Full Changelog

Implemented enhancements:

• Add feast-python-server helm chart #2177 (michelle-rascati-sp)
• Add SqliteTable as an InfraObject #2157 (felixwang9817)
• Compute property-level diffs for repo objects #2156 (achals)
• Add a feast plan command, and have CLI output differentiates between created, deleted and unchanged objects #2147 (achals)
• Refactor tag methods to infer created, deleted, and kept repo objects #2142 (achals)
• Add DatastoreTable infra object #2140 (felixwang9817)
• Dynamodb infra object #2131 (felixwang9817)
• Add Infra and InfraObjects classes #2125 (felixwang9817)
• Pre compute the timestamp range for feature views #2103 (judahrand)

Fixed bugs:

• Fix issues with java docker building #2178 (achals)
• unpin boto dependency in setup #2168 (fengyu05)
• Fix issue with numpy datetimes in feast_value_type_to_pandas_type #2167 (achals)
• Fix BYTES and BYTES_LIST type conversion #2158 (judahrand)
• Use correct name when deleting dynamo table #2154 (pyalex)
• Bump log4j-core from 2.15.0 to 2.16.0 in /java #2146 (dependabot[bot])
• Bump log4j-api from 2.15.0 to 2.16.0 in /java #2145 (dependabot[bot])
• Respect full_feature_names for ODFVs #2144 (judahrand)
• Cache dynamodb client and resource in DynamoDB online store implement… #2138 (felixwang9817)
• Bump log4j-api from 2.13.2 to 2.15.0 in /java #2133 (dependabot[bot])
• Fix release workflow to use the new GCP action #2132 (adchia)
• Remove spring-boot from the feast serving application #2127 (achals)
• Fix Makefile to properly create the ECR_VERSION #2123 (adchia)

Closed issues:

• In GH workflow docker images are being built but not published #2152
• Any plan to make Feast 0.10+ support docker #2148
• ODFVs don't respect full_feature_names #2143
• Release workflow does not work #2136
• Redis Online Store - Truncate and Load #2129

Merged pull requests:

• Update roadmap to include Snowflake + Trino. Also fix docs + update FAQ #2175 (adchia)
• Convert python values into proto values in bulk #2172 (pyalex)
• Push docker image after build in GH workflow #2171 (pyalex)
• Improve serialization performance #2165 (judahrand)
• Improve online deserialization latency #2164 (judahrand)
• Add a unit test for the tag_proto_objects method #2163 (achals)
• Bump log4j-core from 2.16.0 to 2.17.0 in /java #2161 (dependabot[bot])
• [Java Feature Server] Use hgetall in redis connector when number of retrieved fields is big enough #2159 (pyalex)
• Do not run benchmarks on pull requests #2155 (felixwang9817)
• Ensure that universal CLI test tears down infrastructure #2151 (felixwang9817)
• Remove underscores from ECR docker versions #2139 (achals)
• Run PR integration tests only on python 3.7 #2137 (achals)
• Update changelog for 0.16.1 and update helm charts #2135 (adchia)
• Bump log4j-core from 2.13.2 to 2.15.0 in /java #2134 (dependabot[bot])
• Updating lambda docker image to feature-server-python-aws #2130 (adchia)
• Fix README to reflect new integration test suites #2124 (adchia)
• Change the feast serve endpoint to be sync rather than async. #2119 (nossrannug)
• Remove argument feature_refs #2115 (judahrand)
• Fix leaking dynamodb tables in integration tests #2104 (pyalex)
• Remove untested and undocumented interfaces #2084 (judahrand)
• Update creating-a-custom-provider.md #2070 (ChaitanyaKN)

Full Changelog

Fixed bugs:

• Bump log4j-api from 2.13.2 to 2.15.0 in /java #2133 (dependabot[bot])
• Fix release workflow to use the new GCP action #2132 (adchia)
• Fix Makefile to properly create the ECR_VERSION #2123 (adchia)

Merged pull requests:

• Updating lambda docker image to feature-server-python-aws #2130 (adchia)
• Fix README to reflect new integration test suites #2124 (adchia)
• Remove argument feature_refs #2115 (judahrand)

Full Changelog

Implemented enhancements:

• Install redis extra in AWS Lambda feature server & add hiredis depend… #2057 (tsotnet)
• Support of GC and S3 storages for registry in Java Feature Server #2043 (pyalex)
• Adding stream ingestion alpha documentation #2005 (adchia)

Fixed bugs:

• requested_features are not passed to online_read() from passthrough_provider #2106
• feast apply broken with 0.15.* if the registry already exists #2086
• Inconsistent logic with on_demand_feature_views #2072
• Fix release workflow to pass the python version and docker build targets #2122 (adchia)
• requested_features is passed to online_read from passthrough_provider #2107 (aurobindoc)
• Don't materialize FeatureViews where online is False #2101 (judahrand)
• Have apply_total use the repo_config that's passed in as a parameter (makes it more compatible with custom wrapper code) #2099 (mavysavydav)
• Do not attempt to compute ODFVs when there are no ODFVs #2090 (felixwang9817)
• Duplicate feast apply bug #2087 (felixwang9817)
• Add --host as an option for feast serve #2078 (nossrannug)
• Fix feature server docker image tag generation in pr integration tests #2077 (tsotnet)
• Fix ECR Image build on master branch #2076 (tsotnet)
• Optimize memory usage during materialization #2073 (judahrand)
• Fix unexpected feature view deletion when applying edited odfv #2054 (ArrichM)
• Properly exclude entities from feature inference #2048 (mavysavydav)
• Don't allow FeatureStore.apply with commit=False #2047 (nossrannug)
• Fix bug causing OnDemandFeatureView.infer_features() to fail when the… #2046 (ArrichM)
• Add missing comma in setup.py #2031 (achals)
• Correct cleanup after usage e2e tests #2015 (pyalex)
• Change Environment timestamps to be in UTC #2007 (felixwang9817)
• get_online_features on demand transform bug fixes + local integration test mode #2004 (adchia)
• Always pass full and partial feature names to ODFV #2003 (judahrand)
• ODFV UDFs should handle list types #2002 (Agent007)
• Update bq_to_feast_value_type with BOOLEAN type as a legacy sql data type #1996 (mavysavydav)
• Fix bug where using some Pandas dtypes in the output of an ODFV fails #1994 (judahrand)
• Fix duplicate update infra #1990 (felixwang9817)
• Improve performance of _convert_arrow_to_proto #1984 (nossrannug)

Merged pull requests:

• Add changelog for v0.16.0 #2120 (adchia)
• Update FAQ #2118 (felixwang9817)
• Move helm chart back to main repo #2113 (pyalex)
• Set package long description encoding to UTF-8 #2111 (danilopeixoto)
• Update release workflow to include new docker images #2108 (adchia)
• Use the maintainers group in Codeowners instead of individuals #2102 (achals)
• Remove tfx schema from ValueType #2098 (pyalex)
• Add data source implementations to RTD docs #2097 (felixwang9817)
• Updated feature view documentation to include blurb about feature inferencing #2096 (mavysavydav)
• Fix integration test that is unstable due to incorrect materialization boundaries #2095 (pyalex)
• Broaden google-cloud-core dependency #2094 (ptoman-pa)
• Use pip-tools to lock versions of dependent packages #2093 (ysk24ok)
• Fix typo in feature retrieval doc #2092 (olivierlabreche)
• Fix typo in FeatureView example (doc) #2091 (olivierlabreche)
• Use request.addfinalizer instead of the yield based approach in integ tests #2089 (achals)
• Odfv logic #2088 (felixwang9817)
• Refactor _convert_arrow_to_proto #2085 (judahrand)
• Add github run id into the integration test projects for debugging #2069 (achals)
• Fixing broken entity key link in quickstart #2068 (adchia)
• Fix java_release workflow by removing step without users/with #2067 (achals)
• Allow using cached registry when writing to the online store #2066 (achals)
• Raise import error when repo configs module cannot be imported #2065 (felixwang9817)
• Remove refs to tensorflow_metadata #2063 (achals)
• Add detailed error messages for test_univerisal_e2e failures #2062 (achals)
• Remove unused protos & deprecated java modules #2061 (pyalex)
• Asynchronously refresh registry in transformation service #2060 (pyalex)
• Fix GH workflow for docker build of java parts #2059 (pyalex)
• Dedicated workflow for java PRs #2050 (pyalex)
• Run java integration test with real google cloud and aws #2049 (pyalex)
• Fixing typo enabling on_demand_transforms #2044 (ArrichM)
• Make feast registry-dump print the whole registry as one json #2040 (nossrannug)
• Remove tensorflow-metadata folders #2038 (casassg)
• Update CHANGELOG for Feast v0.15.1 #2034 (felixwang9817)
• Remove unsupported java parts #2029 (pyalex)
• Fix checked out branch for PR docker image build workflow #2018 (tsotnet)
• Extend "feast in production" page with description of java feature server #2017 (pyalex)
• Remove duplicates in setup.py and run rudimentary verifications #2016 (achals)
• Upload feature server docker image to ECR on approved PRs #2014 (tsotnet)
• GitBook: [#1] Plugin standards documentation #2011 (felixwang9817)
• Add changelog for v0.15.0 #2006 (adchia)
• Add integration tests for AWS Lambda feature server #2001 (tsotnet)

Full Changelog

Fixed bugs:

• Add missing comma in setup.py #2031 (achals)
• Correct cleanup after usage e2e tests #2015 (pyalex)
• Change Environment timestamps to be in UTC #2007 (felixwang9817)
• ODFV UDFs should handle list types #2002 (Agent007)

Merged pull requests:

• Remove unsupported java parts #2029 (pyalex)
• Fix checked out branch for PR docker image build workflow #2018 (tsotnet)
• Remove duplicates in setup.py and run rudimentary verifications #2016 (achals)
• Upload feature server docker image to ECR on approved PRs #2014 (tsotnet)
• Add integration tests for AWS Lambda feature server #2001 (tsotnet)
• Moving Feast Java back into main repo under java/ package #1997 (adchia)

Full Changelog

Implemented enhancements:

• Adding stream ingestion alpha documentation #2005 (adchia)
• Feature transformation server docker image #1972 (felixwang9817)
• eventtime check before writing features, use pipelines, ttl #1961 (vas28r13)
• Plugin repo universal tests #1946 (felixwang9817)
• direct data ingestion into Online store #1939 (vas28r13)
• Add an interface for TransformationService and a basic implementation #1932 (achals)
• Allows registering of features in request data as RequestFeatureView. Refactors common logic into a BaseFeatureView class #1931 (adchia)
• Add final_output_feature_names in Query context to avoid SELECT * EXCEPT #1911 (MattDelac)
• Add Dockerfile for GCP CloudRun FeatureServer #1887 (judahrand)

