Mlrun

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.1-rc1#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Relieve checks to infer columns from data, 1304, eyalsol
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.1-rc1#bug-fixes)


Pull requests:
3cffff32 [Model Monitoring] Relieve checks to infer columns from data (1304)

Main features & enhancements
* **Projects**: Add simple run/build/deploy wrappers + local pipeline, yaronha
* **Frameworks**: Sklearn and XGboost auto-logging, yaronha
* **Frameworks**: Added custom objects support and HP tuning, guy1992l
* **Model Monitoring**: Automate the deployment process, Michaelliv
* **Model Monitoring**: Add project and global functions for setting the model monitoring credentials, eyalsol
* **Feature Store**: Add stream source to ingestion service, dinal
* **Feature Store**: Support multiple keys for spark engine, katyakats
* **Feature Store**: Change cache flush interval to flush after every event, dinal
* **Artifacts**: Added Bokeh artifact, guy1992l
* **Azure DataStore**: Handle storage options as secrets, hayesgb
* **Azure DataStore**: Handle upload strings vs bytes and filepath formation when using adlfs, hayesgb
* **Pipelines**: Enrich the pipeline with DAG on get_pipeline endpoint & Plot it (graphviz) in the client, yaronha
* **Datastore**: Improve support for Dask DataFrames, hayesgb
* **Datastore**: Extend Azure blob to support other auth methods, hayesgb
* **API+SDK**: Fix propagation of errors from server to client, Hedingber
* **GPU Images**: Bump CUDA version, Hedingber
* **Images**: Bump Tensorflow to 2.4.1 and Horovod to 0.22.1, Hedingber
* **Docs**: Add secrets documentation, theSaarco
* **Docs**: Add documentation for model monitoring, jasonnIguazio
* **Docs**: Add section on node affinity, jasonnIguazio
* **Runtimes**: Support configuring auto mount type, theSaarco
* **Runtimes**: Support pods priority, AlonMaor14
* **Runtimes**: Support configuring default node selector, Hedingber
* **MPIJob**: Change hyper-param loop to reuse the same CRD/containers, yaronha
* **Serving**: Try to load json by default, yaronha
* **Serving**: Add feature enrichment model/ensemble routers, yaronha
* **Sparkjob**: Support deploying default image, benbd86
* **Nuclio**: Support node selection, AlonMaor14
* **API**: Add default images per kind and function image defaults in frontend spec, Hedingber
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.7.0)

More info can be found in the RCs release notes:

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc17#features-and-enhancements)

Bug fixes
* **API**: Support `with_mlrun` attribute as bool in build function endpoint, 1295, Hedingber
* **Projects**: Fix get pipeline when not remote and default to remote, 1293, yaronha
* **Frameworks**: Fix autolog column name detection, 1292, yaronha
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc17#bug-fixes)


Pull requests:
870a878f [API] Support `with_mlrun` attribute as bool in build function endpoint (1295)
82e1e558 [Projects] Fix get pipeline when not remote and default to remote (1293)
da6d288f [Frameworks] Fix autolog column name detection (1292)

Features / Enhancements
* **Projects**: Add simple run/build/deploy wrappers + local pipeline, 1289, yaronha
* **Frameworks**: Sklearn and XGboost auto-logging , 1285, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc16#features-and-enhancements)

Bug fixes
* **System Tests**: Don't override default artifact path, 1290, Hedingber
* **Feature Store**: Handling empty df, 1287, katyakats
* **Feature Store**: Change cache flush interval to flush after every event, 1286, dinal
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc16#bug-fixes)


Pull requests:
54798073 [System Tests] Don't override default artifact path (1290)
966d7061 [Projects] Add simple run/build/deploy wrappers + local pipeline (1289)
4022531b [Feature Store] Handling empty df (1287)
84f2640c [Feature Store] Change cache flush interval to flush after every event (1286)
707cbcb2 [Frameworks] Sklearn and XGboost auto-logging (1285)

Features / Enhancements
* **Requirements**: Bump storey to 0.7.8, 1281, eyalsol
* **Docs**: Updating instructions to create model monitoring Grafana data source to comply with Iguazio 3.2, 1236, eyalsol
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc15#features-and-enhancements)

Bug fixes
* **API**: Return distinct values in list feature set/vector tags endpoints, 1283, Hedingber
* **Model Monitoring**: Events from VotingEnsemble were filtered and were not saved to targets, 1258, eyalsol
* **API**: Fix ingest feature set endpoint OPA checks, 1279, Hedingber
* **Projects**: Fix github actions issue number detection, 1278, yaronha
* **Datastore**: Fix v3io parsing on target purge, 1275, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc15#bug-fixes)


Pull requests:
f1807a4d [API] Return distinct values in list feature set/vector tags endpoints (1283)
5d29f3bd [Requirements] Bump storey to 0.7.8 (1281)
468c5d21 [Model Monitoring] Events from VotingEnsemble were filtered and were not saved to targets (1258)
d700bc20 [API] Fix ingest feature set endpoint OPA checks (1279)
f05fac42 [Projects] Fix github actions issue number detection (1278)
bedc0f3c [Datastore] Fix v3io parsing on target purge (1275)
9ce8586d [Docs] Updating instructions to create model monitoring Grafana data source to comply with Iguazio 3.2 (1236)

Features / Enhancements
* **Serving**: Add feature enrichment model/ensemble routers, 1267, yaronha
* **Requirements**: Bump storey version, 1277, katyakats
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc14#features-and-enhancements)

Bug fixes
* **API**: Block running local runtimes in API, 1274, Hedingber
* **Feature Store**: Fix timing issues in test_schedule_on_filtered_by_time, 1276, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc14#bug-fixes)


Pull requests:
4a682769 [Serving] Add feature enrichment model/ensemble routers (1267)
cb933ba5 [Requirements] Bump storey version (1277)
544294e4 [API] Block running local runtimes in API (1274)
5befc87a [Feature Store] Fix timing issues in test_schedule_on_filtered_by_time (1276)