Tags from feast

v0.66.0

2026-08-21T03:31:12Z

chore(release): release 0.66.0

# [0.66.0](v0.65.0...v0.66.0) (2026-08-21)

### Bug Fixes

* Add connection pre-warming for DynamoDB async client ([89240fa](89240fa)), closes [#6060](#6060)
* Add remote registry client extra ([#6697](#6697)) ([b8dfcb0](b8dfcb0))
* Address review feedback on FIPS cipher suite configuration ([4a35fba](4a35fba))
* Allow remote-registry first apply for new projects ([39d408d](39d408d))
* Avoid importing feast.feature_store at mcp_server import time ([ddb2e9a](ddb2e9a))
* Bump pymssql to >=2.3.6 for macOS arm64 wheel support ([181eb35](181eb35)), closes [#5636](#5636) [#5193](#5193) [#5636](#5636)
* Call ApplySavedDataset RPC instead of ApplyFeatureService in RemoteRegistry.apply_saved_dataset() ([934d341](934d341))
* Catch missing dbt parser dependency in dbt CLI commands ([#6534](#6534)) ([3c2ae3c](3c2ae3c))
* Default authentication to kubernetes auth ([6a4690a](6a4690a))
* Defer feature-freshness thread to post-fork to avoid Gunicorn deadlock ([#6648](#6648)) ([104ad10](104ad10)), closes [#6647](#6647)
* Do not pass undeclared feature view columns to ODFV UDFs ([#6527](#6527)) ([75b9463](75b9463))
* downgrade mcp pin to 1.29.0 and fix CI lockfiles and unit tests ([98e5bca](98e5bca)), closes [#6706](#6706)
* Feast apply silently ignoring ttl updates to None or timedelta(0) ([#6709](#6709)) ([97b0f25](97b0f25)), closes [#6703](#6703)
* Fix mypy TorchTensor type alias error ([#6712](#6712)) ([34de6fa](34de6fa)), closes [#5563](#5563)
* Fixed data source creation form gaps ([5d0f7d6](5d0f7d6))
* Handle parameterized and complex Trino types in type map ([326554d](326554d))
* Isolate default user permissions ([e37adbf](e37adbf))
* Isolate projection join key maps ([d1c709d](d1c709d))
* Map Postgres real to FLOAT instead of DOUBLE ([62db435](62db435))
* Merge shared ODFV source projections in feature resolution ([d269946](d269946)), closes [#6621](#6621)
* More exhaustive athena types ([a9aaefc](a9aaefc))
* Normalize SQL registry read_path to the psycopg3 driver like path ([#6644](#6644)) ([996c6ea](996c6ea)), closes [#6643](#6643)
* **operator:** add spec.services.onlineStore.disabled to opt out of the online store ([d81d4e3](d81d4e3)), closes [#6586](#6586)
* Preinstall DuckDB delta extension for tests ([fd4d49d](fd4d49d)), closes [#6743](#6743)
* Preserve event-time ordering within Redis online_write_batch ([40fb788](40fb788)), closes [#5163](#5163)
* Prevent mutation of cached feature resolution results ([ea17419](ea17419))
* Remote feastRef FeatureStore fails first apply for a new feastProject ([9affee5](9affee5))
* Remove inert subjectaccessreviews and reorganize RBAC rules ([f771ea4](f771ea4))
* Report single-feature-view spark_application materialization success ([a9219d9](a9219d9)), closes [#6673](#6673)
* Reset the global security manager after the permissions fixture ([7667215](7667215))
* Resolve kserve with pip --dry-run instead of installing it ([01da132](01da132)), closes [#6732](#6732)
* Resolve write_to_offline_store feature view with a single registry lookup ([a42dc85](a42dc85)), closes [#4235](#4235)
* Return False from __eq__ on cross-type comparison ([#6637](#6637)) ([0f149a9](0f149a9)), closes [#6636](#6636)
* Reuse IdP-issued client tokens until near expiry ([602d752](602d752))
* Reuse the OIDC JWKS client across requests ([#6683](#6683)) ([a1e6fc2](a1e6fc2))
* Separate CronJob and feature-server ServiceAccounts ([398f643](398f643))
* Serialize UnixTimestamp proto values as raw int64 in remote online store transport ([1e7134f](1e7134f))
* Set FIPS cipher suites before pyarrow.flight import to prevent crash on IBM Power ([979b82a](979b82a))
* Support Entra ID (Azure AD) token claims in OIDC auth ([#6631](#6631)) ([f843c63](f843c63))
* UDF/ODFV source rehydrate (+ Postgres / online cache) ([#6655](#6655)) ([5fd7af7](5fd7af7))
* Updated projects-list.json in order to display newly added projects ([#6657](#6657)) ([3a6a103](3a6a103))
* Use correct image name in multi-arch imagetools push step ([faf85e0](faf85e0))
* Use join keys instead of entity names in ODFV materialization ([#6645](#6645)) ([abffebc](abffebc)), closes [#5965](#5965)
* use matching proto class per feature view list in SqliteOnlineStore.plan() ([adb8c1c](adb8c1c)), closes [#6658](#6658)
* Widen Athena integer type mapping for unsigned ints ([3425783](3425783))