Fixed bugs:

• feast=0.14.0 query_generator() unecessary used twice #1978
• get_online_features on demand transform bug fixes + local integration test mode #2004 (adchia)
• Always pass full and partial feature names to ODFV #2003 (judahrand)
• Update bq_to_feast_value_type with BOOLEAN type as a legacy sql data type #1996 (mavysavydav)
• Fix bug where using some Pandas dtypes in the output of an ODFV fails #1994 (judahrand)
• Fix duplicate update infra #1990 (felixwang9817)
• Improve performance of _convert_arrow_to_proto #1984 (nossrannug)
• Fix duplicate upload entity #1981 (achals)
• fix redis cluster materialization #1968 (qooba)
• Allow plugin repos to actually overwrite repo configs #1966 (felixwang9817)
• Delete keys from Redis when tearing down online store #1965 (achals)
• Fix issues with lint test and upgrade pip version #1964 (felixwang9817)
• Move IntegrationTestRepoConfig class to another module #1962 (felixwang9817)
• Solve package conflict in [gcp] and [ci] #1955 (ysk24ok)
• Remove some paths from unit test cache #1944 (achals)
• Fix bug in feast alpha enable CLI command #1940 (felixwang9817)
• Fix conditional statements for if OnDemandFVs exist #1937 (codyjlin)
• Fix __getitem__ return value for feature view and on-demand feature view #1936 (mavysavydav)
• Corrected setup.py BigQuery version that's needed for a contributor's merged PR 1844 #1934 (mavysavydav)

Merged pull requests:

• Fix protobuf version conflict in [gcp] and [ci] packages #1992 (ysk24ok)
• Improve aws lambda deployment (logging, idempotency, etc) #1985 (tsotnet)
• Extend context for usage statistics collection & add latencies for performance analysis #1983 (pyalex)
• Update CHANGELOG for Feast v0.14.1 #1982 (felixwang9817)
• Document AWS Lambda permissions #1970 (tsotnet)
• Update online store helper docstring #1957 (amommendes)
• Add public docs for entity aliasing #1951 (codyjlin)
• Updating roadmap + hero image #1950 (adchia)
• Add David and Matt as approvers as well #1943 (achals)
• Add David and Matt as reviewers, and add actions for issue/PR assignment #1942 (achals)
• Simplify BigQuery load jobs #1935 (judahrand)

Full Changelog

Fixed bugs:

• Fix duplicate upload entity #1981 (achals)
• Fix bug in feast alpha enable CLI command #1940 (felixwang9817)
• Fix conditional statements for if OnDemandFVs exist #1937 (codyjlin)
• Fix __getitem__ return value for feature view and on-demand feature view #1936 (mavysavydav)
• Corrected setup.py BigQuery version that's needed for a contributor's merged PR 1844 #1934 (mavysavydav)

Merged pull requests:

• Updating roadmap + hero image #1950 (adchia)
• Simplify BigQuery load jobs #1935 (judahrand)

Full Changelog

Implemented enhancements:

• Changed FVProjection 'name_to_use' field to 'name_alias' and changed '.set_projection' in FeatureView to ".with_projection". Also adjustments for some edge cases #1929 (mavysavydav)
• Make serverless alpha feature #1928 (felixwang9817)
• Feast endpoint #1927 (felixwang9817)
• Add location to BigQueryOfflineStoreConfig #1921 (loftiskg)
• Create & teardown Lambda & API Gateway resources for serverless feature server #1900 (tsotnet)
• Hide FeatureViewProjections from user interface & have FeatureViews carry FVProjections that carries the modified info of the FeatureView #1899 (mavysavydav)
• Upload docker image to ECR during feast apply #1877 (felixwang9817)
• Added .with_name method in FeatureView/OnDemandFeatureView classes for name aliasing. FeatureViewProjection will hold this information #1872 (mavysavydav)

Fixed bugs:

• Update makefile to use pip installed dependencies #1920 (loftiskg)
• Delete tables #1916 (felixwang9817)
• Set a 5 minute limit for redshift statement execution #1915 (achals)
• Use set when parsing repos to prevent duplicates #1913 (achals)
• resolve environment variables in repo config #1909 (samuel100)
• Respect specified ValueTypes for features during materialization #1906 (Agent007)
• Fix issue with feature views being detected as duplicated when imported #1905 (achals)
• Use contextvars to maintain a call stack during the usage calls #1882 (achals)

Merged pull requests:

• Update concepts/README.md #1926 (ysk24ok)
• Add CI for feature server Docker image #1925 (felixwang9817)
• cache provider in feature store instance #1924 (DvirDukhan)
• Refactor logging and error messages in serverless #1923 (felixwang9817)
• Add a caching step to our github actions #1919 (achals)
• Add provider, offline store, online store, registry to RTD #1918 (felixwang9817)
• Cleanup tests #1901 (felixwang9817)

Full Changelog

Breaking changes:

• Enforce case-insensitively unique feature view names #1835 (codyjlin)
• Add init to Provider contract #1796 (woop)

Implemented enhancements:

• Add on demand feature view experimental docs #1880 (adchia)
• Adding telemetry for on demand feature views and making existing usage calls async #1873 (adchia)
• Read registry & config from env variables in AWS Lambda feature server #1870 (tsotnet)
• Add feature server configuration for AWS lambda #1865 (felixwang9817)
• Add MVP support for on demand transforms for AWS to_s3 and to_redshift #1856 (adchia)
• Add MVP support for on demand transforms for bigquery #1855 (adchia)
• Add arrow support for on demand feature views #1853 (adchia)
• Support adding request data in on demand transforms #1851 (adchia)
• Support on demand feature views in feature services #1849 (achals)
• Infer features for on demand feature views, support multiple output features #1845 (achals)
• Add Registry and CLI operations for on demand feature views #1828 (achals)
• Implementing initial on demand transforms for historical retrieval to_df #1824 (adchia)
• Registry store plugin #1812 (DvirDukhan)
• Enable entityless featureviews #1804 (codyjlin)
• Initial scaffolding for on demand feature view #1803 (adchia)
• Add s3 support (with custom endpoints) #1789 (woop)
• Local feature server implementation (HTTP endpoint) #1780 (tsotnet)

Fixed bugs:

• Fixing odfv cli group description #1890 (adchia)
• Fix list feature format for BigQuery offline datasources. #1889 (judahrand)
• Add dill to main dependencies #1886 (judahrand)
• Fix pytest_collection_modifyitems to select benchmark tests only #1874 (achals)
• Add support for multiple entities in Redshift #1850 (felixwang9817)
• Move apply(dummy_entity) to apply time to ensure it persists in FeatureStore #1848 (codyjlin)
• Add schema parameter to RedshiftSource #1847 (felixwang9817)
• Pass bigquery job object to get_job #1844 (LarsKlingen)
• Simplify _python_value_to_proto_value by looking up values in a dict #1837 (achals)
• Update historical retrieval integration test for on demand feature views #1836 (achals)
• Fix flaky connection to redshift data API #1834 (achals)
• Init registry during create_test_environment #1829 (achals)
• Randomly generating new BQ dataset for offline_online_store_consistency test #1818 (adchia)
• Ensure docstring tests always teardown #1817 (felixwang9817)
• Use get_multi instead of get for datastore reads #1814 (achals)
• Fix Redshift query for external tables #1810 (woop)
• Use a random dataset and table name for simple_bq_source #1801 (achals)
• Refactor Environment class and DataSourceCreator API, and use fixtures for datasets and data sources #1790 (achals)
• Fix get_online_features telemetry to only log every 10000 times #1786 (felixwang9817)
• Add a description field the Feature Service class and proto #1771 (achals)
• Validate project name upon feast.apply #1766 (tedhtchang)
• Fix BQ historical retrieval with rows that got backfilled #1744 (MattDelac)
• Handle case where_LIST type is empty #1703 (judahrand)

Merged pull requests:

• Add ValueType.NULL #1893 (judahrand)
• Adding more details to the CONTRIBUTING.md #1888 (adchia)
• Parse BQ DATETIME and TIMESTAMP #1885 (judahrand)
• Add durations to list the slowest tests #1881 (achals)
• Upload benchmark information to S3 after integration test runs #1878 (achals)
• Refactor providers to remove duplicate implementations #1876 (achals)
• Add Felix & Danny to code owners file #1869 (tsotnet)
• Initial docker image for aws lambda feature server #1866 (tsotnet)
• Add flags file to include experimental flags and test/usage flags #1864 (adchia)
• Hookup pytest-benchmark to online retreival #1858 (achals)
• Add feature server docs & small changes in local server #1852 (tsotnet)
• Add roadmap to README.md #1843 (woop)
• Enable the types test to run on all compatible environments #1840 (adchia)
• Update reviewers/approvers to include Danny/Felix #1833 (adchia)
• Fix wrong links in README #1832 (baineng)
• Remove older offline/online consistency tests #1831 (achals)
• Replace individual cli tests with parametrized tests #1830 (achals)
• Reducing wait interval for BQ integration tests #1827 (adchia)
• Reducing size of universal repo to decrease integration test time #1826 (adchia)
• Refactor the datastore online_read method to be slightly more efficient #1819 (achals)
• Remove old doc #1815 (achals)
• Rename telemetry to usage #1800 (felixwang9817)
• Updating quickstart colab to explain more concepts and highlight value prop of Feast #1799 (adchia)
• Fix Azure Terraform installation. #1793 (mmurdoch)
• Disable integration test reruns to identify flaky tests #1787 (achals)
• Rerun failed python integration tests #1785 (achals)
• Add Redis to the universal integration tests #1784 (achals)
• Add online feature retrieval integration test using the universal repo #1783 (achals)
• Fix wrong description in README.md #1779 (WingCode)
• Clean up docstring tests #1778 (felixwang9817)
• Add offline retrival integration tests using the universal repo #1769 (achals)
• Adding initial type support related tests for BQ #1768 (adchia)
• Add release-patch script #1554 (jklegar)

Full Changelog

Fixed bugs:

• Fix get_online_features telemetry to only log every 10000 times #1786 (felixwang9817)

Full Changelog

Breaking changes:

• Set default feature naming to not include feature view name. Add option to include feature view name in feature naming. #1641 (Mwad22)

Implemented enhancements:

• AWS Template improvements (input prompt for configs, default to Redshift) #1731 (tsotnet)
• Clean up uploaded entities in Redshift offline store #1730 (tsotnet)
• Implement Redshift historical retrieval #1720 (tsotnet)
• Add custom data sources #1713 (achals)
• Added --skip-source-validation flag to feast apply #1702 (mavysavydav)
• Allow specifying FeatureServices in FeatureStore methods #1691 (achals)
• Implement materialization for RedshiftOfflineStore & RedshiftRetrievalJob #1680 (tsotnet)
• Add FeatureService proto definition #1676 (achals)
• Add RedshiftDataSource #1669 (tsotnet)
• Add streaming sources to the FeatureView API #1664 (achals)
• Add to_table() to RetrievalJob object #1663 (MattDelac)
• Provide the user with more options for setting the to_bigquery config #1661 (codyjlin)

