feat: Add enabled/disabled toggle for feature views by rpathade · Pull Request #6401 · feast-dev/feast

rpathade · 2026-05-13T06:31:31Z

What this PR does / why we need it

Adds a lifecycle state machine and enabled/disabled toggle for feature views:

Lifecycle State: CREATED → GENERATED → MATERIALIZING → AVAILABLE_ONLINE tracks feature views from registration through materialization
Operational Status: ENABLED / DISABLED toggle controls serving and materialization
Serving rule: Features served online only if state == AVAILABLE_ONLINE AND enabled == True

Which issue(s) this PR fixes

Closes #6331

Checks

I've made sure the tests are passing.
My commits are signed off (git commit -s)
My PR title follows conventional commits format

Testing Strategy

Unit tests
Integration tests
Manual tests
Testing is not required for this change

ntkathole · 2026-05-19T11:40:41Z

+        if hasattr(existing_proto.meta, "state") and hasattr(updated_fv, "state"):
+            state_val = getattr(updated_fv, "state")
+            if isinstance(state_val, FeatureViewState):
+                existing_proto.meta.state = state_val.to_proto()


Every feast apply resets all feature views back to CREATED, even if they were already AVAILABLE_ONLINE

both feast apply paths now preserve the existing state from the registry instead of overwriting it with the default STATE_UNSPECIFIED. Works across all registry backends.

ntkathole · 2026-05-19T11:45:46Z

+        print(f"Feature view '{name}' is already in state {new_state.name}.")
+        return
+
+    fv.state = new_state


I think this needs validation, It's better to add Valid transitions maps so that user is not able to bypass or skip some state

Added _VALID_STATE_TRANSITIONS map and can_transition_to() validation in the set-state command. Invalid transitions are now rejected with a message showing allowed transitions.

ntkathole · 2026-05-19T11:50:16Z

                    (start_date, end_date)
                )
                existing_feature_view.last_updated_timestamp = _utc_now()
+                # Transition state to AVAILABLE_ONLINE after materialization.


We are trying to set AVAILABLE_ONLINE state at multiple places, either we should set this state in feature_store.py or registry.py. Since _materialize_single_feature_view sets state to AVAILABLE_ONLINE and then calls registry.apply_materialization which also sets it to AVAILABLE_ONLINE, this is redundant.

Removed the duplicate from feature_store.py.

ntkathole · 2026-05-20T06:59:07Z

                end_date = utils.make_tzaware(end_date) or _utc_now()

+                # Transition state to MATERIALIZING before starting.
+                previous_state = getattr(feature_view, "state", None)


Similar to cli, can_transition_to() check can be enforced here as well

Added can_transition_to() check in both materialization paths, guarded with state != STATE_UNSPECIFIED for backward compatibility.

ntkathole · 2026-05-20T07:00:40Z

+        fv = store.registry.get_any_feature_view(name, store.project)
+    except FeastObjectNotFoundException as e:
+        print(e)
+        exit(1)


Use sys.exit(1) or ctx.exit(1) instead

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…+ join nodes (feast-dev#6395) * fix: Apply field mapping to join keys in local compute engine nodes When a batch source defines a `field_mapping` that renames an entity join key (e.g. `USERID` -> `user_id`), the source-read node renames the columns on the pulled Arrow table to their mapped names. Downstream `LocalDedupNode` and `LocalJoinNode` then look up the *pre-mapping* names from `column_info.join_keys`, which raises `KeyError: Index(['USERID'])` during materialization (or returns an empty join). Add a `join_keys_columns` property on `ColumnInfo` that mirrors the existing `timestamp_column` / `created_timestamp_column` properties — returning join keys translated through `field_mapping` — and use it from the dedup and join nodes. Fixes feast-dev#5942. Signed-off-by: 1fanwang <1fannnw@gmail.com> * test: also cover LocalJoinNode field_mapping case Signed-off-by: 1fanwang <1fannnw@gmail.com> --------- Signed-off-by: 1fanwang <1fannnw@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…east-dev#6354) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…e examples Signed-off-by: jvincent-mongodb <jeffrey.vincent@mongodb.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

