Mlrun

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)

Features / Enhancements
* **Feature Store**: Support controlling whether to update stats, 1486, katyakats
* **Docs**: General updates and fixing formatting, 1495, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc2#features-and-enhancements)

Bug fixes
* **System Tests**: Fix args order, 1506, Hedingber
* **Feature Store**: Fix double setting for step context, 1502, yaronha
* **Feature store**: Delete redundant print, 1493, gtopper
* **Serving**: Fix RemoteStep, 1504, gtopper
* **Runtimes**: Properly handle project secrets for `nuclio:mlrun` kind, 1499, theSaarco
* **API**: Fix MySQL initialization from scratch, 1498, Hedingber
* **Datastore**: Enable no credentials for working with GCP workload identity, 1496, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc2#bug-fixes)


Pull requests:
7ad6421f [System Tests] Fix args order (1506)
0f8b4d87 [Feature Store] Fix double setting for step context (1502)
71db2a86 [Feature store] Delete redundant print (1493)
17d48316 [Feature Store] Support controlling whether to update stats (1486)
a4313014 [Serving] Fix RemoteStep (1504)
00165ea6 [Runtimes] Properly handle project secrets for `nuclio:mlrun` kind (1499)
1a66aa6b [API] Fix MySQL initialization from scratch (1498)
32632482 [Docs] General updates and fixing formatting (1495)
351af08b [Datastore] Enable no credentials for working with GCP workload identity (1496)


v0.9.0-test

Features / Enhancements
* **System Tests**: Add test for remote spark ingestion, 1475, urihoenig
* **General**: Improve git ignore, 1485, Hedingber
* **CI**: Improve usability, 1482, Hedingber
* **Requirements**: Bump scikit-learn to 1.x, 1481, Hedingber
* **Requirements**: Support PyArrow 3, 1049, gtopper
* **Datastore**: Improve CSV Source docstring, 1480, katyakats
* **Frameworks**: Support LGBM auto-logging, 1387, AlxZed
* **Requirements**: Bump pip to 21.2.x and python to 3.7.11, 1418, Hedingber
* **Docs**: Add notebook with examples of the code annotations options, 1456, AlonMaor14
* **Model Monitoring**: Add `top_level` and `list_ids` to filters to `list_endpoints`, 1459, katyakats
* **Feature Store**: Add support for incremental ingest with spark engine, 1473, katyakats
* **Docs**: Add sources and targets to docs, 1470, dinal
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc1#features-and-enhancements)

Bug fixes
* **Makefile**: Force sed to use extended regex, 1492, Hedingber
* **Serving**: Fix input/result path handling, 1491, yaronha
* **Serving**: Handle timeouts and retries in remote step, 1476, yaronha
* **Secrets**: Avoid auto-adding internal project secrets + model monitoring access-key changes, 1487, theSaarco
* **Serving**: Fail RemoteStep on bad status code also in async mode, 1474, gtopper
* **Requirements**: Introduce an upper bound for aiohttp version, 1471, gtopper
* **Builder**: Fix to enrich image only when needed, 1472, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.9.0-rc1#bug-fixes)


Pull requests:
fc2532e2 [Makefile] Force sed to use extended regex (1492)
4e931154 [Serving] Fix input/result path handling (1491)
c946ca24 [Serving] Handle timeouts and retries in remote step (1476)
1a9f34a9 [Secrets] Avoid auto-adding internal project secrets + model monitoring access-key changes (1487)
75f2b6de [System Tests] Add test for remote spark ingestion (1475)
493b6cc8 [General] Improve git ignore (1485)
b604a84c [CI] Improve usability (1482)
d33b9938 [Requirements] Bump scikit-learn to 1.x (1481)
a504fe60 [Requirements] Support PyArrow 3 (1049)
2aa1c7df [Datastore] Improve CSV Source docstring (1480)
53eba9f4 [Frameworks] Support LGBM auto-logging (1387)
4c03005f [Requirements] Bump pip to 21.2.x and python to 3.7.11 (1418)
c91efa59 [Serving] Fail RemoteStep on bad status code also in async mode (1474)
01a29354 [Docs] Add notebook with examples of the code annotations options (1456)
ecf773dd [Requirements] Introduce an upper bound for aiohttp version (1471)
96676366 [Model Monitoring] Add `top_level` and `list_ids` to filters to `list_endpoints` (1459)
11ef6d90 [Feature Store] Add support for incremental ingest with spark engine (1473)
47979289 [Docs] Add sources and targets to docs (1470)
1458074c [Builder] Fix to enrich image only when needed (1472)


v0.0.0-test