### Features

* Add ConnectionRef to DataSource for pluggable external credential resolution ([28bde01](28bde01))
* Add Feature Service Create in UI ([0399380](0399380))
* Add hybrid to ValidOfflineStoreDBStorePersistenceTypes for HybridOfflineStore support ([#6707](#6707)) ([310ab51](310ab51)), closes [#6701](#6701)
* Add MLflow integration support to Feast operator ([#6611](#6611)) ([52999f1](52999f1))
* Add opt-in filter_by_created_timestamp cutoff to get_historical_features ([#6617](#6617)) ([79b33ce](79b33ce)), closes [#6615](#6615)
* Add optional OIDC token audience and issuer verification ([#6670](#6670)) ([ef307c6](ef307c6))
* Add packaged feature repository support to Feast Operator ([8112b1e](8112b1e)), closes [#6598](#6598)
* add plan() support to DynamoDBOnlineStore ([51ce982](51ce982)), closes [#6658](#6658) [#6659](#6659)
* Added optional namespace/colleciton to datasets ([165fcf2](165fcf2))
* Added SQL registry schema_mode and registry create command ([#6704](#6704)) ([037c4cd](037c4cd))
* Allow users to have protected project on shared registry ([f9923bc](f9923bc))
* Apply Intermediate TLS defaults on API fallback and handle transient errors ([#6587](#6587)) ([43ae993](43ae993))
* **cli:** Updated feast init demo by adding rag template ([#5946](#5946)) ([c8628eb](c8628eb)), closes [#5264](#5264)
* Expose the OIDC JWKS tunables through the operator ([#6690](#6690)) ([fef4e78](fef4e78)), closes [#6683](#6683)
* Making feast vector store with open ai search api compatible ([#6121](#6121)) ([54da19a](54da19a))
* Multi-arch publish for feast operator image ([b221036](b221036))
* OpenLineage lineage enhancements - full object coverage, richer UI, and API-level sync ([#6719](#6719)) ([120a868](120a868))
* **operator:** Add spec.services.initImage for init container image override ([#6598](#6598)) ([ca355cb](ca355cb))
* Pass optional OIDC audience and issuer through the operator ([#6677](#6677)) ([a13ed7b](a13ed7b)), closes [#6670](#6670)
* **server:** Remote Materialization ([#6649](#6649)) ([b7ae488](b7ae488)), closes [#4526](#4526)
* Support Lineage configs via operator ([bf1e54a](bf1e54a))
* Updated datasets UI to support grouping ([7ae64ec](7ae64ec))