The requested_features parameter was accepted by online_read and online_read_async but never used -- DynamoDB always fetched all features stored in the values map regardless. Add a ProjectionExpression to BatchGetItem requests when requested_features is provided, reducing data transfer, latency, and read costs. Fixes feast-dev#6058 Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

The return dict contains both str and Dict[str, str] values, so the return type must be Dict[str, Any] not Dict[str, str]. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…te_batch When pushing features with array/list types (e.g. STRING_LIST) to BigQuery via offline_write_batch, the data arrives as empty arrays because BigQuery's parquet loader does not infer list structure by default. Set parquet_options.enable_list_inference = True on the LoadJobConfig so array columns are written correctly. Fixes feast-dev#5845 Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…ev#6381) * fix(trino): Clean up temporary entity tables after retrieval TrinoOfflineStore.get_historical_features() creates a temporary table for the entity DataFrame but never drops it, leaking tables indefinitely. Apply the same context manager pattern used by BigQuery, Redshift, and Athena offline stores: wrap the query in a generator that issues DROP TABLE IF EXISTS in a finally block. Fixes feast-dev#6306 Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix: sort imports for ruff compliance Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix: decouple temp table cleanup from query access Avoid dropping the temporary entity table on to_sql() calls. Previously, every method used a context manager that dropped the table on exit, so calling to_sql() before to_df() would destroy the table and cause subsequent queries to fail. Now the query is stored as a plain string and cleanup is handled by a dedicated _drop_temp_table() method called only after query execution (to_df, to_trino). A __del__ fallback ensures cleanup if execution methods are never called. The _cleaned_up flag makes the drop idempotent. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> --------- Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…6362) * feat(bigquery): Support DATE-type event timestamp columns When the event_timestamp column in BigQuery is a DATE type, the generated SQL wraps comparison values in TIMESTAMP(), causing a type mismatch error. This adds a timestamp_field_type parameter to BigQuerySource that, when set to "DATE", generates DATE() comparisons instead. Closes feast-dev#2530 (part 2) Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix(bigquery): Use protobuf 4.25.x compatible generated code The proto files were regenerated with protobuf 6.31.1 / grpcio-tools 1.80.0, which imports runtime_version -- a module that does not exist in protobuf 4.25.x used by the project. Revert generated code to 4.25.1 format while keeping the new timestamp_field_type field. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix(bigquery): Add Literal type annotation for cast_style Mypy infers str from the ternary expression; annotate with the exact Literal union so the call to get_timestamp_filter_sql passes type checking. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix: Make timestamp_field_type default to None in FeatureViewQueryContext Callers that do not use DATE-typed timestamp fields (e.g. Spark offline store tests) should not be forced to pass timestamp_field_type. Adding a default keeps the new field backward-compatible. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix: Keep timestamp_field_type required in FeatureViewQueryContext A default value on timestamp_field_type breaks the SparkFeatureViewQueryContext subclass because its non-default fields (min_date_partition, max_date_partition) would follow a field with a default. Instead, keep it required and update the Spark test to pass it. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> * fix: regenerate protos matching upstream mypy-protobuf style Reset all non-DataSource generated files to match master. Only DataSource_pb2.py and DataSource_pb2.pyi contain our timestamp_field_type additions (field 28). The .pyi stub is hand-edited to match the existing import style used on master. Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> --------- Signed-off-by: Jonathan Wrede <wrede.jonathan00@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Mount the existing REST registry routers under /registry on the feature server so that fastapi_mcp automatically exposes registry introspection (list/get for entities, feature views, data sources, feature services, permissions, projects, saved datasets, lineage, search) as MCP tools. The RegistryServer is created in-process from store.registry — no external registry server is required. Auth is enforced via inject_user_details on every mounted router. Made-with: Cursor Signed-off-by: Chaitany patel <patelchaitany93@gmail.com> Made-with: Cursor Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…elds Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…chine to be opt-in Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…egistry Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Co-authored-by: Nikhil Kathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

