v0.21.1

0.21.1 (2022-05-16)

Bug Fixes

• Add S3FS dependency (which Dask depends on for S3 files) (#2701) (1f893f1)
• Fix broken roadmap links (#2690) (079395a)
• Fix issue when user specifies a port for feast ui (#2692) (00a9de9)
• Python server is not correctly starting in integration tests (#2706) (4525336)
• Support push sources in stream feature views (#2704) (6531685)

v0.21.0

0.21.0 (2022-05-13)

Overview

This release adds many bug fixes, and also adds several new features:

• HBase online store (contrib)
• [Alpha] feast ui command to spin up the Web UI within a feature repository

There is ongoing work towards:

• [Alpha] High performance Go feature server (via feast serve with a go feature server enabled)
• [Alpha] Stream transformations
• [Alpha] Validating logged feature values (from the Go feature server) with Great Expectations and feast validate

Features

• Add hbase online store support in feast (#2590) (c9eda79)
• Adding SSL options for Postgres (#2644) (0e809c2)
• Allow Feast UI to be spun up with CLI command: feast ui (#2667) (44ca9f5)
• Allow to pass secrets and environment variables to transformation service (#2632) (ffa33ad)
• CLI command 'feast serve' should start go-based server if flag is enabled (#2617) (f3ff812)
• Create stream and batch feature view abstractions (#2559) (d1f76e5)
• Postgres supported as Registry, Online store, and Offline store (#2401) (ed2f979)
• Support entity fields in feature view schema parameter by dropping them (#2568) (c8fcc35)
• Write logged features to an offline store (Python API) (#2574) (134dc5f)
• Write logged features to Offline Store (Go - Python integration) (#2621) (ccad832)

Bug Fixes

• Addresses ZeroDivisionError when materializing file source with same timestamps (#2551) (1e398d9)
• Asynchronously refresh registry for the feast ui command (#2672) (1b09ca2)
• Build platform specific python packages with ci-build-wheel (#2555) (b10a4cf)
• Delete data sources from registry when using the diffing logic (#2669) (fc00ca8)
• Enforce kw args featureservice (#2575) (160d7b7)
• Enforce kw args in datasources (#2567) (0b7ec53)
• Feature logging to Redshift is broken (#2655) (479cd51)
• Feature service to templates (#2649) (1e02066)
• Feature with timestamp type is incorrectly interpreted by Go FS (#2588) (e3d9588)
• Fix __hash__ methods (#2556) (ebb7dfe)
• Fix AWS bootstrap template (#2604) (c94a69c)
• Fix broken proto conversion methods for data sources (#2603) (00ed65a)
• Fix case where on demand feature view tab is broken if no custom tabs are passed. (#2682) (01d3568)
• Fix DynamoDB fetches when there are entities that are not found (#2573) (7076fe0)
• Fix Feast UI parser to work with new APIs (#2668) (8d76751)
• Fix java server after odfv update (#2602) (0ca6297)
• Fix materialization with ttl=0 bug (#2666) (ab78702)
• Fix push sources and add docs / tests pushing via the python feature server (#2561) (e8e418e)
• Fixed data mapping errors for Snowflake (#2558) (53c2ce2)
• Forcing ODFV udfs to be main module and fixing false positive duplicate data source warning (#2677) (2ce33cd)
• Include the ui/build directory, and remove package data (#2681) (0384f5f)
• Infer features for feature services when they depend on feature views without schemas (#2653) (87c194c)
• Pin dependencies to nearest major version (#2647) (bb72b7c)
• Pin pip<22.1 to get around breaking change in pip==22.1 (#2678) (d3e01bc)
• Punt deprecation warnings and clean up some warnings. (#2670) (f775d2e)
• Reject undefined features when using get_historical_features or get_online_features (#2665) (36849fb)
• Remove ci extra from the feature transformation server dockerfile (#2618) (25613b4)
• Remove incorrect call to logging.basicConfig (#2676) (8cbf51c)
• Small typo in CLI (#2578) (f372981)
• Switch from join_key to join_keys in tests and docs (#2580) (d66c931)
• Teardown trino container correctly after tests (#2562) (72f1558)
• Update build_go_protos to use a consistent python path (#2550) (f136f8c)
• Update data source timestamp inference error message to make sense (#2636) (3eaf6b7)
• Update field api to add tag parameter corresponding to labels in Feature. (#2610) (689d20b)
• Update java integration tests and add more logging ...

