Mlrun

Features / Enhancements
* **Requirements**: Bump storey to 0.8.15 and v3io-frames to 0.10.2, 1553, gtopper
* **Docs**: Additional details about name parameter, 1551, jillnogold
* **Runtimes**: Add validation on inputs types, 1550, tankilevitch
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc8#features-and-enhancements)

Bug fixes
* **Secrets**: Verify project secrets do not exist when deleting a project, 1552, theSaarco
* **Feature Store**: Block dataframe as source when running remotely, 1517, katyakats
* **DB**: Fix labels setting in `update_run`, 1547, Hedingber
* **Dask**: Fix get background task call, 1546, Hedingber
* **Projects**: Delete schedules before runtime resources, 1545, Hedingber
* **System Tests**: Fix timings in scheduled spark test, 1541, katyakats
* **Automation**: Print release notes even if some commits failed parsing, 1539, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc8#bug-fixes)


Pull requests:
fd6c5a86 [Requirements] Bump storey to 0.8.15 and v3io-frames to 0.10.2 (1553)
985d7cb8 [Secrets] Verify project secrets do not exist when deleting a project (1552)
54e74066 [Docs] Additional details about name parameter (1551)
ad3580a0 [Feature Store] Block dataframe as source when running remotely (1517)
3f112407 [Runtimes] Add validation on inputs types (1550)
c187e5cf [DB] Fix labels setting in `update_run` (1547)
9fea20b8 [Requirements] Limit storey to <0.8.12 (1549)
cf5375e3 [Dask] Fix get background task call (1546)
d2d7ef88 [Projects] Delete schedules before runtime resources (1545)
1a257787 [Requirements] Bump storey version (1543)
3ebb0cb2 [System Tests] Fix timings in scheduled spark test (1541)
00ad6020 [Automation] Print release notes even if some commits failed parsing (1539)

Features / Enhancements
* **API**: Decouple the migrations from service initialization, 1524, Hedingber
* **Tests**: Change integration tests to run against MySQL Database, 1530, quaark
* **Serving**: Add `max_in_flight` to `RemoteStep` signature, 1535, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc7#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix inconsistency of s3 paths, 1540, benbd86
* **Feature Store**: Make preview save updates for feature_set, 1532, benbd86
* **Utils**: Fix tag enrichment, 1538, Hedingber
* **Secrets**: Fix project secret injection for `nuclio` and `nuclio:mlrun` runtimes, 1536, theSaarco
* **System Tests**: Fix model monitoring test, 1537, katyakats
* **Tests**: Fix transient CI bug in scheduler, 1533, Tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc7#bug-fixes)


Pull requests:
e3675f51 [API] Decouple the migrations from service initialization (1524)
99f88a42 [Feature Store] Fix inconsistency of s3 paths (1540)
b606e5e6 [Feature Store] Make preview save updates for feature_set (1532)
805dec86 [Utils] Fix tag enrichment (1538)
cced3ea3 [Secrets] Fix project secret injection for `nuclio` and `nuclio:mlrun` runtimes (1536)
167371df [Tests] Change integration tests to run against MySQL Database (1530)
2d25b525 [System Tests] Fix model monitoring test (1537)
be6ff8df [Tests] Fix transient CI bug in scheduler (1533)
80bde333 [Serving] Add `max_in_flight` to `RemoteStep` signature (1535)

Features / Enhancements
* **Runtimes**: Enhance Nuclio http/stream triggers + support ignore tagged cells, 1527, yaronha
* **API**: Support artifact list filtering by kind & category in httpdb, 1526, theSaarco
* **Secrets**: Make k8s provider the default secrets provider in httpdb and API calls, 1525, theSaarco
* **Feature Store**: Improve performance of get_offline with start/end_filter, 1516, katyakats
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc6#features-and-enhancements)

