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))

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))

fix: Added missing jackc/pgx/v5 entries

Signed-off-by: ntkathole <[email protected]>

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))

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))

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))

fix: Fixed 0.54.1 version to publish it to pypi

Signed-off-by: ntkathole <[email protected]>

chore(release): release 0.57.0

# [0.57.0](v0.56.0...v0.57.0) (2025-11-13)

### Bug Fixes

* Improve trino to feast type mapping with (real,varchar,timestamp,decimal) ([#5691](#5691)) ([f855ad2](f855ad2))
* Materialize API - ODFV views not looked-up (thinks views non existant)  - crashes materialize ([#5716](#5716)) ([1b050b3](1b050b3))
* Support historical feature retrieval with start_date/end_date in RemoteOfflineStore ([#5703](#5703)) ([ad32756](ad32756))
* Thread safe Clickhouse offline store ([#5710](#5710)) ([5f446ed](5f446ed))

### Features

* Add annotations to cronjob CRDs ([#5701](#5701)) ([be6e6c2](be6e6c2))
* Add batch commit mode for MySQL OnlineStore ([#5699](#5699)) ([3cfe4eb](3cfe4eb))
* Add possibility to materialize only latest values, to increase performance ([#5713](#5713)) ([8d77b72](8d77b72))
* Support table format: Iceberg, Delta, and Hudi ([#5650](#5650)) ([2915ad1](2915ad1))

chore(release): release 0.56.0

# [0.56.0](v0.55.0...v0.56.0) (2025-10-27)

### Bug Fixes

* Add mode field to Transformation proto for proper serialization ([2390d2e](2390d2e))
* Date wise remote offline store historical data retrieval  ([#5686](#5686)) ([949ba3d](949ba3d))
* Fix STRING type handling in on-demand feature views ([#5669](#5669)) ([dfbb743](dfbb743))
* Fixed torch install issue in CI ([366e5a8](366e5a8))
* ODFV not getting counted in resource count ([1d640b6](1d640b6))
* Skip tag updates if user do not have permissions ([#5673](#5673)) ([0a951ce](0a951ce))

### Features

* Add document of Go feature server. ([#5697](#5697)) ([cbd1dde](cbd1dde))
* Add flexible commandArgs support for complete Feast CLI control ([#5678](#5678)) ([6414924](6414924))
* Add HDFS as a feature registry ([#5655](#5655)) ([4c65872](4c65872))
* Add nodeSelector to service config ([#5675](#5675)) ([9728cde](9728cde))
* Add OTEL based observability to the Go Feature Server ([#5685](#5685)) ([f4afdad](f4afdad))
* Added health endpoint for the UI ([#5665](#5665)) ([3aec5d5](3aec5d5))
* Added kuberay support ([e0b698d](e0b698d))
* Added support for filtering multi-projects ([#5688](#5688)) ([eb0a86e](eb0a86e))
* Batch Embedding at scale for RAG with Ray ([cc2a46d](cc2a46d))
* Optimize SQL entity handling without creating temporary tables ([#5695](#5695)) ([aa2c838](aa2c838))
* Support aggregation in odfv ([#5666](#5666)) ([564e965](564e965))
* Support cache_mode for registries ([021e9ea](021e9ea))

chore(release): release 0.55.0

# [0.55.0](v0.54.0...v0.55.0) (2025-10-14)

### Bug Fixes

* Added unix_timestamp_val in _serialize_val ([#5659](#5659)) ([35a8423](35a8423))
* BatchFeatureView transformation should persist in Registry Ser/Deserialization ([3364bad](3364bad))
* Check if DynamoDB table exists before create ([#5658](#5658)) ([e7fd506](e7fd506))
* Fix the link to Expedia in the Go Feature Server readme. ([3ed0163](3ed0163))

### Features

* Add Claude instructions ([#5651](#5651)) ([4807a52](4807a52))
* Groups and Namespaces based authorization, for Users and Service Accounts ([#5619](#5619)) ([da6257c](da6257c))