v0.65.0

2026-07-20T13:28:11Z

chore(release): release 0.65.0

# [0.65.0](v0.64.0...v0.65.0) (2026-07-20)

### Bug Fixes

* add debug logging for FIPS mode detection fallback ([6c1b24e](6c1b24e))
* Build embedded UI from local source ([#6525](#6525)) ([3500349](3500349))
* Bump decommissioned Snowflake Python UDF runtime from 3.9 to 3.10 ([#6606](#6606)) ([#6608](#6608)) ([10341e4](10341e4))
* configure FIPS-compliant gRPC cipher suites for offline server ([6bc80a2](6bc80a2))
* Correct Flink PyArrow dependency constraints ([#6604](#6604)) ([70a9751](70a9751))
* Fix ValueError in signal handling for Trino worker threads ([#6428](#6428)) ([506d919](506d919))
* Fixed monitoring page issues ([7946018](7946018))
* Make pytest config compatible with newer pytest ([#5779](#5779)) ([a57ea33](a57ea33))
* Replace comma with space in DynamoDB-incompatible label tag value ([51e3a16](51e3a16))
* Resolve UI build warnings ([#6529](#6529)) ([abe92af](abe92af))
* Unblock nightly UI build ([#6570](#6570)) ([f296d4b](f296d4b))
* Use LONGBLOB for SQL registry proto columns on MySQL ([#6566](#6566)) ([7e4beb2](7e4beb2))

### Features

* Add click-to-zoom lightbox for blog post images ([#6575](#6575)) ([1cb23fd](1cb23fd))
* Add dark mode support to website and blog ([#6589](#6589)) ([7358fb8](7358fb8))
* Add OnlineStore for Aerospike ([#6532](#6532)) ([9cd35e1](9cd35e1))
* Add OpenLineage Consumer to Feast - receive, store, and visualize cross-producer lineage ([#6549](#6549)) ([a834126](a834126))
* Add registry list feature views by updated since ([#6092](#6092)) ([#6093](#6093)) ([006c606](006c606))
* Add ScyllaDB online store with vector search ([#6508](#6508)) ([1669661](1669661))
* Added compute and jobs UI ([ba2c05c](ba2c05c))
* Added Iceberg REST Catalog data source support ([e0a8573](e0a8573))
* Bring Your Own Spark - SparkApplication ([#6550](#6550)) ([dcd496f](dcd496f))
* **cassandra:** Add multi-DC support via per-datacenter execution profiles ([#6434](#6434)) ([0de9196](0de9196))
* Enhanced data source creation as a visual catalog with type-specific forms ([#6557](#6557)) ([d6acbba](d6acbba))
* Enhanced datasets UI functionality ([de11152](de11152))
* Implement RegistryServer.Proto RPC with RBAC-filtered response ([#6558](#6558)) ([#6552](#6552)) ([0d02614](0d02614))
* New zoned timestamp feature type ([#6536](#6536)) ([#6537](#6537)) ([eb042f0](eb042f0))
* **operator:** Auto-create RBAC for spark_application batch engine ([#6597](#6597)) ([f487b37](f487b37))
* **operator:** integrate cluster TLS profile for OCP 5.0 compliance ([43263a6](43263a6))
* Permissions CRUD UI and OIDC auth integration in UI ([6511da1](6511da1))
* Retrieve historical features from BigQuery without entity_df ([#6569](#6569)) ([cd5f6bb](cd5f6bb)), closes [#6558](#6558) [#6552](#6552)
* **spark:** SparkSource query+path and pre-computed offline read for BatchFeatureView ([#6440](#6440)) ([4dc8757](4dc8757))

### BREAKING CHANGES

* total_timeout_ms is renamed to batch_total_timeout_ms. Config files using the old name must be updated. No default value change.

Docs updated (reference + perf-tuning guide) with a short explainer on the per-attempt vs total deadline distinction. Two new unit tests pin the policy wiring: socket_timeout_ms propagates to all three scopes, and is omitted (not injected as None) when unset.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* refactor(aerospike): use MAP_KEY_ORDERED, KEY_DIGEST, and instance-scoped client

Cheap-win cleanups flagged in review, all touching the same small patch of write-path and lifecycle code.

* Map CDTs are now created with MAP_KEY_ORDERED. map_get_by_key / map_remove_by_key on an ordered map are O(log N) in the map size instead of O(N); matters on reads of wide feature views and on the update() background scan (which walks every record in the project's set).

* Writes drop POLICY_KEY_SEND and rely on the client default (POLICY_KEY_DIGEST). The serialized entity key is no longer stored alongside each record, saving per-record storage the read path never consumes (batch_operate preserves request order; results are paired back by zip in online_read).

* _client moves from a class attribute to an instance attribute (set in __init__). Previously two AerospikeOnlineStore instances could share the cached client through class state until one wrote self._client. With the instance attribute the state is always per-instance from construction.

* Drop MongoDB references from class docstrings and comments (they referred to how the storage layout was derived rather than documenting current behavior). Also rewrite the _build_batch_writes docstring to describe the policies applied on the write path.

