0.37.1 (2024-04-17)

Bug Fixes

• Pgvector patch (#4108) (1a1f0b1)

Reverts

• Reverts "fix: Using version args to install the correct feast version" (#4112) (d5ded69), closes #3953

0.37.0 (2024-04-17)

Bug Fixes

• Pgvector patch (#4103) (5c4a9c5)
• Remove top-level grpc import in cli (#4107) (4362b6c)

Features

• Add tags to dynamodb config (#4100) (b08b8d5)

0.36.0 (2024-04-16)

Bug Fixes

• Add eq, hash to SparkSource for correct comparison (#4028) (e703b40)
• Add conn.commit() to Postgresonline_write_batch.online_write_batch (#3904) (7d75fc5)
• Add missing init.py to embedded_go (#4051) (6bb4c73)
• Add missing init files in infra utils (#4067) (54910a1)
• Added registryPath parameter documentation in WebUI reference (#3983) (5e0af8f), closes #3974 #3974
• Adding missing init files in materialization modules (#4052) (df05253)
• Allow trancated timestamps when converting (#3861) (bdd7dfb)
• Azure blob storage support in Java feature server (#2319) (#4014) (b9aabbd)
• Bugfix for grabbing historical data from Snowflake with array type features. (#3964) (1cc94f2)
• Bytewax materialization engine fails when loading feature_store.yaml (#3912) (987f0fd)
• CI unittest warnings (#4006) (0441b8b)
• Correct the returning class proto type of StreamFeatureView to StreamFeatureViewProto instead of FeatureViewProto. (#3843) (86d6221)
• Create index only if not exists during MySQL online store update (#3905) (2f99a61)
• Disable minio tests in workflows on master and nightly (#4072) (c06dda8)
• Disable the Feast Usage feature by default. (#4090) (b5a7013)
• Dump repo_config by alias (#4063) (e4bef67)
• Extend SQL registry config with a sqlalchemy_config_kwargs key (#3997) (21931d5)
• Feature Server image startup in OpenShift clusters (#4096) (9efb243)
• Fix copy method for StreamFeatureView (#3951) (cf06704)
• Fix for materializing entityless feature views in Snowflake (#3961) (1e64c77)
• Fix type mapping spark (#4071) (3afa78e)
• Fix typo as the cli does not support shortcut-f option. (#3954) (dd79dbb)
• Get container host addresses from testcontainers (#3946) (2cf1a0f)
• Handle ComplexFeastType to None comparison (#3876) (fa8492d)
• Hashlib md5 errors in FIPS for python 3.9+ (#4019) (6d9156b)
• Making the query_timeout variable as optional int because upstream is considered to be optional (#4092) (fd5b620)
• Move gRPC dependencies to an extra (#3900) (f93c5fd)
• Prevent spamming pull busybox from dockerhub (#3923) (7153cad)
• Quickstart notebook example (#3976) (b023aa5)
• Raise error when not able read of file source spark source (#4005) (34cabfb)
• remove not use input parameter in spark source (#3980) (7c90882)
• Remove parentheses in pull_latest_from_table_or_query (#4026) (dc4671e)
• Remove proto-plus imports (#4044) (ad8f572)
• Remove unnecessary dependency on mysqlclient (#3925) (f494f02)
• Restore label check for all actions using pull_request_target (#3978) (591ba4e)
• Revert mypy config (#3952) (6b8e96c)
• Rewrite Spark materialization engine to use mapInPandas (#3936) (dbb59ba)
• Run feature server w/o gunicorn on windows (#4024) (584e9b1)
• SqlRegistry _apply_object update statement (#4042) (ef62def)
• Substrait ODFVs for online (#4064) (26391b0)
• Swap security label check on the PR title validation job to explicit permissions instead (#3987) (f604af9)
• Transformation server doesn't generate files from proto (#3902) (d3a2a45)
• Trino as an OfflineStore Access Denied when BasicAuthenticaion (#3898) (49d2988)
• Trying to import pyspark lazily to avoid the dependency on the library (#4091) (a05cdbc)
• Typo Correction in Feast UI Readme (#3939) (c16e5af)
• Update actions/setup-python from v3 to v4 (#4003) (ee4c4f1)
• Update typeguard version to >=4.0.0 (#3837) (dd96150)
• Upgrade sqlalchemy from 1.x to 2.x regarding PVE-2022-51668. (#4065) (ec4c15c)
• Use CopyFrom() instead of deepycopy() for creating a copy of protobuf object. (#3999) (5561b30)
• Using version args to install the correct feast version (#3953) (b83a702)
• Verify the existence of Registry tables in snowflake before calling CREATE sql command. Allow read-only user to call feast apply. (#3851) (9a3590e)