…nabled-disabled-v2 Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

ntkathole · 2026-05-21T07:29:23Z

@rpathade Code looks good, but I see couple of gaps in overall feature:

No documentation added
No programmatic store.enable_feature_view() / store.disable_feature_view() methods, first-class method on FeatureStore would be cleaner.

store.enable_feature_view("my_view")
store.disable_feature_view("my_view")
store.set_feature_view_state("my_view", FeatureViewState.GENERATED)

feast feature-views describe doesn't show enabled/state.
No commands under on-demand-feature-views or stream-feature-views. The enable/disable/set-state commands only live under feast feature-views.
No support in REST/gRPC server apis
No UI support added

Let me know if you would like to handle it all or some of them in same PR or different one.

rpathade · 2026-05-21T07:53:35Z

@rpathade Code looks good, but I see couple of gaps in overall feature:

No documentation added

No programmatic store.enable_feature_view() / store.disable_feature_view() methods, first-class method on FeatureStore would be cleaner.
store.enable_feature_view("my_view")
store.disable_feature_view("my_view")
store.set_feature_view_state("my_view", FeatureViewState.GENERATED)
feast feature-views describe doesn't show enabled/state.

No commands under on-demand-feature-views or stream-feature-views. The enable/disable/set-state commands only live under feast feature-views.

No support in REST/gRPC server apis

No UI support added

Let me know if you would like to handle it all or some of them in same PR or different one.

Thanks for the review! I think it makes sense to handle these incrementally:

This PR:

Add store.enable_feature_view() / store.disable_feature_view() / store.set_feature_view_state() methods on FeatureStore
Update feast feature-views describe to show enabled/state

Follow-up PRs:

Extend enable/disable/set-state support to on-demand-feature-views, stream-feature-views, and the REST/gRPC APIs
Add UI support and documentation

If this plan works for you, happy to create the follow-up issues and resolve them.

ntkathole · 2026-05-21T08:06:29Z

@rpathade Sounds good!

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

… to follow-up PR) Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

ntkathole · 2026-05-22T11:30:15Z

@rpathade please resolve the conflicts, and rebase, then will get it merged

…nabled-disabled-v2 Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com> # Conflicts: # sdk/python/feast/feature_view.py # sdk/python/feast/on_demand_feature_view.py # sdk/python/feast/stream_feature_view.py