Fixed bugs:

• Fix feast apply bugs #1754 (tsotnet)
• Teardown integration tests resources for aws #1740 (achals)
• Fix GCS version #1732 (potatochip)
• Fix unit test warnings related to file_url #1726 (tedhtchang)
• Refactor data source classes to fix import issues #1723 (achals)
• Append ns time and random integer to redshift test tables #1716 (achals)
• Add randomness to bigquery table name #1711 (felixwang9817)
• Fix dry_run bug that was making to_bigquery hang indefinitely #1706 (codyjlin)
• Stringify WhichOneof to make mypy happy #1705 (achals)
• Update redis options parsing #1704 (DvirDukhan)
• Cancel BigQuery job if block_until_done call times out or is interrupted #1699 (codyjlin)
• Teardown infrastructure after integration tests #1697 (achals)
• Fix unit tests that got broken by Pandas 1.3.0 release #1683 (tsotnet)
• Remove default list from the FeatureView constructor #1679 (achals)
• BQ exception should be raised first before we check the timedout #1675 (MattDelac)
• Allow strings for online/offline store instead of dicts #1673 (achals)
• Cancel BigQuery job if timeout hits #1672 (MattDelac)
• Make sure FeatureViews with same name can not be applied at the same … #1651 (tedhtchang)

Merged pull requests:

• Add AWS docs in summary.md #1761 (tsotnet)
• Document permissions for AWS (DynamoDB & Redshift) #1753 (tsotnet)
• Adding small note for project naming convention #1752 (codyjlin)
• Fix warning in FeatureView.from_proto #1751 (tsotnet)
• Add Feature Service to the concepts group #1750 (achals)
• Docstring tests #1749 (felixwang9817)
• Document how pandas deals with missing values #1748 (achals)
• Restore feature refs #1746 (felixwang9817)
• Updating CLI apply to use FeatureStore #1745 (adchia)
• Delete old code #1743 (felixwang9817)
• Bump dependency on pyyaml #1742 (achals)
• Docstrings #1739 (felixwang9817)
• Add the foundation of the universal feature repo and a test that uses it #1734 (achals)
• Add AWS documentation (DynamoDB, Redshift) #1733 (tsotnet)
• Change internal references from input to batch_source #1729 (felixwang9817)
• Refactor tests into new directory layout #1725 (achals)
• Registry teardown #1718 (felixwang9817)
• Redirect telemetry to usage #1717 (felixwang9817)
• Link to offline and online store specs in docs summary #1715 (achals)
• Avoid skewed join between entity_df & feature views #1712 (MattDelac)
• Remove type comments #1710 (achals)
• Increase efficiency of Registry updates #1698 (felixwang9817)
• Parallelize integration tests #1684 (tsotnet)
• Remove debug logging #1678 (charliec443)
• Docs: Fix Feature References example #1674 (GregKuhlmann)
• Rename to_table to to_arrow #1671 (MattDelac)
• Small reference documentation update #1668 (nels)
• Grouped inferencing statements together in apply methods for easier readability #1667 (mavysavydav)
• Infer min and max timestamps from entity_df to limit data read from BQ source #1665 (Mwad22)
• Rename telemetry to usage #1660 (tsotnet)
• Update charts README #1659 (szalai1)

Full Changelog

Implemented enhancements:

• Allow BigQuery project to be configured #1656 (MattDelac)
• Add to_bigquery function to BigQueryRetrievalJob #1634 (vtao2)
• Add AWS authentication using github actions #1629 (tsotnet)
• Introduce an OnlineStore interface #1628 (achals)
• Add to_df to convert get_online_feature response to pandas dataframe #1623 (tedhtchang)
• Add datastore namespace option in configs #1581 (tsotnet)
• Add offline_store config #1552 (tsotnet)
• Entity value_type inference for Feature Repo registration #1538 (mavysavydav)
• Inferencing of Features in FeatureView and timestamp column of DataSource #1523 (mavysavydav)
• Add Unix Timestamp value type #1520 (MattDelac)
• Add support for Redis and Redis Cluster #1511 (qooba)
• Add path option to cli #1509 (tedhtchang)

Fixed bugs:

• Schema Inferencing should happen at apply time #1646 (mavysavydav)
• Don't use .result() in BigQueryOfflineStore, since it still leads to OOM #1642 (tsotnet)
• Don't load entire bigquery query results in memory #1638 (tsotnet)
• Remove file loader & its test #1632 (tsotnet)
• Provide descriptive error on invalid table reference #1627 (codyjlin)
• Fix ttl duration when ttl is None #1624 (MattDelac)
• Fix race condition in historical e2e tests #1620 (woop)
• Add validations when materializing from file sources #1615 (achals)
• Add entity column validations when getting historical features from bigquery #1614 (achals)
• Allow telemetry configuration to fail gracefully #1612 (achals)
• Update type conversion from pandas to timestamp to support various the timestamp types #1603 (achals)
• Add current directory in sys path for CLI commands that might depend on custom providers #1594 (MattDelac)
• Fix contention issue #1582 (woop)
• Ensure that only None types fail predicate #1580 (woop)
• Don't create bigquery dataset if it already exists #1569 (tsotnet)
• Don't lose materialization interval tracking when re-applying feature views #1559 (jklegar)
• Validate project and repo names for apply and init commands #1558 (tedhtchang)
• Bump supported Python version to 3.7 #1504 (tsotnet)

Merged pull requests:

• Rename telemetry to usage #1660 (tsotnet)
• Refactor OfflineStoreConfig classes into their owning modules #1657 (achals)
• Run python unit tests in parallel #1652 (achals)
• Refactor OnlineStoreConfig classes into owning modules #1649 (achals)
• Fix table_refs in BigQuerySource definitions #1644 (tsotnet)
• Make test historical retrieval longer #1630 (MattDelac)
• Fix failing historical retrieval assertion #1622 (woop)
• Add a specific error for missing columns during materialization #1619 (achals)
• Use drop_duplicates() instead of groupby (about 1.5~2x faster) #1617 (rightx2)
• Optimize historical retrieval with BigQuery offline store #1602 (MattDelac)
• Use CONCAT() instead of ROW_NUMBER() #1601 (MattDelac)
• Minor doc fix in the code snippet: Fix to reference the right instance for the retrieved job instance object #1599 (dmatrix)
• Repo and project names should not start with an underscore #1597 (tedhtchang)
• Append nanoseconds to dataset name in test_historical_retrival to prevent tests stomping over each other #1593 (achals)
• Make start and end timestamps tz aware in the CLI #1590 (achals)
• Bump fastavro version #1585 (kevinhu)
• Change OfflineStore class description #1571 (tedhtchang)
• Fix Sphinx documentation building #1563 (woop)
• Add test coverage and remove MacOS integration tests #1562 (woop)
• Improve GCP exception handling #1561 (woop)
• Update default cli no option help message #1550 (tedhtchang)
• Add opt-out exception logging telemetry #1535 (jklegar)
• Add instruction for install Feast on IKS and OpenShift using Kustomize #1534 (tedhtchang)
• BigQuery type to Feast type conversion chart update #1530 (mavysavydav)
• remove unnecessay path join in setup.py #1529 (shihabuddinbuet)
• Add roadmap to documentation #1528 (woop)
• Add test matrix for different Python versions #1526 (woop)
• Update broken urls in the github pr template file #1521 (tedhtchang)
• Add a fixed timestamp to quickstart data #1513 (jklegar)
• Make gcp imports optional #1512 (jklegar)
• Fix documentation inconsistency #1510 (jongillham)
• Upgrade grpcio version in python SDK #1508 (szalai1)
• pre-commit command typo fix in CONTRIBUTING.md #1506 (mavysavydav)
• Add optional telemetry to other CLI commands #1505 (jklegar)

Full Changelog

Implemented enhancements:

• Add to_bigquery() function to BigQueryRetrievalJob #1634 (vtao2)

Fixed bugs:

• Don't use .result() in BigQueryOfflineStore, since it still leads to OOM #1642 (tsotnet)
• Don't load entire bigquery query results in memory #1638 (tsotnet)
• Add entity column validations when getting historical features from bigquery #1614 (achals)

Merged pull requests:

• Make test historical retrieval longer #1630 (MattDelac)
• Fix failing historical retrieval assertion #1622 (woop)
• Optimize historical retrieval with BigQuery offline store #1602 (MattDelac)

Full Changelog

Fixed bugs:

• Fix race condition in historical e2e tests #1620 (woop)

Merged pull requests:

• Use drop_duplicates() instead of groupby (about 1.5~2x faster) #1617 (rightx2)
• Use CONCAT() instead of ROW_NUMBER() #1601 (MattDelac)
• Minor doc fix in the code snippet: Fix to reference the right instance for the retrieved job instance object #1599 (dmatrix)
• Append nanoseconds to dataset name in test_historical_retrival to prevent tests stomping over each other #1593 (achals)
• Make start and end timestamps tz aware in the CLI #1590 (achals)

Full Changelog

Implemented enhancements:

• Add datastore namespace option in configs #1581 (tsotnet)

Fixed bugs:

• Fix contention issue #1582 (woop)
• Ensure that only None types fail predicate #1580 (woop)
• Don't create bigquery dataset if it already exists #1569 (tsotnet)

Merged pull requests:

• Change OfflineStore class description #1571 (tedhtchang)

Full Changelog

Implemented enhancements:

• Add offline_store config #1552 (tsotnet)

Fixed bugs:

• Validate project and repo names for apply and init commands #1558 (tedhtchang)

Merged pull requests:

• Fix Sphinx documentation building #1563 (woop)
• Add test coverage and remove MacOS integration tests #1562 (woop)
• Improve GCP exception handling #1561 (woop)
• Update default cli no option help message #1550 (tedhtchang)
• Add opt-out exception logging telemetry #1535 (jklegar)
• Add instruction for install Feast on IKS and OpenShift using Kustomize #1534 (tedhtchang)

Full Changelog

Implemented enhancements:

• Inferencing of Features in FeatureView and timestamp column of DataSource #1523 (mavysavydav)
• Add Unix Timestamp value type #1520 (MattDelac)
• Fix materialize for None #1481 (qooba)

Merged pull requests:

• BigQuery type to Feast type conversion chart update #1530 (mavysavydav)
• remove unnecessay path join in setup.py #1529 (shihabuddinbuet)
• Add roadmap to documentation #1528 (woop)
• Add test matrix for different Python versions #1526 (woop)
• Update broken urls in the github pr template file #1521 (tedhtchang)
• Upgrade grpcio version in python SDK #1508 (szalai1)
• Better logging for materialize command #1499 (jklegar)

Full Changelog

Implemented enhancements:

• Add support for third party providers #1501 (tsotnet)
• Infer entity dataframe event timestamp column #1495 (jklegar)
• Allow Feast apply to import files recursively (and add .feastignore) #1482 (tsotnet)

Fixed bugs:

• Bump supported Python version to 3.7 #1504 (tsotnet)
• Fix bug in allowing empty repositories to be applied to a GCS registry #1488 (woop)

Merged pull requests:

• Add a fixed timestamp to quickstart data #1513 (jklegar)
• Make gcp imports optional #1512 (jklegar)
• Fix documentation inconsistency #1510 (jongillham)
• pre-commit command typo fix in CONTRIBUTING.md #1506 (mavysavydav)
• Add optional telemetry to other CLI commands #1505 (jklegar)
• Pass entities information to Provider #1498 (MattDelac)
• Update broken urls in contributing.md #1489 (tedhtchang)
• Python docs formatting fixes #1473 (jklegar)

Full Changelog

Fixed bugs:

• Fix bug in allowing empty repositories to be applied to a GCS registry #1488 (woop)

Full Changelog

Fixed bugs:

• Fix time zone issue with get_historical_features #1475 (tsotnet)

Merged pull requests:

• Improve exception handling, logging, and validation #1477 (woop)
• Remove duped pic #1476 (YikSanChan)
• Fix created timestamp related errors for BigQuery source #1474 (jklegar)
• Remove unnecessary MAVEN_CONFIG #1472 (danielsiwiec)
• Fix CLI entities command & add feature-views command #1471 (tsotnet)

Full Changelog

** Implemented enhancements:**

• Add template generation to Feast CLI for Google Cloud Platform #1460 (woop)
• Add support for retrieving data from sources that don't match providers #1454 (woop)
• Add materialize-incremental CLI command #1442 (tsotnet)
• Add registry refreshing and caching #1431 (woop)
• Add missing FeatureStore methods #1423 (jklegar)
• Allow importing of new FeatureStore classes #1422 (woop)
• Add Feast init command #1414 (oavdeev)
• Add support for parquet ingestion #1410 (oavdeev)
• Add materialize_incremental method #1407 (jklegar)
• Add support for pull query from BigQuery #1403 (jklegar)
• Add support for partial apply to create infra #1402 (oavdeev)
• Add online read API to FeatureStore class #1399 (oavdeev)
• Add historical retrieval for BigQuery and Parquet #1389 (woop)
• Add feature views #1386 (oavdeev)
• Implement materialize method #1379 (jklegar)
• Read and write path for Datastore and SQLite #1376 (oavdeev)
• Download BigQuery table to pyarrow table for python-based ingestion flow #1366 (jklegar)
• FeatureStore, FeatureView, Config, and BigQuerySource classes for updated SDK #1364 (jklegar)
• Add support for new deploy CLI #1362 (oavdeev)

** Fixed bugs:**

• Fix time zone access with native python datetimes #1469 (tsotnet)
• Small fixes for created_timestamp #1468 (jklegar)
• Fix offline store (tz-naive & field_mapping issues) #1466 (tsotnet)
• Fix get_online_features return schema #1455 (jklegar)
• Fix noisy path warning #1452 (woop)
• Fix flaky test_feature_store fixture #1447 (jklegar)
• Use timestamp check for token refresh #1444 (terryyylim)
• Fix bug in event timestamp removal in local mode #1441 (jklegar)
• Fix timezone issue in materialize & materialize_incremental #1439 (tsotnet)
• Fix materialization_intervals initialization in FeatureView #1438 (tsotnet)
• Fix broken Terraform installation files #1420 (josegpg)
• Fix retry handling for GCP datastore #1416 (oavdeev)
• Make CLI apply in local mode idempotent #1401 (oavdeev)
• Fix a bug in client archive_project method and fix lint in grpc auth #1396 (randxie)

Merged pull requests:

• Change GCP template names to match local template #1470 (jklegar)
• Add logging to materialize #1467 (woop)
• Validate timestamp column present in entity dataframe #1464 (jklegar)
• Fix & clean up Feast CLI commands #1463 (tsotnet)
• Flatten configuration structure for online store #1459 (woop)
• Optimize write rate in Gcp Firestore #1458 (tsotnet)
• Allow apply to take a single Entity or FeatureView #1457 (jklegar)
• Validate datetimes in materialize in correct order #1456 (jklegar)
• Add test to ensure saving and loading from registry is safe #1453 (woop)
• Port telemetry to FeatureStore API #1446 (jklegar)
• Add materialize-incremental cli test #1445 (tsotnet)
• Support join keys in historical feature retrieval #1440 (jklegar)
• Refactor OfflineStore into Provider #1437 (woop)
• Fix multi-entity online retrieval #1435 (woop)
• Fix feature name consistency between online & historical apis #1434 (tsotnet)
• Rename Metadata Store to Registry #1433 (woop)
• Add support for Pydantic as configuration loader #1432 (woop)
• Add entity join key and fix entity references #1429 (jklegar)
• Slightly more sensible test names #1428 (oavdeev)
• Make entity description optional and fix empty table_ref #1425 (jklegar)
• Add Development Guide for Main Feast Repo Feast Components #1424 (mrzzy)
• Fix protobuf building for Python SDK #1418 (woop)
• Add project name generator #1417 (woop)
• [Python SDK][Auth] Refresh token id w/o gcloud cli #1413 (pyalex)
• Firestore ingestion perf improvements + benchmark script #1411 (oavdeev)
• Fixed old urls in documentation #1406 (tedhtchang)
• Upgrade Gcloud setup dependency #1405 (woop)
• Fix documentation building for Feast SDK #1400 (woop)
• Bump jinja2 from 2.11.2 to 2.11.3 in /sdk/python #1398 (dependabot[bot])
• Improve spark-on-k8s-operator documentation #1397 (jklegar)
• Update Python SDK dependencies #1394 (woop)
• Move Python proto package into submodule #1393 (woop)
• Add nicer validation for repo config #1392 (oavdeev)
• Remove Python CI dependencies #1390 (woop)
• Move Project field to Table/View spec #1388 (woop)
• Remove Mirror CI #1387 (woop)
• Add feedback link to install docs page #1375 (jparthasarthy)
• Support multiple features per key in firestore format spec #1374 (oavdeev)
• Fix hashing algorithm in the firestore spec #1373 (oavdeev)
• Support make protos on Mac #1371 (tedhtchang)
• Add support for privileged tests #1369 (woop)
• Remove base tests folder #1368 (woop)
• Add Firestore online format specification #1367 (oavdeev)
• Improve documentation for k8s-spark resource template #1363 (theofpa)

Full Changelog

Implemented enhancements:

• Add telemetry to Python SDK #1289 (jklegar)

Fixed bugs:

• Fix kafka download url #1298 (jklegar)
• disable telemetry in docker-compose test and job_service #1297 (jklegar)

Full Changelog

Implemented enhancements:

• Enable user to provide spark job template as input for jobservice deployment #1285 (khorshuheng)
• Add feature table name filter to jobs list api #1282 (terryyylim)
• Report observed value for aggregated checks in pre-ingestion feature validation #1278 (pyalex)
• Add docs page for Azure setup #1276 (jklegar)
• Azure example terraform #1274 (jklegar)

Fixed bugs:

• make EMR jar uploader work the same as k8s one #1284 (oavdeev)
• Don't error when azure vars not set #1277 (jklegar)
• Prevent ingestion job config parser from unwanted fieldMapping transformation #1261 (pyalex)
• Features are not being ingested due to max age overflow #1209 (pyalex)
• Feature Table is not being update when only max_age was changed #1208 (pyalex)
• Truncate staging timestamps in entities dataset to ms #1207 (pyalex)
• Bump terraform rds module version #1204 (oavdeev)

Merged pull requests:

• Use date partitioning column in FileSource #1293 (pyalex)
• Add EMR CI/CD entrypoint script #1290 (oavdeev)
• Online serving optimizations #1286 (pyalex)
• Make third party grpc packages recognizable as python module #1283 (khorshuheng)
• Report observed values in feature validation as Gauge #1280 (pyalex)
• Keep same amount of partitions after repartitioning in IngestionJob #1279 (pyalex)
• Add request feature counter metric #1272 (terryyylim)
• Use SEND_INTERRUPT to cancel EMR jobs #1271 (oavdeev)
• Fix historical test flakiness #1270 (jklegar)
• Allow https url for spark ingestion jar #1266 (jklegar)
• Add project name to feature validation metric #1264 (pyalex)
• Use dataproc console url instead of gcs for log uri #1263 (khorshuheng)
• Make nodes priority (for redis cluster) configurable in Serving #1260 (pyalex)
• Enhance job api to return associated feature table and start time #1259 (khorshuheng)
• Reporting metrics from validation UDF #1256 (pyalex)
• Allow use the same timestamp column for both created & even timestamp in Historical Retrieval #1255 (pyalex)
• Apply grpc tracing interceptor on Feast SDK #1243 (khorshuheng)
• Apply grpc tracing interceptor on online serving #1242 (khorshuheng)
• Python UDF in Ingestion being used for feature validation #1234 (pyalex)
• Add spark k8s operator launcher #1225 (oavdeev)
• Add deadletter/read-from-source metrics to batch and stream ingestion #1223 (terryyylim)
• Implement AbstractStagingClient for azure blob storage #1218 (jklegar)
• Configurable materialization destination for view in BigQuerySource #1201 (pyalex)
• Update Feast Core list features method #1176 (terryyylim)
• S3 endpoint configuration #1169 #1172 (mike0sv)
• Increase kafka consumer waiting time in e2e tests #1268 (pyalex)
• E2E tests support for jobservice's control loop #1267 (pyalex)
• Optimize memory footprint for Spark Ingestion Job #1265 (pyalex)
• Fix historical test for azure #1262 (jklegar)
• Change azure https to wasbs and add azure creds to spark #1258 (jklegar)
• Docs, fixes and scripts to run e2e tests in minikube #1254 (oavdeev)
• Fix azure blob storage access in e2e tests #1253 (jklegar)
• Update python version requirements to 3.7 for Dataproc launcher #1251 (pyalex)
• Fix build-ingestion-py-dependencies script #1250 (pyalex)
• Add datadog(statsd) client to python package for IngestionJob #1249 (pyalex)
• Add prow job for azure e2e test #1244 (jklegar)
• Azure e2e test #1241 (jklegar)
• Add Feast Serving histogram metrics #1240 (terryyylim)
• CI should work on python 3.6 #1237 (pyalex)
• Integration test for k8s spark operator support #1236 (oavdeev)
• Add prow config for spark k8s operator integration testing #1235 (oavdeev-tt)
• Upgrading spark to 3.0.1 #1227 (pyalex)
• Support TFRecord as one of the output formats for historical feature retrieval #1222 (khorshuheng)
• Remove stage_dataframe from the launcher interface #1220 (oavdeev)
• Refactor staging client uploader and use it in EMR launcher #1219 (oavdeev)
• Remove unused EMR code #1217 (oavdeev)
• Remove job id from ingested row counter metric #1216 (terryyylim)
• Quickstart link fixed #1213 (szczeles)
• Delete v1 concepts #1194 (terryyylim)
• Dont write defaults to config #1188 (mike0sv)
• Refactor tests which utilizes feature sets #1186 (terryyylim)
• Refactor configurable options and add sphinx docs #1174 (terryyylim)
• Remove unnecessary Google Auth dependency #1170 (woop)