Unit test assertions for the write-path record are updated: bw.policy is now None (client default applies) and map ops carry map_policy={'map_order': MAP_KEY_ORDERED}. All three docker-backed integration tests still pass end-to-end (cross-FV upsert, update() background scan, full feature-store round-trip), so the read/write shape survives the ordering and policy changes against a real server.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* feat(aerospike): add per-FV namespace/set overrides and prewriting hook

Adds three configuration knobs to AerospikeOnlineStoreConfig:

- namespace_overrides: pin individual feature views to a different
Aerospike namespace (e.g. RAM-only vs. SSD-backed) without splitting
the project across stores.
- set_overrides: place a feature view in its own set so admin ops on
it (truncate, scan-based deletes during `feast apply`) do not touch
records of other views.
- prewriting_hook: import-string-resolved callable invoked once per
online_write_batch with the rows about to be written, returning the
rows that actually go on the wire. Resolved and cached on first use;
returning [] short-circuits the wire call.

Read, write, update and teardown paths all honour the per-FV ns/set
resolution. update() groups dropped feature views by their resolved
(ns, set) pair and issues one background scan per group. teardown()
truncates every unique (ns, set) pair the project may have written to,
including the store-level default.

Adds 22 unit tests for the new behaviour and updates 3 existing call
sites of _build_batch_writes for the new namespace= parameter. Adds a
sample hook module under examples/online_store/aerospike_overrides_and_hooks/
and corresponding sections in docs/reference/online-stores/aerospike.md.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* test: update aerospike image tag

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* chore: sync README template and secrets baseline after master merge

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* chore: fix secrets baseline line number for v1 operator types

Adding aerospike to the feast-operator enum shifted the allowlisted
SecretRef entry in api/v1/featurestore_types.go by one line.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* docs: update aerospike docs

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* fix(aerospike): wire batch max_retries and fix empty projection handling

Copilot review feedback on PR #6532:

- Add max_retries to the batch client policy (batch_operate/batch_write path)
- Treat empty projected feature maps as present FV slots (is not None)
- Return {} from _normalize_projected_features([]) instead of None
- Fix projection unit test mock/assertions
- Correct prewriting_hook config docstring

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* style(aerospike): format online_read docs assignment for ruff

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* chore: update pixi.lock for aerospike optional extra

Regenerate the v6 lockfile with Pixi v0.63.1 after adding the aerospike extra to pyproject.toml.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

* fix(aerospike): add client init lock and batch chunking

Guard lazy client creation with a lock to avoid connection leaks under concurrent first use, and chunk batch reads/writes by batch_max_records so large materializations stay under Aerospike server batch limits.

