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Add changelog for v0.13.0 (#1898)
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* Add changelog for v0.13.0

Signed-off-by: Danny Chiao <[email protected]>

* Remove closed issues

Signed-off-by: Danny Chiao <[email protected]>
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# Changelog

## [v0.13.0](https://github.com/feast-dev/feast/tree/v0.13.0) (2021-09-22)

[Full Changelog](https://github.com/feast-dev/feast/compare/v0.12.1...v0.13.0)

**Breaking changes:**

- Enforce case-insensitively unique feature view names [\#1835](https://github.com/feast-dev/feast/pull/1835) ([codyjlin](https://github.com/codyjlin))
- Add init to Provider contract [\#1796](https://github.com/feast-dev/feast/pull/1796) ([woop](https://github.com/woop))

**Implemented enhancements:**

- Add on demand feature view experimental docs [\#1880](https://github.com/feast-dev/feast/pull/1880) ([adchia](https://github.com/adchia))
- Adding telemetry for on demand feature views and making existing usage calls async [\#1873](https://github.com/feast-dev/feast/pull/1873) ([adchia](https://github.com/adchia))
- Read registry & config from env variables in AWS Lambda feature server [\#1870](https://github.com/feast-dev/feast/pull/1870) ([tsotnet](https://github.com/tsotnet))
- Add feature server configuration for AWS lambda [\#1865](https://github.com/feast-dev/feast/pull/1865) ([felixwang9817](https://github.com/felixwang9817))
- Add MVP support for on demand transforms for AWS to\_s3 and to\_redshift [\#1856](https://github.com/feast-dev/feast/pull/1856) ([adchia](https://github.com/adchia))
- Add MVP support for on demand transforms for bigquery [\#1855](https://github.com/feast-dev/feast/pull/1855) ([adchia](https://github.com/adchia))
- Add arrow support for on demand feature views [\#1853](https://github.com/feast-dev/feast/pull/1853) ([adchia](https://github.com/adchia))
- Support adding request data in on demand transforms [\#1851](https://github.com/feast-dev/feast/pull/1851) ([adchia](https://github.com/adchia))
- Support on demand feature views in feature services [\#1849](https://github.com/feast-dev/feast/pull/1849) ([achals](https://github.com/achals))
- Infer features for on demand feature views, support multiple output features [\#1845](https://github.com/feast-dev/feast/pull/1845) ([achals](https://github.com/achals))
- Add Registry and CLI operations for on demand feature views [\#1828](https://github.com/feast-dev/feast/pull/1828) ([achals](https://github.com/achals))
- Implementing initial on demand transforms for historical retrieval to\_df [\#1824](https://github.com/feast-dev/feast/pull/1824) ([adchia](https://github.com/adchia))
- Registry store plugin [\#1812](https://github.com/feast-dev/feast/pull/1812) ([DvirDukhan](https://github.com/DvirDukhan))
- Enable entityless featureviews [\#1804](https://github.com/feast-dev/feast/pull/1804) ([codyjlin](https://github.com/codyjlin))
- Initial scaffolding for on demand feature view [\#1803](https://github.com/feast-dev/feast/pull/1803) ([adchia](https://github.com/adchia))
- Add s3 support \(with custom endpoints\) [\#1789](https://github.com/feast-dev/feast/pull/1789) ([woop](https://github.com/woop))
- Local feature server implementation \(HTTP endpoint\) [\#1780](https://github.com/feast-dev/feast/pull/1780) ([tsotnet](https://github.com/tsotnet))

**Fixed bugs:**

- Array/list feature materialization in BQ crashes in type conversion [\#1839](https://github.com/feast-dev/feast/issues/1839)
- Fixing odfv cli group description [\#1890](https://github.com/feast-dev/feast/pull/1890) ([adchia](https://github.com/adchia))
- Fix list feature format for BigQuery offline datasources. [\#1889](https://github.com/feast-dev/feast/pull/1889) ([judahrand](https://github.com/judahrand))
- Add `dill` to main dependencies [\#1886](https://github.com/feast-dev/feast/pull/1886) ([judahrand](https://github.com/judahrand))
- Fix pytest\_collection\_modifyitems to select benchmark tests only [\#1874](https://github.com/feast-dev/feast/pull/1874) ([achals](https://github.com/achals))
- Add support for multiple entities in Redshift [\#1850](https://github.com/feast-dev/feast/pull/1850) ([felixwang9817](https://github.com/felixwang9817))
- Move apply\(dummy\_entity\) to apply time to ensure it persists in FeatureStore [\#1848](https://github.com/feast-dev/feast/pull/1848) ([codyjlin](https://github.com/codyjlin))
- Add schema parameter to RedshiftSource [\#1847](https://github.com/feast-dev/feast/pull/1847) ([felixwang9817](https://github.com/felixwang9817))
- Pass bigquery job object to get\_job [\#1844](https://github.com/feast-dev/feast/pull/1844) ([LarsKlingen](https://github.com/LarsKlingen))
- Simplify \_python\_value\_to\_proto\_value by looking up values in a dict [\#1837](https://github.com/feast-dev/feast/pull/1837) ([achals](https://github.com/achals))
- Update historical retrieval integration test for on demand feature views [\#1836](https://github.com/feast-dev/feast/pull/1836) ([achals](https://github.com/achals))
- Fix flaky connection to redshift data API [\#1834](https://github.com/feast-dev/feast/pull/1834) ([achals](https://github.com/achals))
- Init registry during create\_test\_environment [\#1829](https://github.com/feast-dev/feast/pull/1829) ([achals](https://github.com/achals))
- Randomly generating new BQ dataset for offline\_online\_store\_consistency test [\#1818](https://github.com/feast-dev/feast/pull/1818) ([adchia](https://github.com/adchia))
- Ensure docstring tests always teardown [\#1817](https://github.com/feast-dev/feast/pull/1817) ([felixwang9817](https://github.com/felixwang9817))
- Use get\_multi instead of get for datastore reads [\#1814](https://github.com/feast-dev/feast/pull/1814) ([achals](https://github.com/achals))
- Fix Redshift query for external tables [\#1810](https://github.com/feast-dev/feast/pull/1810) ([woop](https://github.com/woop))
- Use a random dataset and table name for simple\_bq\_source [\#1801](https://github.com/feast-dev/feast/pull/1801) ([achals](https://github.com/achals))
- Refactor Environment class and DataSourceCreator API, and use fixtures for datasets and data sources [\#1790](https://github.com/feast-dev/feast/pull/1790) ([achals](https://github.com/achals))
- Fix get\_online\_features telemetry to only log every 10000 times [\#1786](https://github.com/feast-dev/feast/pull/1786) ([felixwang9817](https://github.com/felixwang9817))
- Add a description field the Feature Service class and proto [\#1771](https://github.com/feast-dev/feast/pull/1771) ([achals](https://github.com/achals))
- Validate project name upon feast.apply [\#1766](https://github.com/feast-dev/feast/pull/1766) ([tedhtchang](https://github.com/tedhtchang))

**Merged pull requests:**

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

## [v0.12.1](https://github.com/feast-dev/feast/tree/v0.12.1) (2021-08-20)

[Full Changelog](https://github.com/feast-dev/feast/compare/v0.12.0...v0.12.1)
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