v0.20.2

0.20.2 (2022-04-28)

Bug Fixes

• Feature with timestamp type is incorrectly interpreted by Go FS (#2588) (3ec943a)
• Fix AWS bootstrap template (#2604) (6df5a49)
• Fix broken proto conversion methods for data sources (#2603) (c391216)
• Remove ci extra from the feature transformation server dockerfile (#2618) (a7437fa)
• Update field api to add tag parameter corresponding to labels in Feature. (#2610) (40962fc)
• Use timestamp type when converting unixtimestamp feature type to arrow (#2593) (a1c3ee3)

v0.20.1

0.20.1 (2022-04-20)

Bug Fixes

• Addresses ZeroDivisionError when materializing file source with same timestamps (#2551) (5539c51)
• Build platform specific python packages with ci-build-wheel (#2555) (1757639)
• Enforce kw args featureservice (#2575) (4dce254)
• Enforce kw args in datasources (#2567) (6374634)
• Fix __hash__ methods (#2556) (dd8b854)
• Fix DynamoDB fetches when there are entities that are not found (#2573) (882328f)
• Fix push sources and add docs / tests pushing via the python feature server (#2561) (c5006c2)
• Fixed data mapping errors for Snowflake (#2558) (abd6be7)
• Small typo in CLI (#2578) (8717bc8)
• Switch from join_key to join_keys in tests and docs (#2580) (6130b80)
• Update build_go_protos to use a consistent python path (#2550) (1c523bf)
• Update RedisCluster to use redis-py official implementation (#2554) (c47fa2a)
• Use cwd when getting module path (#2577) (28752f2)

v0.20.0

0.20.0 (2022-04-14)

Highlights

We are delighted to announce the release of Feast 0.20, which introduces many new features and enhancements:

• High performance Python feature serving (through embedding Go and optimized DynamoDB batch gets)
• Many connector improvements and bug fixes (DynamoDB, Snowflake, Spark, Trino)
  • Note: Trino has been officially bundled into Feast. You can now run this with pip install feast[trino]!
• Graduated alpha features (python feature server + push features)
• Feast API changes
• [Experimental] Feast UI as an importable npm module

Detailed changelog:

Bug Fixes

• Add inlined data sources to the top level registry (#2456) (356788a)
• Add new value types to types.ts for web ui (#2463) (ad5694e)
• Add PushSource proto and Python class (#2428) (9a4bd63)
• Add spark to lambda dockerfile (#2480) (514666f)
• Added private_key auth for Snowflake (#2508) (c42c9b0)
• Added Redshift and Spark typecheck to data_source event_timestamp_col inference (#2389) (04dea73)
• Building of go extension fails (#2448) (7d1efd5)
• Bump the number of versions bumps expected to 27 (#2549) (ecc9938)
• Create init files for the proto-generated python dirs (#2410) (e17028d)
• Don't prevent apply from running given duplicate empty names in data sources. Also fix repeated apply of Spark data source. (#2415) (b95f441)
• Dynamodb deduplicate batch write request by partition keys (#2515) (70d4a13)
• Ensure that init files exist in proto dirs (#2433) (9b94f7b)
• Fix DataSource constructor to unbreak custom data sources (#2492) (712653e)
• Fix default feast apply path without any extras (#2373) (6ba7fc7)
• Fix definitions.py with new definition (#2541) (eefc34a)
• Fix entity row to use join key instead of name (#2521) (c22fa2c)
• Fix Java Master (#2499) (e083458)
• Fix registry proto (#2435) (ea6a9b2)
• Fix some inconsistencies in the docs and comments in the code (#2444) (ad008bf)
• Fix spark docs (#2382) (d4a606a)
• Fix Spark template to work correctly on feast init -t spark (#2393) (ae133fd)
• Fix the feature repo fixture used by java tests (#2469) (32e925e)
• Fix unhashable Snowflake and Redshift sources (cd8f1c9)
• Fixed bug in passing config file params to snowflake python connector (#2503) (34f2b59)
• Fixing Spark template to include source name (#2381) (a985f1d)
• Make name a keyword arg for the Entity class (#2467) (43847de)
• Making a name for data sources not a breaking change (#2379) (71d7ae2)
• Minor link fix in CONTRIBUTING.md (#2481) (2917e27)
• Preserve ordering of features in _get_column_names (#2457) (495b435)
• Relax click python requirement to >=7 (#2450) (f202f92)
• Remove date partition column field from datasources that don't s… (#2478) (ce35835)
• Remove docker step from unit test workflow (#2535) (6f22f22)
• Remove spark from the AWS Lambda dockerfile (#2498) (6abae16)
• Request data api update (#2488) (0c9e5b7)
• Schema update (#2509) (cf7bbc2)
• Simplify DataSource.from_proto logic (#2424) (6bda4d2)
• Snowflake api update (#2487) (1181a9e)
• Support passing batch source to streaming sources for backfills (#2523) (90db1d1)
• Timestamp update (#2486) (bf23111)
• Typos in Feast UI error message (#2432) (e14369d)
• Update feature view APIs to prefer keyword args (#2472) (7c19cf7)
• Update file api (#2470) (83a11c6)
• Update Makefile to cd into python dir before running commands (#2437) (ca32155)
• Update redshift api (#2479) (4fa73a9)
• Update some fields optional in UI parser (#2380) (cff7ac3)
• Use a single version of jackson libraries and upgrade to 2.12.6.1 (#2473) (5be1cc6)
• Use dateutil parser to parse materialization times ([#2464](https://github....

v0.19.4

0.19.4 (2022-04-06)

Bug Fixes

• Add spark to lambda dockerfile (#2480) (ba22c28)
• Don't prevent apply from running given duplicate empty names in data sources. Also fix repeated apply of Spark data source. (#2415) (88e01a2)
• Fix DataSource constructor to unbreak custom data sources (#2492) (2115bd0)

v0.19.3

0.19.3 (2022-03-09)

Bug Fixes

• Closes threadpool resources upon datastore online_write_batch completion (#2386) (7a93152)
• Fix spark docs (#2382) (599dbbb)
• Fix Spark template to work correctly on feast init -t spark (#2393) (d877d27)
• Fixing Spark template to include source name (#2381) (e7a3b3f)
• Making a name for data sources not a breaking change (#2379) (993b8cc)
• Use the correct dockerhub image tag when building feature servers (#2372) (a6211cf)

v0.19.2

0.19.2 (2022-03-06)

Bug Fixes

• Fix default feast apply path without any extras (#2373) (73e4dde)

v0.19.1

0.19.1 (2022-03-05)

Bug Fixes

• Fix unhashable Snowflake and Redshift sources (6f8a3b0)

v0.19.0

0.19.0 (2022-03-05)

Bug Fixes

• Added additional value types to UI parser and removed references to registry-bq.json (#2361) (d202d51)
• Fix Redshift bug that stops waiting on statements after 5 minutes (#2363) (74f887f)
• Method _should_use_plan only returns true for local sqlite provider (#2344) (fdb5f21)
• Remove redis service to prevent more conflicts and add redis node to master_only (#2354) (993616f)
• Rollback Redis-py to Redis-py-cluster (#2347) (1ba86fb)
• Update github workflow to prevent redis from overlapping ports. (#2350) (c2a6c6c)

Features

• Add owner field to Entity and rename labels to tags (412d625)
• Allow all snowflake python connector connection methods to be available to Feast (#2356) (ec7385c)
• Allowing password based authentication and SSL for Redis in Java feature server (0af8adb)
• Event timestamps response (#2355) (5481caf)
• Feast Spark Offline Store (#2349) (98b8d8d)
• Initial merge of Web UI logic (#2352) (ce3bc59)
• Key ttl setting for redis online store (#2341) (236a108)
• Metadata changes & making data sources top level objects to power Feast UI (#2336) (43da230)