Features

• Add duckdb offline store (#3981) (161547b)
• Add Entity df in format of a Spark Dataframe instead of just pd.DataFrame or string for SparkOfflineStore (#3988) (43b2c28)
• Add gRPC Registry Server (#3924) (373e624)
• Add local tests for s3 registry using minio (#4029) (d82d1ec)
• Add python bytes to array type conversion support proto (#3874) (8688acd)
• Add python client for remote registry server (#3941) (42a7b81)
• Add Substrait-based ODFV transformation (#3969) (9e58bd4)
• Add support for arrays in snowflake (#3769) (8d6bec8)
• Added delete_table to redis online store (#3857) (03dae13)
• Adding support for Native Python feature transformations for ODFVs (#4045) (73bc853)
• Bumping requirements (#4079) (1943056)
• Decouple transformation types from ODFVs (#3949) (0a9fae8)
• Dropping Python 3.8 from local integration tests and integration tests (#3994) (817995c)
• Dropping python 3.8 requirements files from the project. (#4021) (f09c612)
• Dropping the support for python 3.8 version from feast (#4010) (a0f7472)
• Dropping unit tests for Python 3.8 (#3989) (60f24f9)
• Enable Arrow-based columnar data transfers (#3996) (d8d7567)
• Enable Vector database and retrieve_online_documents API (#4061) (ec19036)
• Kubernetes materialization engine written based on bytewax (#4087) (7617bdb)
• Lint with ruff (#4043) (7f1557b)
• Make arrow primary interchange for offline ODFV execution (#4083) (9ed0a09)
• Pandas v2 compatibility (#3957) (64459ad)
• Pull duckdb from contribs, add to CI (#4059) (318a2b8)
• Refactor ODFV schema inference (#4076) (c50a9ff)
• Refactor registry caching logic into a separate class (#3943) (924f944)
• Rename OnDemandTransformations to Transformations (#4038) (9b98eaf)
• Revert updating dependencies so that feast can be run on 3.11. (#3968) (d3c68fb), closes #3958
• Rewrite ibis point-in-time-join w/o feast abstractions (#4023) (3980e0c)
• Support s3gov schema by snowflake offline store during materialization (#3891) (ea8ad17)
• Update odfv test (#4054) (afd52b8)
• Update pyproject.toml to use Python 3.9 as default (#4011) (277b891)
• Update the Pydantic from v1 to v2 (#3948) (ec11a7c)
• Updating dependencies so that feast can be run on 3.11. (#3958) (59639db)
• Updating protos to separate transformation (#4018) (c58ef74)

Reverts

• Reverting bumping requirements (#4081) (1ba65b4), closes #4079
• Verify the existence of Registry tables in snowflake… (#3907) (c0d358a), closes #3851

0.35.0 (2024-01-13)

Bug Fixes

• Add async refresh to prevent synchronous refresh in main thread (#3812) (9583ed6)
• Adopt connection pooling for HBase (#3793) (b3852bf)
• Bytewax engine create configmap from object (#3821) (25e9775)
• Fix warnings from deprecated paths and update default log level (#3757) (68a8737)
• improve parsing bytewax job status (5983f40)
• make bytewax settings unexposed (ae1bb8b)
• Make generated temp table name escaped (#3797) (175d796)
• Pin numpy version to avoid spammy deprecation messages (774ed33)
• Redundant feature materialization and premature incremental materialization timestamp updates (#3789) (417b16b), closes #6 #7
• Resolve hbase hotspot issue when materializing (#3790) (7376db8)
• Set keepalives_idle None by default (#3756) (8717e9b)
• Set upper bound for bigquery client due to its breaking changes (2151c39)
• UI project cannot handle fallback routes (#3766) (96ece0f)
• update dependencies versions due to conflicts (5dc0b24)
• Update jackson and remove unnecessary logging (#3809) (018d0ea)
• upgrade the pyarrow to latest v14.0.1 for CVE-2023-47248. (052182b)