ntkathole

Thank you @rpathade

# [0.64.0](v0.63.0...v0.64.0) (2026-06-13) ### Bug Fixes * Add async_supported property to RedisOnlineStore ([9b088fe](9b088fe)) * Add missing feast init templates to operator CRD and enhance persistence documentation ([1941d4d](1941d4d)) * Allow to publish from reference branch ([5458ec8](5458ec8)) * API calls list ([4203eb7](4203eb7)) * **bigquery:** Enable list inference for parquet loads in offline_write_batch ([9243497](9243497)), closes [#5845](#5845) * Bump grpcio dependencies ([07b4782](07b4782)) * **compute-engine/local:** Honor field_mapping on join keys in dedup + join nodes ([#6395](#6395)) ([bd01824](bd01824)) * **dynamodb:** Avoid tag race condition by using diff-based tag updates ([#6479](#6479)) ([bad2b7d](bad2b7d)), closes [#6418](#6418) * **dynamodb:** Fix mypy type for _build_projection_expression return ([217b4da](217b4da)) * Fix intermittent async test failures for DynamoDB and Redis ([63c5eb1](63c5eb1)) * Fix mongodb blog title ([57d28d4](57d28d4)) * Fix shared SQL registry crash - avoid unnecessary UDF deserialization in proto cache building ([ac588d7](ac588d7)) * Fix SparkRetrievalJob.persist() failing for SparkSource ([209d7cd](209d7cd)) * Fixed formatting and image for mongo blog ([#6377](#6377)) ([f8389fb](f8389fb)) * Fixes for ray source ([7f592a4](7f592a4)) * **go:** skip registry refresh when cache_ttl_seconds <= 0 ([97ed40c](97ed40c)) * Handle array of strings columns in Athena materialization ([#6324](#6324)) ([4ed0278](4ed0278)) * make milvus VARCHAR max_length configurable, remove hardcoded 512 limit ([3b98c22](3b98c22)) * **operator:** Set appProtocol: grpc on registry gRPC Service ([#6367](#6367)) ([c9ae2b4](c9ae2b4)) * PyJWT 2.10+ added validation that rejects empty HMAC keys ([e756ffe](e756ffe)) * RemoteOnlineStore sends all features in a single HTTP request ([8f187dd](8f187dd)) * Remove registry proto dump to enforce RBAC and add permission checks to Commit/Refresh RPCs ([328431f](328431f)) * Remove selector migration job - no longer needed ([51c325e](51c325e)) * replace broken .claude skill symlink with correct relative path ([4541690](4541690)) * Replace selector label strip patch with migration Job for upgrade-safe selector uniqueness ([00dea50](00dea50)) * Scope feature view name conflict check to current project in file-based registry ([#6369](#6369)) ([a4fde83](a4fde83)), closes [#6209](#6209) * **snowflake:** Stop double-quoting connection identifiers ([#6462](#6462)) ([e914d59](e914d59)) * **spark:** S3/GCS PyArrow filesystem resolution for staging paths ([#6442](#6442)) ([ae50414](ae50414)) * **trino:** Clean up temporary entity tables after retrieval ([#6381](#6381)) ([d86b13d](d86b13d)), closes [#6306](#6306) * Update go-feature-server base image to Go 1.25 and fix operator Dockerfile COPY permissions ([86ef0bc](86ef0bc)) ### Features * [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLI ([#6202](#6202)) ([5458c37](5458c37)) * Add apache flink compute engine ([#6476](#6476)) ([9636d6a](9636d6a)) * Add demo noteboooks for users ([e362173](e362173)) * Add enabled/disabled toggle for feature views ([#6401](#6401)) ([5f1fa0d](5f1fa0d)), closes [#6395](#6395) * Add Label View to init template ([ec272d5](ec272d5)) * Add mTLS support to remote registry gRPC client ([#6474](#6474)) ([c9602d8](c9602d8)) * Add Prometheus gauges for FeatureStore installation telemetry ([#6354](#6354)) ([1b681b7](1b681b7)) * Adds registry REST API endpoints for managing entities, data sources, and feature views ([#6413](#6413)) ([f77bd1d](f77bd1d)) * Allow CRUD on entities, data sources, and feature views from UI ([#6412](#6412)) ([2321c07](2321c07)) * Allow default openlineage configuration ([#6467](#6467)) ([276b6df](276b6df)) * **bigquery:** Support DATE-type event timestamp columns ([#6362](#6362)) ([753dee5](753dee5)), closes [#2530](#2530) * **cli:** Add `feast projects delete` command (closes [#5095](#5095)) ([#6318](#6318)) ([1a4b96c](1a4b96c)) * Data Quality Monitoring added in feast UI ([#6422](#6422)) ([fa271be](fa271be)) * **dynamodb:** Use ProjectionExpression when requested_features is set ([0adc906](0adc906)), closes [#6058](#6058) * Enhance DataSource and FeatureView modals with error handling and submission states ([96d7169](96d7169)) * Expose registry endpoints on feature server for MCP access ([f77981c](f77981c)) * Feast First-Class LabelView Implementation ([#6292](#6292)) ([c0e7e5d](c0e7e5d)) * Feast-MLflow Integration ([#6235](#6235)) ([7279c75](7279c75)) * Operational metrics for offline store and SOX metrics for both ([#6340](#6340)) ([65b1b80](65b1b80)) * Pre-compute feature service ([8011550](8011550)) * REST API-backed UI for RBAC compatibility and per-page lazy loading ([#6414](#6414)) ([6ae80af](6ae80af)) * Support non-string map key types ([#6382](#6382)) ([#6383](#6383)) ([728aa2e](728aa2e)) * Update FeatureStore CRD with DRA Fields ([01241e4](01241e4)) ### Performance Improvements * Cache feature view resolution in get_online_features to reduce per-request overhead ([55c2f18](55c2f18)) * Optimize feature serving latency with batched async Redis, cached checks fix ([103809a](103809a)) * Replace MessageToDict with optimized custom dict builder ([#6015](#6015)) ([9902064](9902064))

