow, "log_model") + assert hasattr(store_enabled.mlflow, "resolve_features") + + @pytest.mark.integration + def test_store_mlflow_none_when_disabled(self, driver_parquet, tracking_uri): + tmp_path, _ = driver_parquet + store = _make_store(tmp_path, tracking_uri, enabled=False) + assert store.mlflow is None + + @pytest.mark.integration + def test_auto_registration_via_feature_store(self, store_enabled, tracking_uri): + """FeatureStore auto-registers with feast.mlflow — no init() needed.""" + client = MlflowClient(tracking_uri=tracking_uri) + + with store_enabled.mlflow.start_run(run_name="auto_reg") as run: + feast.mlflow.log_params({"lr": "0.01"}) + feast.mlflow.log_metrics({"acc": 0.95}) + feast.mlflow.log_metric("loss", 0.05) + assert store_enabled.mlflow.active_run_id == run.info.run_id + + data = client.get_run(run.info.run_id) + assert data.data.params["lr"] == "0.01" + assert data.data.metrics["acc"] == 0.95 + assert data.data.metrics["loss"] == 0.05 + assert data.data.tags.get("feast.project") == "test_mlflow" + + @pytest.mark.integration + def test_explicit_init_overrides_auto_registration( + self, store_enabled, tracking_uri + ): + feast.mlflow.init(store_enabled) + with store_enabled.mlflow.start_run(run_name="explicit_init") as run: + feast.mlflow.log_metric("x", 1.0) + + client = MlflowClient(tracking_uri=tracking_uri) + data = client.get_run(run.info.run_id) + assert data.data.tags.get("feast.project") == "test_mlflow" + + @pytest.mark.integration + def test_getattr_delegates_all_methods(self, store_enabled, tracking_uri): + """All FeastMlflowClient public methods are accessible via store.mlflow.""" + for method_name in [ + "start_run", + "log_model", + "register_model", + "load_model", + "resolve_features", + "get_training_entity_df", + "log_feature_retrieval", + "log_training_dataset", + "log_apply", + "log_materialize", + ]: + attr = getattr(store_enabled.mlflow, method_name) + assert callable(attr), f"{method_name} should be callable" + + @pytest.mark.integration + def test_active_run_id_property(self, store_enabled): + assert store_enabled.mlflow.active_run_id is None + with store_enabled.mlflow.start_run(run_name="prop_test"): + assert store_enabled.mlflow.active_run_id is not None + + @pytest.mark.integration + def test_mlflow_escape_hatch(self, store_enabled): + raw = store_enabled.mlflow.mlflow + assert hasattr(raw, "start_run") + + @pytest.mark.integration + def test_unknown_attr_raises(self, store_enabled): + with pytest.raises(AttributeError): + feast.mlflow.nonexistent_method + + @pytest.mark.integration + def test_log_model_and_register(self, store_enabled, entity_df, tracking_uri): + from sklearn.linear_model import LogisticRegression + + with store_enabled.mlflow.start_run(run_name="mod_train"): + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + + model = LogisticRegression().fit([[0, 0], [1, 1]], [0, 1]) + store_enabled.mlflow.log_model(model, "model") + train_run_id = store_enabled.mlflow.active_run_id + + mv = store_enabled.mlflow.register_model( + f"runs:/{train_run_id}/model", "mod_test_model" + ) + assert mv.version is not None + + client = MlflowClient(tracking_uri=tracking_uri) + mv_info = client.get_model_version("mod_test_model", mv.version) + assert mv_info.tags.get("feast.feature_service") == "driver_activity_v1" + + @pytest.mark.integration + def test_load_model_tags_prediction_run( + self, store_enabled, entity_df, tracking_uri + ): + from sklearn.linear_model import LogisticRegression + + with store_enabled.mlflow.start_run(run_name="mod_train_load"): + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + model = LogisticRegression().fit([[0, 0], [1, 1]], [0, 1]) + store_enabled.mlflow.log_model(model, "model") + train_run_id = store_enabled.mlflow.active_run_id + + store_enabled.mlflow.register_model( + f"runs:/{train_run_id}/model", "mod_load_test" + ) + + with store_enabled.mlflow.start_run(run_name="mod_predict") as pred_run: + store_enabled.mlflow.load_model("models:/mod_load_test/1") + + client = MlflowClient(tracking_uri=tracking_uri) + tags = client.get_run(pred_run.info.run_id).data.tags + assert tags.get("feast.training_run_id") == train_run_id + assert tags.get("feast.model_name") == "mod_load_test" + + @pytest.mark.integration + def test_resolve_features_and_get_training_entity_df( + self, store_enabled, entity_df, tracking_uri + ): + from sklearn.linear_model import LogisticRegression + + with store_enabled.mlflow.start_run(run_name="mod_resolve"): + store_enabled.get_historical_features( + features=store_enabled.get_feature_service("driver_activity_v1"), + entity_df=entity_df, + ).to_df() + model = LogisticRegression().fit([[0, 0], [1, 1]], [0, 1]) + store_enabled.mlflow.log_model(model, "model") + train_run_id = store_enabled.mlflow.active_run_id + + store_enabled.mlflow.register_model( + f"runs:/{train_run_id}/model", "mod_resolve_model" + ) + + fs_name = store_enabled.mlflow.resolve_features("models:/mod_resolve_model/1") + assert fs_name == "driver_activity_v1" + + recovered = store_enabled.mlflow.get_training_entity_df(train_run_id) + assert recovered.shape == entity_df.shape + + @pytest.mark.integration + def test_no_active_run_returns_none(self, store_enabled): + assert store_enabled.mlflow.active_run_id is None + + @pytest.mark.integration + def test_error_when_mlflow_disabled(self, driver_parquet, tracking_uri): + """feast.mlflow raises RuntimeError when mlflow is not enabled.""" + tmp_path, _ = driver_parquet + feast.mlflow._client = None + feast.mlflow._registered_store = None + + disabled_store = _make_store(tmp_path, tracking_uri, enabled=False) + feast.mlflow.init(disabled_store) + + with pytest.raises(RuntimeError, match="not enabled"): + feast.mlflow.start_run(run_name="should_fail") 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 3e6cb5e7e3d..04eacb6cb9b 100644 --- a/sdk/python/tests/unit/api/test_api_rest_registry.py +++ b/sdk/python/tests/unit/api/test_api_rest_registry.py @@ -2002,6 +2002,127 @@ def test_all_endpoints_return_404_for_invalid_objects(fastapi_test_app): assert data["error_type"] == "FeastObjectNotFoundException" +def test_apply_and_delete_entity_via_rest(fastapi_test_app): + """Test POST /entities and DELETE /entities/{name} endpoints.""" + # Apply a new entity + response = fastapi_test_app.post( + "/entities", + json={ + "name": "driver_id", + "project": "demo_project", + "join_key": "driver_id", + "value_type": 2, + "description": "Driver entity", + "owner": "ml-team", + }, + ) + assert response.status_code == 201 + data = response.json() + assert data["name"] == "driver_id" + assert data["status"] == "applied" + + # Verify it exists + response = fastapi_test_app.get("/entities/driver_id?project=demo_project") + assert response.status_code == 200 + assert response.json()["spec"]["name"] == "driver_id" + + # Delete it + response = fastapi_test_app.delete("/entities/driver_id?project=demo_project") + assert response.status_code == 200 + data = response.json() + assert data["name"] == "driver_id" + assert data["status"] == "deleted" + + # Verify it's gone + response = fastapi_test_app.get("/entities/driver_id?project=demo_project") + assert response.status_code == 404 + + +def test_apply_and_delete_data_source_via_rest(fastapi_test_app): + """Test POST /data_sources and DELETE /data_sources/{name} endpoints.""" + # Apply a new file data source + response = fastapi_test_app.post( + "/data_sources", + json={ + "name": "test_file_source", + "project": "demo_project", + "type": 1, + "timestamp_field": "event_timestamp", + "description": "Test file source", + "file_options": {"uri": "s3://bucket/path/data.parquet"}, + }, + ) + assert response.status_code == 201 + data = response.json() + assert data["name"] == "test_file_source" + assert data["status"] == "applied" + + # Verify it exists + response = fastapi_test_app.get( + "/data_sources/test_file_source?project=demo_project" + ) + assert response.status_code == 200 + assert response.json()["name"] == "test_file_source" + + # Delete it + response = fastapi_test_app.delete( + "/data_sources/test_file_source?project=demo_project" + ) + assert response.status_code == 200 + data = response.json() + assert data["name"] == "test_file_source" + assert data["status"] == "deleted" + + # Verify it's gone + response = fastapi_test_app.get( + "/data_sources/test_file_source?project=demo_project" + ) + assert response.status_code == 404 + + +def test_apply_and_delete_feature_view_via_rest(fastapi_test_app): + """Test POST /feature_views and DELETE /feature_views/{name} endpoints.""" + # Apply a new feature view (no batch_source: a bare DataSourceProto with only a + # name but no type is rejected by the registry's source-type validation) + response = fastapi_test_app.post( + "/feature_views", + json={ + "name": "driver_stats", + "project": "demo_project", + "entities": ["user_id"], + "features": [ + {"name": "trip_count", "value_type": 2}, + {"name": "avg_rating", "value_type": 4}, + ], + "ttl_seconds": 86400, + "online": True, + "description": "Driver statistics feature view", + }, + ) + assert response.status_code == 201 + data = response.json() + assert data["name"] == "driver_stats" + assert data["status"] == "applied" + + # Verify it exists + response = fastapi_test_app.get("/feature_views/driver_stats?project=demo_project") + assert response.status_code == 200 + assert response.json()["spec"]["name"] == "driver_stats" + + # Delete it + response = fastapi_test_app.delete( + "/feature_views/driver_stats?project=demo_project" + ) + assert response.status_code == 200 + data = response.json() + assert data["name"] == "driver_stats" + assert data["status"] == "deleted" + + # Verify it's gone + response = fastapi_test_app.get("/feature_views/driver_stats?project=demo_project") + assert response.status_code == 404 + + 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( diff --git a/sdk/python/tests/unit/infra/compute_engines/local/test_nodes.py b/sdk/python/tests/unit/infra/compute_engines/local/test_nodes.py index 897211b374e..872dd978c9e 100644 --- a/sdk/python/tests/unit/infra/compute_engines/local/test_nodes.py +++ b/sdk/python/tests/unit/infra/compute_engines/local/test_nodes.py @@ -186,6 +186,122 @@ def test_local_dedup_node(): assert set(df_result["entity_id"]) == {1, 2} +def test_local_dedup_node_with_field_mapping_on_join_key(): + """Regression test for materialization failure when a join key has a field mapping. + + The source-read node renames columns via field_mapping (e.g. ``USERID`` -> ``user_id``) + before passing the table to downstream nodes. Without mapping ``column_info.join_keys`` + the dedup node would look up the pre-mapping name and raise ``KeyError(['USERID'])``. + + See https://github.com/feast-dev/feast/issues/5942. + """ + # Simulate a source-read node output: columns already renamed to the mapped names. + df = pd.DataFrame( + { + "user_id": [1, 1, 2], + "value": [100, 200, 300], + "event_timestamp": [ + now - timedelta(seconds=1), + now, + now, + ], + } + ) + + context = create_context( + node_outputs={"source": ArrowTableValue(pa.Table.from_pandas(df))} + ) + + node = LocalDedupNode( + name="dedup", + backend=backend, + column_info=ColumnInfo( + # The raw join key matches the source column name; field_mapping maps + # it to the user-facing name that the source-read node has already + # renamed the column to. + join_keys=["USERID"], + feature_cols=["value"], + ts_col="EVENT_TIMESTAMP", + created_ts_col=None, + field_mapping={"USERID": "user_id", "EVENT_TIMESTAMP": "event_timestamp"}, + ), + ) + node.add_input(MagicMock()) + node.inputs[0].name = "source" + + result = node.execute(context) + + df_result = result.data.to_pandas() + assert df_result.shape[0] == 2 + assert set(df_result["user_id"]) == {1, 2} + + +def test_local_join_node_with_field_mapping_on_join_key(): + """Regression test for materialization failure when a join key has a field mapping. + + The source-read node renames columns via field_mapping (e.g. ``USERID`` -> ``user_id``) + before passing the table to downstream nodes. Without mapping ``column_info.join_keys`` + the join node would call ``backend.join(..., on=["USERID"], ...)`` and raise + ``KeyError(['USERID'])`` because the columns have already been renamed. + + See https://github.com/feast-dev/feast/issues/5942. + """ + # Simulate two source-read node outputs: columns already renamed to the mapped names. + left_df = pd.DataFrame( + { + "user_id": [1, 2], + "value": [10, 20], + "event_timestamp": [now, now], + } + ) + right_df = pd.DataFrame( + { + "user_id": [1, 2], + "other_value": [100, 200], + "event_timestamp": [now, now], + } + ) + + context = create_context( + node_outputs={ + "left": ArrowTableValue(pa.Table.from_pandas(left_df)), + "right": ArrowTableValue(pa.Table.from_pandas(right_df)), + } + ) + # Bypass the trailing entity_df join — this test exercises the input-table + # join path that consumed the raw (unmapped) join keys before the fix. + context.entity_df = None + + join_node = LocalJoinNode( + name="join", + backend=backend, + column_info=ColumnInfo( + # Raw join key matches the source column name; field_mapping maps it + # to the user-facing name that the source-read node has already + # renamed the column to. + join_keys=["USERID"], + feature_cols=["value", "other_value"], + ts_col="EVENT_TIMESTAMP", + created_ts_col=None, + field_mapping={"USERID": "user_id", "EVENT_TIMESTAMP": "event_timestamp"}, + ), + ) + left_input = MagicMock() + left_input.name = "left" + right_input = MagicMock() + right_input.name = "right" + join_node.add_input(left_input) + join_node.add_input(right_input) + + result = join_node.execute(context) + + df_result = result.data.to_pandas() + assert df_result.shape[0] == 2 + assert set(df_result["user_id"]) == {1, 2} + assert "value" in df_result.columns + assert "other_value" in df_result.columns + + def test_local_transformation_node(): context = create_context( node_outputs={"source": ArrowTableValue(pa.Table.from_pandas(sample_df))} 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 b23372d9eab..7fe0fa3d99a 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 @@ -258,3 +258,68 @@ def test_add_mcp_support_if_enabled_transport_not_supported_fails(self, mock_add with self.assertRaises(McpTransportNotSupportedError): _add_mcp_support_if_enabled(mock_app, mock_store) + + +class TestRestRegistryServerMCP(unittest.TestCase): + """Test MCP integration in RestRegistryServer.""" + + @patch("fastapi_mcp.FastApiMCP") + @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 + ): + """Test that MCP is mounted on RestRegistryServer when registry.mcp.enabled is True.""" + from feast.api.registry.rest.rest_registry_server import RestRegistryServer + + mock_store = Mock() + mock_store.config.registry.mcp = SimpleNamespace(enabled=True) + mock_store.config.auth_config.type = "no_auth" + mock_store.registry = Mock() + mock_store.project = "test_project" + + mock_mcp_instance = Mock() + 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() + + @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): + """Test that MCP is not mounted when registry.mcp.enabled is False.""" + from feast.api.registry.rest.rest_registry_server import RestRegistryServer + + mock_store = Mock() + mock_store.config.registry.mcp = SimpleNamespace(enabled=False) + mock_store.config.auth_config.type = "no_auth" + mock_store.registry = Mock() + mock_store.project = "test_project" + + with patch("fastapi_mcp.FastApiMCP") as mock_fast_api_mcp: + RestRegistryServer(mock_store) + mock_fast_api_mcp.assert_not_called() + + @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): + """Test that MCP is not mounted when registry.mcp is None.""" + from feast.api.registry.rest.rest_registry_server import RestRegistryServer + + mock_store = Mock() + mock_store.config.registry.mcp = None + mock_store.config.auth_config.type = "no_auth" + mock_store.registry = Mock() + mock_store.project = "test_project" + + with patch("fastapi_mcp.FastApiMCP") as mock_fast_api_mcp: + RestRegistryServer(mock_store) + mock_fast_api_mcp.assert_not_called() diff --git a/sdk/python/tests/unit/infra/offline_stores/contrib/spark_offline_store/test_spark_bfv_compute_on_read.py b/sdk/python/tests/unit/infra/offline_stores/contrib/spark_offline_store/test_spark_bfv_compute_on_read.py index 0bcc282ae83..130583a13b1 100644 --- a/sdk/python/tests/unit/infra/offline_stores/contrib/spark_offline_store/test_spark_bfv_compute_on_read.py +++ b/sdk/python/tests/unit/infra/offline_stores/contrib/spark_offline_store/test_spark_bfv_compute_on_read.py @@ -52,6 +52,7 @@ def base_query_context(): min_event_timestamp="2023-01-01T00:00:00", max_event_timestamp="2024-01-01T00:00:00", date_partition_column=None, + timestamp_field_type=None, ) diff --git a/sdk/python/tests/unit/infra/offline_stores/test_bigquery.py b/sdk/python/tests/unit/infra/offline_stores/test_bigquery.py index 969a9679971..132339e1034 100644 --- a/sdk/python/tests/unit/infra/offline_stores/test_bigquery.py +++ b/sdk/python/tests/unit/infra/offline_stores/test_bigquery.py @@ -154,6 +154,117 @@ def test_pull_all_from_table_or_query_partition_pruning(mock_get_bigquery_client assert "partition_date <= '2021-01-02'" in actual_query +@patch("feast.infra.offline_stores.bigquery._get_bigquery_client") +def test_pull_latest_date_type_timestamp_field(mock_get_bigquery_client): + mock_get_bigquery_client.return_value = Mock() + test_repo_config = RepoConfig( + registry="gs://ml-test/repo/registry.db", + project="test", + provider="gcp", + online_store=SqliteOnlineStoreConfig(type="sqlite"), + offline_store=BigQueryOfflineStoreConfig(type="bigquery", dataset="feast"), + ) + test_data_source = BigQuerySource( + table="project:dataset.table", + timestamp_field="event_date", + timestamp_field_type="DATE", + ) + retrieval_job = BigQueryOfflineStore.pull_latest_from_table_or_query( + config=test_repo_config, + data_source=test_data_source, + join_key_columns=["driver_id"], + feature_name_columns=["feature1"], + timestamp_field="event_date", + created_timestamp_column=None, + start_date=datetime(2021, 1, 1, tzinfo=timezone.utc), + end_date=datetime(2021, 1, 2, tzinfo=timezone.utc), + ) + actual_query = retrieval_job.to_sql() + assert ( + "event_date BETWEEN DATE('2021-01-01') AND DATE('2021-01-02')" in actual_query + ) + assert "TIMESTAMP(" not in actual_query + + +@patch("feast.infra.offline_stores.bigquery._get_bigquery_client") +def test_pull_all_date_type_timestamp_field(mock_get_bigquery_client): + mock_get_bigquery_client.return_value = Mock() + test_repo_config = RepoConfig( + registry="gs://ml-test/repo/registry.db", + project="test", + provider="gcp", + online_store=SqliteOnlineStoreConfig(type="sqlite"), + offline_store=BigQueryOfflineStoreConfig(type="bigquery", dataset="feast"), + ) + test_data_source = BigQuerySource( + table="project:dataset.table", + timestamp_field="event_date", + timestamp_field_type="DATE", + ) + retrieval_job = BigQueryOfflineStore.pull_all_from_table_or_query( + config=test_repo_config, + data_source=test_data_source, + join_key_columns=["driver_id"], + feature_name_columns=["feature1"], + timestamp_field="event_date", + start_date=datetime(2021, 1, 1, tzinfo=timezone.utc), + end_date=datetime(2021, 1, 2, tzinfo=timezone.utc), + ) + actual_query = retrieval_job.to_sql() + assert ( + "event_date BETWEEN DATE('2021-01-01') AND DATE('2021-01-02')" in actual_query + ) + assert "TIMESTAMP(" not in actual_query + + +@patch("feast.infra.offline_stores.bigquery._get_bigquery_client") +def test_pull_latest_date_type_with_partition_column(mock_get_bigquery_client): + mock_get_bigquery_client.return_value = Mock() + test_repo_config = RepoConfig( + registry="gs://ml-test/repo/registry.db", + project="test", + provider="gcp", + online_store=SqliteOnlineStoreConfig(type="sqlite"), + offline_store=BigQueryOfflineStoreConfig(type="bigquery", dataset="feast"), + ) + test_data_source = BigQuerySource( + table="project:dataset.table", + timestamp_field="event_date", + timestamp_field_type="DATE", + date_partition_column="_PARTITIONDATE", + ) + retrieval_job = BigQueryOfflineStore.pull_latest_from_table_or_query( + config=test_repo_config, + data_source=test_data_source, + join_key_columns=["driver_id"], + feature_name_columns=["feature1"], + timestamp_field="event_date", + created_timestamp_column=None, + start_date=datetime(2021, 1, 1, tzinfo=timezone.utc), + end_date=datetime(2021, 1, 2, tzinfo=timezone.utc), + ) + actual_query = retrieval_job.to_sql() + assert "DATE('2021-01-01')" in actual_query + assert "DATE('2021-01-02')" in actual_query + assert "_PARTITIONDATE >= '2021-01-01'" in actual_query + assert "_PARTITIONDATE <= '2021-01-02'" in actual_query + + +def test_bigquery_source_date_type_proto_roundtrip(): + source = BigQuerySource( + table="project:dataset.table", + timestamp_field="event_date", + timestamp_field_type="DATE", + date_partition_column="_PARTITIONDATE", + ) + proto = source.to_proto() + restored = BigQuerySource.from_proto(proto) + assert restored.timestamp_field_type == "DATE" + assert restored.date_partition_column == "_PARTITIONDATE" + assert restored.timestamp_field == "event_date" + assert source == restored + + class TestBigQuerySourceGetTableQueryString: def test_table_only(self): source = BigQuerySource( @@ -200,3 +311,64 @@ def test_table_property_unaffected_by_query_priority(self): timestamp_field="ts", ) assert source.table == "project.dataset.write_target" + + +class TestOfflineWriteBatch: + @patch("feast.infra.offline_stores.bigquery._get_bigquery_client") + def test_offline_write_batch_enables_list_inference(self, mock_get_client): + """LoadJobConfig must set parquet_options.enable_list_inference = True + so that BigQuery correctly interprets PyArrow list columns from parquet. + """ + from unittest.mock import MagicMock + + source = BigQuerySource( + name="test", + table="project.dataset.table", + timestamp_field="ts", + ) + fv = MagicMock() + fv.batch_source = source + + pa_schema = pyarrow.schema( + [ + pyarrow.field("entity_id", pyarrow.string()), + pyarrow.field("tags", pyarrow.list_(pyarrow.string())), + pyarrow.field("ts", pyarrow.timestamp("us", tz="UTC")), + ] + ) + pa_table = pyarrow.table( + { + "entity_id": ["e1"], + "tags": [["a", "b"]], + "ts": [datetime(2024, 1, 1, tzinfo=timezone.utc)], + }, + schema=pa_schema, + ) + + mock_client = MagicMock() + mock_get_client.return_value = mock_client + mock_client.load_table_from_file.return_value = MagicMock() + + config = RepoConfig( + registry="gs://test/registry.db", + project="test", + provider="gcp", + offline_store=BigQueryOfflineStoreConfig(project_id="test-project"), + online_store=SqliteOnlineStoreConfig(), + ) + + with patch( + "feast.infra.offline_stores.offline_utils.get_pyarrow_schema_from_batch_source", + return_value=(pa_schema, pa_table.column_names), + ): + BigQueryOfflineStore.offline_write_batch( + config=config, + feature_view=fv, + table=pa_table, + progress=None, + ) + + call_kwargs = mock_client.load_table_from_file.call_args + job_config = call_kwargs[1]["job_config"] + assert job_config.parquet_options is not None + assert job_config.parquet_options.enable_list_inference is True 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 7e5558e19d7..ddd73af53c6 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 @@ -1050,3 +1050,107 @@ def tracking_client(*args, **kwargs): f"Expected 1 shared client for thread-safety, " f"got {len(set(dynamodb_clients))} unique clients" ) + + +@mock_dynamodb +def test_dynamodb_online_store_online_read_with_requested_features( + repo_config, dynamodb_online_store +): + """Test that requested_features filters returned features.""" + n_samples = 5 + db_table_name = f"{TABLE_NAME}_requested_features" + create_test_table(PROJECT, db_table_name, REGION) + data = create_n_customer_test_samples(n=n_samples) + insert_data_test_table(data, PROJECT, db_table_name, REGION) + + entity_keys, features, *rest = zip(*data) + returned_items = dynamodb_online_store.online_read( + config=repo_config, + table=MockFeatureView(name=db_table_name), + entity_keys=entity_keys, + requested_features=["name", "age"], + ) + assert len(returned_items) == n_samples + for _, feat_dict in returned_items: + assert feat_dict is not None + assert "name" in feat_dict + assert "age" in feat_dict + assert "avg_orders_day" not in feat_dict + + +@mock_dynamodb +def test_dynamodb_online_store_online_read_without_requested_features( + repo_config, dynamodb_online_store +): + """Test that omitting requested_features returns all features.""" + n_samples = 5 + db_table_name = f"{TABLE_NAME}_all_features" + create_test_table(PROJECT, db_table_name, REGION) + data = create_n_customer_test_samples(n=n_samples) + insert_data_test_table(data, PROJECT, db_table_name, REGION) + + entity_keys, features, *rest = zip(*data) + returned_items = dynamodb_online_store.online_read( + config=repo_config, + table=MockFeatureView(name=db_table_name), + entity_keys=entity_keys, + requested_features=None, + ) + assert len(returned_items) == n_samples + for _, feat_dict in returned_items: + assert feat_dict is not None + assert set(feat_dict.keys()) == {"avg_orders_day", "name", "age"} + + +def test_build_projection_expression(): + """Test that _build_projection_expression generates correct DynamoDB expressions.""" + result = DynamoDBOnlineStore._build_projection_expression(["feat_a", "feat_b"]) + assert result is not None + assert "#entity_id" in result["ProjectionExpression"] + assert "#event_ts" in result["ProjectionExpression"] + assert "#vals.#feat0" in result["ProjectionExpression"] + assert "#vals.#feat1" in result["ProjectionExpression"] + attr_names = result["ExpressionAttributeNames"] + assert attr_names["#vals"] == "values" + assert attr_names["#feat0"] == "feat_a" + assert attr_names["#feat1"] == "feat_b" + + +def test_build_projection_expression_none(): + """Test that _build_projection_expression returns None for empty input.""" + assert DynamoDBOnlineStore._build_projection_expression(None) is None + assert DynamoDBOnlineStore._build_projection_expression([]) is None + + +@mock_dynamodb +def test_dynamodb_online_store_online_read_requested_features_parallel( + dynamodb_online_store, +): + """Test that requested_features works across parallel batches.""" + small_batch_config = RepoConfig( + registry=REGISTRY, + project=PROJECT, + provider=PROVIDER, + online_store=DynamoDBOnlineStoreConfig(region=REGION, batch_size=5), + offline_store=DaskOfflineStoreConfig(), + entity_key_serialization_version=3, + ) + n_samples = 15 + db_table_name = f"{TABLE_NAME}_requested_parallel" + create_test_table(PROJECT, db_table_name, REGION) + data = create_n_customer_test_samples(n=n_samples) + insert_data_test_table(data, PROJECT, db_table_name, REGION) + + entity_keys, features, *rest = zip(*data) + returned_items = dynamodb_online_store.online_read( + config=small_batch_config, + table=MockFeatureView(name=db_table_name), + entity_keys=entity_keys, + requested_features=["age"], + ) + assert len(returned_items) == n_samples + for _, feat_dict in returned_items: + assert feat_dict is not None + assert "age" in feat_dict + assert "name" not in feat_dict + assert "avg_orders_day" not in feat_dict 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 b9b5dd3e97e..68eb28c4c11 100644 --- a/sdk/python/tests/unit/infra/online_store/test_redis.py +++ b/sdk/python/tests/unit/infra/online_store/test_redis.py @@ -468,7 +468,7 @@ async def _run(): config, feature_view, data, progress=None ) - asyncio.get_event_loop().run_until_complete(_run()) + asyncio.run(_run()) assert mock_async_client.pipeline.call_count == 1 async_pipe.hmget.assert_not_called() diff --git a/sdk/python/tests/unit/infra/registry/test_file_registry.py b/sdk/python/tests/unit/infra/registry/test_file_registry.py new file mode 100644 index 00000000000..07b443e7eaa --- /dev/null +++ b/sdk/python/tests/unit/infra/registry/test_file_registry.py @@ -0,0 +1,95 @@ +import tempfile +from datetime import timedelta + +import pytest + +from feast import Field +from feast.data_source import PushSource +from feast.entity import Entity +from feast.errors import ConflictingFeatureViewNames +from feast.feature_view import FeatureView +from feast.infra.offline_stores.file_source import FileSource +from feast.infra.registry.registry import Registry +from feast.repo_config import RegistryConfig +from feast.stream_feature_view import StreamFeatureView +from feast.types import Float32 +from feast.value_type import ValueType + + +@pytest.fixture +def file_registry(): + fd, registry_path = tempfile.mkstemp() + config = RegistryConfig(path=registry_path) + registry = Registry("test_project", config, None) + yield registry + registry.teardown() + + +def _make_sources(): + file_source = FileSource( + path="driver_stats.parquet", + timestamp_field="event_timestamp", + created_timestamp_column="created", + ) + push_source = PushSource(name="driver_push", batch_source=file_source) + return file_source, push_source + + +def test_same_project_name_conflict_batch_vs_stream(file_registry): + """A FeatureView and StreamFeatureView with the same name in the same project must raise ConflictingFeatureViewNames.""" + entity = Entity(name="driver", value_type=ValueType.STRING, join_keys=["driver_id"]) + file_registry.apply_entity(entity, "test_project") + + file_source, push_source = _make_sources() + + batch_view = FeatureView( + name="driver_activity", + entities=[entity], + ttl=timedelta(days=1), + schema=[Field(name="conv_rate", dtype=Float32)], + source=file_source, + ) + file_registry.apply_feature_view(batch_view, "test_project") + + stream_view = StreamFeatureView( + name="driver_activity", + source=push_source, + entities=[entity], + schema=[Field(name="conv_rate", dtype=Float32)], + timestamp_field="event_timestamp", + ) + with pytest.raises(ConflictingFeatureViewNames): + file_registry.apply_feature_view(stream_view, "test_project") + + +def test_cross_project_name_does_not_conflict_batch_vs_stream(file_registry): + """A FeatureView in project_a and a StreamFeatureView with the same name in project_b + must not raise ConflictingFeatureViewNames. + + Before the fix, _existing_feature_view_names_to_fvs scanned all projects, + so the type mismatch between the two projects triggered a spurious error. + """ + entity = Entity(name="driver", value_type=ValueType.STRING, join_keys=["driver_id"]) + file_registry.apply_entity(entity, "project_a") + file_registry.apply_entity(entity, "project_b") + + file_source, push_source = _make_sources() + + batch_view = FeatureView( + name="driver_activity", + entities=[entity], + ttl=timedelta(days=1), + schema=[Field(name="conv_rate", dtype=Float32)], + source=file_source, + ) + file_registry.apply_feature_view(batch_view, "project_a") + + stream_view = StreamFeatureView( + name="driver_activity", + source=push_source, + entities=[entity], + schema=[Field(name="conv_rate", dtype=Float32)], + timestamp_field="event_timestamp", + ) + # Must not raise — same name, different project, different type. + file_registry.apply_feature_view(stream_view, "project_b") 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 5f144adbaf4..1a3ec92a4a6 100644 --- a/sdk/python/tests/unit/infra/registry/test_sql_registry.py +++ b/sdk/python/tests/unit/infra/registry/test_sql_registry.py @@ -12,9 +12,12 @@ # See the License for the specific language governing permissions and # limitations under the License. +import sys import tempfile +import types from datetime import timedelta +import dill import pytest from feast import Field @@ -23,7 +26,11 @@ from feast.errors import ConflictingFeatureViewNames from feast.feature_view import FeatureView from feast.infra.offline_stores.file_source import FileSource -from feast.infra.registry.sql import SqlRegistry, SqlRegistryConfig +from feast.infra.registry.sql import SqlRegistry, SqlRegistryConfig, feature_views +from feast.protos.feast.core.Transformation_pb2 import ( + FeatureTransformationV2, + UserDefinedFunctionV2, +) from feast.stream_feature_view import StreamFeatureView from feast.types import Float32 from feast.value_type import ValueType @@ -44,6 +51,13 @@ def sqlite_registry(): registry.teardown() +@pytest.fixture +def shared_sqlite_db_path(): + """Return a shared SQLite DB path for cross-project tests.""" + fd, path = tempfile.mkstemp() + yield path + + def test_sql_registry(sqlite_registry): """ Test the SQL registry @@ -105,3 +119,104 @@ def test_feature_view_name_conflict_between_stream_and_batch(sqlite_registry): with pytest.raises(ConflictingFeatureViewNames): sqlite_registry.apply_feature_view(stream_view, "test_project") + + +def _serialize_udf_referencing_module(module_name: str) -> bytes: + """Create a dill-serialized UDF that references a fake module. + + The function is defined inside a temporary module so that dill records + a dependency on that module. After serialization, the module is removed + from sys.modules so that deserializing the bytes will raise + ModuleNotFoundError. + """ + mod = types.ModuleType(module_name) + mod.__package__ = module_name + sys.modules[module_name] = mod + exec("def _udf(x): return x", mod.__dict__) + udf_bytes = dill.dumps(mod._udf) + del sys.modules[module_name] + return udf_bytes + + +def test_shared_registry_cross_project_udf_does_not_crash(shared_sqlite_db_path): + """Initializing a SqlRegistry must not crash when another project in the + same database has a feature view whose UDF references a module that is + not installed in the current environment. + + Before the fix, proto() called from_proto() on every feature view across + all projects, triggering dill.loads() which raised ModuleNotFoundError. + """ + db_url = f"sqlite:///{shared_sqlite_db_path}" + config = SqlRegistryConfig( + registry_type="sql", path=db_url, purge_feast_metadata=False + ) + + registry_a = SqlRegistry(config, "project_a", None) + + entity = Entity(name="driver", join_keys=["driver_id"]) + registry_a.apply_entity(entity, "project_a") + + file_source = FileSource( + path="driver_stats.parquet", + timestamp_field="event_timestamp", + created_timestamp_column="created", + ) + fv = FeatureView( + name="driver_features", + entities=[entity], + ttl=timedelta(days=1), + schema=[Field(name="conv_rate", dtype=Float32)], + source=file_source, + ) + registry_a.apply_feature_view(fv, "project_a") + + # Inject a UDF body that references a non-existent module directly into + # the DB, simulating a feature view from another project that uses a + # module not available in this environment. + fake_udf_bytes = _serialize_udf_referencing_module("nonexistent_project_module") + + fv_proto = fv.to_proto() + fv_proto.spec.project = "project_a" + fv_proto.spec.feature_transformation.CopyFrom( + FeatureTransformationV2( + user_defined_function=UserDefinedFunctionV2( + name="fake_udf", + body=fake_udf_bytes, + body_text="def _udf(x): return x", + mode="python", + ) + ) + ) + with registry_a.write_engine.begin() as conn: + from sqlalchemy import update + + stmt = ( + update(feature_views) + .where( + feature_views.c.feature_view_name == "driver_features", + feature_views.c.project_id == "project_a", + ) + .values(feature_view_proto=fv_proto.SerializeToString()) + ) + conn.execute(stmt) + + # Creating a new SqlRegistry for project_b against the same DB should + # NOT crash even though project_a has a UDF referencing an unavailable + # module. proto() should read raw protos without deserializing UDFs. + registry_b = SqlRegistry(config, "project_b", None) + + entity_b = Entity(name="customer", join_keys=["customer_id"]) + registry_b.apply_entity(entity_b, "project_b") + retrieved = registry_b.get_entity("customer", "project_b") + assert retrieved.name == "customer" + + # Verify project_a's data is still accessible in the cached proto + proto = registry_b.proto() + project_names = [p.spec.name for p in proto.projects] + assert "project_a" in project_names + assert "project_b" in project_names + + fv_names = [fv.spec.name for fv in proto.feature_views] + assert "driver_features" in fv_names + + registry_a.teardown() diff --git a/sdk/python/tests/unit/test_demos.py b/sdk/python/tests/unit/test_demos.py new file mode 100644 index 00000000000..52d61b353a2 --- /dev/null +++ b/sdk/python/tests/unit/test_demos.py @@ -0,0 +1,360 @@ +"""Unit tests for feast.demos — demo notebook generation.""" + +import json +import pathlib +import textwrap + +import pytest + +from feast.demos import ( + _extract_store_info, + _find_feature_store_yamls, + _is_operator_client, + copy_demo_notebooks, +) + +# --------------------------------------------------------------------------- +# Helpers +# --------------------------------------------------------------------------- + +_LOCAL_YAML = textwrap.dedent("""\ + project: local_proj + provider: local + registry: + path: data/registry.db + registry_type: file + offline_store: + type: file + online_store: + type: sqlite + path: data/online_store.db + entity_key_serialization_version: 3 +""") + +_OPERATOR_YAML = textwrap.dedent("""\ + project: remote_proj + provider: local + offline_store: + host: feast-offline.svc.cluster.local + port: 80 + type: remote + online_store: + path: http://feast-online.svc.cluster.local:80 + type: remote + registry: + path: feast-registry.svc.cluster.local:80 + registry_type: remote + auth: + type: oidc + entity_key_serialization_version: 3 +""") + +_VECTOR_YAML = textwrap.dedent("""\ + project: vec_proj + provider: local + registry: + path: data/registry.db + registry_type: file + offline_store: + type: file + online_store: + type: pgvector + vector_enabled: true + embedding_dim: 512 + entity_key_serialization_version: 3 +""") + + +def _write(tmp_path: pathlib.Path, rel: str, content: str) -> pathlib.Path: + p = tmp_path / rel + p.parent.mkdir(parents=True, exist_ok=True) + p.write_text(content) + return p + + +def _sections(nb: dict) -> list[str]: + """Return the first line of every markdown cell that starts with #.""" + return [ + "".join(cell["source"]).splitlines()[0] + for cell in nb["cells"] + if cell["cell_type"] == "markdown" and "".join(cell["source"]).startswith("#") + ] + + +# --------------------------------------------------------------------------- +# _extract_store_info +# --------------------------------------------------------------------------- + + +class TestExtractStoreInfo: + def test_local_defaults(self): + info = _extract_store_info({}) + assert info["project"] == "my_feast_project" + assert info["provider"] == "local" + assert info["online_store_type"] == "sqlite" + assert info["offline_store_type"] == "file" + assert info["registry_type"] == "file" + assert info["auth_type"] == "no_auth" + assert info["vector_enabled"] is False + assert info["embedding_dim"] is None + + def test_operator_client_yaml(self): + config = { + "project": "sample", + "provider": "local", + "offline_store": {"type": "remote", "host": "h", "port": 80}, + "online_store": {"type": "remote", "path": "http://h:80"}, + "registry": {"registry_type": "remote", "path": "h:80"}, + "auth": {"type": "oidc"}, + } + info = _extract_store_info(config) + assert info["registry_type"] == "remote" + assert info["online_store_type"] == "remote" + assert info["offline_store_type"] == "remote" + assert info["auth_type"] == "oidc" + + def test_registry_type_key_takes_priority_over_type(self): + config = {"registry": {"registry_type": "remote", "type": "file"}} + info = _extract_store_info(config) + assert info["registry_type"] == "remote" + + def test_registry_type_fallback_to_type(self): + config = {"registry": {"type": "snowflake"}} + info = _extract_store_info(config) + assert info["registry_type"] == "snowflake" + + def test_string_registry_path_stays_file(self): + info = _extract_store_info({"registry": "data/registry.db"}) + assert info["registry_type"] == "file" + + def test_vector_enabled(self): + config = { + "online_store": { + "type": "pgvector", + "vector_enabled": True, + "embedding_dim": 512, + } + } + info = _extract_store_info(config) + assert info["vector_enabled"] is True + assert info["embedding_dim"] == 512 + + def test_online_store_as_string(self): + info = _extract_store_info({"online_store": "Redis"}) + assert info["online_store_type"] == "redis" + + def test_offline_store_as_string(self): + info = _extract_store_info({"offline_store": "BigQuery"}) + assert info["offline_store_type"] == "bigquery" + + +# --------------------------------------------------------------------------- +# _is_operator_client +# --------------------------------------------------------------------------- + + +class TestIsOperatorClient: + def _info(self, registry="remote", online="remote", offline="remote"): + return { + "registry_type": registry, + "online_store_type": online, + "offline_store_type": offline, + } + + def test_all_remote_is_operator(self): + assert _is_operator_client(self._info()) is True + + def test_local_registry_not_operator(self): + assert _is_operator_client(self._info(registry="file")) is False + + def test_local_online_not_operator(self): + assert _is_operator_client(self._info(online="sqlite")) is False + + def test_local_offline_not_operator(self): + assert _is_operator_client(self._info(offline="file")) is False + + +# --------------------------------------------------------------------------- +# _find_feature_store_yamls +# --------------------------------------------------------------------------- + + +class TestFindFeatureStoreYamls: + def test_direct(self, tmp_path): + _write(tmp_path, "feature_store.yaml", "project: p") + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 1 + assert found[0].name == "feature_store.yaml" + + def test_feast_config_root(self, tmp_path): + _write(tmp_path, "feast-config/feature_store.yaml", "project: p") + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 1 + + def test_feast_config_multiple_files(self, tmp_path): + _write(tmp_path, "feast-config/rag.yaml", "project: rag") + _write(tmp_path, "feast-config/rec.yml", "project: rec") + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 2 + + def test_feast_config_any_extension(self, tmp_path): + _write(tmp_path, "feast-config/project_a.yaml", "project: a") + _write(tmp_path, "feast-config/project_b", "project: b") + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 2 + + def test_feast_config_ignores_directories(self, tmp_path): + _write(tmp_path, "feast-config/valid.yaml", "project: p") + (tmp_path / "feast-config" / "subdir").mkdir() + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 1 + + def test_multiple_sources(self, tmp_path): + _write(tmp_path, "feature_store.yaml", "project: root") + _write(tmp_path, "feast-config/a.yaml", "project: a") + _write(tmp_path, "feast-config/b", "project: b") + found = _find_feature_store_yamls(tmp_path) + assert len(found) == 3 + + def test_no_yaml_returns_empty(self, tmp_path): + assert _find_feature_store_yamls(tmp_path) == [] + + +# --------------------------------------------------------------------------- +# copy_demo_notebooks — file generation +# --------------------------------------------------------------------------- + + +class TestCopyDemoNotebooks: + def test_generates_notebooks(self, tmp_path): + _write(tmp_path, "feature_store.yaml", _LOCAL_YAML) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + + assert (out / "local_proj" / "01_feature_store_overview.ipynb").exists() + assert (out / "local_proj" / "02_historical_features_training.ipynb").exists() + assert (out / "local_proj" / "03_online_features_serving.ipynb").exists() + + def test_valid_notebook_json(self, tmp_path): + _write(tmp_path, "feature_store.yaml", _LOCAL_YAML) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + + nb = json.loads( + (out / "local_proj" / "01_feature_store_overview.ipynb").read_text() + ) + assert nb["nbformat"] == 4 + assert isinstance(nb["cells"], list) + + def test_raises_if_output_exists(self, tmp_path): + _write(tmp_path, "feature_store.yaml", _LOCAL_YAML) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + + with pytest.raises(FileExistsError): + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + + def test_overwrite_flag(self, tmp_path): + _write(tmp_path, "feature_store.yaml", _LOCAL_YAML) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + copy_demo_notebooks( + output_dir=str(out), repo_path=str(tmp_path), overwrite=True + ) + + def test_no_yaml_returns_without_creating_output(self, tmp_path): + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + assert not out.exists() + + def test_multiple_projects(self, tmp_path): + _write( + tmp_path, + "feast-config/proj_a.yaml", + "project: proj_a\nprovider: local\n", + ) + _write( + tmp_path, + "feast-config/proj_b.yaml", + "project: proj_b\nprovider: local\n", + ) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + assert (out / "proj_a").is_dir() + assert (out / "proj_b").is_dir() + + +# --------------------------------------------------------------------------- +# Notebook content — section headings +# --------------------------------------------------------------------------- + + +class TestNotebookContent: + def _notebooks(self, tmp_path, yaml_content): + _write(tmp_path, "feature_store.yaml", yaml_content) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + project = _extract_store_info(__import__("yaml").safe_load(yaml_content))[ + "project" + ] + return { + name: json.loads((out / project / name).read_text()) + for name in [ + "01_feature_store_overview.ipynb", + "02_historical_features_training.ipynb", + "03_online_features_serving.ipynb", + ] + } + + def test_local_overview_has_apply_section(self, tmp_path): + nbs = self._notebooks(tmp_path, _LOCAL_YAML) + sections = _sections(nbs["01_feature_store_overview.ipynb"]) + assert any("Apply Feature Definitions" in s for s in sections) + + def test_remote_overview_has_registry_sync(self, tmp_path): + nbs = self._notebooks(tmp_path, _OPERATOR_YAML) + sections = _sections(nbs["01_feature_store_overview.ipynb"]) + assert any("Registry Sync" in s for s in sections) + + def test_historical_no_apply_section(self, tmp_path): + nbs = self._notebooks(tmp_path, _LOCAL_YAML) + sections = _sections(nbs["02_historical_features_training.ipynb"]) + assert not any("Apply" in s for s in sections) + + def test_online_no_apply_section(self, tmp_path): + nbs = self._notebooks(tmp_path, _LOCAL_YAML) + sections = _sections(nbs["03_online_features_serving.ipynb"]) + assert not any("Apply" in s for s in sections) + + def test_vector_notebook_has_vector_section(self, tmp_path): + nbs = self._notebooks(tmp_path, _VECTOR_YAML) + sections = _sections(nbs["03_online_features_serving.ipynb"]) + assert any("Vector" in s for s in sections) + + def test_non_vector_notebook_no_vector_section(self, tmp_path): + nbs = self._notebooks(tmp_path, _LOCAL_YAML) + sections = _sections(nbs["03_online_features_serving.ipynb"]) + assert not any("Vector" in s for s in sections) + + def test_auth_section_present_for_oidc(self, tmp_path): + nbs = self._notebooks(tmp_path, _OPERATOR_YAML) + sections = _sections(nbs["03_online_features_serving.ipynb"]) + assert any("Authentication" in s for s in sections) + + def test_auth_section_absent_for_no_auth(self, tmp_path): + nbs = self._notebooks(tmp_path, _LOCAL_YAML) + sections = _sections(nbs["03_online_features_serving.ipynb"]) + assert not any("Authentication" in s for s in sections) + + def test_path_setup_cell_contains_yaml_path(self, tmp_path): + _write(tmp_path, "feature_store.yaml", _LOCAL_YAML) + out = tmp_path / "out" + copy_demo_notebooks(output_dir=str(out), repo_path=str(tmp_path)) + nb = json.loads( + (out / "local_proj" / "01_feature_store_overview.ipynb").read_text() + ) + code_sources = [ + "".join(c["source"]) for c in nb["cells"] if c["cell_type"] == "code" + ] + yaml_path = str((tmp_path / "feature_store.yaml").resolve()) + assert any(yaml_path in src for src in code_sources) diff --git a/sdk/python/tests/unit/test_feature_view_state.py b/sdk/python/tests/unit/test_feature_view_state.py new file mode 100644 index 00000000000..3af91b3b469 --- /dev/null +++ b/sdk/python/tests/unit/test_feature_view_state.py @@ -0,0 +1,433 @@ +import copy +from datetime import datetime, timedelta +from tempfile import mkstemp + +import pytest + +from feast.data_format import AvroFormat, ParquetFormat +from feast.data_source import KafkaSource +from feast.entity import Entity +from feast.feature_store import FeatureStore +from feast.feature_view import FeatureView, FeatureViewState +from feast.field import Field +from feast.infra.offline_stores.file_source import FileSource +from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig +from feast.on_demand_feature_view import OnDemandFeatureView +from feast.protos.feast.core.FeatureView_pb2 import FeatureView as FeatureViewProto +from feast.protos.feast.core.FeatureView_pb2 import ( + FeatureViewMeta as FeatureViewMetaProto, +) +from feast.protos.feast.core.FeatureView_pb2 import ( + FeatureViewSpec as FeatureViewSpecProto, +) +from feast.repo_config import RepoConfig +from feast.stream_feature_view import StreamFeatureView +from feast.types import Float32, Int64 + +# --------------------------------------------------------------------------- +# Helpers +# --------------------------------------------------------------------------- + + +def _kafka_source(): + return KafkaSource( + name="kafka", + timestamp_field="event_timestamp", + kafka_bootstrap_servers="localhost:9092", + message_format=AvroFormat(""), + topic="topic", + batch_source=_batch_source(), + ) + + +def _batch_source(): + return FileSource( + file_format=ParquetFormat(), + path="file://feast/*", + timestamp_field="ts_col", + created_timestamp_column="timestamp", + ) + + +def _simple_feature_view(name="test_fv", enabled=True): + return FeatureView( + name=name, + entities=[], + schema=[Field(name="f1", dtype=Float32)], + source=_batch_source(), + ttl=timedelta(days=1), + enabled=enabled, + ) + + +@pytest.fixture +def local_feature_store(): + _, registry_path = mkstemp() + _, online_store_path = mkstemp() + return FeatureStore( + config=RepoConfig( + registry=registry_path, + project="default", + provider="local", + online_store=SqliteOnlineStoreConfig(path=online_store_path), + entity_key_serialization_version=3, + ) + ) + + +# --------------------------------------------------------------------------- +# FeatureViewState enum +# --------------------------------------------------------------------------- + + +class TestFeatureViewState: + def test_state_values(self): + assert FeatureViewState.STATE_UNSPECIFIED == 0 + assert FeatureViewState.CREATED == 1 + assert FeatureViewState.GENERATED == 2 + assert FeatureViewState.MATERIALIZING == 3 + assert FeatureViewState.AVAILABLE_ONLINE == 4 + + def test_from_proto_valid(self): + assert FeatureViewState.from_proto(0) == FeatureViewState.STATE_UNSPECIFIED + assert FeatureViewState.from_proto(4) == FeatureViewState.AVAILABLE_ONLINE + + def test_from_proto_invalid_falls_back(self): + assert FeatureViewState.from_proto(999) == FeatureViewState.STATE_UNSPECIFIED + + def test_to_proto_round_trip(self): + for state in FeatureViewState: + assert FeatureViewState.from_proto(state.to_proto()) == state + + def test_valid_transitions(self): + """Verify that valid transitions are accepted.""" + assert FeatureViewState.STATE_UNSPECIFIED.can_transition_to( + FeatureViewState.CREATED + ) + assert FeatureViewState.CREATED.can_transition_to(FeatureViewState.GENERATED) + assert FeatureViewState.GENERATED.can_transition_to( + FeatureViewState.MATERIALIZING + ) + assert FeatureViewState.MATERIALIZING.can_transition_to( + FeatureViewState.AVAILABLE_ONLINE + ) + assert FeatureViewState.MATERIALIZING.can_transition_to( + FeatureViewState.GENERATED + ) + assert FeatureViewState.AVAILABLE_ONLINE.can_transition_to( + FeatureViewState.MATERIALIZING + ) + + def test_invalid_transitions(self): + """Verify that invalid transitions are rejected.""" + assert not FeatureViewState.STATE_UNSPECIFIED.can_transition_to( + FeatureViewState.AVAILABLE_ONLINE + ) + assert not FeatureViewState.CREATED.can_transition_to( + FeatureViewState.MATERIALIZING + ) + assert not FeatureViewState.CREATED.can_transition_to( + FeatureViewState.AVAILABLE_ONLINE + ) + assert not FeatureViewState.GENERATED.can_transition_to( + FeatureViewState.AVAILABLE_ONLINE + ) + assert not FeatureViewState.AVAILABLE_ONLINE.can_transition_to( + FeatureViewState.CREATED + ) + + +# --------------------------------------------------------------------------- +# FeatureView enabled / state defaults +# --------------------------------------------------------------------------- + + +class TestFeatureViewDefaults: + def test_default_enabled_is_true(self): + fv = _simple_feature_view() + assert fv.enabled is True + + def test_default_state_is_unspecified(self): + fv = _simple_feature_view() + assert fv.state == FeatureViewState.STATE_UNSPECIFIED + + def test_enabled_false(self): + fv = _simple_feature_view(enabled=False) + assert fv.enabled is False + + +# --------------------------------------------------------------------------- +# Proto serialization round-trips +# --------------------------------------------------------------------------- + + +class TestFeatureViewProtoRoundTrip: + def test_enabled_true_round_trip(self): + fv = _simple_feature_view(enabled=True) + proto = fv.to_proto() + assert proto.spec.disabled is False + restored = FeatureView.from_proto(proto) + assert restored.enabled is True + + def test_enabled_false_round_trip(self): + fv = _simple_feature_view(enabled=False) + proto = fv.to_proto() + assert proto.spec.disabled is True + restored = FeatureView.from_proto(proto) + assert restored.enabled is False + + def test_state_round_trip(self): + fv = _simple_feature_view() + fv.state = FeatureViewState.AVAILABLE_ONLINE + proto = fv.to_proto() + assert proto.meta.state == FeatureViewState.AVAILABLE_ONLINE.value + restored = FeatureView.from_proto(proto) + assert restored.state == FeatureViewState.AVAILABLE_ONLINE + + def test_state_unspecified_not_written_to_proto(self): + fv = _simple_feature_view() + assert fv.state == FeatureViewState.STATE_UNSPECIFIED + proto = fv.to_proto() + assert proto.meta.state == 0 + + def test_backward_compat_old_proto_without_disabled_field(self): + """Old protos without `disabled` field default to False -> enabled=True.""" + spec = FeatureViewSpecProto() + spec.name = "legacy_fv" + proto = FeatureViewProto(spec=spec, meta=FeatureViewMetaProto()) + fv = FeatureView.from_proto(proto) + assert fv.enabled is True + + def test_backward_compat_old_proto_without_state_field(self): + """Old protos without `state` field default to 0 -> STATE_UNSPECIFIED.""" + spec = FeatureViewSpecProto() + spec.name = "legacy_fv" + proto = FeatureViewProto(spec=spec, meta=FeatureViewMetaProto()) + fv = FeatureView.from_proto(proto) + assert fv.state == FeatureViewState.STATE_UNSPECIFIED + + def test_all_states_round_trip(self): + for state in FeatureViewState: + fv = _simple_feature_view() + fv.state = state + restored = FeatureView.from_proto(fv.to_proto()) + assert restored.state == state + + +# --------------------------------------------------------------------------- +# copy.copy preserves enabled/state +# --------------------------------------------------------------------------- + + +class TestCopyPreservesState: + def test_feature_view_copy(self): + fv = _simple_feature_view(enabled=False) + fv.state = FeatureViewState.GENERATED + copied = copy.copy(fv) + assert copied.enabled is False + assert copied.state == FeatureViewState.GENERATED + + def test_on_demand_feature_view_copy(self): + source_fv = _simple_feature_view() + odfv = OnDemandFeatureView( + name="test_odfv", + sources=[source_fv], + schema=[Field(name="out", dtype=Float32)], + mode="python", + udf=lambda features: {"out": [1.0]}, + enabled=False, + ) + odfv.state = FeatureViewState.GENERATED + copied = copy.copy(odfv) + assert copied.enabled is False + assert copied.state == FeatureViewState.GENERATED + + def test_stream_feature_view_copy(self): + sfv = StreamFeatureView( + name="test_sfv", + entities=[], + schema=[Field(name="f1", dtype=Float32)], + source=_kafka_source(), + ttl=timedelta(days=1), + ) + sfv.enabled = False + sfv.state = FeatureViewState.AVAILABLE_ONLINE + copied = copy.copy(sfv) + assert copied.enabled is False + assert copied.state == FeatureViewState.AVAILABLE_ONLINE + + +# --------------------------------------------------------------------------- +# OnDemandFeatureView enabled / state +# --------------------------------------------------------------------------- + + +class TestOnDemandFeatureViewState: + def test_default_enabled(self): + source_fv = _simple_feature_view() + odfv = OnDemandFeatureView( + name="test_odfv", + sources=[source_fv], + schema=[Field(name="out", dtype=Float32)], + mode="python", + udf=lambda features: {"out": [1.0]}, + ) + assert odfv.enabled is True + assert odfv.state == FeatureViewState.STATE_UNSPECIFIED + + def test_disabled(self): + source_fv = _simple_feature_view() + odfv = OnDemandFeatureView( + name="test_odfv", + sources=[source_fv], + schema=[Field(name="out", dtype=Float32)], + mode="python", + udf=lambda features: {"out": [1.0]}, + enabled=False, + ) + assert odfv.enabled is False + + def test_proto_disabled_field(self): + """Verify the proto disabled field is set correctly without full round-trip.""" + source_fv = _simple_feature_view() + odfv = OnDemandFeatureView( + name="test_odfv", + sources=[source_fv], + schema=[Field(name="out", dtype=Float32)], + mode="python", + udf=lambda features: {"out": [1.0]}, + enabled=False, + ) + odfv.state = FeatureViewState.AVAILABLE_ONLINE + proto = odfv.to_proto() + assert proto.spec.disabled is True + assert proto.meta.state == FeatureViewState.AVAILABLE_ONLINE.value + + +# --------------------------------------------------------------------------- +# StreamFeatureView enabled / state +# --------------------------------------------------------------------------- + + +class TestStreamFeatureViewState: + def test_proto_round_trip(self): + sfv = StreamFeatureView( + name="test_sfv", + entities=[], + schema=[Field(name="f1", dtype=Float32)], + source=_kafka_source(), + ttl=timedelta(days=1), + ) + sfv.enabled = False + sfv.state = FeatureViewState.MATERIALIZING + proto = sfv.to_proto() + assert proto.spec.disabled is True + restored = StreamFeatureView.from_proto(proto) + assert restored.enabled is False + assert restored.state == FeatureViewState.MATERIALIZING + + +# --------------------------------------------------------------------------- +# Registry apply preserves enabled/state +# --------------------------------------------------------------------------- + + +class TestRegistryEnabledState: + def test_apply_and_retrieve_enabled(self, local_feature_store): + store = local_feature_store + fv = _simple_feature_view(enabled=True) + store.apply([fv]) + retrieved = store.get_feature_view("test_fv") + assert retrieved.enabled is True + store.teardown() + + def test_apply_and_retrieve_disabled(self, local_feature_store): + store = local_feature_store + fv = _simple_feature_view(enabled=False) + store.apply([fv]) + retrieved = store.get_feature_view("test_fv") + assert retrieved.enabled is False + store.teardown() + + def test_toggle_enabled_via_registry(self, local_feature_store): + store = local_feature_store + fv = _simple_feature_view(enabled=True) + store.apply([fv]) + + # Disable it + fv.enabled = False + store.registry.apply_feature_view(fv, store.project) + retrieved = store.get_feature_view("test_fv") + assert retrieved.enabled is False + + # Re-enable it + fv.enabled = True + store.registry.apply_feature_view(fv, store.project) + retrieved = store.get_feature_view("test_fv") + assert retrieved.enabled is True + store.teardown() + + def test_state_persists_through_registry(self, local_feature_store): + store = local_feature_store + fv = _simple_feature_view() + fv.state = FeatureViewState.GENERATED + store.apply([fv]) + + # State should be updated via registry apply + fv.state = FeatureViewState.AVAILABLE_ONLINE + store.registry.apply_feature_view(fv, store.project) + retrieved = store.get_feature_view("test_fv") + assert retrieved.state == FeatureViewState.AVAILABLE_ONLINE + store.teardown() + + def test_reapply_does_not_reset_state(self, local_feature_store): + """feast apply with a default-state FV must not reset an existing state.""" + store = local_feature_store + fv = _simple_feature_view() + store.apply([fv]) + + # Simulate materialization having moved state to AVAILABLE_ONLINE + fv.state = FeatureViewState.AVAILABLE_ONLINE + store.registry.apply_feature_view(fv, store.project) + retrieved = store.get_feature_view("test_fv") + assert retrieved.state == FeatureViewState.AVAILABLE_ONLINE + + # Re-apply with a fresh FV (default STATE_UNSPECIFIED) — should preserve state + fresh_fv = _simple_feature_view() + assert fresh_fv.state == FeatureViewState.STATE_UNSPECIFIED + store.apply([fresh_fv]) + retrieved = store.get_feature_view("test_fv") + assert retrieved.state == FeatureViewState.AVAILABLE_ONLINE + store.teardown() + + +# --------------------------------------------------------------------------- +# Materialization blocks disabled feature views +# --------------------------------------------------------------------------- + + +class TestMaterializationDisabledBlocking: + def test_materialize_disabled_fv_by_name_raises(self, local_feature_store): + store = local_feature_store + entity = Entity(name="entity_1", join_keys=["entity_id"]) + fv = FeatureView( + name="test_fv", + entities=[entity], + schema=[ + Field(name="f1", dtype=Float32), + Field(name="entity_id", dtype=Int64), + ], + source=_batch_source(), + ttl=timedelta(days=1), + online=True, + enabled=False, + ) + store.apply([entity, fv]) + + with pytest.raises(ValueError, match="disabled"): + store.materialize( + feature_views=["test_fv"], + start_date=datetime.utcnow() - timedelta(hours=1), + end_date=datetime.utcnow(), + ) + store.teardown() diff --git a/sdk/python/tests/unit/test_type_map.py b/sdk/python/tests/unit/test_type_map.py index 4f87aa46f19..bdaea63a607 100644 --- a/sdk/python/tests/unit/test_type_map.py +++ b/sdk/python/tests/unit/test_type_map.py @@ -6,6 +6,7 @@ import pytest from feast.protos.feast.types.Value_pb2 import Map, MapList +from feast.protos.feast.types.Value_pb2 import Value as ProtoValue from feast.type_map import ( _convert_value_type_str_to_value_type, _python_dict_to_map_proto, @@ -1953,3 +1954,114 @@ def test_non_empty_array_treated_as_null_unix_timestamp(self): "non-empty array in UNIX_TIMESTAMP scalar column should produce null" ) assert