Signed-off-by: Valentyn Kahamlyk <valentin.kagamlyk@gmail.com>

v0.64.0

2026-06-13T11:22:15Z

chore(release): release 0.64.0

# [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))

v0.63.0

2026-05-04T03:44:33Z

chore(release): release 0.63.0

# [0.63.0](v0.62.0...v0.63.0) (2026-05-04)

### Bug Fixes

* Add project filter to apply_data_source and delete_data_source (closes [#6206](#6206)) ([#6322](#6322)) ([96562c4](96562c4))
* Add project_id filter to SnowflakeRegistry UPDATE path ([#6243](#6243)) ([6658b71](6658b71)), closes [#6208](#6208) [#6208](#6208)
* Add subprocess timeouts to prevent test_e2e_local hanging on Dask atexit handler ([3de6556](3de6556))
* Ambiguous truth value of array during materialization ([#6259](#6259)) ([d0c8984](d0c8984))
* Auto-detect GCS/S3 registry store when registry is passed as string ([#6260](#6260)) ([7ebcf03](7ebcf03))
* **bigquery:** Prefer query over table in get_table_query_string ([#6360](#6360)) ([77ed779](77ed779)), closes [#6200](#6200)
* correct project_id scoping in get_user_metadata and delete_project ([0c469a7](0c469a7))
* disable Redis RDB persistence in test deployments ([44cd682](44cd682))
* Disable snowflake tests temporarily in CI ([#6356](#6356)) ([31d5a98](31d5a98))
* Filter empty SQL commands at execute_snowflake_statement call sites ([#6249](#6249)) ([92ffbb9](92ffbb9))
* Fix five bugs in milvus online store ([#6275](#6275)) ([212504b](212504b))
* Fix issue with apply feature view ([835cda8](835cda8))
* Fix streaming materialization for exotic sources with lazy UDF pipelines ([c07972d](c07972d))
* Handle missing features gracefully instead of panicking ([7d00b3a](7d00b3a))
* Harden informer cache with label selectors and memory optimizations ([#6242](#6242)) ([3f11356](3f11356))
* **helm:** Avoid nil pointer for metrics.enabled inside podAnnotations ([#6251](#6251)) ([c833f1a](c833f1a))
* Include git in feast server image ([fb03c46](fb03c46))
* Include StreamFeatureView in freshness metric ([#6269](#6269)) ([463f16c](463f16c))
* Pre-create S3A event log dir before SparkContext init ([#6317](#6317)) ([9feca77](9feca77))
* Remote Online Store Type Inference Error with All-NULL Columns ([#6063](#6063)) ([de67bdd](de67bdd))
* Remove selector with kustomize overlay using a JSON 6902 patch ([9107a43](9107a43))
* Resolve multiple bugs in SnowflakeRegistry and Snowflake connection handling ([#6315](#6315)) ([7e66a2e](7e66a2e))
* **spark:** BatchFeatureView with TransformationMode.PYTHON now reads all source columns ([a310eaf](a310eaf))
* **spark:** Use SELECT * when feature_name_columns is empty in pull_all_from_table_or_query ([e1b1d2d](e1b1d2d))
* Support pandas mode in feature builder and fix dask column extraction ([863315e](863315e))
* support SQL string as entity_df in RemoteOfflineStore.get_historical_features ([c559889](c559889))
* Wrap LocalOutputNode return value in ArrowTableValue for consist… ([#6286](#6286)) ([a16cd55](a16cd55))

### Features

* Add agent skills and Cursor/Claude rules for Feast development ([312eea3](312eea3))
* Add feature view versioning support to FAISS online store ([b36acb7](b36acb7))
* Add feature view versioning support to Redis and DynamoDB online stores ([#6257](#6257)) ([edf25af](edf25af)), closes [#6164](#6164) [#6163](#6163)
* Add optional 'org' in feature view ([#6288](#6288)) ([#6301](#6301)) ([608b105](608b105))
* Add RaySource, to_ray_dataset first-class method, docs, and tests ([1c98157](1c98157))
* Add TLS support for Go Feature Server ([#6229](#6229)) ([28a58d0](28a58d0))
* Add Vector Search support to MongoDBOnlineStore ([#6344](#6344)) ([c102738](c102738))
* Add versioning support to Milvus online store ([#6330](#6330)) ([3268ced](3268ced))
* Addresses performance issues in the Redis online store ([2e50da0](2e50da0))
* Allow to set gpu for ray ([5580ab4](5580ab4))
* Bump redis-py version cap from <5 to <8 ([#6339](#6339)) ([9538180](9538180))
* Expose feature_server, materialization, and openlineage configuration via FeatureStore CRD ([ec6ecfd](ec6ecfd))
* Make online_write_batch_size configurable in MaterializationConfig ([#6268](#6268)) ([d41becf](d41becf))
* Make udf optional if agg defined ([#5689](#5689)) ([#6328](#6328)) ([f630056](f630056))
* MongoDB offline store ([#6138](#6138)) ([8eebad7](8eebad7))
* Optional input_schema for ODFV ([#6308](#6308)) ([#6312](#6312)) ([f08b4e8](f08b4e8))
* Provision minimal TokenReview RBAC for OIDC auth and add SSL error logging in token parser ([#6240](#6240)) ([dca57e8](dca57e8))
* **spark:** Add compute-on-read support for BatchFeatureView in get_… ([#6357](#6357)) ([630d9f8](630d9f8))