rpathade force-pushed the feat/feature-view-enabled-disabled-v2 branch from f74306c to 4685564 Compare May 16, 2026 17:57

rpathade marked this pull request as ready for review May 16, 2026 18:52

rpathade requested a review from a team as a code owner May 16, 2026 18:52

franciscojavierarceo approved these changes May 16, 2026

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franciscojavierarceo added the ok-to-test label May 16, 2026

ntkathole reviewed May 19, 2026

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ntkathole reviewed May 20, 2026

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ntkathole reviewed May 20, 2026

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rpathade marked this pull request as draft May 21, 2026 02:20

rpathade and others added 9 commits May 20, 2026 20:36

feat: Add enabled/disabled toggle for feature views

85a18dc

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

feat: Add demo noteboooks for users

5e98c7f

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

feat: Add CLI enable/disable commands and registry metadata support

f735cd2

Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

Added features

426ae09

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feat: Add Prometheus gauges for FeatureStore installation telemetry (f…

5b94d4d

…east-dev#6354) Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

docs: Rename Atlas Vector Search to MongoDB Vector Search and fix cod…

b5297b8

…e examples Signed-off-by: jvincent-mongodb <jeffrey.vincent@mongodb.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

rpathade force-pushed the feat/feature-view-enabled-disabled-v2 branch from c050656 to 86e81b8 Compare May 21, 2026 03:36

Jwrede and others added 7 commits May 20, 2026 20:37

fix: Fixes for ray source

5e69e5f

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

fix: Revert state propagation to always update in _update_metadata_fi…

e9791b0

…elds Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

fix: Recompile protos for protobuf 4.x compatibility and fix state ma…

f7fd0f8

…chine to be opt-in Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

rpathade and others added 8 commits May 20, 2026 20:37

feat: Add unit tests for state machine and clean up lazy imports in r…

a4f7ab8

…egistry Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

fix: Address review comments for feature view state management

3aa8778

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fix: Resolve integration test failures in apply loop

e626433

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fix: Resolve integration test failures in apply loop

8130b63

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Apply suggestion from @ntkathole

2b54bd0

Co-authored-by: Nikhil Kathole <nikhilkathole2683@gmail.com> Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

fix: Resolve review comments for feature_store

cb33b6d

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fix: Resolve review comments for feature_views.py

f3b94eb

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Merge branch 'master' into feat/feature-view-enabled-disabled-v2

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rpathade force-pushed the feat/feature-view-enabled-disabled-v2 branch from 86e81b8 to a4c85dc Compare May 21, 2026 03:40

Merge remote-tracking branch 'origin/master' into feat/feature-view-e…

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…nabled-disabled-v2 Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

rpathade marked this pull request as ready for review May 21, 2026 04:12

rpathade and others added 2 commits May 21, 2026 18:51

feat: Add FeatureStore methods and update describe for enabled/state

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Merge branch 'master' into feat/feature-view-enabled-disabled-v2

a3f65b0

This was referenced May 22, 2026

Extend enable/disable/set-state to all feature view types and REST/gRPC APIs #6429

Open

feat: Extend enable/disable/set-state to all feature view types and REST APIs #6431

Open

rpathade added 2 commits May 22, 2026 02:41

fix: Add type: ignore comments for mypy on BaseFeatureView attr access

efd41a6

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fix: Remove REST API endpoints for enable/disable/set-state (deferred…

436a712

… to follow-up PR) Signed-off-by: RutujaPathade <73137503+RutujaPathade@users.noreply.github.com>

rpathade marked this pull request as draft May 22, 2026 18:09

rpathade marked this pull request as ready for review May 22, 2026 18:48

ntkathole approved these changes May 23, 2026

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ntkathole merged commit 5f1fa0d into feast-dev:master May 23, 2026
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rpathade commented May 13, 2026 •

edited

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rpathade commented May 21, 2026 •

edited

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