Full Changelog

Implemented enhancements:

• Configurable materialization destination for view in BigQuerySource #1201 (pyalex)

Fixed bugs:

• Fix tag order for release workflow #1205 (terryyylim)
• Fix Feature Table not updated on new feature addition #1197 (khorshuheng)

Merged pull requests:

• Suppress kafka logs in Ingestion Job #1206 (pyalex)
• Add project name to metrics labels in Ingestion Job #1202 (pyalex)

Full Changelog

Implemented enhancements:

• Expires Redis Keys based on Feature Table Max Age #1161 (khorshuheng)
• Jobservice control loop (based on #1140) #1156 (oavdeev)

Fixed bugs:

• Lazy metrics initialization (to correct pick up in executor) #1195 (pyalex)
• Add missing third_party folder #1185 (terryyylim)
• Fix missing name variable instantiation #1166 (terryyylim)

Merged pull requests:

• Bump ssh-agent version #1175 (terryyylim)
• Refactor configurable options and add sphinx docs #1174 (terryyylim)
• Stabilize flaky e2e tests #1173 (pyalex)
• Fix connection resets in CI for Maven #1164 (woop)
• Add dataproc executor resource config #1160 (terryyylim)
• Fix github workflow deprecating env variable #1158 (terryyylim)
• Ensure consistency of github workflow #1157 (terryyylim)

Full Changelog

Implemented enhancements:

• Implement JobService API calls & connect it to SDK #1129 (tsotnet)
• Allow user to specify custom secrets to be mounted on Feast Serving and Feast Core pods #1127 (khorshuheng)
• Allow spark expressions in field mapping during Ingestion #1122 (pyalex)
• Update rest endpoints #1121 (terryyylim)
• Add feature table deletion #1114 (terryyylim)
• Add historical retrieval via job service #1107 (oavdeev)
• Implement list job and get job methods for Dataproc launcher #1106 (khorshuheng)
• Allow entities and features to be updated #1105 (terryyylim)
• Add get_by_id and list_jobs interface to the launcher interface and implement it for EMR #1095 (oavdeev)
• Support redis ssl in feast-serving #1092 (oavdeev)
• Add helm charts for feast jobservice #1081 (tsotnet)
• Terraform cleanup: tags, formatting, better defaults #1080 (oavdeev)
• Update docker-compose for Feast 0.8 #1078 (khorshuheng)
• Configure jupyter env on AWS via terraform #1077 (oavdeev)
• Implement EMR job cancelling #1075 (oavdeev)
• Streaming Ingestion Job supports AVRO format as input #1072 (pyalex)
• Accept Pandas dataframe as input for historical feature retrieval #1071 (khorshuheng)
• Add EMR streaming job launcher #1065 (oavdeev)
• EMR launcher #1061 (oavdeev)
• Add AWS managed kafka config to the example terraform #1058 (oavdeev)
• Feast SDK integration for historical feature retrieval using Spark #1054 (khorshuheng)
• Update GetOnlineFeatures method in sdks #1052 (terryyylim)
• "Start Offline-to-online ingestion" method in Python SDK #1051 (pyalex)
• Adding support for custom grpc dial options in Go SDK #1043 (ankurs)
• CLI command to start/stop/list streaming ingestion job on emr #1040 (oavdeev)
• Update serving service to handle new redis encoding #1038 (terryyylim)
• terraform config for aws #1033 (oavdeev)
• Streaming Ingestion Pipeline with Spark #1027 (pyalex)
• Run offline-to-online ingestion job on EMR #1026 (oavdeev)
• Add redis SSL support to the offline-to-online ingestion job #1025 (oavdeev)
• Dataproc and Standalone Cluster Spark Job launcher #1022 (khorshuheng)
• Pyspark job for feature batch retrieval #1021 (khorshuheng)
• Batch Ingestion Job rewritten on Spark #1020 (pyalex)
• Add Feature Tables API to Core & Python SDK #1019 (mrzzy)
• Introduce Entity as higher-level concept #1014 (terryyylim)

Fixed bugs:

• Fix stencil client serialization issue #1147 (pyalex)
• Deadletter path is being incorrectly joined #1144 (pyalex)
• In Historical Retrieval (SDK) use project from client context #1138 (pyalex)
• Pass project from context to get entities #1137 (pyalex)
• JobService is in crashloop after installing helm chart #1135 (pyalex)
• Fix env var names for jupyter terraform config #1085 (oavdeev)
• Fix java class name validation #1084 (oavdeev)
• Multiple tiny AWS related fixes #1083 (oavdeev)

Merged pull requests:

• Make created_timestamp property optional in KafkaSource #1146 (pyalex)
• In Streaming E2E Test filter kafka consumers by group id prefix #1145 (pyalex)
• Limit concurrency on e2e test runs to 1 #1142 (oavdeev)
• Update prow trigger for AWS #1139 (oavdeev)
• e2e test fixes to make them work on AWS #1132 (oavdeev)
• Add feature table name & job id to deadletter destination #1143 (pyalex)
• Drop hardcoded FEAST_CORE_URL env from JobService helm chart #1136 (pyalex)
• Add Prow to AWS codebuild trigger #1133 (oavdeev)
• Optional IngestionJob parameters passed by Spark Launcher #1130 (pyalex)
• Wait for job to be ready before cancelling #1126 (khorshuheng)
• Ability to run e2e tests in non-default project #1125 (pyalex)
• Ensure job is completed when ingesting to BQ #1123 (terryyylim)
• Add end-to-end Prow Job launcher for AWS tests #1118 (woop)
• Add confluent kafka installation to minimal notebook #1116 (woop)
• Scaffolding for integration tests #1113 (khorshuheng)
• Add serving integration test for updated feature type #1112 (terryyylim)
• In Historical Retrieval from BQ join between source & entities is performed inside BQ #1110 (pyalex)
• Make created timestamp column optional #1108 (khorshuheng)
• Add validation when feature type is changed #1102 (terryyylim)
• E2E flow in prow is working #1101 (pyalex)
• Return e2e back to prow runner #1100 (pyalex)
• Add gh workflow for dockerhub #1098 (terryyylim)
• Make demo notebook work on AWS #1097 (oavdeev)
• Update Kubernetes setup for Feast 0.8 #1096 (khorshuheng)
• Refactored end-to-end tests fully orchestrated by pytest #1094 (pyalex)
• Disable statsd by default for spark #1089 (oavdeev-tt)
• Restructure tutorial subfolder #1088 (terryyylim)
• Remove load test from github action #1087 (khorshuheng)
• Add more explanations to the demo notebook, use local file system instead of GCS by default #1086 (khorshuheng)
• Tutorial (Full demo) in Jupyter #1079 (pyalex)
• Add unit test for historical retrieval with panda dataframe #1073 (khorshuheng)
• Remove outdated tutorials #1069 (terryyylim)
• Add method to add feature to Feature table #1068 (terryyylim)
• Historical feature retrieval e2e test #1067 (khorshuheng)
• Use RedisKeyV2 as key serializer and java murmur implementation in Redis Sink #1064 (pyalex)
• Use existing staging client for dataproc staging #1063 (khorshuheng)
• Cleanup CLI and Python dependencies #1062 (terryyylim)
• Refactor Spark Job launcher API #1060 (pyalex)
• Create empty Job Service #1059 (tsotnet)
• Replace Data Source specific format options with DataFormat message #1049 (mrzzy)
• Add created_timestamp_column to DataSource. Rename timestamp_column -> event_timestamp_column #1048 (pyalex)
• Cleanup e2e and docker-compose tests #1035 (terryyylim)
• Add svc account volume mount to prow jobs #1034 (terryyylim)
• Update prow config and makefile #1024 (terryyylim)
• Refactor Python SDK to remove v1 concepts #1023 (terryyylim)

Full Changelog

Fixed bugs:

• Provide stable jobName in RowMetrics labels #1028 (pyalex)

Full Changelog

Breaking changes:

• Add request response logging via fluentd #961 (terryyylim)
• Run JobCoontroller as separate application #951 (pyalex)
• Output Subject Claim as Identity in Logging interceptor #946 (mrzzy)
• Use JobManager's backend as persistent storage and source of truth #903 (pyalex)
• Fix invalid characters for project, featureset, entity and features creation #976 (terryyylim)

Implemented enhancements:

• Add redis key prefix as an option to Redis cluster #975 (khorshuheng)
• Authentication Support for Java & Go SDKs #971 (mrzzy)
• Add configurable prefix to Consumer Group in IngestionJob's Kafka reader #969 (terryyylim)
• Configurable kafka consumer in IngestionJob #959 (pyalex)
• Restart Ingestion Job on code version update #949 (pyalex)
• Add REST endpoints for Feast UI #878 (SwampertX)
• Upgrade Feast dependencies #876 (pyalex)

Fixed bugs:

• Fix Java & Go SDK TLS support #986 (mrzzy)
• Fix Python SDK setuptools not supporting tags required for Go SDK to be versioned. #983 (mrzzy)
• Fix Python native types multiple entities online retrieval #977 (terryyylim)
• Prevent historical retrieval from failing on dash in project / featureSet name #970 (pyalex)
• Fetch Job's labels from dataflow #968 (pyalex)
• Fetch Job's Created Datetime from Dataflow #966 (pyalex)
• Fix flaky tests #953 (pyalex)
• Prevent field duplications on schema merge in BigQuery sink #945 (pyalex)
• Fix Audit Message Logging Interceptor Race Condition #938 (mrzzy)
• Bypass authentication for metric endpoints on Serving. #936 (mrzzy)
• Fix grpc security variables name and missing exec qualifier in docker.dev #935 (jmelinav)
• Remove extra line that duplicates statistics list #934 (terryyylim)
• Fix empty array when retrieving stats data #930 (terryyylim)
• Allow unauthenticated access when Authorization is disabled and to Health Probe #927 (mrzzy)
• Impute default project if empty before authorization is called #926 (jmelinav)
• Fix Github Actions CI load-test job failing due inability to install Feast Python SDK. #914 (mrzzy)
• Fix Online Serving unable to retrieve feature data after Feature Set update. #908 (mrzzy)
• Fix unit tests not running in feast.core package. #883 (mrzzy)
• Exclude dependencies signatures from IngestionJob package #879 (pyalex)
• Prevent race condition in BQ sink jobId generation #877 (pyalex)
• Add IngestionId & EventTimestamp to FeatureRowBatch to calculate lag metric correctly #874 (pyalex)
• Fix typo for fluentd request response map key #989 (terryyylim)
• Reduce polling interval for docker-compose test and fix flaky e2e test #982 (terryyylim)
• Fix rate-limiting issue on github actions for master branch #974 (terryyylim)
• Fix docker-compose test #973 (terryyylim)
• Fix Helm chart requirements lock and version linting #925 (woop)
• Fix Github Actions failures due to possible rate limiting. #972 (mrzzy)
• Fix docker image building for PR commits #907 (woop)
• Fix Github Actions versioned image push #994(mrzzy)
• Fix Go SDK extra colon in metadata header for Authentication #1001(mrzzy)
• Fix lint version not pulling tags. #999(mrzzy)
• Call fallback only when theres missing keys #1009 (pyalex)

Merged pull requests:

• Add cryptography to python ci-requirements #988 (pyalex)
• Allow maps in environment variables in helm charts #987 (pyalex)
• Speed up Github Actions Docker builds #980 (mrzzy)
• Use setup.py develop instead of pip install -e #967 (pyalex)
• Peg black version #963 (terryyylim)
• Remove FeatureRow compaction in BQ sink #960 (pyalex)
• Get job controller deployment for docker compose back #958 (pyalex)
• Revert job controller deployment for docker compose #957 (woop)
• JobCoordinator use public API to communicate with Core #943 (pyalex)
• Allow Logging Interceptor to be toggled by Message Logging Enabled Flag #940 (mrzzy)
• Clean up Feast CI, docker compose, and notebooks #916 (woop)
• Allow use of Kubernetes for Github Actions #910 (woop)
• Wait for docker images to be ready for e2e dataflow test #909 (woop)
• Add docker image building to GitHub Actions and consolidate workflows #898 (woop)
• Add load test GitHub Action #897 (woop)
• Typo in feature sets example. #894 (ashwinath)
• Add auth integration tests #892 (woop)
• Integration Test for Job Coordinator #886 (pyalex)
• BQ sink produces sample of successful inserts #875 (pyalex)
• Add Branch and RC Awareness to Version Lint & Fix Semver Regex #998 (mrzzy)

Full Changelog

Implemented enhancements:

• Redis sink flushes only rows that have more recent eventTimestamp #913 (pyalex)
• Dataflow runner options: disk type & streaming engine #906 (pyalex)
• Add Structured Audit Logging #891 (mrzzy)
• Add Authentication and Authorization for feast serving #865 (jmelinav)
• Throw more informative exception when write_triggering_frequency_seconds is missing #917 (pyalex)
• Add caching to authorization #884 (jmelinav)
• Add Auth header #885 (AnujaVane)

Fixed bugs:

• Fix Online Serving unable to retrieve feature data after Feature Set update. #908 (mrzzy)
• Fix Python SDK ingestion for featureset name that exist in multiple projects #868 (terryyylim)
• Backport delay in Redis acknowledgement of spec #915 (woop)
• Allow unauthenticated access when Authorization is disabled and to Health Probe #927 (mrzzy)

Merged pull requests:

• Upgrade Feast dependencies #876 (pyalex)

Full Changelog

Implemented enhancements:

• Improve parallelization in Redis Sink #866 (pyalex)
• BQ sink produces sample of successful inserts #875 (pyalex)

Fixed bugs:

• Add IngestionId & EventTimestamp to FeatureRowBatch to calculate lag metric correctly #874 (pyalex)
• Prevent race condition in BQ sink jobId generation #877 (pyalex)

Full Changelog

Breaking changes:

• Compute and write metrics for rows prior to store writes #763 (zhilingc)

Implemented enhancements:

• Allow users compute statistics over retrieved batch datasets #799 (zhilingc)
• Replace Keto Authorization with External HTTP Authorization #864 (woop)
• Add disk size as Dataflow Job Configuration #841 (khorshuheng)
• JobCoordinator may be turned off by configuration #829 (pyalex)
• Allow ingestion job grouping/consolidation to be configurable #825 (pyalex)
• Add subscriptions blacklist functionality #813 (terryyylim)
• Add Common module #801 (terryyylim)
• FeatureSets are delivered to Ingestion Job through Kafka #792 (pyalex)
• Add YAML export to Python SDK #782 (woop)
• Add support to Python SDK for staging files on Amazon S3 #769 (jmelinav)
• Add support for version method in Feast SDK and Core #759 (woop)
• Upgrade ingestion to allow for in-flight updates to feature sets for sinks #757 (pyalex)
• Add Discovery API for listing features #797 (terryyylim)
• Authentication and authorization support #793 (dr3s)
• Add API for listing feature sets using labels #785 (terryyylim)

Fixed bugs:

• Bypass authentication for metric endpoints #862 (woop)
• Python SDK listing of ingestion job fails for featureset reference filter #861 (terryyylim)
• Fix BigQuerySink successful output to produce only once #858 (pyalex)
• Re-applying of featuresets does not update label changes #857 (terryyylim)
• BQ Sink is failing when Feature consists of only null values #853 (pyalex)
• Fix FeatureSetJobStatus removal #848 (pyalex)
• Fix: JobCoordinator tries to create duplicate FeatureSetJobStatuses #847 (pyalex)
• Replace IngestionJob when store was updated #846 (pyalex)
• Don't send unrecognized featureSets to deadletter in IngestionJob #845 (pyalex)
• Deallocate featureSet from job when source changed #844 (pyalex)
• Fix CPU count selection in Python SDK for non-Unix #839 (pyalex)
• Write metrics for store allocated rows only #830 (zhilingc)
• Prevent reserved fields from being registered #819 (terryyylim)
• Fix Optional#get() and string comparison bugs in JobService #804 (ches)
• Publish helm chart script should not modify the chart content #779 (khorshuheng)
• Fix pipeline options toArgs() returning empty list #765 (zhilingc)
• Remove usage of parallel stream for feature value map generation #751 (khorshuheng)

Merged pull requests:

• Remove Spring Boot from auth tests #859 (woop)
• Authentication and Authorization into feast-auth module. #856 (jmelinav)
• Keep StoreProto inside JobStore to decouple JobCoordination from SpecService internals #852 (pyalex)
• Enable isort for Python SDK #843 (woop)
• Replace batch with historical for Python SDK retrieval #842 (woop)
• Upgrade pandas to 1.0.x #840 (duongnt)
• Ensure store subscriptions are migrated to allow exclusion schema #838 (pyalex)
• Remove project reference from feature set id in stats example notebook #836 (zhilingc)
• Enable linting and formatting for e2e tests #832 (woop)
• IngestionJob is being gracefully replaced to minimize downtime #828 (pyalex)
• Add native types for Python SDK online retrieval #826 (terryyylim)
• Send acknowledgment on Spec Update only after sinks are ready #822 (pyalex)
• Remove Duplicated Strip Projects Code from SDKs #820 (mrzzy)
• Consolidate ingestion jobs to one job per source #817 (pyalex)
• Add missing key count metric #816 (terryyylim)
• Create table in BigQuery if doesn't exists when new FeatureSetSpec arrived to IngestionJob #815 (pyalex)
• Refactor common module's feature string reference method #814 (terryyylim)
• Fix typo in documentation #811 (ravisuhag)
• Database Schema migration for RELEASE 0.6 with Flyway #810 (pyalex)
• Update helm installation docs - Fix broken link #808 (davidheryanto)
• Add authentication support for end-to-end tests #807 (jmelinav)
• Use latest instead of dev as the default image tag in helm charts #806 (duongnt)
• Build Feast Jupyter image and clean up examples #803 (woop)
• Move communication with IngestionJob to JobCoordinator #800 (pyalex)
• Compression of FeatureRows collection in memory #798 (pyalex)
• Add Kubernetes Pod labels to Core and Serving. #795 (ashwinath)
• Add v0.3.8 changelog #788 (ches)
• Update change log due to release 0.5.1 #783 (khorshuheng)
• Refactor end-to-end tests to reduce duplication #758 (woop)
• Recompile golang protos to include new FeatureSetStatus #755 (zhilingc)
• Merge Redis cluster connector with Redis connector #752 (pyalex)

Full Changelog

Implemented enhancements:

• Add support for version method in Feast SDK and Core #759 (woop)
• Refactor runner configuration, add labels to dataflow options #718 (zhilingc)

Fixed bugs:

• Fix pipeline options toArgs() returning empty list #765 (zhilingc)
• Fix project argument for feature set describe in CLI #731 (terryyylim)
• Fix Go and Java SDK Regressions #729 (mrzzy)
• Remove usage of parallel stream for feature value map generation #751 (khorshuheng)
• Restore Feast Java SDK and Ingestion compatibility with Java 8 runtimes #722 (ches)
• Python sdk bug fixes #723 (zhilingc)

Merged pull requests:

• Increase Jaeger Tracing coverage #719 (terryyylim)
• Recompile golang protos to include new FeatureSetStatus #755 (zhilingc)
• Merge Redis cluster connector with Redis connector #752 (pyalex)
• Remove unused Hibernate dep from Serving #721 (ches)

Full Changelog

Breaking changes:

• Add .proto to packages of Protobuf generated Java classes #700 (woop)
• Add support for feature set updates and remove versions #676 (zhilingc)
• Feast configuration files refactored #611 (woop)

See Feast 0.5 Release Issue for more details.

