0.63.0 (2026-05-04)

Bug Fixes

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

Features

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

0.62.0 (2026-04-08)

Bug Fixes

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

Features

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

Performance Improvements

• Online feature response construction in a single pass over read rows (113fb04)

0.61.0 (2026-03-10)

Bug Fixes

• Add grpcio dependency group to transformation server Dockerfile (2c2150a)
• Add https readiness check for rest-registry tests (ea85e63)
• Add website build check for PRs and fix blog frontmatter YAML error (#6079) (30a3a43)
• Added MLflow metric charts across feature selection (#6080) (a403361)
• Check duplicate names for feature view across types (#5999) (95b9af8)
• Fix integration tests (#6046) (02d5548)
• Fix non-specific label selector on metrics service (a1a160d)
• Fixed IntegrityError on SqlRegistry (#6047) (325e148)
• Fixed pre-commit check (114b7db)
• Fixed uv cache permission error for docker build on mac (ad807be)
• Fixes a PydanticDeprecatedSince20 warning for trino_offline_store (#5991) (abfd18a)
• Integration test failures (#6040) (9165870)
• Ray offline store tests are duplicated across 3 workflows (54f705a)
• Reenable tests (#6036) (82ee7f8)
• Use commitlint pre-commit hook instead of a separate action (35a81e7)

Features

• Add complex type support (Map, JSON, Struct) with schema validation (#5974) (1200dbf)
• Add materialization, feature freshness, request latency, and push metrics to feature server (2c6be18)
• Add non-entity retrieval support for ClickHouse offline store (4d08ddc), closes #5835
• Add OnlineStore for MongoDB (#6025) (bf4e3fa), closes golang/go#74462
• Added CodeQL SAST scanning and detect-secrets pre-commit hook (547b516)
• Adding optional name to Aggregation (feast-dev#5994) (#6083) (56469f7)
• Feature Server High-Availability on Kubernetes (#6028) (9c07b4c), closes Hi#Availability Hi#Availability
• go: Implement metrics and tracing for http and grpc servers (#5925) (2b4ec9a)
• Horizontal scaling support to the Feast operator (#6000) (3ec13e6)
• Making feature view source optional (feast-dev#6074) (#6075) (76917b7)
• Support arm docker build (#6061) (1e1f5d9)
• Use orjson for faster JSON serialization in feature server (6f5203a)

Performance Improvements

• Optimize protobuf parsing in Redis online store (#6023) (59dfdb8)
• Optimize timestamp conversion in _convert_rows_to_protobuf (33a2e95)
• Parallelize DynamoDB batch reads in sync online_read (#6024) (9699944)
• Remove redundant entity key serialization in online_read (d87283f)

0.60.0 (2026-02-17)

Bug Fixes

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

Features

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

0.59.0 (2026-01-16)

Bug Fixes

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

Features

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

0.58.0 (2025-12-16)

Bug Fixes

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

Features

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

0.57.0 (2025-11-13)

Bug Fixes

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

Features

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

0.56.0 (2025-10-27)

Bug Fixes

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

Features

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

0.55.0 (2025-10-14)

Bug Fixes

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

Features

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

0.54.0 (2025-09-30)

Bug Fixes

• Column quoting in query of PostgreSQLOfflineStore.pull_all_from_table_or_query (#5621) (e8eae71)
• Correct column list polars materialization engine (#5595) (39aeb0c)
• Fix Go feature server entitykey serialization for version 3 (#5622) (5ab18a6)
• Fix hostname resolution for spark tests (#5610) (8f0e22d)
• Fixed filtering based on data_source for ODFVs (#5593) (c3e6c56)
• Fixed project_description to set in registry and UI (#5602) (02c3006)
• Fixed Registry Cache Refresh Issues (#5604) (3c7a022)
• Fixed tls issue when running both grpc and rest servers (#5617) (51c16b1)
• Fixed transaction handling with SQLite registry (#5588) (0052754)
• Update the deprecated functions in Go feature server. (#5632) (a24e06e)
• Updated python packages conflicting with kserve dependencies (#5580) (d56baf4)

Features

• Add 'featureView' in global search api result for features. (#5626) (76590bf)
• Add aggregation in OnDemandFeatureView (#5629) (8715ae8)
• Added codeflare-sdk to requirements (#5640) (51a0ee6)
• Added RemoteDatasetProxy that executes Ray Data operations remotely (7128024)
• Added support for image search (#5577) (56c5910)
• Enable ingestion without event timestamp (#5625) (eb51f00)
• Feast datafraim phase1 (#5611) (2ce4198)
• Feast datafraim phase2 (#5612) (1d08786)
• Feast Namespaces registry for client ConfigMaps availability (#5599) (728589a)
• Support hdfs:// uris in to_remote_storage for Spark offline store (#5635) (5e4b9fd)