result[1].unix_timestamp_val == int(ts.timestamp()) + + +class TestValueMapTypes: + """Tests for SCALAR_MAP: maps with non-string keys encoded via ScalarMap proto.""" + + def test_int_key_roundtrip(self): + """Int keys are encoded as int64_key and round-trip back as int.""" + data = {1: "one", 2: "two", 3: "three"} + + protos = python_values_to_proto_values([data], ValueType.SCALAR_MAP) + assert protos[0].WhichOneof("val") == "scalar_map_val" + result = feast_value_type_to_python_type(protos[0]) + + assert result == {1: "one", 2: "two", 3: "three"} + + def test_long_key_roundtrip(self): + """Large int keys (simulating int64/Long) round-trip correctly.""" + data = {1513185957000: {"svacct_id": 123, "amount": 99.5}} + + protos = python_values_to_proto_values([data], ValueType.SCALAR_MAP) + result = feast_value_type_to_python_type(protos[0]) + + assert result[1513185957000]["svacct_id"] == 123 + assert result[1513185957000]["amount"] == 99.5 + + def test_uuid_key_roundtrip(self): + """UUID keys are encoded as uuid_key strings and decoded back to uuid.UUID.""" + key1 = uuid.UUID("12345678-1234-5678-1234-567812345678") + key2 = uuid.UUID("87654321-4321-8765-4321-876543218765") + data = {key1: "first", key2: "second"} + + protos = python_values_to_proto_values([data], ValueType.SCALAR_MAP) + result = feast_value_type_to_python_type(protos[0]) + + assert result[key1] == "first" + assert result[key2] == "second" + + def test_type_inference_non_string_keys_returns_scalar_map(self): + """python_type_to_feast_value_type infers SCALAR_MAP for non-string-keyed dicts.""" + assert python_type_to_feast_value_type("f", {1: "a"}) == ValueType.SCALAR_MAP + assert ( + python_type_to_feast_value_type("f", {uuid.uuid4(): "x"}) + == ValueType.SCALAR_MAP + ) + + def test_type_inference_string_keys_returns_map(self): + """python_type_to_feast_value_type still infers MAP for string-keyed dicts.""" + assert python_type_to_feast_value_type("f", {"k": "v"}) == ValueType.MAP + + def test_type_inference_empty_dict_returns_map(self): + """Empty dict infers MAP (no key to inspect).""" + assert python_type_to_feast_value_type("f", {}) == ValueType.MAP + + def test_none_value_roundtrip(self): + """None values in SCALAR_MAP are preserved as None.""" + data = {10: "present", 20: None} + + protos = python_values_to_proto_values([data], ValueType.SCALAR_MAP) + result = feast_value_type_to_python_type(protos[0]) + + assert result[10] == "present" + assert result[20] is None + + def test_null_value_map(self): + """None SCALAR_MAP encodes to empty ProtoValue and decodes to None.""" + protos = python_values_to_proto_values([None], ValueType.SCALAR_MAP) + assert protos[0] == ProtoValue() + assert feast_value_type_to_python_type(protos[0]) is None + + def test_empty_value_map(self): + """Empty dict encodes and decodes as empty SCALAR_MAP.""" + protos = python_values_to_proto_values([{}], ValueType.SCALAR_MAP) + # empty dict has no non-string key to trigger SCALAR_MAP via inference, + # but explicit type forces the path + result = feast_value_type_to_python_type(protos[0]) + assert isinstance(result, dict) + + def test_multiple_value_maps_in_batch(self): + """Batch of SCALAR_MAP values all encode correctly.""" + batch = [{1: "a", 2: "b"}, {10: "x"}, None] + + protos = python_values_to_proto_values(batch, ValueType.SCALAR_MAP) + assert feast_value_type_to_python_type(protos[0]) == {1: "a", 2: "b"} + assert feast_value_type_to_python_type(protos[1]) == {10: "x"} + assert feast_value_type_to_python_type(protos[2]) is None + + def test_nested_map_value_in_value_map(self): + """SCALAR_MAP can hold nested dicts as values (encoded as MAP vals).""" + inner = {"name": "alice", "score": 42} + data = {100: inner} + + protos = python_values_to_proto_values([data], ValueType.SCALAR_MAP) + result = feast_value_type_to_python_type(protos[0]) + + assert result[100]["name"] == "alice" + assert result[100]["score"] == 42 + + def test_invalid_key_type_raises(self): + """Passing an unsupported key type raises TypeError.""" + + class Unsupported: + pass + + with pytest.raises(TypeError, match="Unsupported key type for SCALAR_MAP"): + python_values_to_proto_values([{Unsupported(): "v"}], ValueType.SCALAR_MAP) + + def test_proto_field_name_in_map(self): + """scalar_map_val maps to ValueType.SCALAR_MAP in PROTO_VALUE_TO_VALUE_TYPE_MAP.""" + from feast.type_map import PROTO_VALUE_TO_VALUE_TYPE_MAP + + assert PROTO_VALUE_TO_VALUE_TYPE_MAP["scalar_map_val"] == ValueType.SCALAR_MAP diff --git a/sdk/python/tests/unit/test_ui_server.py b/sdk/python/tests/unit/test_ui_server.py index 36389f7b860..d878a3f1a20 100644 --- a/sdk/python/tests/unit/test_ui_server.py +++ b/sdk/python/tests/unit/test_ui_server.py @@ -15,7 +15,6 @@ EXPECTED_SUCCESS_STATUS = 200 EXPECTED_ERROR_STATUS = 503 TEST_PROJECT_NAME = "test_project" -REGISTRY_TTL_SECS = 60 def _create_mock_ui_files(temp_dir): @@ -23,12 +22,10 @@ def _create_mock_ui_files(temp_dir): ui_dir = os.path.join(temp_dir, "ui", "build") os.makedirs(ui_dir, exist_ok=True) - # Create projects-list.json file projects_file = os.path.join(ui_dir, "projects-list.json") with open(projects_file, "w") as f: json.dump({"projects": []}, f) - # Create index.html file index_file = os.path.join(ui_dir, "index.html") with open(index_file, "w") as f: f.write("Test UI") @@ -36,20 +33,13 @@ def _create_mock_ui_files(temp_dir): @contextlib.contextmanager def _setup_importlib_mocks(temp_dir): - """Helper function to setup importlib resource mocks. - - This function mocks the importlib_resources functionality used by the UI server - to serve static files. It creates a proper context manager that returns the - temporary directory path when used with importlib_resources.as_file(). - """ + """Helper function to setup importlib resource mocks.""" mock_path = Path(temp_dir) - # Create a proper context manager mock mock_context_manager = MagicMock() mock_context_manager.__enter__.return_value = mock_path mock_context_manager.__exit__.return_value = None - # Mock the files() method to return a mock that supports division mock_file_ref = MagicMock() mock_file_ref.__truediv__.return_value = MagicMock() @@ -63,104 +53,65 @@ def _setup_importlib_mocks(temp_dir): yield mock_files, mock_as_file +def _make_project_mock(name, description=""): + """Create a mock project object with the given name and description.""" + proj = MagicMock() + proj.name = name + proj.description = description + return proj + + @pytest.fixture def mock_feature_store(): """Fixture for creating a mock feature store""" mock_store = MagicMock() - mock_store.refresh_registry = MagicMock() return mock_store @pytest.fixture def ui_app_with_registry(mock_feature_store): - """Fixture for UI app with valid registry data. - - Creates a UI app instance with a properly configured feature store - that has valid registry data available for testing endpoints that - require registry access. - """ + """Fixture for UI app with valid registry data.""" mock_registry = MagicMock() - mock_proto = MagicMock() - mock_proto.SerializeToString.return_value = b"mock_proto_data" - mock_registry.proto.return_value = mock_proto + mock_registry.list_projects.return_value = [] 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, REGISTRY_TTL_SECS) + app = get_app(mock_feature_store, TEST_PROJECT_NAME) yield app @pytest.fixture def ui_app_without_registry(mock_feature_store): - """Fixture for UI app with None registry data. - - Creates a UI app instance with a feature store that has no registry - data available, used for testing error conditions and service - unavailable responses. - """ + """Fixture for UI app where registry raises on list_projects.""" mock_registry = MagicMock() - mock_registry.proto.return_value = None + mock_registry.list_projects.side_effect = Exception("registry unavailable") 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, REGISTRY_TTL_SECS) + app = get_app(mock_feature_store, TEST_PROJECT_NAME) yield app def test_ui_server_health_endpoint(ui_app_with_registry): - """Test the UI server health endpoint returns 200 when registry is available. - - This test verifies that the /health endpoint correctly returns HTTP 200 - when the feature store registry is properly initialized and contains data. - """ + """Health endpoint returns 200 when registry is available.""" client = TestClient(ui_app_with_registry) response = client.get("/health") assertpy.assert_that(response.status_code).is_equal_to(EXPECTED_SUCCESS_STATUS) -def test_ui_server_health_endpoint_with_none_registry(ui_app_without_registry): - """Test the UI server health endpoint returns 503 when registry is None. - - This test verifies that the /health endpoint correctly returns HTTP 503 - (Service Unavailable) when the feature store registry is not available - or contains no data. - """ +def test_ui_server_health_endpoint_with_unavailable_registry(ui_app_without_registry): + """Health endpoint returns 503 when registry is unavailable.""" client = TestClient(ui_app_without_registry) response = client.get("/health") assertpy.assert_that(response.status_code).is_equal_to(EXPECTED_ERROR_STATUS) -def test_registry_endpoint_with_valid_data(ui_app_with_registry): - """Test the registry endpoint returns valid data with correct content type. - - This test verifies that the /registry endpoint correctly returns HTTP 200 - with the proper content-type header when registry data is available. - """ - client = TestClient(ui_app_with_registry) - response = client.get("/registry") - assertpy.assert_that(response.status_code).is_equal_to(EXPECTED_SUCCESS_STATUS) - assertpy.assert_that(response.headers["content-type"]).is_equal_to( - "application/octet-stream" - ) - - -def test_registry_endpoint_with_none_data(ui_app_without_registry): - """Test the registry endpoint returns 503 when registry data is None. - - This test verifies that the /registry endpoint correctly returns HTTP 503 - (Service Unavailable) when no registry data is available. - """ - client = TestClient(ui_app_without_registry) - response = client.get("/registry") - assertpy.assert_that(response.status_code).is_equal_to(EXPECTED_ERROR_STATUS) - - @pytest.mark.parametrize( "registry_available,expected_status", [(True, EXPECTED_SUCCESS_STATUS), (False, EXPECTED_ERROR_STATUS)], @@ -168,42 +119,131 @@ def test_registry_endpoint_with_none_data(ui_app_without_registry): def test_health_endpoint_status( registry_available, expected_status, mock_feature_store ): - """Test the health endpoint returns correct status based on registry availability. - - This parametrized test verifies that the /health endpoint returns the - appropriate HTTP status code based on whether registry data is available. - """ + """Health endpoint returns correct status based on registry availability.""" + mock_registry = MagicMock() if registry_available: - mock_registry = MagicMock() - mock_proto = MagicMock() - mock_proto.SerializeToString.return_value = b"mock_proto_data" - mock_registry.proto.return_value = mock_proto - mock_feature_store.registry = mock_registry + mock_registry.list_projects.return_value = [] else: - mock_registry = MagicMock() - mock_registry.proto.return_value = None - mock_feature_store.registry = mock_registry + mock_registry.list_projects.side_effect = Exception("unavailable") + 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, REGISTRY_TTL_SECS) + app = get_app(mock_feature_store, TEST_PROJECT_NAME) client = TestClient(app) response = client.get("/health") assertpy.assert_that(response.status_code).is_equal_to(expected_status) def test_catch_all_route(ui_app_with_registry): - """Test the catch-all route for React router paths. - - This test reveals a bug in the original UI server code where ui_dir - is not in scope for the catch_all function. The ui_dir variable is defined - inside the importlib_resources context manager but used outside of it. - This causes a NameError when the route is accessed. - """ + """Test the catch-all route for React router paths.""" client = TestClient(ui_app_with_registry) - # The route will fail due to the scope issue with ui_dir - with pytest.raises(Exception): # Expecting NameError or FileNotFoundError + with pytest.raises(Exception): client.get("/p/some/react/path") + + +# ---------- 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 test_projects_list_registry_path(mock_feature_store): + """projects-list.json uses /api/v1 as registryPath.""" + mock_registry = MagicMock() + mock_registry.list_projects.return_value = [] + mock_feature_store.registry = mock_registry + + with tempfile.TemporaryDirectory() as temp_dir: + _create_mock_ui_files(temp_dir) + + with _setup_importlib_mocks(temp_dir): + get_app(mock_feature_store, TEST_PROJECT_NAME) + + data = _read_projects_list(temp_dir) + assertpy.assert_that(data["projects"][0]["registryPath"]).is_equal_to("/api/v1") + + +def test_projects_list_with_root_path(mock_feature_store): + """root_path prefix is included in registryPath.""" + mock_registry = MagicMock() + mock_registry.list_projects.return_value = [] + mock_feature_store.registry = mock_registry + + with tempfile.TemporaryDirectory() as temp_dir: + _create_mock_ui_files(temp_dir) + + with _setup_importlib_mocks(temp_dir): + get_app( + mock_feature_store, + TEST_PROJECT_NAME, + root_path="/feast", + ) + + data = _read_projects_list(temp_dir) + assertpy.assert_that(data["projects"][0]["registryPath"]).is_equal_to( + "/feast/api/v1" + ) + + +def test_projects_list_multiple_projects(mock_feature_store): + """Multiple projects get an 'All Projects' entry prepended.""" + mock_registry = MagicMock() + mock_registry.list_projects.return_value = [ + _make_project_mock("project_alpha", "Alpha project"), + _make_project_mock("project_beta", "Beta project"), + ] + mock_feature_store.registry = mock_registry + + with tempfile.TemporaryDirectory() as temp_dir: + _create_mock_ui_files(temp_dir) + + with _setup_importlib_mocks(temp_dir): + get_app(mock_feature_store, TEST_PROJECT_NAME) + + data = _read_projects_list(temp_dir) + 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") + assertpy.assert_that(data["projects"][2]["id"]).is_equal_to("project_beta") + + +def test_projects_list_fallback_on_empty(mock_feature_store): + """When list_projects returns empty, fallback project is used.""" + mock_registry = MagicMock() + mock_registry.list_projects.return_value = [] + mock_feature_store.registry = mock_registry + + with tempfile.TemporaryDirectory() as temp_dir: + _create_mock_ui_files(temp_dir) + + with _setup_importlib_mocks(temp_dir): + get_app(mock_feature_store, TEST_PROJECT_NAME) + + data = _read_projects_list(temp_dir) + 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_fallback_on_exception(mock_feature_store): + """When list_projects raises, fallback project is used.""" + mock_registry = MagicMock() + mock_registry.list_projects.side_effect = Exception("not implemented") + mock_feature_store.registry = mock_registry + + with tempfile.TemporaryDirectory() as temp_dir: + _create_mock_ui_files(temp_dir) + + with _setup_importlib_mocks(temp_dir): + get_app(mock_feature_store, TEST_PROJECT_NAME) + + data = _read_projects_list(temp_dir) + assertpy.assert_that(len(data["projects"])).is_equal_to(1) + assertpy.assert_that(data["projects"][0]["id"]).is_equal_to(TEST_PROJECT_NAME) diff --git a/ui/.prettierignore b/ui/.prettierignore index d2fa6a8b18e..14a40bc5836 100644 --- a/ui/.prettierignore +++ b/ui/.prettierignore @@ -1,3 +1,4 @@ *.css *.md dist/ +build/ diff --git a/ui/src/FeastUISansProviders.test.tsx b/ui/src/FeastUISansProviders.test.tsx index cf4a01621de..f0a940e44b3 100644 --- a/ui/src/FeastUISansProviders.test.tsx +++ b/ui/src/FeastUISansProviders.test.tsx @@ -10,33 +10,17 @@ import { import userEvent from "@testing-library/user-event"; import FeastUISansProviders from "./FeastUISansProviders"; -import { - projectsListWithDefaultProject, - creditHistoryRegistry, - creditHistoryRegistryDB, -} from "./mocks/handlers"; +import { allRestHandlers } from "./mocks/handlers"; import { readFileSync } from "fs"; import { feast } from "./protos"; import path from "path"; // declare which API requests to mock -const server = setupServer( - projectsListWithDefaultProject, - creditHistoryRegistry, - creditHistoryRegistryDB, -); +const server = setupServer(...allRestHandlers); const registry = readFileSync(path.resolve(__dirname, "../public/registry.db")); const parsedRegistry = feast.core.Registry.decode(registry); -console.log("Registry Feature Views:", parsedRegistry.featureViews?.length); -if (parsedRegistry.featureViews && parsedRegistry.featureViews.length > 0) { - console.log( - "First Feature View Name:", - parsedRegistry.featureViews[0].spec?.name, - ); -} - // establish API mocking before all tests beforeAll(() => server.listen()); // reset any request handlers that are declared as a part of our tests @@ -64,14 +48,12 @@ test("full app rendering", async () => { // Explore Panel Should Appear expect(screen.getByText(/Explore this Project/i)).toBeInTheDocument(); - const projectNameRegExp = new RegExp( - parsedRegistry.projects[0].spec?.name!, - "i", - ); - // It should load the default project, which is credit_scoring_aws + // The heading shows the display name from projects-list.json await waitFor(() => { - expect(screen.getByText(projectNameRegExp)).toBeInTheDocument(); + expect( + screen.getByRole("heading", { name: /Credit Score Project/i }), + ).toBeInTheDocument(); }); }); diff --git a/ui/src/FeastUISansProviders.tsx b/ui/src/FeastUISansProviders.tsx index 9a2207e22dd..50de27b5944 100644 --- a/ui/src/FeastUISansProviders.tsx +++ b/ui/src/FeastUISansProviders.tsx @@ -38,11 +38,14 @@ import { ProjectListContext, ProjectsListContextInterface, } from "./contexts/ProjectListContext"; +import DataModeContext from "./contexts/DataModeContext"; +import type { DataModeConfig, FetchOptions } from "./contexts/DataModeContext"; interface FeastUIConfigs { tabsRegistry?: FeastTabsRegistryInterface; featureFlags?: FeatureFlags; projectListPromise?: Promise; + fetchOptions?: FetchOptions; } const defaultProjectListPromise = (basename: string) => { @@ -95,95 +98,111 @@ const FeastUISansProvidersInner = ({ }) => { const { colorMode } = useTheme(); + const dataModeConfig: DataModeConfig = { + fetchOptions: feastUIConfigs?.fetchOptions, + }; + return ( - - + - - - }> - } /> - }> - } /> - } /> - } - /> - } /> - } - /> - } - > - } - /> + + + + }> + } /> } - /> - } - /> - } /> - } - /> + path="/p/:projectName/*" + element={} + > + } /> + } + /> + } + /> + } /> + } + /> + } + > + } + /> + } + /> + } + /> + } /> + } + /> - } /> - } - /> - } - /> - } /> - } /> + } /> + } + /> + } + /> + } + /> + } /> + - - } /> - - - - + } /> + + + + + ); diff --git a/ui/src/components/ObjectsCountStats.tsx b/ui/src/components/ObjectsCountStats.tsx index bf1dd2dc9dd..6fc6d2d22dc 100644 --- a/ui/src/components/ObjectsCountStats.tsx +++ b/ui/src/components/ObjectsCountStats.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { EuiFlexGroup, EuiFlexItem, @@ -7,45 +7,60 @@ import { EuiTitle, EuiSpacer, } from "@elastic/eui"; -import useLoadRegistry from "../queries/useLoadRegistry"; import { useNavigate, useParams } from "react-router-dom"; -import RegistryPathContext from "../contexts/RegistryPathContext"; - -const useLoadObjectStats = () => { - const registryUrl = useContext(RegistryPathContext); - const query = useLoadRegistry(registryUrl); - - const data = - query.isSuccess && query.data - ? { - featureServices: query.data.objects.featureServices?.length || 0, - featureViews: query.data.mergedFVList.length, - entities: query.data.objects.entities?.length || 0, - dataSources: query.data.objects.dataSources?.length || 0, - } - : undefined; - - return { - ...query, - data, - }; -}; +import useResourceQuery, { + entityListPath, + featureViewListPath, + featureServiceListPath, + dataSourceListPath, + restFeatureViewsToMergedList, +} from "../queries/useResourceQuery"; +import type { genericFVType } from "../parsers/mergedFVTypes"; const statStyle = { cursor: "pointer" }; const ObjectsCountStats = () => { - const { isLoading, isSuccess, isError, data } = useLoadObjectStats(); const { projectName } = useParams(); - const navigate = useNavigate(); + const { data: featureServices, isSuccess: fsOk } = useResourceQuery({ + resourceType: "stats-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); + + const { data: featureViews, isSuccess: fvOk } = useResourceQuery< + genericFVType[] + >({ + resourceType: "stats-fvs", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + }); + + const { data: entities, isSuccess: entOk } = useResourceQuery({ + resourceType: "stats-ent", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); + + const { data: dataSources, isSuccess: dsOk } = useResourceQuery({ + resourceType: "stats-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); + + const allOk = fsOk && fvOk && entOk && dsOk; + return ( - {isLoading &&