Implemented enhancements:

• Add general storage API and refactor existing store implementations #567 (zhilingc)
• Add support for feature set updates and remove versions #676 (zhilingc)
• Add unique ingestion id for all batch ingestions #656 (zhilingc)
• Add storage interfaces #529 (zhilingc)
• Add BigQuery storage implementation #546 (zhilingc)
• Add Redis storage implementation #547 (zhilingc)
• Add Support for Redis Cluster #502 (lavkesh)
• Add Ingestion Job management API for Feast Core #548 (mrzzy)
• Add feature and feature set labels for metadata #536 (imjuanleonard)
• Update Python SDK so FeatureSet can import Schema from Tensorflow metadata #450 (davidheryanto)

Fixed bugs:

• Add feature set status JOB_STARTING to denote feature sets waiting for job to get to RUNNING state #714 (zhilingc)
• Remove feature set status check for job update requirement #708 (khorshuheng)
• Fix Feast Core docker image #703 (khorshuheng)
• Include server port config on the generated application.yml #696 (khorshuheng)
• Fix typo in all types parquet yml file (e2e test) #683 (khorshuheng)
• Add grpc health probe implementation to core #680 (zhilingc)
• Ensure that generated python code are considered as module #679 (khorshuheng)
• Fix DataflowJobManager to update existing job instance instead of creating new one #678 (zhilingc)
• Fix config validation for feast.jobs.metrics.host #662 (davidheryanto)
• Docker compose bug fix #661 (woop)
• Swap join columns #647 (zhilingc)
• Fix Feast Serving not registering its store in Feast Core #641 (mrzzy)
• Kafka producer should raise an exception when it fails to connect to broker #636 (junhui096)

Merged pull requests:

• Change organization from gojek to feast-dev #712 (woop)
• Extract feature set update tests so CI doesn't run it #709 (zhilingc)
• Ensure that batch retrieval tests clean up after themselves #704 (zhilingc)
• Apply default project to rows without project during ingestion #701 (zhilingc)
• Update tests to correct compute region #699 (terryyylim)
• Make Projects optional & Update Feature References #693 (mrzzy)
• Add Java code coverage reporting #686 (ches)
• Update e2e tests to allow non-SNAPSHOT testing #672 (woop)
• Move TFDV stats to higher-numbered protobuf fields #669 (ches)
• Clean up Docker Compose and add test #668 (woop)
• Enable Prow e2e tests by default #666 (woop)
• Add label checking to Prow #665 (woop)
• Upgrade Github Checkout action to v2 #660 (khorshuheng)
• Fix Redis cluster e2e #659 (terryyylim)
• Split Field model into distinct Feature and Entity objects #655 (zhilingc)
• Use Runner enum type instead of string for Job model #651 (ches)
• JobUpdateTask cleanups #650 (ches)
• Update approvers list #648 (khorshuheng)
• Update end-to-end test config #645 (zhilingc)
• Fix bigquery config for serving store #644 (zhilingc)
• Fix Dataflow translator bug #643 (zhilingc)
• Fix subscription config and doctests #634 (woop)
• Correct links to why-feast and concepts doc site #627 (anderseriksson)
• Make error on retrieval of nonexistent feature humanly readable #625 (mrzzy)
• Generate golang code for non-serving protos #618 (zhilingc)
• Regenerate golang code, fix proto comparisons #616 (zhilingc)
• Fix doc building #603 (woop)
• Pin Jupyter Notebook version #597 (imjuanleonard)
• Create project if not exists on applyFeatureSet #596 (Joostrothweiler)
• Apply a fixed window before writing row metrics #590 (davidheryanto)
• Allow tests to run on non-master branches #588 (woop)

Full Changelog

Merged pull requests:

• Add log4j-web jar to core and serving. #498 (Yanson)
• Clear all the futures when sync is called. #501 (lavkesh)
• Encode feature row before storing in Redis #530 (khorshuheng)
• Remove transaction when listing projects #522 (davidheryanto)
• Remove unused ingestion deps #520 (ches)
• Parameterize end to end test scripts. #433 (Yanson)
• Replacing Jedis With Lettuce in ingestion and serving #485 (lavkesh)

Full Changelog

Merged pull requests:

• Rename metric name for request latency in feast serving #488 (davidheryanto)
• Allow use of secure gRPC in Feast Python client #459 (Yanson)
• Extend WriteMetricsTransform in Ingestion to write feature value stats to StatsD #486 (davidheryanto)
• Remove transaction from Ingestion #480 (imjuanleonard)
• Fix fastavro version used in Feast to avoid Timestamp delta error #490 (davidheryanto)
• Fail Spotless formatting check before tests execute #487 (ches)
• Reduce refresh rate of specification refresh in Serving to 10 seconds #481 (woop)

Full Changelog

Merged pull requests:

• Use bzip2 compressed feature set json as pipeline option #466 (khorshuheng)
• Make redis key creation more determinisitic #471 (zhilingc)
• Helm Chart Upgrades #458 (Yanson)
• Exclude version from grouping #441 (khorshuheng)
• Use concrete class for AvroCoder compatibility #465 (zhilingc)
• Fix typo in split string length check #464 (zhilingc)
• Update README.md and remove versions from Helm Charts #457 (woop)
• Deduplicate example notebooks #456 (woop)
• Allow users not to set max age for batch retrieval #446 (zhilingc)

Full Changelog

Merged pull requests:

• Change RedisBackedJobService to use a connection pool #439 (zhilingc)
• Update GKE installation and chart values to work with 0.4.3 #434 (lgvital)
• Remove "resource" concept and the need to specify a kind in feature sets #432 (woop)
• Add retry options to BigQuery #431 (Yanson)
• Fix logging #430 (Yanson)
• Add documentation for bigquery batch retrieval #428 (zhilingc)
• Publish datatypes/java along with sdk/java #426 (ches)
• Update basic Feast example to Feast 0.4 #424 (woop)
• Introduce datatypes/java module for proto generation #391 (ches)

Full Changelog

Fixed bugs:

• Bugfix for redis ingestion retries throwing NullPointerException on remote runners #417 (khorshuheng)

Full Changelog

Fixed bugs:

• Missing argument in error string in ValidateFeatureRowDoFn #401

Merged pull requests:

• Define maven revision property when packaging jars in Dockerfile so the images are built successfully #410 (davidheryanto)
• Deduplicate rows in subquery #409 (zhilingc)
• Filter out extra fields, deduplicate fields in ingestion #404 (zhilingc)
• Automatic documentation generation for gRPC API #403 (woop)
• Update feast core default values to include hibernate merge strategy #400 (zhilingc)
• Move cli into feast package #398 (zhilingc)
• Use Nexus staging plugin for deployment #394 (khorshuheng)
• Handle retry for redis io flow #274 (khorshuheng)

Full Changelog

Merged pull requests:

• Add project-related commands to CLI #397 (zhilingc)

Full Changelog

Implemented enhancements:

• Edit description in feature specification to also reflect in BigQuery schema description. #239
• Allow for disabling of metrics pushing #57

Merged pull requests:

• Java SDK release script #406 (davidheryanto)
• Use fixed 'dev' revision for test-e2e-batch #395 (davidheryanto)
• Project Namespacing #393 (woop)
• <docs>(concepts): change data types to upper case because lower case … #389 (david30907d)
• Remove alpha v1 from java package name #387 (khorshuheng)
• Minor bug fixes for Python SDK #383 (voonhous)
• Allow user to override job options #377 (khorshuheng)
• Add documentation to default values.yaml in Feast chart #376 (davidheryanto)
• Add support for file paths for providing entity rows during batch retrieval #375 (voonhous)
• Update sync helm chart script to ensure requirements.lock in in sync with requirements.yaml #373 (davidheryanto)
• Catch errors thrown by BQ during entity table loading #371 (zhilingc)
• Async job management #361 (zhilingc)
• Infer schema of PyArrow table directly #355 (voonhous)
• Add readiness checks for Feast services in end to end test #337 (davidheryanto)
• Create CHANGELOG.md #321 (woop)

Full Changelog

Implemented enhancements:

• v0.3 backport: Add feature and feature set labels #737 (ches)

Merged pull requests:

• v0.3 backport: Add Java coverage reporting #734 (ches)

Full Changelog

Merged pull requests:

• Moved end-to-end test scripts from .prow to infra #657 (khorshuheng)
• Backported #566 & #647 to v0.3 #654 (ches)

Merged pull requests:

Full Changelog

• Add support for file paths for providing entity rows during batch retrieval #375 (voonhous)

Full Changelog

Merged pull requests:

• Always set destination table in BigQuery query config in Feast Batch Serving so it can handle large results #392 (davidheryanto)

Full Changelog

Merged pull requests:

• Make redis key creation more determinisitic #380 (zhilingc)

Full Changelog

Implemented enhancements:

• Added Docker Compose for Feast #272
• Added ability to check import job status and cancel job through Python SDK #194
• Added basic customer transactions example #354 (woop)

Merged pull requests:

• Added Prow jobs to automate the release of Docker images and Python SDK #369 (davidheryanto)
• Fixed installation link in README.md #368 (Jeffwan)
• Fixed Java SDK tests not actually running (missing dependencies) #366 (woop)
• Added more batch retrieval tests #357 (zhilingc)
• Python SDK and Feast Core Bug Fixes #353 (woop)
• Updated buildFeatureSets method in Golang SDK #351 (davidheryanto)
• Python SDK cleanup #348 (woop)
• Broke up queries for point in time correctness joins #347 (zhilingc)
• Exports gRPC call metrics and Feast resource metrics in Core #345 (davidheryanto)
• Fixed broken Google Group link on Community page #343 (ches)
• Ensured ImportJobTest is not flaky by checking WriteToStore metric and requesting adequate resources for testing #332 (davidheryanto)
• Added docker-compose file with Jupyter notebook #328 (khorshuheng)
• Added minimal implementation of ingesting Parquet and CSV files #327 (voonhous)

Full Changelog

Merged pull requests:

• Fixed incorrect BigQuery schema creation from FeatureSetSpec #340 (davidheryanto)
• Filtered out feature sets that dont share the same source #339 (zhilingc)
• Changed latency calculation method to not use Timer #338 (zhilingc)
• Moved Prometheus annotations to pod template for serving #336 (zhilingc)
• Removed metrics windowing, cleaned up step names for metrics writing #334 (zhilingc)
• Set BigQuery table time partition inside get table function #333 (zhilingc)
• Added unit test in Redis to return values with no max age set #329 (smadarasmi)
• Consolidated jobs into single steps instead of branching out #326 (zhilingc)
• Pinned Python SDK to minor versions for dependencies #322 (woop)
• Added Auto format to Google style with Spotless #317 (ches)

Full Changelog

Merged pull requests:

• Added Prometheus metrics to serving #316 (zhilingc)
• Changed default job metrics sink to Statsd #315 (zhilingc)
• Fixed module import error in Feast CLI #314 (davidheryanto)

Full Changelog

Summary:

• Introduced "Feature Sets" as a concept with a new Feast Core API, Feast Serving API
• Upgraded Python SDK to support new Feast API. Allows for management of Feast as a library or through the command line.
• Implemented a Golang SDK and Java SDK to support the new Feast Core and Feast Serving APIs.
• Added support for multi-feature set retrieval and joins.
• Added point-in-time correct retrieval for both batch and online serving.
• Added support for an external source in Kafka.
• Added job management to Feast Core to manage ingestion/population jobs to remote Feast deployments
• Added metric support through Prometheus