Features

• Add get online feature rpc to gprc server (#3815) (01db8cc)
• Add materialize and materialize-incremental rest endpoints (#3761) (fa600fe), closes #3760
• add redis sentinel support (3387a15)
• add redis sentinel support (4337c89)
• add redis sentinel support format lint (aad8718)
• Add support for table_create_disposition in bigquery job for offline store (#3762) (6a728fe)
• Add support for in_cluster config and additional labels for bytewax materialization (#3754) (2192e65)
• Apply cache to load proto registry for performance (#3702) (709c709)
• Make bytewax job write as mini-batches (#3777) (9b0e5ce)
• Optimize bytewax pod resource with zero-copy (9cf9d96)
• Support GCS filesystem for bytewax engine (#3774) (fb6b807)

0.34.1 (2023-09-07)

Bug Fixes

• Fix warnings from deprecated paths and update default log level (#3757) (77bfe36)
• Pin numpy version to avoid spammy deprecation messages (904c4c7)
• Set keepalives_idle None by default (#3756) (093928d)

0.34.0 (2023-09-07)

Bug Fixes

• Add NUMERIC to bq_to_feast type map (#3719) (6474b4b)
• Fix python unit tests (#3734) (e81684d)
• Handle unknown postgres source types gracefully (#3634) (d7041f4)
• Pin protobuf version to avoid seg fault on some machines (028cc20)
• Remove unwanted excessive splitting of gcs path, so expected gcs parquet paths are returned from BigQueryRetrievalJob.to_remote_storage() (#3730) (f2c5988)
• Run store.plan() only when need it. (#3708) (7bc7c47)
• Saved datasets no longer break CLI registry-dump command (#3717) (f28ccc2)
• Update py3.8 ci requirements for cython 3.0 release (#3735) (1695c13)

Features

• Enhance customization of Trino connections when using Trino-based Offline Stores (#3699) (ed7535e)
• Implement gRPC server to ingest streaming features (#3687) (a3fcd1f)

0.33.1 (2023-08-14)

Bug Fixes

• Run store.plan() only when need it. (#3708) (7bc7c47)

0.33.0 (2023-08-14)

Bug Fixes

• Add aws-sts dependency in java sdk so that S3 client acquires IRSA role (#3696) (c75a01f)
• Redshift push ignores schema (#3671) (76270f6)

Features

• Add possibility to save dataset as table, when spark config has remote warehouse info (#3645) (22c109b)

0.32.1 (2023-08-14)

Bug Fixes

• Add aws-sts dependency in java sdk so that S3 client acquires IRSA role (#3696) (c75a01f)
• Redshift push ignores schema (#3671) (76270f6)

0.32.0 (2023-07-17)

Bug Fixes

• Added generic Feature store Creation for CLI (#3618) (bf740d2)
• Broken non-root path with projects-list.json (#3665) (4861af0)
• Clean up snowflake to_spark_df() (#3607) (e8e643e)
• Entityless fv breaks with KeyError: __dummy applying feature_store.plan() on python (#3640) (ef4ef32)
• Fix scan datasize to 0 for inference schema (#3628) (c3dd74e)
• Fix timestamp consistency in push api (#3614) (9b227d7)
• For SQL registry, increase max data_source_name length to 255 (#3630) (478caec)
• Implements connection pool for postgres online store (#3633) (059509a)
• Manage redis pipe's context (#3655) (48e0971)
• Missing Catalog argument in athena connector (#3661) (f6d3caf)
• Optimize bytes processed when retrieving entity df schema to 0 (#3680) (1c01035)

Features

• Add gunicorn for serve with multiprocess (#3636) (4de7faf)
• Use string as a substitute for unregistered types during schema inference (#3646) (c474ccd)