Loading

} - {isError &&

There was an error in loading registry information.

} - {isSuccess && data && ( + {!allOk &&

Loading

} + {allOk && (

Registered in this Feast project are …

@@ -57,7 +72,7 @@ const ObjectsCountStats = () => { style={statStyle} onClick={() => navigate(`/p/${projectName}/feature-service`)} description="Feature Services→" - title={data.featureServices} + title={featureServices?.length || 0} reverse /> @@ -66,7 +81,7 @@ const ObjectsCountStats = () => { style={statStyle} description="Feature Views→" onClick={() => navigate(`/p/${projectName}/feature-view`)} - title={data.featureViews} + title={featureViews?.length || 0} reverse /> @@ -75,7 +90,7 @@ const ObjectsCountStats = () => { style={statStyle} description="Entities→" onClick={() => navigate(`/p/${projectName}/entity`)} - title={data.entities} + title={entities?.length || 0} reverse /> @@ -84,7 +99,7 @@ const ObjectsCountStats = () => { style={statStyle} description="Data Sources→" onClick={() => navigate(`/p/${projectName}/data-source`)} - title={data.dataSources} + title={dataSources?.length || 0} reverse /> diff --git a/ui/src/components/ProjectSelector.test.tsx b/ui/src/components/ProjectSelector.test.tsx index 40d89cde93c..d311e7ef980 100644 --- a/ui/src/components/ProjectSelector.test.tsx +++ b/ui/src/components/ProjectSelector.test.tsx @@ -5,18 +5,10 @@ import userEvent from "@testing-library/user-event"; import FeastUISansProviders from "../FeastUISansProviders"; -import { - projectsListWithDefaultProject, - creditHistoryRegistry, - creditHistoryRegistryDB, -} from "../mocks/handlers"; +import { allRestHandlers } from "../mocks/handlers"; // declare which API requests to mock -const server = setupServer( - projectsListWithDefaultProject, - creditHistoryRegistry, - creditHistoryRegistryDB, -); +const server = setupServer(...allRestHandlers); // establish API mocking before all tests beforeAll(() => server.listen()); @@ -48,12 +40,12 @@ test("in a full App render, it shows the right initial project", async () => { // Wait for Project Data from Registry to Load await screen.findAllByRole("heading", { - name: /Project: credit_scoring_aws/i, + name: /Project: Credit Score Project/i, }); // Before User Event: Heading is the credit scoring project screen.getByRole("heading", { - name: /credit_scoring_aws/i, + name: /Credit Score Project/i, }); // Do the select option user event @@ -78,6 +70,6 @@ test("in a full App render, it shows the right initial project", async () => { // ... and the new heading should appear // meaning we successfully navigated await screen.findByRole("heading", { - name: /Project: credit_scoring_aws/i, + name: /Project: Credit Score Project/i, }); }); diff --git a/ui/src/components/RegistryVisualization.tsx b/ui/src/components/RegistryVisualization.tsx index d3479078618..3db1fc28e08 100644 --- a/ui/src/components/RegistryVisualization.tsx +++ b/ui/src/components/RegistryVisualization.tsx @@ -25,6 +25,7 @@ import { } from "@elastic/eui"; import { FEAST_FCO_TYPES } from "../parsers/types"; import { EntityRelation } from "../parsers/parseEntityRelationships"; +import { MlflowRunData } from "../queries/useLoadMlflowRuns"; import { feast } from "../protos"; import { useTheme } from "../contexts/ThemeContext"; import { @@ -79,6 +80,10 @@ const getNodeColor = (type: FEAST_FCO_TYPES) => { return "#ff8000"; // Orange case FEAST_FCO_TYPES.dataSource: return "#cc0000"; // Red + case FEAST_FCO_TYPES.mlflowRun: + return "#0194e2"; // MLflow brand blue + case FEAST_FCO_TYPES.mlflowModel: + return "#7b2d8e"; // Purple default: return "#666666"; // Gray } @@ -94,6 +99,10 @@ const getLightNodeColor = (type: FEAST_FCO_TYPES) => { return "#fff2e6"; // Light orange case FEAST_FCO_TYPES.dataSource: return "#ffe6e6"; // Light red + case FEAST_FCO_TYPES.mlflowRun: + return "#e6f6fd"; // Light MLflow blue + case FEAST_FCO_TYPES.mlflowModel: + return "#f3e6f9"; // Light purple default: return "#f0f0f0"; // Light gray } @@ -109,6 +118,10 @@ const getNodeIcon = (type: FEAST_FCO_TYPES) => { return "▲"; // Triangle for entity case FEAST_FCO_TYPES.dataSource: return "◆"; // Diamond for data source + case FEAST_FCO_TYPES.mlflowRun: + return "⬡"; // Hexagon for MLflow run + case FEAST_FCO_TYPES.mlflowModel: + return "⬢"; // Filled hexagon for registered model default: return "●"; // Default circle } @@ -125,6 +138,14 @@ const CustomNode = ({ data }: { data: NodeData }) => { const hasVersion = data.versionNumber != null && data.versionNumber > 1; const handleClick = () => { + if ( + (data.type === FEAST_FCO_TYPES.mlflowRun || + data.type === FEAST_FCO_TYPES.mlflowModel) && + data.metadata?.mlflow_url + ) { + window.open(data.metadata.mlflow_url, "_blank", "noopener,noreferrer"); + return; + } let path; switch (data.type) { case FEAST_FCO_TYPES.dataSource: @@ -183,7 +204,10 @@ const CustomNode = ({ data }: { data: NodeData }) => { zIndex: 5, }} > - View Details + {data.type === FEAST_FCO_TYPES.mlflowRun || + data.type === FEAST_FCO_TYPES.mlflowModel + ? "Open in MLflow ↗" + : "View Details"}
)} @@ -398,6 +422,8 @@ const getLayoutedElements = ( [FEAST_FCO_TYPES.entity]: [], [FEAST_FCO_TYPES.featureView]: [], [FEAST_FCO_TYPES.featureService]: [], + [FEAST_FCO_TYPES.mlflowRun]: [], + [FEAST_FCO_TYPES.mlflowModel]: [], }; isolatedNodes.forEach((node) => { @@ -454,6 +480,8 @@ const Legend = () => { { type: FEAST_FCO_TYPES.featureView, label: "Feature View" }, { type: FEAST_FCO_TYPES.entity, label: "Entity" }, { type: FEAST_FCO_TYPES.dataSource, label: "Data Source" }, + { type: FEAST_FCO_TYPES.mlflowRun, label: "MLflow Run" }, + { type: FEAST_FCO_TYPES.mlflowModel, label: "Registered Model" }, ]; const isDarkMode = colorMode === "dark"; @@ -535,6 +563,7 @@ const registryToFlow = ( relationships: EntityRelation[], permissions?: any[], versionHistory?: feast.core.IFeatureViewVersionRecord[], + mlflowRuns?: MlflowRunData[], ) => { const nodes: Node[] = []; const edges: Edge[] = []; @@ -743,6 +772,101 @@ const registryToFlow = ( }); }); + if (mlflowRuns && mlflowRuns.length > 0) { + mlflowRuns.forEach((run) => { + const runLabel = run.run_name || run.run_id.substring(0, 8); + nodes.push({ + id: `mlflow-${run.run_id}`, + type: "custom", + data: { + label: runLabel, + type: FEAST_FCO_TYPES.mlflowRun, + metadata: { + mlflow_url: run.mlflow_url, + retrieval_type: run.retrieval_type, + status: run.status, + run_id: run.run_id, + }, + }, + position: { x: 0, y: 0 }, + }); + + if (run.feature_service) { + const fsNodeId = `fs-${run.feature_service}`; + const fsNodeExists = nodes.some((n) => n.id === fsNodeId); + if (fsNodeExists) { + edges.push({ + id: `edge-mlflow-${run.run_id}`, + source: fsNodeId, + sourceHandle: "source", + target: `mlflow-${run.run_id}`, + targetHandle: "target", + animated: true, + style: { + strokeWidth: 3, + stroke: "#0194e2", + strokeDasharray: "10 5", + animation: "dataflow 2s linear infinite", + }, + type: "smoothstep", + markerEnd: { + type: MarkerType.ArrowClosed, + width: 20, + height: 20, + color: "#0194e2", + }, + }); + } + } + + if (run.registered_models && run.registered_models.length > 0) { + run.registered_models.forEach((model) => { + const modelNodeId = `model-${model.model_name}-v${model.version}`; + const modelExists = nodes.some((n) => n.id === modelNodeId); + if (!modelExists) { + nodes.push({ + id: modelNodeId, + type: "custom", + data: { + label: `${model.model_name} v${model.version}`, + type: FEAST_FCO_TYPES.mlflowModel, + metadata: { + mlflow_url: model.mlflow_url, + model_name: model.model_name, + version: model.version, + stage: model.stage, + }, + }, + position: { x: 0, y: 0 }, + }); + } + + edges.push({ + id: `edge-model-${run.run_id}-${model.model_name}-v${model.version}`, + source: `mlflow-${run.run_id}`, + sourceHandle: "source", + target: modelNodeId, + targetHandle: "target", + animated: true, + style: { + strokeWidth: 3, + stroke: "#7b2d8e", + strokeDasharray: "10 5", + animation: "dataflow 2s linear infinite", + }, + type: "smoothstep", + markerEnd: { + type: MarkerType.ArrowClosed, + width: 20, + height: 20, + color: "#7b2d8e", + }, + }); + }); + } + }); + } + return { nodes, edges }; }; @@ -756,6 +880,10 @@ const getNodePrefix = (type: FEAST_FCO_TYPES) => { return "entity"; case FEAST_FCO_TYPES.dataSource: return "ds"; + case FEAST_FCO_TYPES.mlflowRun: + return "mlflow"; + case FEAST_FCO_TYPES.mlflowModel: + return "model"; default: return "unknown"; } @@ -766,7 +894,8 @@ interface RegistryVisualizationProps { relationships: EntityRelation[]; indirectRelationships: EntityRelation[]; filterNode?: { type: FEAST_FCO_TYPES; name: string }; - permissions?: any[]; // Add permissions field + permissions?: any[]; + mlflowRuns?: MlflowRunData[]; } const RegistryVisualization: React.FC = ({ @@ -775,6 +904,7 @@ const RegistryVisualization: React.FC = ({ indirectRelationships, filterNode, permissions, + mlflowRuns, }) => { const [nodes, setNodes, onNodesChange] = useNodesState([]); const [edges, setEdges, onEdgesChange] = useEdgesState([]); @@ -851,6 +981,7 @@ const RegistryVisualization: React.FC = ({ validRelationships, permissions, versionRecords as feast.core.IFeatureViewVersionRecord[] | undefined, + mlflowRuns, ); const { nodes: layoutedNodes, edges: layoutedEdges } = @@ -873,6 +1004,7 @@ const RegistryVisualization: React.FC = ({ showIsolatedNodes, filterNode, permissions, + mlflowRuns, setNodes, setEdges, ]); diff --git a/ui/src/components/RegistryVisualizationTab.tsx b/ui/src/components/RegistryVisualizationTab.tsx index ebc77604322..29d66b064d7 100644 --- a/ui/src/components/RegistryVisualizationTab.tsx +++ b/ui/src/components/RegistryVisualizationTab.tsx @@ -10,6 +10,7 @@ import { EuiFlexItem, } from "@elastic/eui"; import useLoadRegistry from "../queries/useLoadRegistry"; +import useLoadMlflowRuns from "../queries/useLoadMlflowRuns"; import RegistryPathContext from "../contexts/RegistryPathContext"; import RegistryVisualization from "./RegistryVisualization"; import { FEAST_FCO_TYPES } from "../parsers/types"; @@ -22,6 +23,7 @@ const RegistryVisualizationTab = () => { registryUrl, projectName, ); + const { data: mlflowData } = useLoadMlflowRuns(); const [selectedObjectType, setSelectedObjectType] = useState(""); const [selectedObjectName, setSelectedObjectName] = useState(""); const [selectedPermissionAction, setSelectedPermissionAction] = useState(""); @@ -92,6 +94,9 @@ const RegistryVisualizationTab = () => { { value: "entity", text: "Entity" }, { value: "featureView", text: "Feature View" }, { value: "featureService", text: "Feature Service" }, + ...(mlflowData?.runs?.length + ? [{ value: "mlflowRun", text: "MLflow Run" }] + : []), ]} value={selectedObjectType} onChange={(e) => { @@ -162,6 +167,7 @@ const RegistryVisualizationTab = () => { } : undefined } + mlflowRuns={mlflowData?.runs?.length ? mlflowData.runs : undefined} /> )} diff --git a/ui/src/contexts/DataModeContext.tsx b/ui/src/contexts/DataModeContext.tsx new file mode 100644 index 00000000000..c8ef4ea0bab --- /dev/null +++ b/ui/src/contexts/DataModeContext.tsx @@ -0,0 +1,20 @@ +import React, { useContext } from "react"; + +interface FetchOptions { + headers?: Record; + credentials?: RequestCredentials; +} + +interface DataModeConfig { + fetchOptions?: FetchOptions; +} + +const defaultConfig: DataModeConfig = {}; + +const DataModeContext = React.createContext(defaultConfig); + +const useDataMode = () => useContext(DataModeContext); + +export default DataModeContext; +export { useDataMode }; +export type { DataModeConfig, FetchOptions }; diff --git a/ui/src/contexts/ProjectListContext.ts b/ui/src/contexts/ProjectListContext.ts index c42b22f6611..a230300be3b 100644 --- a/ui/src/contexts/ProjectListContext.ts +++ b/ui/src/contexts/ProjectListContext.ts @@ -13,6 +13,7 @@ const ProjectEntrySchema = z.object({ const ProjectsListSchema = z.object({ default: z.string().optional(), projects: z.array(ProjectEntrySchema), + mode: z.string().optional(), }); type ProjectsListType = z.infer; diff --git a/ui/src/hooks/useFCOExploreSuggestions.ts b/ui/src/hooks/useFCOExploreSuggestions.ts index 43a0e1bea3f..13cd2c58fa4 100644 --- a/ui/src/hooks/useFCOExploreSuggestions.ts +++ b/ui/src/hooks/useFCOExploreSuggestions.ts @@ -22,6 +22,8 @@ const FCO_TO_URL_NAME_MAP: Record = { entity: "/entity", featureView: "/feature-view", featureService: "/feature-service", + mlflowRun: "/mlflow-run", + mlflowModel: "/mlflow-model", }; const createSearchLink = ( diff --git a/ui/src/hooks/useTagsAggregation.ts b/ui/src/hooks/useTagsAggregation.ts index 5d36fd54285..9ad0d78d6f5 100644 --- a/ui/src/hooks/useTagsAggregation.ts +++ b/ui/src/hooks/useTagsAggregation.ts @@ -1,13 +1,13 @@ -import { useContext, useMemo } from "react"; -import RegistryPathContext from "../contexts/RegistryPathContext"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import { feast } from "../protos"; +import { useMemo } from "react"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + featureViewListPath, + featureServiceListPath, +} from "../queries/useResourceQuery"; -// Usage of generic type parameter T -// https://stackoverflow.com/questions/53203409/how-to-tell-typescript-that-im-returning-an-array-of-arrays-of-the-input-type const buildTagCollection = ( array: T[], - recordExtractor: (unknownFCO: T) => Record | undefined, // Assumes that tags are always a Record + recordExtractor: (unknownFCO: T) => Record | undefined, ): Record> => { const tagCollection = array.reduce( (memo: Record>, fco: T) => { @@ -38,17 +38,17 @@ const buildTagCollection = ( }; const useFeatureViewTagsAggregation = () => { - const registryUrl = useContext(RegistryPathContext); - const query = useLoadRegistry(registryUrl); + const { projectName } = useParams(); + const query = useResourceQuery({ + resourceType: "tags-fvs", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: (d) => d.featureViews, + }); const data = useMemo(() => { - return query.data && query.data.objects && query.data.objects.featureViews - ? buildTagCollection( - query.data.objects.featureViews!, - (fv) => { - return fv.spec?.tags!; - }, - ) + return query.data + ? buildTagCollection(query.data, (fv) => fv.spec?.tags) : undefined; }, [query.data]); @@ -59,19 +59,17 @@ const useFeatureViewTagsAggregation = () => { }; const useFeatureServiceTagsAggregation = () => { - const registryUrl = useContext(RegistryPathContext); - const query = useLoadRegistry(registryUrl); + const { projectName } = useParams(); + const query = useResourceQuery({ + resourceType: "tags-fss", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); const data = useMemo(() => { - return query.data && - query.data.objects && - query.data.objects.featureServices - ? buildTagCollection( - query.data.objects.featureServices, - (fs) => { - return fs.spec?.tags!; - }, - ) + return query.data + ? buildTagCollection(query.data, (fs) => fs.spec?.tags) : undefined; }, [query.data]); diff --git a/ui/src/mocks/handlers.ts b/ui/src/mocks/handlers.ts index 1c32bb2cf87..d36c81db846 100644 --- a/ui/src/mocks/handlers.ts +++ b/ui/src/mocks/handlers.ts @@ -1,10 +1,48 @@ import { http, HttpResponse } from "msw"; import { readFileSync } from "fs"; import path from "path"; +import { feast } from "../protos"; -const registry = readFileSync( +const registryBuf = readFileSync( path.resolve(__dirname, "../../public/registry.db"), ); +const parsedRegistry = feast.core.Registry.decode(registryBuf); + +const toJSON = (obj: any) => (obj && obj.toJSON ? obj.toJSON() : obj); + +const entitiesJSON = (parsedRegistry.entities || []).map(toJSON); +const featureViewsJSON = (parsedRegistry.featureViews || []).map((fv) => ({ + ...toJSON(fv), + type: "featureView", +})); +const onDemandFVsJSON = (parsedRegistry.onDemandFeatureViews || []).map( + (fv) => ({ + ...toJSON(fv), + type: "onDemandFeatureView", + }), +); +const streamFVsJSON = (parsedRegistry.streamFeatureViews || []).map((fv) => ({ + ...toJSON(fv), + type: "streamFeatureView", +})); +const allFeatureViewsJSON = [ + ...featureViewsJSON, + ...onDemandFVsJSON, + ...streamFVsJSON, +]; +const featureServicesJSON = (parsedRegistry.featureServices || []).map(toJSON); +const dataSourcesJSON = (parsedRegistry.dataSources || []).map(toJSON); +const savedDatasetsJSON = (parsedRegistry.savedDatasets || []).map(toJSON); +const projectsJSON = (parsedRegistry.projects || []).map(toJSON); + +const allFeatures = featureViewsJSON.flatMap((fv: any) => + (fv?.spec?.features || []).map((f: any) => ({ + name: f.name, + featureViewName: fv.spec?.name, + valueType: f.valueType, + project: fv.spec?.project, + })), +); const projectsListWithDefaultProject = http.get("/projects-list.json", () => HttpResponse.json({ @@ -14,22 +52,232 @@ const projectsListWithDefaultProject = http.get("/projects-list.json", () => name: "Credit Score Project", description: "Project for credit scoring team and associated models.", id: "credit_scoring_aws", - registryPath: "/registry.db", // Changed to match what the test expects + registryPath: "/api/v1", }, ], }), ); -const creditHistoryRegistryPB = http.get("/registry.pb", () => { - return HttpResponse.arrayBuffer(registry.buffer); -}); +// REST API list endpoints +const restEntities = http.get("/api/v1/entities", () => + HttpResponse.json({ + entities: entitiesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restFeatureViews = http.get("/api/v1/feature_views", () => + HttpResponse.json({ + featureViews: allFeatureViewsJSON, + pagination: {}, + relationships: {}, + }), +); + +const restFeatureServices = http.get("/api/v1/feature_services", () => + HttpResponse.json({ + featureServices: featureServicesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restDataSources = http.get("/api/v1/data_sources", () => + HttpResponse.json({ + dataSources: dataSourcesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restSavedDatasets = http.get("/api/v1/saved_datasets", () => + HttpResponse.json({ + savedDatasets: savedDatasetsJSON, + pagination: {}, + }), +); + +const restProjects = http.get("/api/v1/projects", () => + HttpResponse.json({ + projects: projectsJSON, + pagination: {}, + }), +); + +const restFeatures = http.get("/api/v1/features", () => + HttpResponse.json({ + features: allFeatures, + pagination: {}, + }), +); + +const restPermissions = http.get("/api/v1/permissions", () => + HttpResponse.json({ + permissions: [], + pagination: {}, + }), +); -const creditHistoryRegistryDB = http.get("/registry.db", () => { - return HttpResponse.arrayBuffer(registry.buffer); +// Detail endpoints +const restFeatureViewDetail = http.get( + "/api/v1/feature_views/:name", + ({ params }) => { + const name = params.name as string; + const fv = allFeatureViewsJSON.find((f: any) => f.spec?.name === name); + if (!fv) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(fv); + }, +); + +const restEntityDetail = http.get("/api/v1/entities/:name", ({ params }) => { + const name = params.name as string; + const entity = entitiesJSON.find((e: any) => e.spec?.name === name); + if (!entity) + return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(entity); }); -export { +const restFeatureServiceDetail = http.get( + "/api/v1/feature_services/:name", + ({ params }) => { + const name = params.name as string; + const fs = featureServicesJSON.find((f: any) => f.spec?.name === name); + if (!fs) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(fs); + }, +); + +const restDataSourceDetail = http.get( + "/api/v1/data_sources/:name", + ({ params }) => { + const name = params.name as string; + const ds = dataSourcesJSON.find((d: any) => d.name === name); + if (!ds) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(ds); + }, +); + +const restFeatureDetail = http.get( + "/api/v1/features/:fvName/:featureName", + ({ params }) => { + const fvName = params.fvName as string; + const featureName = params.featureName as string; + const fv = allFeatureViewsJSON.find((f: any) => f.spec?.name === fvName); + if (!fv) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + const feature = (fv as any).spec?.features?.find( + (f: any) => f.name === featureName, + ); + if (!feature) + return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json({ + featureViewName: fvName, + featureName, + feature, + featureView: fv, + }); + }, +); + +// "all" endpoints (for global search / all-projects view) +const restEntitiesAll = http.get("/api/v1/entities/all", () => + HttpResponse.json({ + entities: entitiesJSON.map((e: any) => ({ + ...e, + project: e.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restFeatureViewsAll = http.get("/api/v1/feature_views/all", () => + HttpResponse.json({ + featureViews: allFeatureViewsJSON.map((fv: any) => ({ + ...fv, + project: fv.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restFeatureServicesAll = http.get("/api/v1/feature_services/all", () => + HttpResponse.json({ + featureServices: featureServicesJSON.map((fs: any) => ({ + ...fs, + project: fs.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restDataSourcesAll = http.get("/api/v1/data_sources/all", () => + HttpResponse.json({ + dataSources: dataSourcesJSON.map((ds: any) => ({ + ...ds, + project: ds.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restSavedDatasetsAll = http.get("/api/v1/saved_datasets/all", () => + HttpResponse.json({ + savedDatasets: savedDatasetsJSON, + pagination: {}, + }), +); + +const restFeaturesAll = http.get("/api/v1/features/all", () => + HttpResponse.json({ + features: allFeatures, + pagination: {}, + }), +); + +const restSavedDatasetDetail = http.get( + "/api/v1/saved_datasets/:name", + ({ params }) => { + const name = params.name as string; + const sd = savedDatasetsJSON.find((d: any) => d.spec?.name === name); + if (!sd) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(sd); + }, +); + +const restMetrics = http.get("/api/v1/metrics/:type", () => + HttpResponse.json({}), +); + +const allRestHandlers = [ projectsListWithDefaultProject, - creditHistoryRegistryPB as creditHistoryRegistry, - creditHistoryRegistryDB, -}; + // "all" endpoints must come before parameterized detail routes + restEntitiesAll, + restFeatureViewsAll, + restFeatureServicesAll, + restDataSourcesAll, + restSavedDatasetsAll, + restFeaturesAll, + // List endpoints + restEntities, + restFeatureViews, + restFeatureServices, + restDataSources, + restSavedDatasets, + restProjects, + restFeatures, + restPermissions, + // Detail endpoints + restFeatureViewDetail, + restEntityDetail, + restFeatureServiceDetail, + restDataSourceDetail, + restSavedDatasetDetail, + restFeatureDetail, + restMetrics, +]; + +export { projectsListWithDefaultProject, allRestHandlers }; diff --git a/ui/src/pages/ProjectOverviewPage.tsx b/ui/src/pages/ProjectOverviewPage.tsx index 839fbcc5d89..9d6c9fb65c1 100644 --- a/ui/src/pages/ProjectOverviewPage.tsx +++ b/ui/src/pages/ProjectOverviewPage.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { EuiPageTemplate, EuiText, @@ -7,8 +7,6 @@ import { EuiTitle, EuiSpacer, EuiSkeletonText, - EuiEmptyPrompt, - EuiFieldSearch, EuiPanel, EuiStat, EuiCard, @@ -17,54 +15,76 @@ import { import { useDocumentTitle } from "../hooks/useDocumentTitle"; import ObjectsCountStats from "../components/ObjectsCountStats"; import ExplorePanel from "../components/ExplorePanel"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import RegistryPathContext from "../contexts/RegistryPathContext"; -import RegistryVisualizationTab from "../components/RegistryVisualizationTab"; -import RegistrySearch from "../components/RegistrySearch"; +import useResourceQuery, { + restFeatureViewsToMergedList, +} from "../queries/useResourceQuery"; import { useParams, useNavigate } from "react-router-dom"; import { useLoadProjectsList } from "../contexts/ProjectListContext"; +import type { genericFVType } from "../parsers/mergedFVTypes"; + +const getItemProject = (item: any): string => + item?.project || item?.spec?.project || ""; // Component for "All Projects" view const AllProjectsDashboard = () => { - const registryUrl = useContext(RegistryPathContext); const navigate = useNavigate(); const { data: projectsData } = useLoadProjectsList(); - const { data: registryData } = useLoadRegistry(registryUrl); - if (!registryData) { + const { data: allFVs } = useResourceQuery({ + resourceType: "all-proj-fvs", + restPath: "/feature_views/all?limit=100&include_relationships=true", + restSelect: restFeatureViewsToMergedList, + }); + + const { data: allEntities } = useResourceQuery({ + resourceType: "all-proj-entities", + restPath: "/entities/all?limit=100", + restSelect: (d) => d.entities, + }); + + const { data: allDS } = useResourceQuery({ + resourceType: "all-proj-ds", + restPath: "/data_sources/all?limit=100", + restSelect: (d) => d.dataSources, + }); + + const { data: allFS } = useResourceQuery({ + resourceType: "all-proj-fs", + restPath: "/feature_services/all?limit=100", + restSelect: (d) => d.featureServices, + }); + + const { data: allFeatures } = useResourceQuery({ + resourceType: "all-proj-features", + restPath: "/features/all?limit=100", + restSelect: (d) => d.features, + }); + + const loaded = allFVs && allEntities && allDS && allFS && allFeatures; + + if (!loaded) { return ; } - // Calculate total counts across all projects const totalCounts = { - featureViews: registryData.objects.featureViews?.length || 0, - entities: registryData.objects.entities?.length || 0, - dataSources: registryData.objects.dataSources?.length || 0, - featureServices: registryData.objects.featureServices?.length || 0, - features: registryData.allFeatures?.length || 0, + featureViews: allFVs.length, + entities: allEntities.length, + dataSources: allDS.length, + featureServices: allFS.length, + features: allFeatures.length, }; - // Get projects from registry and count their objects const projects = projectsData?.projects.filter((p) => p.id !== "all") || []; const projectStats = projects.map((project) => { - const projectFVs = - registryData.objects.featureViews?.filter( - (fv: any) => fv?.spec?.project === project.id, - ) || []; - const projectEntities = - registryData.objects.entities?.filter( - (e: any) => e?.spec?.project === project.id, - ) || []; - const projectFeatures = - registryData.allFeatures?.filter((f: any) => f?.project === project.id) || - []; + const matchesProject = (item: any) => getItemProject(item) === project.id; return { ...project, counts: { - featureViews: projectFVs.length, - entities: projectEntities.length, - features: projectFeatures.length, + featureViews: allFVs.filter((fv) => matchesProject(fv.object || fv)) + .length, + entities: allEntities.filter(matchesProject).length, + features: allFeatures.filter(matchesProject).length, }, }; }); @@ -195,112 +215,59 @@ const AllProjectsDashboard = () => { const ProjectOverviewPage = () => { useDocumentTitle("Feast Home"); - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams<{ projectName: string }>(); - const { isLoading, isSuccess, isError, data } = useLoadRegistry( - registryUrl, - projectName, - ); + const { data: projectsData } = useLoadProjectsList(); // Show aggregated dashboard for "All Projects" view if (projectName === "all") { return ; } - const categories = [ - { - name: "Data Sources", - data: data?.objects.dataSources || [], - getLink: (item: any) => `/p/${projectName}/data-source/${item.name}`, - }, - { - name: "Entities", - data: data?.objects.entities || [], - getLink: (item: any) => `/p/${projectName}/entity/${item.name}`, - }, - { - name: "Features", - data: data?.allFeatures || [], - getLink: (item: any) => { - const featureView = item?.featureView; - return featureView - ? `/p/${projectName}/feature-view/${featureView}/feature/${item.name}` - : "#"; - }, - }, - { - name: "Feature Views", - data: data?.mergedFVList || [], - getLink: (item: any) => `/p/${projectName}/feature-view/${item.name}`, - }, - { - name: "Feature Services", - data: data?.objects.featureServices || [], - getLink: (item: any) => { - const serviceName = item?.name || item?.spec?.name; - return serviceName - ? `/p/${projectName}/feature-service/${serviceName}` - : "#"; - }, - }, - ]; + const currentProject = projectsData?.projects.find( + (p) => p.id === projectName, + ); return (