v0.62.0

2026-04-08T14:26:38Z

chore(release): release 0.62.0

# [0.62.0](v0.61.0...v0.62.0) (2026-04-08)

### Bug Fixes

* Added missing jackc/pgx/v5 entries ([94ad0e7](94ad0e7))
* Fix missing error handling for resource_counts endpoint ([d9706ce](d9706ce))
* fix path feature_definitions.py ([7d7df68](7d7df68))
* Fix regstry Rest API tests intermittent failure ([d53a339](d53a339))
* Fixed intermittent failures in get_historical_features ([c335ec7](c335ec7))
* Fixed the intermittent FeatureViewNotFoundException ([661ecc7](661ecc7))
* Handle existing RBAC role gracefully in namespace registry ([b46a62b](b46a62b))
* Ignore ipynb files during apply ([#6151](#6151)) ([4ea123d](4ea123d))
* Mount TLS volumes for init container ([080a9b5](080a9b5))
* **postgres:** Use end_date in synthetic entity_df for non-entity retrieval ([#6110](#6110)) ([088a802](088a802)), closes [#6066](#6066)
* SSL/TLS mode by default for postgres connection ([4844488](4844488))
* Sync v0.61-branch so v0.61.0 tag is reachable from master ([af66878](af66878))

### Features

* Add Claude Code agent skills for Feast ([#6081](#6081)) ([1e5b60f](1e5b60f)), closes [#5976](#5976) [#6007](#6007)
* Add decimal to supported feature types ([#6029](#6029)) ([#6226](#6226)) ([cff6fbf](cff6fbf))
* Add feast apply init container to automate registry population on pod start ([#6106](#6106)) ([6b31a43](6b31a43))
* Add feature view versioning support to PostgreSQL and MySQL online stores ([#6193](#6193)) ([940e0f0](940e0f0)), closes [#6168](#6168) [#6169](#6169) [#2728](#2728)
* Add metadata statistics to registry api ([ef1d4fc](ef1d4fc))
* Add Oracle DB as Offline store in python sdk & operator ([#6017](#6017)) ([9d35368](9d35368))
* Add RBAC aggregation labels to FeatureStore ClusterRoles ([daf77c6](daf77c6))
* Add ServiceMonitor auto-generation for Prometheus discovery ([#6126](#6126)) ([56e6d21](56e6d21))
* Add typed_features field to grpc write request (([#6117](#6117)) ([#6118](#6118)) ([eeaa6db](eeaa6db)), closes [#6116](#6116)
* Add UUID and TIME_UUID as feature types ([#5885](#5885)) ([#5951](#5951)) ([5d6e311](5d6e311))
* Add version indicators to lineage graph nodes ([#6187](#6187)) ([73805d3](73805d3))
* Add version tracking to FeatureView ([#6101](#6101)) ([ed4a4f2](ed4a4f2))
* Added Agent skills for AI Agents ([#6007](#6007)) ([99008c8](99008c8))
* Added odfv transformations metrics ([8b5a526](8b5a526))
* Created DocEmbedder class ([#5973](#5973)) ([0719c06](0719c06))
* Extended OIDC support to extract groups & namespaces and token injection with multiple methods ([#6089](#6089)) ([7c04026](7c04026))
* Replace ORJSONResponse with Pydantic response models for faster JSON serialization ([65cf03c](65cf03c))
* Support distinct count aggregation [[#6116](#6116)] ([3639570](3639570))
* Support HTTP in MCP ([#6109](#6109)) ([e72b983](e72b983))
* Support nested collection types (Array/Set of Array/Set) ([#5947](#5947)) ([#6132](#6132)) ([ab61642](ab61642))
* Support podAnnotations on Deployment pod template ([1b3cdc1](1b3cdc1))
* Utilize date partition column in BigQuery ([#6076](#6076)) ([4ea9b32](4ea9b32))

### Performance Improvements

* Online feature response construction in a single pass over read rows ([113fb04](113fb04))