Merged pull requests:

• Regenerate go protos #313 (zhilingc)
• Bump chart version to 0.3.0 #311 (zhilingc)
• Refactored Core API: ListFeatureSets, ListStore, and GetFeatureSet #309 (woop)
• Use Maven's --also-make by default #308 (ches)
• Python SDK Ingestion and schema inference updates #307 (woop)
• Batch ingestion fix #299 (zhilingc)
• Update values-demo.yaml to make Minikube installation simpler #298 (woop)
• Fix bug in core not setting default Kafka source #297 (woop)
• Replace Prometheus logging in ingestion with StatsD logging #293 (woop)
• Feast Core: Stage files manually when launching Dataflow jobs #291 (davidheryanto)
• Database tweaks #290 (smadarasmi)
• Feast Helm charts and build script #289 (davidheryanto)
• Fix max_age changes not updating specs and add TQDM silencing flag #292 (woop)
• Ingestion fixes #286 (zhilingc)
• Consolidate jobs #279 (zhilingc)
• Import Spring Boot's dependency BOM, fix spring-boot:run at parent project level #276 (ches)
• Feast 0.3 Continuous Integration (CI) Update #271 (davidheryanto)
• Add batch feature retrieval to Python SDK #268 (woop)
• Set Maven build requirements and some project POM metadata #267 (ches)
• Python SDK enhancements #264 (woop)
• Use a symlink for Java SDK's protos #263 (ches)
• Clean up the Maven build #262 (ches)
• Add golang SDK #261 (zhilingc)
• Move storage configuration to serving #254 (zhilingc)
• Serving API changes for 0.3 #253 (zhilingc)

Full Changelog

Implemented enhancements:

• Feast cli config file should be settable by an env var #149
• Helm chart for deploying feast using Flink as runner #64
• Get ingestion metrics when running on Flink runner #63
• Move source types into their own package and discover them using java.util.ServiceLoader #61
• Change config to yaml #51
• Ability to pass runner option during ingestion job submission #50

Fixed bugs:

• Fix Print Method in Feast CLI #211
• Dataflow monitoring by core is failing with incorrect job id #153
• Feast core crashes without logger set #150

Merged pull requests:

• Remove redis transaction #280 (pradithya)
• Fix tracing to continue from existing trace created by grpc client #245 (pradithya)

Full Changelog

Fixed bugs:

• Batch Import, feature with datetime format issue #203
• Serving not correctly reporting readiness check if there is no activity #190
• Serving stop periodically reloading feature specification after a while #188

Merged pull requests:

• Add romanwozniak to prow owners config #216 (romanwozniak)
• Implement filter for create dataset api #215 (pradithya)
• expand raw column to accomodate more features ingested in one go #213 (budi)
• update feast installation docs #210 (budi)
• Add Prow job for unit testing Python SDK #209 (davidheryanto)
• fix create_dataset #208 (budi)
• Update Feast installation doc #207 (davidheryanto)
• Fix unit test cli in prow script not returning correct exit code #206 (davidheryanto)
• Fix pytests and make TS conversion conditional #205 (zhilingc)
• Use full prow build id as dataset name during test #200 (davidheryanto)
• Add Feast CLI / python SDK documentation #199 (romanwozniak)
• Update library version to fix security vulnerabilities in dependencies #198 (davidheryanto)
• Update Prow configuration for Feast CI #197 (davidheryanto)
• [budi] update python sdk quickstart #196 (budi)
• Readiness probe #191 (pradithya)
• Fix periodic feature spec reload #189 (pradithya)
• Fixed a typo in environment variable in installation #187 (gauravkumar37)
• Revert "Update Quickstart" #185 (zhilingc)
• Update Quickstart #184 (pradithya)
• Continuous integration and deployment (CI/CD) update #183 (davidheryanto)
• Remove feature specs being able to declare their serving or warehouse stores #159 (tims)

Full Changelog

Fixed bugs:

• Fix BigQuery query template to retrieve training data #182 (davidheryanto)

Merged pull requests:

• Add python init files #176 (zhilingc)
• Change pypi package from Feast to feast #173 (zhilingc)

Full Changelog

Implemented enhancements:

• Removal of storing historical value of feature in serving storage #53
• Remove feature "granularity" and relegate to metadata #17

Closed issues:

• Add ability to name an import job #167
• Ingestion retrying an invalid FeatureRow endlessly #163
• Ability to associate data ingested in Warehouse store to its ingestion job #145
• Missing (Fixing) unit test for FeatureRowKafkaIO #132

Merged pull requests:

• Catch all kind of exception to avoid retrying #171 (pradithya)
• Integration test #170 (zhilingc)
• Proto error #169 (pradithya)
• Add --name flag to submit job #168 (pradithya)
• Prevent throwing RuntimeException when invalid proto is received #166 (pradithya)
• Add davidheryanto to OWNER file #165 (pradithya)
• Check validity of event timestamp in ValidateFeatureRowDoFn #164 (pradithya)
• Remove granularity #162 (pradithya)
• Better Kafka test #160 (tims)
• Simplify and document CLI building steps #158 (thirteen37)
• Fix link typo in README.md #156 (pradithya)
• Add Feast admin quickstart guide #155 (thirteen37)
• Pass all specs to ingestion by file #154 (tims)
• Preload spec in serving cache #152 (pradithya)
• Add job identifier to FeatureRow #147 (mansiib)
• Fix unit tests #146 (mansiib)
• Add thirteen37 to OWNERS #144 (thirteen37)
• Fix import spec created from Importer.from_csv #143 (pradithya)
• Regenerate go #142 (zhilingc)
• Flat JSON for pubsub and text files #141 (tims)
• Add wait flag for jobs, fix go proto path for dataset service #138 (zhilingc)
• Fix Python SDK importer's ability to apply features #135 (woop)
• Refactor stores #110 (tims)
• Coalesce rows #89 (tims)
• Remove historical feature in serving store #87 (pradithya)

Full Changelog

Implemented enhancements:

• Coalesce FeatureRows for improved "latest" value consistency in serving stores #88
• Kafka source #22

Closed issues:

• Preload Feast's spec in serving cache #151
• Feast csv data upload job #137
• Blocking call to start feast ingestion job #136
• Python SDK fails to apply feature when submitting job #134
• Default dump format should be changed for Python SDK #133
• Listing resources and finding out system state #131
• Reorganise ingestion store classes to match architecture #109

Full Changelog

Implemented enhancements:

• Spring boot CLI logs show up as JSON #104
• Allow for registering feature that doesn't have warehouse store #5

Fixed bugs:

• Error when submitting large import spec #125
• Ingestion is not ignoring unknown feature in streaming source #99
• Vulnerability in dependency (core - jackson-databind ) #92
• TF file for cloud build trigger broken #72
• Job Execution Failure with NullPointerException #46
• Runtime Dependency Error After Upgrade to Beam 2.9.0 #44
• [FlinkRunner] Core should not follow remote flink runner job to completion #21
• Go packages in protos use incorrect repo #16

Merged pull requests:

• Disable test during docker image creation #129 (pradithya)
• Repackage helm chart #127 (pradithya)
• Increase the column size for storing raw import spec #126 (pradithya)
• Update Helm Charts (Redis, Logging) #123 (woop)
• Added LOG_TYPE environmental variable #120 (woop)
• Fix missing Redis write #119 (pradithya)
• add logging when error on request feature #117 (pradithya)
• run yarn run build during generate-resource #115 (pradithya)
• Add loadBalancerSourceRanges option for both serving and core #114 (zhilingc)
• Build master #112 (pradithya)
• Cleanup warning while building proto files #108 (pradithya)
• Embed ui build & packaging into core's build #106 (pradithya)
• Add build badge to README #103 (woop)
• Ignore features in FeatureRow if it's not requested in import spec #101 (pradithya)
• Add override for serving service static ip #100 (zhilingc)
• Fix go test #97 (zhilingc)
• add missing copyright headers and fix test fail due to previous merge #95 (tims)
• Allow submission of kafka jobs #94 (zhilingc)
• upgrade jackson databind for security vulnerability #93 (tims)
• Version revert #91 (zhilingc)
• Fix validating feature row when the associated feature spec has no warehouse store #90 (pradithya)
• Add get command #85 (zhilingc)
• Avoid error thrown when no storage for warehouse/serving is registered #83 (pradithya)
• Fix jackson dependency issue #82 (zhilingc)
• Allow registration of feature without warehouse store #80 (pradithya)
• Remove branch from cloud build trigger #79 (woop)
• move read transforms into "source" package as FeatureSources #74 (tims)
• Fix tag regex in tf file #73 (zhilingc)
• Update charts #71 (mansiib)
• Deduplicate storage ids before we fetch them #68 (tims)
• Check the size of result against deduplicated request #67 (pradithya)
• Add ability to submit ingestion job using Flink #62 (pradithya)
• Fix vulnerabilities for webpack-dev #59 (budi)
• Build push #56 (zhilingc)
• Fix github vulnerability issue with webpack #54 (budi)
• Only lookup storage specs that we actually need #52 (tims)
• Link Python SDK RFC to PR and Issue #49 (woop)
• Python SDK #47 (zhilingc)
• Update com.google.httpclient to be same as Beam's dependency #45 (pradithya)
• Bump Beam SDK to 2.9.0 #43 (pradithya)
• Add fix for tests failing in docker image #40 (zhilingc)
• Change error store to be part of configuration instead #39 (zhilingc)
• Fix location of Prow's Tide configuration #35 (woop)
• Add testing folder for deploying test infrastructure and running tests #34 (woop)
• skeleton contributing guide #33 (tims)
• allow empty string to select a NoOp write transform #30 (tims)
• Remove packaging ingestion as separate profile (fix #28) #29 (pradithya)
• Change gopath to point to feast-dev repo #26 (zhilingc)
• Fixes #31 - errors during kafka deserializer (passing) test execution #25 (baskaranz)
• Kafka IO fixes #23 (tims)
• KafkaIO implementation for feast #19 (baskaranz)
• Return same type string for warehouse and serving NoOp stores #18 (tims)
• #12: prefetch specs and validate on job expansion #15 (tims)
• Added RFC for Feast Python SDK #14 (woop)
• Add more validation in feature spec registration #11 (pradithya)
• Added rfcs/ folder with readme and template #10 (woop)
• Expose ui service rpc #9 (pradithya)
• Add Feast overview to README #8 (woop)
• Directory structure changes #7 (zhilingc)
• Change register to apply #4 (zhilingc)
• Empty response handling in serving api #3 (pradithya)
• Proto file fixes #1 (pradithya)