- {isLoading && } - {isSuccess && data?.project && `Project: ${data.project}`} + {currentProject + ? `Project: ${currentProject.name}` + : projectName + ? `Project: ${projectName}` + : ""}

- {isLoading && } - {isError && ( - Error Loading Project Configs} - body={ -

- There was an error loading the Project Configurations. - Please check that feature_store.yaml file is - available and well-formed. -

- } - /> + {currentProject?.description ? ( + + 
{currentProject.description}
+ + ) : ( + +

+ Welcome to your new Feast project. In this UI, you can see + Data Sources, Entities, Features, Feature Views, and Feature + Services registered in Feast. +

+

+ It looks like this project already has some objects + registered. If you are new to this project, we suggest + starting by exploring the Feature Services, as they represent + the collection of Feature Views serving a particular model. +

+

+ Note: We encourage you to replace this + welcome message with more suitable content for your team. You + can do so by specifying a project_description in + your feature_store.yaml file. +

+ )} - {isSuccess && - (data?.description ? ( - - 
{data.description}
- - ) : ( - -

- Welcome to your new Feast project. In this UI, you can see - Data Sources, Entities, Features, Feature Views, and Feature - Services registered in Feast. -

-

- It looks like this project already has some objects - registered. If you are new to this project, we suggest - starting by exploring the Feature Services, as they - represent the collection of Feature Views serving a - particular model. -

-

- Note: We encourage you to replace this - welcome message with more suitable content for your team. - You can do so by specifying a{" "} - project_description in your{" "} - feature_store.yaml file. -

- - ))} diff --git a/ui/src/pages/Sidebar.tsx b/ui/src/pages/Sidebar.tsx index 55c8ec805c9..cf3d64a6816 100644 --- a/ui/src/pages/Sidebar.tsx +++ b/ui/src/pages/Sidebar.tsx @@ -1,10 +1,17 @@ -import React, { useContext, useState } from "react"; +import React, { useState } from "react"; import { EuiIcon, EuiSideNav, htmlIdGenerator } from "@elastic/eui"; import { Link, useParams } from "react-router-dom"; import { useMatchSubpath } from "../hooks/useMatchSubpath"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import RegistryPathContext from "../contexts/RegistryPathContext"; +import useResourceQuery, { + entityListPath, + featureViewListPath, + featureServiceListPath, + dataSourceListPath, + savedDatasetListPath, + featuresListPath, + restFeatureViewsToMergedList, +} from "../queries/useResourceQuery"; import { DataSourceIcon } from "../graphics/DataSourceIcon"; import { EntityIcon } from "../graphics/EntityIcon"; @@ -14,11 +21,58 @@ import { DatasetIcon } from "../graphics/DatasetIcon"; import { FeatureIcon } from "../graphics/FeatureIcon"; import { HomeIcon } from "../graphics/HomeIcon"; import { PermissionsIcon } from "../graphics/PermissionsIcon"; +import type { genericFVType } from "../parsers/mergedFVTypes"; const SideNav = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const { isSuccess, data } = useLoadRegistry(registryUrl, projectName); + + const { isSuccess: dsSuccess, data: dataSources } = useResourceQuery({ + resourceType: "sidebar-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); + + const { isSuccess: entSuccess, data: entities } = useResourceQuery({ + resourceType: "sidebar-entities", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); + + const { isSuccess: fvSuccess, data: featureViews } = useResourceQuery< + genericFVType[] + >({ + resourceType: "sidebar-fvs", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + }); + + const { isSuccess: featSuccess, data: features } = useResourceQuery({ + resourceType: "sidebar-features", + project: projectName, + restPath: featuresListPath(projectName), + restSelect: (d) => d.features, + }); + + const { isSuccess: fsSuccess, data: featureServices } = useResourceQuery< + any[] + >({ + resourceType: "sidebar-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); + + const { isSuccess: sdSuccess, data: savedDatasets } = useResourceQuery( + { + resourceType: "sidebar-sd", + project: projectName, + restPath: savedDatasetListPath(projectName), + restSelect: (d) => d.savedDatasets, + }, + ); const [isSideNavOpenOnMobile, setisSideNavOpenOnMobile] = useState(false); @@ -26,41 +80,12 @@ const SideNav = () => { setisSideNavOpenOnMobile(!isSideNavOpenOnMobile); }; - const dataSourcesLabel = `Data Sources ${ - isSuccess && data?.objects.dataSources - ? `(${data?.objects.dataSources?.length})` - : "" - }`; - - const entitiesLabel = `Entities ${ - isSuccess && data?.objects.entities - ? `(${data?.objects.entities?.length})` - : "" - }`; - - const featureViewsLabel = `Feature Views ${ - isSuccess && data?.mergedFVList && data?.mergedFVList.length > 0 - ? `(${data?.mergedFVList.length})` - : "" - }`; - - const featureListLabel = `Features ${ - isSuccess && data?.allFeatures && data?.allFeatures.length > 0 - ? `(${data?.allFeatures.length})` - : "" - }`; - - const featureServicesLabel = `Feature Services ${ - isSuccess && data?.objects.featureServices - ? `(${data?.objects.featureServices?.length})` - : "" - }`; - - const savedDatasetsLabel = `Datasets ${ - isSuccess && data?.objects.savedDatasets - ? `(${data?.objects.savedDatasets?.length})` - : "" - }`; + const dataSourcesLabel = `Data Sources ${dsSuccess && dataSources ? `(${dataSources.length})` : ""}`; + const entitiesLabel = `Entities ${entSuccess && entities ? `(${entities.length})` : ""}`; + const featureViewsLabel = `Feature Views ${fvSuccess && featureViews && featureViews.length > 0 ? `(${featureViews.length})` : ""}`; + const featureListLabel = `Features ${featSuccess && features && features.length > 0 ? `(${features.length})` : ""}`; + const featureServicesLabel = `Feature Services ${fsSuccess && featureServices ? `(${featureServices.length})` : ""}`; + const savedDatasetsLabel = `Datasets ${sdSuccess && savedDatasets ? `(${savedDatasets.length})` : ""}`; const baseUrl = `/p/${projectName}`; diff --git a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx index d702034a558..8d570f3f26d 100644 --- a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx +++ b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx @@ -86,7 +86,7 @@ const DataSourceOverviewTab = () => { { + data?.requestDataOptions?.schema!.map((obj: any) => { return { fieldName: obj.name!, valueType: obj.valueType!, @@ -109,7 +109,7 @@ const DataSourceOverviewTab = () => { {consumingFeatureViews && consumingFeatureViews.length > 0 ? ( { + fvNames={consumingFeatureViews.map((f: any) => { return f.target.name; })} /> diff --git a/ui/src/pages/data-sources/Index.tsx b/ui/src/pages/data-sources/Index.tsx index 96aef712aec..84309775e0b 100644 --- a/ui/src/pages/data-sources/Index.tsx +++ b/ui/src/pages/data-sources/Index.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { useParams } from "react-router-dom"; import { @@ -11,30 +11,25 @@ import { EuiSpacer, } from "@elastic/eui"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import DatasourcesListingTable from "./DataSourcesListingTable"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import DataSourceIndexEmptyState from "./DataSourceIndexEmptyState"; import { DataSourceIcon } from "../../graphics/DataSourceIcon"; import { useSearchQuery } from "../../hooks/useSearchInputWithTags"; import { feast } from "../../protos"; import ExportButton from "../../components/ExportButton"; +import useResourceQuery, { + dataSourceListPath, +} from "../../queries/useResourceQuery"; const useLoadDatasources = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.dataSources; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "data-sources-list", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); }; const filterFn = (data: feast.core.IDataSource[], searchTokens: string[]) => { diff --git a/ui/src/pages/data-sources/useLoadDataSource.ts b/ui/src/pages/data-sources/useLoadDataSource.ts index 43f697fca03..bc0a409b9c8 100644 --- a/ui/src/pages/data-sources/useLoadDataSource.ts +++ b/ui/src/pages/data-sources/useLoadDataSource.ts @@ -1,35 +1,33 @@ -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import { FEAST_FCO_TYPES } from "../../parsers/types"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import useResourceQuery, { + dataSourceDetailPath, +} from "../../queries/useResourceQuery"; const useLoadDataSource = (dataSourceName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.dataSources?.find( - (ds) => ds.name === dataSourceName, - ); + const dsQuery = useResourceQuery({ + resourceType: `data-source:${dataSourceName}`, + project: projectName, + restPath: dataSourceDetailPath(dataSourceName, projectName || ""), + restSelect: (d) => ({ + dataSource: d, + relationships: d?.relationships || [], + }), + enabled: !!dataSourceName, + }); - const consumingFeatureViews = - registryQuery.data === undefined - ? undefined - : registryQuery.data.relationships.filter((relationship) => { - return ( - relationship.source.type === FEAST_FCO_TYPES.dataSource && - relationship.source.name === data?.name && - relationship.target.type === FEAST_FCO_TYPES.featureView - ); - }); + const dataSource = dsQuery.data?.dataSource; + const relationships = dsQuery.data?.relationships || []; + + const consumingFeatureViews = relationships.filter( + (rel: any) => + rel?.source?.type === "dataSource" && rel?.target?.type === "featureView", + ); return { - ...registryQuery, - data, + ...dsQuery, + data: dataSource, consumingFeatureViews, }; }; diff --git a/ui/src/pages/entities/EntitiesListingTable.tsx b/ui/src/pages/entities/EntitiesListingTable.tsx index 51ffb7c8609..d5c28b0ea33 100644 --- a/ui/src/pages/entities/EntitiesListingTable.tsx +++ b/ui/src/pages/entities/EntitiesListingTable.tsx @@ -20,7 +20,8 @@ const EntitiesListingTable = ({ entities }: EntitiesListingTableProps) => { sortable: true, render: (name: string, item: feast.core.IEntity) => { // For "All Projects" view, link to the specific project - const itemProject = item?.spec?.project || projectName; + const itemProject = + item?.spec?.project || (item as any)?.project || projectName; return ( {name} @@ -52,7 +53,7 @@ const EntitiesListingTable = ({ entities }: EntitiesListingTableProps) => { if (projectName === "all") { columns.splice(1, 0, { name: "Project", - field: "spec.project", + field: "project", sortable: true, render: (project: string) => { return {project || "Unknown"}; diff --git a/ui/src/pages/entities/Index.tsx b/ui/src/pages/entities/Index.tsx index 070c53d38fa..216e713f382 100644 --- a/ui/src/pages/entities/Index.tsx +++ b/ui/src/pages/entities/Index.tsx @@ -1,31 +1,26 @@ -import React, { useContext } from "react"; +import React from "react"; import { useParams } from "react-router-dom"; import { EuiPageTemplate, EuiLoadingSpinner } from "@elastic/eui"; import { EntityIcon } from "../../graphics/EntityIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import EntitiesListingTable from "./EntitiesListingTable"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import EntityIndexEmptyState from "./EntityIndexEmptyState"; import ExportButton from "../../components/ExportButton"; +import useResourceQuery, { + entityListPath, +} from "../../queries/useResourceQuery"; const useLoadEntities = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.entities; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "entities-list", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); }; const Index = () => { diff --git a/ui/src/pages/entities/useLoadEntity.ts b/ui/src/pages/entities/useLoadEntity.ts index fdb4a7968f1..cf20c33bd8f 100644 --- a/ui/src/pages/entities/useLoadEntity.ts +++ b/ui/src/pages/entities/useLoadEntity.ts @@ -1,24 +1,18 @@ -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import useResourceQuery, { + entityDetailPath, +} from "../../queries/useResourceQuery"; const useLoadEntity = (entityName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.entities?.find( - (fv) => fv?.spec?.name === entityName, - ); - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: `entity:${entityName}`, + project: projectName, + restPath: entityDetailPath(entityName, projectName || ""), + restSelect: (d) => d, + enabled: !!entityName, + }); }; export default useLoadEntity; diff --git a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx index acc68b6e619..8dd8b299d74 100644 --- a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx +++ b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx @@ -30,7 +30,8 @@ const FeatureServiceListingTable = ({ field: "spec.name", render: (name: string, item: feast.core.IFeatureService) => { // For "All Projects" view, link to the specific project - const itemProject = item?.spec?.project || projectName; + const itemProject = + item?.spec?.project || (item as any)?.project || projectName; return ( {name} @@ -62,7 +63,7 @@ const FeatureServiceListingTable = ({ if (projectName === "all") { columns.splice(1, 0, { name: "Project", - field: "spec.project", + field: "project", sortable: true, render: (project: string) => { return project || "Unknown"; diff --git a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx index be922e41261..c439d48fc96 100644 --- a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx +++ b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx @@ -36,7 +36,7 @@ const FeatureServiceOverviewTab = () => { let numFeatures = 0; let numFeatureViews = 0; if (data) { - data?.spec?.features?.forEach((featureView) => { + data?.spec?.features?.forEach((featureView: any) => { numFeatureViews += 1; numFeatures += featureView?.featureColumns!.length; }); @@ -159,7 +159,7 @@ const FeatureServiceOverviewTab = () => { {data?.spec?.features?.length! > 0 ? ( { + data?.spec?.features?.map((f: any) => { return f.featureViewName!; })! } diff --git a/ui/src/pages/feature-services/Index.tsx b/ui/src/pages/feature-services/Index.tsx index 260a9b821dc..b68bb9697e3 100644 --- a/ui/src/pages/feature-services/Index.tsx +++ b/ui/src/pages/feature-services/Index.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { useParams } from "react-router-dom"; import { @@ -13,7 +13,6 @@ import { import { FeatureServiceIcon } from "../../graphics/FeatureServiceIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import FeatureServiceListingTable from "./FeatureServiceListingTable"; import { useSearchQuery, @@ -22,27 +21,23 @@ import { tagTokenGroupsType, } from "../../hooks/useSearchInputWithTags"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import FeatureServiceIndexEmptyState from "./FeatureServiceIndexEmptyState"; import TagSearch from "../../components/TagSearch"; import ExportButton from "../../components/ExportButton"; import { useFeatureServiceTagsAggregation } from "../../hooks/useTagsAggregation"; import { feast } from "../../protos"; +import useResourceQuery, { + featureServiceListPath, +} from "../../queries/useResourceQuery"; const useLoadFeatureServices = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureServices; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "feature-services-list", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); }; const shouldIncludeFSsGivenTokenGroups = ( diff --git a/ui/src/pages/feature-services/useLoadFeatureService.ts b/ui/src/pages/feature-services/useLoadFeatureService.ts index 004ab35b927..81fff2e931d 100644 --- a/ui/src/pages/feature-services/useLoadFeatureService.ts +++ b/ui/src/pages/feature-services/useLoadFeatureService.ts @@ -1,53 +1,50 @@ -import { FEAST_FCO_TYPES } from "../../parsers/types"; -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; - -import useLoadRegistry from "../../queries/useLoadRegistry"; import { EntityReference } from "../../parsers/parseEntityRelationships"; +import useResourceQuery, { + featureServiceDetailPath, +} from "../../queries/useResourceQuery"; const useLoadFeatureService = (featureServiceName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureServices?.find( - (fs) => fs?.spec?.name === featureServiceName, - ); + const fsQuery = useResourceQuery({ + resourceType: `feature-service:${featureServiceName}`, + project: projectName, + restPath: featureServiceDetailPath(featureServiceName, projectName || ""), + restSelect: (d) => ({ + featureService: d, + indirectRelationships: d?.relationships || [], + permissions: d?.permissions || [], + }), + enabled: !!featureServiceName, + }); + + const featureService = fsQuery.data?.featureService; + const indirectRelationships = fsQuery.data?.indirectRelationships || []; + const permissions = fsQuery.data?.permissions || []; - let entities = - data === undefined + let entities: EntityReference[] | undefined = + featureService === undefined ? undefined - : registryQuery.data?.indirectRelationships - .filter((relationship) => { - return ( - relationship.target.type === FEAST_FCO_TYPES.featureService && - relationship.target.name === data?.spec?.name && - relationship.source.type === FEAST_FCO_TYPES.entity - ); - }) - .map((relationship) => { - return relationship.source; - }); - // Deduplicate on name of entity + : indirectRelationships + .filter( + (rel: any) => + rel?.target?.type === "featureService" && + rel?.source?.type === "entity", + ) + .map((rel: any) => rel.source); + if (entities) { - let entityToName: { [key: string]: EntityReference } = {}; - for (let entity of entities) { + const entityToName: { [key: string]: EntityReference } = {}; + for (const entity of entities) { entityToName[entity.name] = entity; } entities = Object.values(entityToName); } + return { - ...registryQuery, - data: data - ? { - ...data, - permissions: registryQuery.data?.permissions, - } - : undefined, + ...fsQuery, + data: featureService ? { ...featureService, permissions } : undefined, entities, }; }; diff --git a/ui/src/pages/feature-views/FeatureViewListingTable.tsx b/ui/src/pages/feature-views/FeatureViewListingTable.tsx index 7537f8122c9..9fd6f8f8fd7 100644 --- a/ui/src/pages/feature-views/FeatureViewListingTable.tsx +++ b/ui/src/pages/feature-views/FeatureViewListingTable.tsx @@ -31,7 +31,10 @@ const FeatureViewListingTable = ({ sortable: true, render: (name: string, item: genericFVType) => { // For "All Projects" view, link to the specific project - const itemProject = item.object?.spec?.project || projectName; + const itemProject = + item.object?.spec?.project || + (item.object as any)?.project || + projectName; return ( {name}{" "} @@ -63,7 +66,13 @@ const FeatureViewListingTable = ({ columns.splice(1, 0, { name: "Project", render: (item: genericFVType) => { - return {item.object?.spec?.project || "Unknown"}; + return ( + + {item.object?.spec?.project || + (item.object as any)?.project || + "Unknown"} + + ); }, }); } diff --git a/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx b/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx new file mode 100644 index 00000000000..71eaebedd02 --- /dev/null +++ b/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx @@ -0,0 +1,130 @@ +import React from "react"; +import { + EuiBadge, + EuiBasicTable, + EuiFlexGroup, + EuiFlexItem, + EuiHorizontalRule, + EuiLoadingSpinner, + EuiPanel, + EuiText, + EuiTitle, + EuiToolTip, +} from "@elastic/eui"; +import useLoadFeatureUsage, { + FeatureUsageEntry, +} from "../../queries/useLoadFeatureUsage"; + +interface FeatureViewUsagePanelProps { + featureViewName: string; +} + +const formatTimestamp = (ts: number | null): string => { + if (ts == null) return "Never"; + const date = new Date(ts); + return date.toLocaleString(); +}; + +const formatRelativeTime = (ts: number | null): string => { + if (ts == null) return ""; + const now = Date.now(); + const diffMs = now - ts; + const diffMin = Math.floor(diffMs / 60000); + if (diffMin < 1) return "just now"; + if (diffMin < 60) return `${diffMin}m ago`; + const diffHr = Math.floor(diffMin / 60); + if (diffHr < 24) return `${diffHr}h ago`; + const diffDays = Math.floor(diffHr / 24); + return `${diffDays}d ago`; +}; + +const FeatureViewUsagePanel = ({ + featureViewName, +}: FeatureViewUsagePanelProps) => { + const { data, isLoading, isError } = useLoadFeatureUsage(); + + if (isLoading) { + return ( + + +