v0.61.0

2026-03-11T05:25:43Z

fix: Added missing jackc/pgx/v5 entries

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>

v0.60.0

2026-02-17T13:52:47Z

chore(release): release 0.60.0

# [0.60.0](v0.59.0...v0.60.0) (2026-02-17)

### Bug Fixes

* Added a flag to correctly download the go binaries ([0f77135](0f77135))
* Adds mapping of date Trino's type into string Feast's type ([531e839](531e839))
* **ci:** Use uv run for pytest in master_only benchmark step ([#5957](#5957)) ([5096010](5096010))
* Disable materialized odfvs for historical retrieval ([#5880](#5880)) ([739d28a](739d28a))
* Fix linting and formatting issues ([#5907](#5907)) ([42ca14a](42ca14a))
* Make timestamp field handling compatible with Athena V3 ([#5936](#5936)) ([e2bad34](e2bad34))
* Support pgvector under non-default schema ([#5970](#5970)) ([c636cd4](c636cd4))
* unit tests not running on main branch ([#5909](#5909)) ([62fe664](62fe664))
* Update java dep which blocking release ([#5903](#5903)) ([a5b8186](a5b8186))
* Update the dockerfile with golang 1.24.12. ([#5918](#5918)) ([be1b522](be1b522))
* Use context.Background() in client constructors ([#5897](#5897)) ([984f93a](984f93a))

### Features

* Add blog post for PyTorch ecosystem announcement ([#5906](#5906)) ([d2eb629](d2eb629))
* Add blog post on Feast dbt integration ([#5915](#5915)) ([b3c8138](b3c8138))
* Add DynamoDB in-place list update support for array-based features ([#5916](#5916)) ([aa5973f](aa5973f))
* Add HTTP connection pooling for remote online store client ([#5895](#5895)) ([e022bf8](e022bf8))
* Add integration tests for dbt import ([#5899](#5899)) ([a444692](a444692))
* Add lazy initialization and feature service caching ([#5924](#5924)) ([b37b7d0](b37b7d0))
* Add multiple entity support to dbt integration ([#5901](#5901)) ([05a4fb5](05a4fb5)), closes [#5872](#5872)
* Add PostgreSQL online store support for Go feature server ([#5963](#5963)) ([b8c6f3d](b8c6f3d))
* Add publish docker image of Go feature server. ([#5923](#5923)) ([759d8c6](759d8c6))
* Add Set as feature type ([#5888](#5888)) ([52458fc](52458fc))
* Added online server worker config support in operator ([#5926](#5926)) ([193c72a](193c72a))
* Added support for OpenLineage integration ([#5884](#5884)) ([df70d8d](df70d8d))
* Adjust ray offline store to support abfs(s) ADLS Azure Storage ([#5911](#5911)) ([d6c0b2d](d6c0b2d))
* Batch_engine config injection in feature_store.yaml through operator ([#5938](#5938)) ([455d56c](455d56c))
* Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](16696b8))
* **go:** Add MySQL registry store support for Go feature server ([#5933](#5933)) ([19f9bb8](19f9bb8))
* Improve local dev experience with file-aware hooks and auto parallelization ([#5956](#5956)) ([839b79e](839b79e))
* Modernize precommit hooks and optimize test performance ([#5929](#5929)) ([ea7d4fa](ea7d4fa))
* Optimize container infrastructure for production ([#5881](#5881)) ([5ebdac8](5ebdac8))
* Optimize DynamoDB online store for improved latency ([#5889](#5889)) ([fcc8274](fcc8274))

v0.59.0

2026-01-16T21:11:22Z

chore(release): release 0.59.0

# [0.59.0](v0.58.0...v0.59.0) (2026-01-16)

### Bug Fixes

* Add get_table_query_string_with_alias() for PostgreSQL subquery aliasing ([#5811](#5811)) ([11122ce](11122ce))
* Add hybrid online store to ONLINE_STORE_CLASS_FOR_TYPE mapping ([#5810](#5810)) ([678589b](678589b))
* Add possibility to overwrite send_receive_timeout for clickhouse offline store ([#5792](#5792)) ([59dbb33](59dbb33))
* Denial by default to all resources when no permissions set ([#5663](#5663)) ([1524f1c](1524f1c))
* Make operator include full OIDC secret in repo config ([#5676](#5676)) ([#5809](#5809)) ([a536bc2](a536bc2))
* Populate Postgres `registry.path` during `feast init` ([#5785](#5785)) ([f293ae8](f293ae8))
* **redis:** Preserve millisecond timestamp precision for Redis online store ([#5807](#5807)) ([9e3f213](9e3f213))
* Search API to return all matching tags in matched_tags field ([#5843](#5843)) ([de37f66](de37f66))
* Spark Materialization Engine Cannot Infer Schema ([#5806](#5806)) ([58d0325](58d0325)), closes [#5594](#5594) [#5594](#5594)
* Support arro3 table schema with newer deltalake packages ([#5799](#5799)) ([103c5e9](103c5e9))
* Timestamp formatting and lakehouse-type connector for trino_offline_store. ([#5846](#5846)) ([c2ea7e9](c2ea7e9))
* Update model_validator to use instance method signature (Pydantic v2.12 deprecation) ([#5825](#5825)) ([3c10b6e](3c10b6e))