Bug fixes
* **Secrets**: Delete project secrets on project deletion, 1513, theSaarco
* **Feature Store**: Fix `add_aggreagation`, 1529, katyakats
* **Docs**: Fix model monitoring doc formatting, 1528, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc6#bug-fixes)


Pull requests:
144162eb [Runtimes] Enhance Nuclio http/stream triggers + support ignore tagged cells (1527)
131255ec [Secrets] Delete project secrets on project deletion (1513)
78cc5cb4 [Feature Store] Fix `add_aggreagation` (1529)
c2998d4f [Docs] Fix model monitoring doc formatting (1528)
3366a592 [API] Support artifact list filtering by kind & category in httpdb (1526)
d102d85a [Secrets] Make k8s provider the default secrets provider in httpdb and API calls (1525)
63abe687 [Feature Store] Improve performance of get_offline with start/end_filter (1516)

Features / Enhancements
* **Runtimes**: Limit function's service accounts based on project configuration, 1519, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc5#features-and-enhancements)

Bug fixes
* **SDK**: Fix setup.py to include missing packages, 1523, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc5#bug-fixes)


Pull requests:
69f222de [SDK] Fix setup.py to include missing packages (1523)
47e31357 [Runtimes] Limit function's service accounts based on project configuration (1519)

Features / Enhancements
* **Frameworks**: Add XGBoost, LGBM and SciKitLearn to MLRun's frameworks infrastructure, 1521, guy1992l
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc4#features-and-enhancements)

Bug fixes
* **DB**: More exceptions to catch during initial DB verifications, 1522, quaark
* **DB**: Fix foreign key issues, 1520, quaark
* **Docs**: Fix model monitoring setup Grafana instructions, 1500, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc4#bug-fixes)


Pull requests:
801e69ef [Frameworks] Add XGBoost, LGBM and SciKitLearn to MLRun's frameworks infrastructure (1521)
c751092e [DB] More exceptions to catch during initial DB verifications (1522)
a2e94d76 [DB] Fix foreign key issues (1520)
36eb0a10 [Docs] Fix model monitoring setup Grafana instructions (1500)

Features / Enhancements
* **Feature tore**: Add a test for scheduled runs to spark system tests, 1508, katyakats
* **Frameworks**: Support run comparison and parallel coordinates plot, 1509, yaronha
* **Requirements**: Update pyarrow, numpy and storey, 1501, dinal
* **Model Monitoring**: Use feature store for model monitoring graph, 1497, dinal
* **Docs**: Add content and refactor functions/projects docs, 1507, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc3#features-and-enhancements)

Bug fixes
* **CI**: Fix Jenkins to udpate release on completion, 1511, yuribros1974
* **API**: Fix project summaries endpoint to use separate db sessions for each thread, 1518, quaark
* **Runtimes**: Fix and enhance work with context and artifacts, 1515, yaronha
* **Sparkjob**: Fix `image_pull_policy` support, 1510, urihoenig
* **Frameworks**: Additions to PyTorch's framework for the Mask Detection Demo, 1484, guy1992l
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc3#bug-fixes)


Pull requests:
f52c7377 [API] Fix project summaries endpoint to use separate db sessions for each thread (1518)
7ba3df50 [Runtimes] Fix and enhance work with context and artifacts (1515)
678dc827 [Feature tore] Add a test for scheduled runs to spark system tests (1508)
20d4088c Merge pull request 1511 from mlrun/ML-509_update_release_status
125d6428 ML-509 update release status
e4b5b44f [Sparkjob] Fix `image_pull_policy` support (1510)
59a17ac6 [Frameworks] Support run comparison and parallel coordinates plot (1509)
2de8c349 [Frameworks] Additions to PyTorch's framework for the Mask Detection Demo (1484)
8c76c506 [Requirements] Update pyarrow, numpy and storey (1501)
6e398f2a [Model Monitoring] Use feature store for model monitoring graph (1497)
4715e8e9 [Docs] Add content and refactor functions/projects docs (1507)