MLflow Usage

+ + + + + + + + + ); + } + + if (isError || !data || !data.mlflow_enabled) { + return null; + } + + const usage: FeatureUsageEntry | undefined = + data.feature_usage?.[featureViewName]; + + if (!usage || usage.run_count === 0) { + return ( + + +

MLflow Usage

+ + + + No MLflow training runs have used this feature view. + + + ); + } + + const modelItems = usage.models.map((name) => ({ name })); + + const modelColumns = [ + { + name: "Registered Model", + field: "name", + render: (name: string) => {name}, + }, + ]; + + return ( + + +

MLflow Usage

+ + + + + + Training runs: {usage.run_count} + + + + + + Last used: {formatRelativeTime(usage.last_used)} + + + + + {modelItems.length > 0 && ( + <> + + + Registered models using this feature view: + + + + )} + + ); +}; + +export default FeatureViewUsagePanel; diff --git a/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx b/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx index 1e5e44d6804..08ee8880f92 100644 --- a/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx +++ b/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx @@ -160,7 +160,7 @@ const FeatureViewVersionsTab = ({ r.featureViewName === featureViewName, ) || []; - const decodedVersions = useMemo( + const decodedVersions: DecodedVersion[] = useMemo( () => records.map(decodeVersionProto), [records], ); diff --git a/ui/src/pages/feature-views/Index.tsx b/ui/src/pages/feature-views/Index.tsx index b1c28895370..849d1899a3e 100644 --- a/ui/src/pages/feature-views/Index.tsx +++ b/ui/src/pages/feature-views/Index.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { useParams } from "react-router-dom"; import { @@ -13,7 +13,6 @@ import { import { FeatureViewIcon } from "../../graphics/FeatureViewIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import FeatureViewListingTable from "./FeatureViewListingTable"; import { filterInputInterface, @@ -22,26 +21,23 @@ import { } from "../../hooks/useSearchInputWithTags"; import { genericFVType, regularFVInterface } from "../../parsers/mergedFVTypes"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import FeatureViewIndexEmptyState from "./FeatureViewIndexEmptyState"; import { useFeatureViewTagsAggregation } from "../../hooks/useTagsAggregation"; import TagSearch from "../../components/TagSearch"; import ExportButton from "../../components/ExportButton"; +import useResourceQuery, { + featureViewListPath, + restFeatureViewsToMergedList, +} from "../../queries/useResourceQuery"; const useLoadFeatureViews = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.mergedFVList; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "feature-views-list", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + }); }; const shouldIncludeFVsGivenTokenGroups = ( diff --git a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx index e766e4fd0ab..e58e690c04e 100644 --- a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx +++ b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx @@ -8,6 +8,7 @@ import { EuiStat, EuiText, EuiTitle, + EuiToolTip, } from "@elastic/eui"; import React from "react"; @@ -19,9 +20,11 @@ import { encodeSearchQueryString } from "../../hooks/encodeSearchQueryString"; import { EntityRelation } from "../../parsers/parseEntityRelationships"; import { FEAST_FCO_TYPES } from "../../parsers/types"; import useLoadRelationshipData from "../../queries/useLoadRelationshipsData"; +import useLoadFeatureUsage from "../../queries/useLoadFeatureUsage"; import { getEntityPermissions } from "../../utils/permissionUtils"; import BatchSourcePropertiesView from "../data-sources/BatchSourcePropertiesView"; import ConsumingFeatureServicesList from "./ConsumingFeatureServicesList"; +import FeatureViewUsagePanel from "./FeatureViewUsagePanel"; import { feast } from "../../protos"; import { toDate } from "../../utils/timestamp"; @@ -51,6 +54,7 @@ const RegularFeatureViewOverviewTab = ({ const fvName = featureViewName === undefined ? "" : featureViewName; const relationshipQuery = useLoadRelationshipData(); + const { data: usageData } = useLoadFeatureUsage(); const fsNames = relationshipQuery.data ? relationshipQuery.data.filter(whereFSconsumesThisFv(fvName)).map((fs) => { @@ -59,12 +63,43 @@ const RegularFeatureViewOverviewTab = ({ : []; const numOfFs = fsNames.length; + const fvUsage = usageData?.feature_usage?.[fvName]; + const runCount = fvUsage?.run_count ?? 0; + const lastUsed = fvUsage?.last_used ?? null; + const lastUsedLabel = + lastUsed != null ? new Date(lastUsed).toLocaleDateString() : "N/A"; + return ( + {usageData?.mlflow_enabled && ( + <> + + + + + + + + + + )} @@ -128,6 +163,10 @@ const RegularFeatureViewOverviewTab = ({ )} + {usageData?.mlflow_enabled && ( + + )} +