### Features

* Add dbt integration for importing models as FeatureViews ([#5827](#5827)) ([b997361](b997361)), closes [#3335](#3335) [#3335](#3335) [#3335](#3335)
* Add GCS registry store in Go feature server ([#5818](#5818)) ([1dc2be5](1dc2be5))
* Add progress bar to CLI from feast apply ([#5867](#5867)) ([ab3562b](ab3562b))
* Add RBAC blog post to website ([#5861](#5861)) ([b1844a3](b1844a3))
* Add skip_feature_view_validation parameter to FeatureStore.apply() and plan() ([#5859](#5859)) ([5482a0e](5482a0e))
* Added batching to feature server /push to offline store ([#5683](#5683)) ([#5729](#5729)) ([ce35ce6](ce35ce6))
* Enable static artifacts for feature server that can be used in Feature Transformations ([#5787](#5787)) ([edefc3f](edefc3f))
* Improve lambda materialization engine ([#5829](#5829)) ([f6116f9](f6116f9))
* Offline Store historical features retrieval based on datetime range in Ray ([#5738](#5738)) ([e484c12](e484c12))
* Read, Save docs and chat fixes ([#5865](#5865)) ([2081b55](2081b55))
* Resolve pyarrow >21 installation with ibis-framework ([#5847](#5847)) ([8b9bb50](8b9bb50))
* Support staging for spark materialization ([#5671](#5671)) ([#5797](#5797)) ([5b787af](5b787af))

v0.58.0

2025-12-16T17:51:30Z

chore(release): release 0.58.0

# [0.58.0](v0.57.0...v0.58.0) (2025-12-16)

### Bug Fixes

* Add java proto ([#5719](#5719)) ([fc3ea20](fc3ea20))
* Add possibility to force full features names for materialize ops ([#5728](#5728)) ([55c9c36](55c9c36))
* Fixed file registry cache sync ([09505d4](09505d4))
* Handle hyphon in sqlite project name ([#5575](#5575)) ([#5749](#5749)) ([b8346ff](b8346ff))
* Pinned substrait to fix protobuf issue ([d0ef4da](d0ef4da))
* Set TLS certificate annotation only on gRPC service ([#5715](#5715)) ([75d13db](75d13db))
* SQLite online store deletes tables from other projects in shared registry scenarios ([#5766](#5766)) ([fabce76](fabce76))
* Validate not existing entity join keys for preventing panic ([0b93559](0b93559))

### Features

* Add annotations for pod templates ([534e647](534e647))
* Add Pytorch template ([#5780](#5780)) ([6afd353](6afd353))
* Add support for extra options for stream source ([#5618](#5618)) ([18956c2](18956c2))
* Added matched_tag field search api results with fuzzy search capabilities ([#5769](#5769)) ([4a9ffae](4a9ffae))
* Added support for enabling metrics in Feast Operator ([#5317](#5317)) ([#5748](#5748)) ([a8498c2](a8498c2))
* Configure CacheTTLSecondscache,CacheMode for file-based registry in Feast Operator([#5708](#5708)) ([#5744](#5744)) ([f25f83b](f25f83b))
* Implemented Tiling Support for Time-Windowed Aggregations ([#5724](#5724)) ([7a99166](7a99166))
* Offline Store historical features retrieval based on datetime range for spark ([#5720](#5720)) ([27ec8ec](27ec8ec))
* Offline Store historical features retrieval based on datetime range in dask ([#5717](#5717)) ([a16582a](a16582a))
* Production ready feast operator with v1 apiversion ([#5771](#5771)) ([49359c6](49359c6))
* Support for Map value data type ([#5768](#5768)) ([#5772](#5772)) ([b99a8a9](b99a8a9))

v0.54.1: fix: Fixed 0.54.1 version to publish it to pypi

2025-12-04T05:33:49Z

fix: Fixed 0.54.1 version to publish it to pypi

Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>