Release notes from feast

v0.61.0

2026-03-11T05:25:43Z

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)

v0.60.0

2026-02-17T13:52:47Z

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)

v0.59.0

2026-01-16T21:11:22Z

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-framework (#5847) (8b9bb50)
Support staging for spark materialization (#5671) (#5797) (5b787af)

v0.58.0

2025-12-16T17:51:30Z

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)

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

2025-12-04T05:33:49Z

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

v0.57.0

2025-11-13T20:26:30Z

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)

v0.56.0

2025-10-27T20:28:47Z

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)

v0.55.0

2025-10-14T14:37:37Z

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)

v0.54.0

2025-09-30T12:39:46Z

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 dataframe phase1 (#5611) (2ce4198)
Feast dataframe 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)

feat: Added kuberay support

2025-09-20T13:11:08Z

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