Tags

diff --git a/ui/src/pages/feature-views/useLoadFeatureView.ts b/ui/src/pages/feature-views/useLoadFeatureView.ts index 08e8646f60f..5f88aab0a7d 100644 --- a/ui/src/pages/feature-views/useLoadFeatureView.ts +++ b/ui/src/pages/feature-views/useLoadFeatureView.ts @@ -1,71 +1,56 @@ -import { useContext } from "react"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + featureViewDetailPath, + restFeatureViewDetailToGeneric, +} from "../../queries/useResourceQuery"; +import type { genericFVType } from "../../parsers/mergedFVTypes"; const useLoadFeatureView = (featureViewName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.mergedFVMap[featureViewName]; - - return { - ...registryQuery, - data, - }; + const { projectName } = useParams(); + + return useResourceQuery({ + resourceType: `feature-view:${featureViewName}`, + project: projectName, + restPath: featureViewDetailPath(featureViewName, projectName || ""), + restSelect: restFeatureViewDetailToGeneric, + enabled: !!featureViewName, + }); }; const useLoadRegularFeatureView = (featureViewName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureViews?.find((fv) => { - return fv?.spec?.name === featureViewName; - }); - - return { - ...registryQuery, - data, - }; + const { projectName } = useParams(); + + return useResourceQuery({ + resourceType: `regular-fv:${featureViewName}`, + project: projectName, + restPath: featureViewDetailPath(featureViewName, projectName || ""), + restSelect: (d) => (d?.type === "featureView" ? d : undefined), + enabled: !!featureViewName, + }); }; const useLoadOnDemandFeatureView = (featureViewName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.onDemandFeatureViews?.find((fv) => { - return fv?.spec?.name === featureViewName; - }); - - return { - ...registryQuery, - data, - }; + const { projectName } = useParams(); + + return useResourceQuery({ + resourceType: `odfv:${featureViewName}`, + project: projectName, + restPath: featureViewDetailPath(featureViewName, projectName || ""), + restSelect: (d) => (d?.type === "onDemandFeatureView" ? d : undefined), + enabled: !!featureViewName, + }); }; const useLoadStreamFeatureView = (featureViewName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.streamFeatureViews?.find((fv) => { - return fv.spec?.name === featureViewName; - }); - - return { - ...registryQuery, - data, - }; + const { projectName } = useParams(); + + return useResourceQuery({ + resourceType: `sfv:${featureViewName}`, + project: projectName, + restPath: featureViewDetailPath(featureViewName, projectName || ""), + restSelect: (d) => (d?.type === "streamFeatureView" ? d : undefined), + enabled: !!featureViewName, + }); }; export default useLoadFeatureView; diff --git a/ui/src/pages/features/FeatureListPage.tsx b/ui/src/pages/features/FeatureListPage.tsx index 36087f98bc0..05d946d9fe5 100644 --- a/ui/src/pages/features/FeatureListPage.tsx +++ b/ui/src/pages/features/FeatureListPage.tsx @@ -1,4 +1,4 @@ -import React, { useState, useContext } from "react"; +import React, { useState } from "react"; import { EuiBasicTable, EuiTableFieldDataColumnType, @@ -15,13 +15,18 @@ import { EuiFlexGroup, EuiFlexItem, EuiFormRow, + EuiBadge, } from "@elastic/eui"; import EuiCustomLink from "../../components/EuiCustomLink"; import ExportButton from "../../components/ExportButton"; import { useParams } from "react-router-dom"; -import useLoadRegistry from "../../queries/useLoadRegistry"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; +import useLoadFeatureModels, { + FeatureModelInfo, +} from "../../queries/useLoadFeatureModels"; import { FeatureIcon } from "../../graphics/FeatureIcon"; +import useResourceQuery, { + featuresListPath, +} from "../../queries/useResourceQuery"; import { FEAST_FCO_TYPES } from "../../parsers/types"; import { getEntityPermissions, @@ -35,6 +40,7 @@ interface Feature { type: string; project?: string; permissions?: any[]; + models?: FeatureModelInfo[]; } type FeatureColumn = @@ -43,11 +49,23 @@ type FeatureColumn = const FeatureListPage = () => { const { projectName } = useParams(); - const registryUrl = useContext(RegistryPathContext); - const { data, isLoading, isError } = useLoadRegistry( - registryUrl, - projectName, - ); + const { + data: features, + isLoading, + isError, + } = useResourceQuery({ + resourceType: "features-list", + project: projectName, + restPath: featuresListPath(projectName), + restSelect: (d) => d.features, + }); + const { data: permissions } = useResourceQuery({ + resourceType: "permissions", + project: projectName, + restPath: `/permissions?project=${encodeURIComponent(projectName || "")}`, + restSelect: (d) => d.permissions, + }); + const { data: featureModelsData } = useLoadFeatureModels(); const [searchText, setSearchText] = useState(""); const [selectedPermissionAction, setSelectedPermissionAction] = useState(""); @@ -57,27 +75,24 @@ const FeatureListPage = () => { const [pageIndex, setPageIndex] = useState(0); const [pageSize, setPageSize] = useState(100); - const featuresWithPermissions: Feature[] = (data?.allFeatures || []).map( - (feature) => { - return { - ...feature, - permissions: getEntityPermissions( - selectedPermissionAction - ? filterPermissionsByAction( - data?.permissions, - selectedPermissionAction, - ) - : data?.permissions, - FEAST_FCO_TYPES.featureView, - feature.featureView, - ), - }; - }, - ); + const featuresWithPermissions: Feature[] = (features || []).map((feature) => { + const featureRef = `${feature.featureView}:${feature.name}`; + return { + ...feature, + models: featureModelsData?.feature_models?.[featureRef] || [], + permissions: getEntityPermissions( + selectedPermissionAction + ? filterPermissionsByAction(permissions, selectedPermissionAction) + : permissions, + FEAST_FCO_TYPES.featureView, + feature.featureView, + ), + }; + }); - const features: Feature[] = featuresWithPermissions; + const enrichedFeatures: Feature[] = featuresWithPermissions; - const filteredFeatures = features.filter((feature) => + const filteredFeatures = enrichedFeatures.filter((feature) => feature.name.toLowerCase().includes(searchText.toLowerCase()), ); @@ -126,6 +141,47 @@ const FeatureListPage = () => { }, }, { name: "Type", field: "type", sortable: true }, + { + name: "Models", + field: "models", + sortable: false, + render: (models: FeatureModelInfo[]) => { + if (!models || models.length === 0) { + return ( + + -- + + ); + } + if (models.length === 1) { + return ( + + {models[0].model_name} v{models[0].version} + + ); + } + return ( + + {models.map((m) => ( +
+ {m.model_name} v{m.version} +
+ ))} + + } + > + {models.length} models + + ); + }, + }, { name: "Permissions", field: "permissions", diff --git a/ui/src/pages/features/useLoadFeature.ts b/ui/src/pages/features/useLoadFeature.ts index 54bf31e996f..be322a9c8aa 100644 --- a/ui/src/pages/features/useLoadFeature.ts +++ b/ui/src/pages/features/useLoadFeature.ts @@ -1,27 +1,32 @@ -import { useContext } from "react"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + featureDetailPath, +} from "../../queries/useResourceQuery"; const useLoadFeature = (featureViewName: string, featureName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); + const { projectName } = useParams(); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureViews?.find((fv) => { - return fv?.spec?.name === featureViewName; - }); + const fvQuery = useResourceQuery({ + resourceType: `feature:${featureViewName}:${featureName}`, + project: projectName, + restPath: featureDetailPath( + featureViewName, + featureName, + projectName || "", + ), + restSelect: (d) => d, + enabled: !!featureViewName && !!featureName, + }); const featureData = - data === undefined + fvQuery.data === undefined ? undefined - : data?.spec?.features?.find((f) => { - return f.name === featureName; - }); + : fvQuery.data?.spec?.features?.find( + (f: any) => f.name === featureName, + ) || fvQuery.data; return { - ...registryQuery, + ...fvQuery, featureData, }; }; diff --git a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx index 9ee7dd1aa42..d9a0ab43af9 100644 --- a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx +++ b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx @@ -69,7 +69,7 @@ const EntityOverviewTab = () => { { + data?.spec?.joinKeys!.map((joinKey: any) => { return { name: joinKey }; })! } diff --git a/ui/src/pages/saved-data-sets/Index.tsx b/ui/src/pages/saved-data-sets/Index.tsx index c6cc81f4146..f78ee572ae6 100644 --- a/ui/src/pages/saved-data-sets/Index.tsx +++ b/ui/src/pages/saved-data-sets/Index.tsx @@ -1,28 +1,25 @@ -import React, { useContext } from "react"; +import React from "react"; +import { useParams } from "react-router-dom"; import { EuiPageTemplate, EuiLoadingSpinner } from "@elastic/eui"; import { DatasetIcon } from "../../graphics/DatasetIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import DatasetsListingTable from "./DatasetsListingTable"; import DatasetsIndexEmptyState from "./DatasetsIndexEmptyState"; +import useResourceQuery, { + savedDatasetListPath, +} from "../../queries/useResourceQuery"; const useLoadSavedDataSets = () => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.savedDatasets; - - return { - ...registryQuery, - data, - }; + const { projectName } = useParams(); + return useResourceQuery({ + resourceType: "saved-datasets-list", + project: projectName, + restPath: savedDatasetListPath(projectName), + restSelect: (d) => d.savedDatasets, + }); }; const Index = () => { diff --git a/ui/src/pages/saved-data-sets/useLoadDataset.ts b/ui/src/pages/saved-data-sets/useLoadDataset.ts index 40f8a8ebd48..c560f7f9eb6 100644 --- a/ui/src/pages/saved-data-sets/useLoadDataset.ts +++ b/ui/src/pages/saved-data-sets/useLoadDataset.ts @@ -1,22 +1,18 @@ -import { useContext } from "react"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + savedDatasetDetailPath, +} from "../../queries/useResourceQuery"; -const useLoadEntity = (entityName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); +const useLoadDataset = (datasetName: string) => { + const { projectName } = useParams(); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.savedDatasets?.find( - (fv) => fv.spec?.name === entityName, - ); - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: `saved-dataset:${datasetName}`, + project: projectName, + restPath: savedDatasetDetailPath(datasetName, projectName || ""), + restSelect: (d) => d, + enabled: !!datasetName, + }); }; -export default useLoadEntity; +export default useLoadDataset; diff --git a/ui/src/parsers/types.ts b/ui/src/parsers/types.ts index 1e515f23f34..9f88660aad2 100644 --- a/ui/src/parsers/types.ts +++ b/ui/src/parsers/types.ts @@ -3,6 +3,8 @@ enum FEAST_FCO_TYPES { entity = "entity", featureView = "featureView", featureService = "featureService", + mlflowRun = "mlflowRun", + mlflowModel = "mlflowModel", } export { FEAST_FCO_TYPES }; diff --git a/ui/src/queries/restApiClient.ts b/ui/src/queries/restApiClient.ts new file mode 100644 index 00000000000..4cf2cb64bdd --- /dev/null +++ b/ui/src/queries/restApiClient.ts @@ -0,0 +1,40 @@ +import type { FetchOptions } from "../contexts/DataModeContext"; + +class RestApiError extends Error { + status: number; + constructor(message: string, status: number) { + super(message); + this.name = "RestApiError"; + this.status = status; + } +} + +const restFetch = async ( + baseUrl: string, + path: string, + fetchOptions?: FetchOptions, +): Promise => { + const url = `${baseUrl}${path}`; + const headers: Record = { + Accept: "application/json", + ...fetchOptions?.headers, + }; + + const res = await fetch(url, { + method: "GET", + headers, + credentials: fetchOptions?.credentials, + }); + + if (!res.ok) { + throw new RestApiError( + `REST API error: ${res.status} ${res.statusText}`, + res.status, + ); + } + + return res.json(); +}; + +export default restFetch; +export { RestApiError }; diff --git a/ui/src/queries/useLoadFeatureModels.ts b/ui/src/queries/useLoadFeatureModels.ts new file mode 100644 index 00000000000..dc6f97843d0 --- /dev/null +++ b/ui/src/queries/useLoadFeatureModels.ts @@ -0,0 +1,37 @@ +import { useQuery } from "react-query"; + +export interface FeatureModelInfo { + model_name: string; + version: string; + stage: string; + mlflow_url: string; +} + +interface FeatureModelsResponse { + feature_models: Record; + error?: string; +} + +const useLoadFeatureModels = () => { + return useQuery( + "feature-models", + () => { + return fetch("/api/mlflow-feature-models") + .then((res) => { + if (!res.ok) { + return { feature_models: {} }; + } + return res.json(); + }) + .catch(() => { + return { feature_models: {} }; + }); + }, + { + staleTime: 60000, + retry: false, + }, + ); +}; + +export default useLoadFeatureModels; diff --git a/ui/src/queries/useLoadFeatureUsage.ts b/ui/src/queries/useLoadFeatureUsage.ts new file mode 100644 index 00000000000..c797abe88ce --- /dev/null +++ b/ui/src/queries/useLoadFeatureUsage.ts @@ -0,0 +1,35 @@ +import { useQuery } from "react-query"; + +interface FeatureUsageEntry { + run_count: number; + last_used: number | null; + models: string[]; +} + +interface FeatureUsageResponse { + feature_usage: Record; + mlflow_enabled?: boolean; + error?: string; +} + +const fetchFeatureUsage = async (): Promise => { + const response = await fetch("/api/mlflow-feature-usage"); + if (!response.ok) { + throw new Error(`Failed to fetch feature usage: ${response.statusText}`); + } + return response.json(); +}; + +const useLoadFeatureUsage = () => { + return useQuery( + "mlflowFeatureUsage", + fetchFeatureUsage, + { + staleTime: 5 * 60 * 1000, + refetchOnWindowFocus: false, + }, + ); +}; + +export default useLoadFeatureUsage; +export type { FeatureUsageEntry, FeatureUsageResponse }; diff --git a/ui/src/queries/useLoadMlflowRuns.ts b/ui/src/queries/useLoadMlflowRuns.ts new file mode 100644 index 00000000000..041fd41137d --- /dev/null +++ b/ui/src/queries/useLoadMlflowRuns.ts @@ -0,0 +1,52 @@ +import { useQuery } from "react-query"; + +export interface RegisteredModelInfo { + model_name: string; + version: string; + stage: string; + mlflow_url: string; +} + +export interface MlflowRunData { + run_id: string; + run_name: string; + status: string; + start_time: number; + feature_service: string | null; + feature_views: string[]; + feature_refs: string[]; + retrieval_type: string | null; + entity_count: string | null; + mlflow_url: string; + registered_models: RegisteredModelInfo[]; +} + +interface MlflowRunsResponse { + runs: MlflowRunData[]; + mlflow_uri: string | null; + error?: string; +} + +const useLoadMlflowRuns = () => { + return useQuery( + "mlflow-runs", + () => { + return fetch("/api/mlflow-runs") + .then((res) => { + if (!res.ok) { + return { runs: [], mlflow_uri: null }; + } + return res.json(); + }) + .catch(() => { + return { runs: [], mlflow_uri: null }; + }); + }, + { + staleTime: 30000, + retry: false, + }, + ); +}; + +export default useLoadMlflowRuns; diff --git a/ui/src/queries/useLoadRegistry.ts b/ui/src/queries/useLoadRegistry.ts index e3f5ac87a1d..abd490dab38 100644 --- a/ui/src/queries/useLoadRegistry.ts +++ b/ui/src/queries/useLoadRegistry.ts @@ -4,18 +4,20 @@ import parseEntityRelationships, { EntityRelation, } from "../parsers/parseEntityRelationships"; import parseIndirectRelationships from "../parsers/parseIndirectRelationships"; -import { feast } from "../protos"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; +import type { FetchOptions } from "../contexts/DataModeContext"; interface FeatureStoreAllData { project: string; description?: string; - objects: feast.core.Registry; + objects: any; relationships: EntityRelation[]; mergedFVMap: Record; mergedFVList: genericFVType[]; indirectRelationships: EntityRelation[]; allFeatures: Feature[]; - permissions?: any[]; // Add permissions field + permissions?: any[]; } interface Feature { @@ -25,251 +27,185 @@ interface Feature { project?: string; } -const useLoadRegistry = (url: string, projectName?: string) => { - return useQuery( - `registry:${url}:${projectName || "all"}`, - () => { - return fetch(url, { - headers: { - "Content-Type": "application/json", - }, - }) - .then((res) => { - const contentType = res.headers.get("content-type"); - if (contentType && contentType.includes("application/json")) { - return res.json(); - } else { - return res.arrayBuffer(); - } - }) - .then((data) => { - let objects; - - if (data instanceof ArrayBuffer) { - objects = feast.core.Registry.decode(new Uint8Array(data)); - } else { - objects = data; - } - // const objects = FeastRegistrySchema.parse(json); - - if (!objects.featureViews) { - objects.featureViews = []; - } - - // Filter objects by project if projectName is provided - // Skip filtering if projectName is "all" (All Projects view) - // Only filter if we detect that the registry contains multiple projects - if (projectName && projectName !== "all") { - // Check if the registry actually has multiple projects - const projectsInRegistry = new Set(); - objects.featureViews?.forEach((fv: any) => { - if (fv?.spec?.project) projectsInRegistry.add(fv.spec.project); - }); - objects.entities?.forEach((entity: any) => { - if (entity?.spec?.project) - projectsInRegistry.add(entity.spec.project); - }); - - // Only apply filtering if there are actually multiple projects in the registry - // OR if the projectName matches one of the projects in the registry - const shouldFilter = - projectsInRegistry.size > 1 || - projectsInRegistry.has(projectName); - - if (shouldFilter && projectsInRegistry.has(projectName)) { - if (objects.featureViews) { - objects.featureViews = objects.featureViews.filter( - (fv: any) => fv?.spec?.project === projectName, - ); - } - if (objects.entities) { - objects.entities = objects.entities.filter( - (entity: any) => entity?.spec?.project === projectName, - ); - } - if (objects.dataSources) { - objects.dataSources = objects.dataSources.filter( - (ds: any) => ds?.project === projectName, - ); - } - if (objects.featureServices) { - objects.featureServices = objects.featureServices.filter( - (fs: any) => fs?.spec?.project === projectName, - ); - } - if (objects.onDemandFeatureViews) { - objects.onDemandFeatureViews = - objects.onDemandFeatureViews.filter( - (odfv: any) => odfv?.spec?.project === projectName, - ); - } - if (objects.streamFeatureViews) { - objects.streamFeatureViews = objects.streamFeatureViews.filter( - (sfv: any) => sfv?.spec?.project === projectName, - ); - } - if (objects.savedDatasets) { - objects.savedDatasets = objects.savedDatasets.filter( - (sd: any) => sd?.spec?.project === projectName, - ); - } - if (objects.validationReferences) { - objects.validationReferences = - objects.validationReferences.filter( - (vr: any) => vr?.project === projectName, - ); - } - if (objects.permissions) { - objects.permissions = objects.permissions.filter( - (perm: any) => - perm?.spec?.project === projectName || !perm?.spec?.project, - ); - } - } - } - - if ( - process.env.NODE_ENV === "test" && - objects.featureViews.length === 0 - ) { - try { - const fs = require("fs"); - const path = require("path"); - const { feast } = require("../protos"); - - const registry = fs.readFileSync( - path.resolve(__dirname, "../../public/registry.db"), - ); - const parsedRegistry = feast.core.Registry.decode(registry); - - if ( - parsedRegistry.featureViews && - parsedRegistry.featureViews.length > 0 - ) { - objects.featureViews = parsedRegistry.featureViews; - } - } catch (e) { - console.error("Error loading test registry:", e); - } - } - - const { mergedFVMap, mergedFVList } = mergedFVTypes(objects); - - const relationships = parseEntityRelationships(objects); - - // Only contains Entity -> FS or DS -> FS relationships - const indirectRelationships = parseIndirectRelationships( - relationships, - objects, - ); +// --------------------------------------------------------------------------- +// Shared post-processing (used by the bulk REST fetch) +// --------------------------------------------------------------------------- + +const assembleFeatureStoreData = ( + objects: any, + projectName?: string, +): FeatureStoreAllData => { + const { mergedFVMap, mergedFVList } = mergedFVTypes(objects); + const relationships = parseEntityRelationships(objects); + const indirectRelationships = parseIndirectRelationships( + relationships, + objects, + ); - // console.log({ - // objects, - // mergedFVMap, - // mergedFVList, - // relationships, - // indirectRelationships, - // }); - const allFeatures: Feature[] = - objects.featureViews?.flatMap( - (fv: any) => - fv?.spec?.features?.map((feature: any) => ({ - name: feature.name ?? "Unknown", - featureView: fv?.spec?.name || "Unknown FeatureView", - type: - feature.valueType != null - ? feast.types.ValueType.Enum[feature.valueType] - : "Unknown Type", - project: fv?.spec?.project, // Include project from parent feature view - })) || [], - ) || []; + const allFeatures: Feature[] = + objects.featureViews?.flatMap( + (fv: any) => + fv?.spec?.features?.map((feature: any) => ({ + name: feature.name ?? "Unknown", + featureView: fv?.spec?.name || "Unknown FeatureView", + type: + feature.valueType != null + ? typeof feature.valueType === "number" + ? String(feature.valueType) + : feature.valueType + : "Unknown Type", + project: fv?.spec?.project || fv?.project, + })) || [], + ) || []; + + let resolvedProjectName: string = + projectName === "all" + ? "All Projects" + : projectName || + (objects.projects && + objects.projects.length > 0 && + objects.projects[0].spec && + objects.projects[0].spec.name + ? objects.projects[0].spec.name + : objects.project + ? objects.project + : "default"); + + let projectDescription: string | undefined; + if (projectName === "all") { + projectDescription = "View data across all projects"; + } else if (objects.projects && objects.projects.length > 0) { + const currentProject = objects.projects.find( + (p: any) => p?.spec?.name === resolvedProjectName, + ); + if (currentProject?.spec) { + projectDescription = currentProject.spec.description; + } + } + + return { + project: resolvedProjectName, + description: projectDescription, + objects, + mergedFVMap, + mergedFVList, + relationships, + indirectRelationships, + allFeatures, + permissions: objects.permissions || [], + }; +}; - // Use the provided projectName parameter if available, otherwise try to determine from registry - let resolvedProjectName: string = - projectName === "all" - ? "All Projects" - : projectName || - (process.env.NODE_ENV === "test" - ? "credit_scoring_aws" - : objects.projects && - objects.projects.length > 0 && - objects.projects[0].spec && - objects.projects[0].spec.name - ? objects.projects[0].spec.name - : objects.project - ? objects.project - : "credit_scoring_aws"); +// --------------------------------------------------------------------------- +// REST fetch strategy +// --------------------------------------------------------------------------- + +const fetchREST = async ( + apiBaseUrl: string, + projectName?: string, + fetchOptions?: FetchOptions, +): Promise => { + const projectParam = + projectName && projectName !== "all" + ? `?project=${encodeURIComponent(projectName)}` + : ""; + const useAllEndpoint = !projectParam; + + const [ + entitiesResp, + featureViewsResp, + featureServicesResp, + dataSourcesResp, + savedDatasetsResp, + projectsResp, + ] = await Promise.all([ + restFetch( + apiBaseUrl, + useAllEndpoint + ? "/entities/all?include_relationships=true" + : `/entities${projectParam}&include_relationships=true`, + fetchOptions, + ), + restFetch( + apiBaseUrl, + useAllEndpoint + ? "/feature_views/all?include_relationships=true" + : `/feature_views${projectParam}&include_relationships=true`, + fetchOptions, + ), + restFetch( + apiBaseUrl, + useAllEndpoint + ? "/feature_services/all?include_relationships=true" + : `/feature_services${projectParam}&include_relationships=true`, + fetchOptions, + ), + restFetch( + apiBaseUrl, + useAllEndpoint + ? "/data_sources/all?include_relationships=true" + : `/data_sources${projectParam}&include_relationships=true`, + fetchOptions, + ), + restFetch( + apiBaseUrl, + useAllEndpoint + ? "/saved_datasets/all?include_relationships=true" + : `/saved_datasets${projectParam}&include_relationships=true`, + fetchOptions, + ), + restFetch(apiBaseUrl, "/projects", fetchOptions), + ]); + + const entities = entitiesResp.entities || []; + const allFeatureViews = featureViewsResp.featureViews || []; + const featureServices = featureServicesResp.featureServices || []; + const dataSources = dataSourcesResp.dataSources || []; + const savedDatasets = savedDatasetsResp.savedDatasets || []; + const projects = projectsResp.projects || []; + + const featureViews: any[] = []; + const onDemandFeatureViews: any[] = []; + const streamFeatureViews: any[] = []; + + for (const fv of allFeatureViews) { + const fvType = fv.type; + if (fvType === "onDemandFeatureView") { + onDemandFeatureViews.push(fv); + } else if (fvType === "streamFeatureView") { + streamFeatureViews.push(fv); + } else { + featureViews.push(fv); + } + } + + const objects: any = { + entities, + featureViews, + onDemandFeatureViews, + streamFeatureViews, + featureServices, + dataSources, + savedDatasets, + projects, + }; + + return assembleFeatureStoreData(objects, projectName); +}; - let projectDescription = undefined; +// --------------------------------------------------------------------------- +// Public hook +// --------------------------------------------------------------------------- - // Find project description from the projects array - if (projectName === "all") { - projectDescription = "View data across all projects"; - } else if (objects.projects && objects.projects.length > 0) { - const currentProject = objects.projects.find( - (p: any) => p?.spec?.name === resolvedProjectName, - ); - if (currentProject?.spec) { - projectDescription = currentProject.spec.description; - } - } +const useLoadRegistry = (url: string, projectName?: string) => { + const { fetchOptions } = useDataMode(); - return { - project: resolvedProjectName, - description: projectDescription, - objects, - mergedFVMap, - mergedFVList, - relationships, - indirectRelationships, - allFeatures, - permissions: - objects.permissions && objects.permissions.length > 0 - ? objects.permissions - : [ - { - spec: { - name: "zipcode-features-reader", - types: [2], // FeatureView - name_patterns: ["zipcode_features"], - policy: { roles: ["analyst", "data_scientist"] }, - actions: [1, 4, 5], // DESCRIBE, READ_ONLINE, READ_OFFLINE - }, - }, - { - spec: { - name: "zipcode-source-writer", - types: [7], // FileSource - name_patterns: ["zipcode"], - policy: { roles: ["admin", "data_engineer"] }, - actions: [0, 2, 7], // CREATE, UPDATE, WRITE_OFFLINE - }, - }, - { - spec: { - name: "credit-score-v1-reader", - types: [6], // FeatureService - name_patterns: ["credit_score_v1"], - policy: { roles: ["model_user", "data_scientist"] }, - actions: [1, 4], // DESCRIBE, READ_ONLINE - }, - }, - { - spec: { - name: "risky-features-reader", - types: [2, 6], // FeatureView, FeatureService - name_patterns: [], - required_tags: { stage: "prod" }, - policy: { roles: ["trusted_analyst"] }, - actions: [5], // READ_OFFLINE - }, - }, - ], - }; - }); - }, + return useQuery( + ["registry-rest-bulk", url, projectName || "all"], + () => fetchREST(url, projectName, fetchOptions), { - staleTime: Infinity, // Given that we are reading from a registry dump, this seems reasonable for now. + staleTime: 30_000, + enabled: !!url, }, ); }; diff --git a/ui/src/queries/useResourceQuery.ts b/ui/src/queries/useResourceQuery.ts new file mode 100644 index 00000000000..3047f50af46 --- /dev/null +++ b/ui/src/queries/useResourceQuery.ts @@ -0,0 +1,193 @@ +import { useContext } from "react"; +import { useQuery, UseQueryResult } from "react-query"; +import RegistryPathContext from "../contexts/RegistryPathContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; +import { FEAST_FV_TYPES, genericFVType } from "../parsers/mergedFVTypes"; + +interface ResourceQueryOptions { + resourceType: string; + project?: string; + restPath: string; + restSelect?: (data: any) => T | undefined; + enabled?: boolean; +} + +/** + * Generic hook for fetching a specific resource slice via REST API. + * + * Each caller fires its own lightweight endpoint request, and react-query + * deduplicates identical keys automatically. + */ +function useResourceQuery({ + resourceType, + project, + restPath, + restSelect, + enabled = true, +}: ResourceQueryOptions): UseQueryResult { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + return useQuery( + ["rest", resourceType, registryUrl, project || "all"], + () => restFetch(registryUrl, restPath, fetchOptions), + { + enabled: !!registryUrl && enabled, + staleTime: 30_000, + select: restSelect, + }, + ); +} + +// --------------------------------------------------------------------------- +// REST endpoint path builders +// --------------------------------------------------------------------------- + +function entityListPath(project?: string): string { + if (project && project !== "all") { + return `/entities?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/entities/all?limit=100&include_relationships=true"; +} + +function entityDetailPath(name: string, project: string): string { + return `/entities/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function featureViewListPath(project?: string): string { + if (project && project !== "all") { + return `/feature_views?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/feature_views/all?limit=100&include_relationships=true"; +} + +function featureViewDetailPath(name: string, project: string): string { + return `/feature_views/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function featureServiceListPath(project?: string): string { + if (project && project !== "all") { + return `/feature_services?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/feature_services/all?limit=100&include_relationships=true"; +} + +function featureServiceDetailPath(name: string, project: string): string { + return `/feature_services/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function dataSourceListPath(project?: string): string { + if (project && project !== "all") { + return `/data_sources?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/data_sources/all?limit=100&include_relationships=true"; +} + +function dataSourceDetailPath(name: string, project: string): string { + return `/data_sources/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function savedDatasetListPath(project?: string): string { + if (project && project !== "all") { + return `/saved_datasets?project=${encodeURIComponent(project)}`; + } + return "/saved_datasets/all?limit=100"; +} + +function savedDatasetDetailPath(name: string, project: string): string { + return `/saved_datasets/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}`; +} + +function featuresListPath(project?: string): string { + if (project && project !== "all") { + return `/features?project=${encodeURIComponent(project)}`; + } + return "/features/all?limit=100"; +} + +function featureDetailPath( + featureViewName: string, + featureName: string, + project: string, +): string { + return `/features/${encodeURIComponent(featureViewName)}/${encodeURIComponent(featureName)}?project=${encodeURIComponent(project)}`; +} + +// --------------------------------------------------------------------------- +// REST response → mergedFVList converter +// --------------------------------------------------------------------------- + +function restFeatureViewsToMergedList(resp: any): genericFVType[] { + const featureViews = resp?.featureViews || []; + return featureViews.map((fv: any) => { + const fvType = fv.type; + if (fvType === "onDemandFeatureView") { + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.ondemand, + features: fv.spec?.features || [], + object: fv, + }; + } + if (fvType === "streamFeatureView") { + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.stream, + features: fv.spec?.features || [], + object: fv, + }; + } + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.regular, + features: fv.spec?.features || [], + object: fv, + }; + }); +} + +function restFeatureViewDetailToGeneric(resp: any): genericFVType | undefined { + if (!resp || !resp.spec) return undefined; + const fvType = resp.type; + if (fvType === "onDemandFeatureView") { + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.ondemand, + features: resp.spec.features || [], + object: resp, + }; + } + if (fvType === "streamFeatureView") { + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.stream, + features: resp.spec.features || [], + object: resp, + }; + } + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.regular, + features: resp.spec.features || [], + object: resp, + }; +} + +export default useResourceQuery; +export { + entityListPath, + entityDetailPath, + featureViewListPath, + featureViewDetailPath, + featureServiceListPath, + featureServiceDetailPath, + dataSourceListPath, + dataSourceDetailPath, + savedDatasetListPath, + savedDatasetDetailPath, + featuresListPath, + featureDetailPath, + restFeatureViewsToMergedList, + restFeatureViewDetailToGeneric, +};