Mlrun

Main features & enhancements
* **Feature Store**: Support controlling whether to update stats, katyakats
* **Frameworks**: Add XGBoost, LGBM and SciKitLearn to MLRun's frameworks infrastructure, guy1992l
* **Frameworks**: Add AutoMLRun `apply_mlrun` and replaced bokeh with plotly, guy1992l
* **Frameworks**: Support LGBM auto-logging, AlxZed
* **Datastore**: Enable no credentials for working with GCP workload identity, theSaarco
* **Model Monitoring**: Use feature store for model monitoring graph, dinal
* **Runtimes**: Limit function's service accounts based on project configuration, theSaarco
* **Runtimes**: Enhance Nuclio http/stream triggers + support ignore tagged cells, yaronha
* **Runtimes**: When editing a function, you can force a rebuild of the image by checking the Build a new image option. (The default is not checked.), yaronha
* **Secrets**: Delete project secrets on project deletion, theSaarco
* **API**: Decouple the migrations from service initialization, Hedingber
* **Requirements**: Bump scikit-learn to 1.x, Hedingber
* **Requirements**: Support PyArrow 5, gtopper
* **Requirements**: Bump pip to 21.2.x and python to 3.7.11, Hedingber
* **System Tests**: Add test for remote spark ingestion, urihoenig
* **UI**: When editing a function, you can force a rebuild of the image by checking the Build a new image option (The default is not checked), ilan7empest
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.9.0)

Notes
* **Limitations**: Ingesting data: Do not name columns starting with either `t_` or `aggr_`. They are reserved for internal use, and the data does not ingest correctly
* **Limitations**: When creating a feature-vector, feature-sets cannot be referenced using a version or tag. In practice this means that only features from the latest version of a feature-set can be used. ((In the UI be careful to only select features from the latest version)

More info can be found in the RCs release notes:

Features / Enhancements
* **Docs**: Add section about incremental ingestion in feature set doc, 1572, jillnogold
* **Requirements**: Bump v3io-py & storey, 1574, urihoenig
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc13#features-and-enhancements)

Bug fixes
* **Integration Tests**: Fix httpdb exception handling regex, 1576, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc13#bug-fixes)


Pull requests:
829b5099 [Docs] Add section about incremental ingestion in feature set doc (1572)
71d246f4 [Requirements] Bump v3io-py & storey (1574)
1b7f0c40 [Integration Tests] Fix httpdb exception handling regex (1576)

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc12#features-and-enhancements)

Bug fixes
* **DB**: Change BLOB columns to `sqlalchemy.dialects.mysql.MEDIUMBLOB`, 1573, Hedingber
* **Runtimes**: Fix nuclio trigger workerAvailabilityTimeout settings, 1570, yaronha
* **Requirements**: Conflict fixes, 1569, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc12#bug-fixes)


Pull requests:
f21cb745 [DB] Change BLOB columns to `sqlalchemy.dialects.mysql.MEDIUMBLOB` (1573)
50073ab7 [Runtimes] Fix nuclio trigger workerAvailabilityTimeout settings (1570)
a852b086 [Requirements] Conflict fixes (1569)

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc11#features-and-enhancements)

Bug fixes
* **Runtimes**: Fix nginx trigger timeout settings + add doc strings to nuclio runtime, 1566, yaronha
* **Feature Store**: Several bug fixes in incremental spark ingest, 1568, katyakats
* **Docs**: Little fixes to model monitoring docs, 1561, jillnogold
* **Runtimes**: Fix function config compilation to not ignore `.spec.build.base_image` for Nuclio runtimes, 1565, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc11#bug-fixes)


Pull requests:
f767f614 [Runtimes] Fix nginx trigger timeout settings + add doc strings to nuclio runtime (1566)
78ded03f [Feature Store] Several bug fixes in incremental spark ingest (1568)
ec9407eb [Docs] Little fixes to model monitoring docs (1561)
414f842b [Runtimes] Fix function config compilation to not ignore `.spec.build.base_image` for Nuclio runtimes (1565)

Features / Enhancements
* **Frameworks**: Add AutoMLRun `apply_mlrun` and replaced bokeh with plotly, 1542, guy1992l
* **Docs**: Add section about creating secrets in project page and English editing, 1558, jillnogold
* **Requirements**: Bump storey version to 0.9.0, 1557, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc10#features-and-enhancements)

Bug fixes
* **DB**: Make connection pool size and max overflow configurable and raise numbers, 1564, Hedingber
* **API**: Fix versioned objects multiple deletion in project deletion flow, 1563, Hedingber
* **System Tests**: Raise timeout to 120, 1562, Hedingber
* **Docs**: Set env variables from k8s secrets in nuclio functions spec, 1559, jillnogold
* **Secrets**: Put list of project secrets in nuclio spec only if secrets exist, 1556, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc10#bug-fixes)


Pull requests:
d11bae20 [DB] Make connection pool size and max overflow configurable and raise numbers (1564)
d63276dc [API] Fix versioned objects multiple deletion in project deletion flow (1563)
a180de3c [System Tests] Raise timeout to 120 (1562)
78571263 [Frameworks] Add AutoMLRun `apply_mlrun` and replaced bokeh with plotly (1542)
dcc38d7c [Docs] Add section about creating secrets in project page and English editing (1558)
e68fe6b2 [Docs] Set env variables from k8s secrets in nuclio functions spec (1559)
3afc9246 [Requirements] Bump storey version to 0.9.0 (1557)
3933e494 [Secrets] Put list of project secrets in nuclio spec only if secrets exist (1556)

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc9#features-and-enhancements)

Bug fixes
* **Automation**: Fix error in release notes generator and add tests, 1555, tankilevitch
* **Feature Store**: Incremental spark for BigQuerySource, 1548, katyakats
* **Projects**: Set the page size when listing projects from iguazio, 1554, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc9#bug-fixes)


Pull requests:
41914a6c [Automation] Fix error in release notes generator and add tests (1555)
133e6d6b [Feature Store] Incremental spark for BigQuerySource (1548)
cfb2a360 [Projects] Set the page size when listing projects from iguazio (1554)