Mlrun

Latest version: v1.7.2

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1.6.3rc6

Not secure
Features / Enhancements
* **Model Monitoring**: Raise error when deploying with set_tracking and old client [1.6.x], 5507, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc6#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc6#bug-fixes)


Pull requests:
c2e9737b [Model Monitoring] raise error when deploying with set_tracking and old client [1.6.x] (5507)

1.6.3rc5

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc5#features-and-enhancements)

Bug fixes
* **Auth**: Fix httpdb init from env [1.6.x], 5497, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc5#bug-fixes)


Pull requests:
d777f65d [Auth] Fix httpdb init from env [1.6.x] (5497)

1.6.3rc4

Not secure
Features / Enhancements
* **Dask**: Enhance extending env vars to avoid memory leak [1.6.x], 5486, liranbg
* **API**: Create logger handler once [1.6.x], 5485, liranbg
* **Auth**: Authenticate with oauth client-credentials grant [1.6.x], 5483, theSaarco
* **Project**: Don't sync functions if running workflows in remote [1.6.x], 5475, TomerShor
* **RemoteWorkflows**: Fail fast when remote runner is failing, 5469, liranbg
* **Datastore**: Rely on buffer instead of mmap [1.6.x], 5445, tomerm-iguazio
* **Model Monitoring**: Raise error when using mlrun default image with client_version<1.6.3 and set_tracking is on., 5440, davesh0812
* **Model Monitoring**: Delete pipelines `access_key` from serving_spec_env [1.6.x], 5425, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc4#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc4#bug-fixes)


Pull requests:
dbb53dc1 [Dask] Enhance extending env vars to avoid memory leak [1.6.x] (5486)
4c7780f6 [API] Create logger handler once [1.6.x] (5485)
344e016a [Auth] Authenticate with OAuth client-credentials grant [1.6.x] (5483)
e9bb9e2e [Project] Don't sync functions if running workflows in remote [1.6.x] (5475)
c634bd8d [RemoteWorkflows] Fail fast when remote runner is failing (5469)
412dc916 [Datastore] Rely on buffer instead of mmap [1.6.x] (5445)
aba8e7cd [Model Monitoring] raise error when using mlrun default image with client_version<1.6.3 and set_tracking is on. (5440)
a931aae0 [Model Monitoring] Delete pipelines `access_key` from SERVING_SPEC_ENV [1.6.x] (5425)

1.6.3rc3

Not secure
Features / Enhancements
* **Requirements**: Tighten igz-mgmt to 0.1.0, 5397, moranbental
* **Requirements**: Tighten pydantic upperbound due to breakage upstream, 5391, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc3#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix security issue - delete pipelines access key from serving env [1.6.x], 5412, davesh0812
* **Model Monitoring**: Fix test_record, test_batch_drift system test [1.6.x], 5395, davesh0812
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc3#bug-fixes)


Pull requests:
f92c61e3 [Model Monitoring] Fix security issue - delete pipelines access key from serving env [1.6.x] (5412)
c47148d3 [Model Monitoring] fix test_record, test_batch_drift system test [1.6.x] (5395)
f54975a7 [Requirements] Tighten igz-mgmt to 0.1.0 (5397)
a95096ef [Requirements] Tighten pydantic upperbound due to breakage upstream (5391)

1.6.3rc2

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc2#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc2#bug-fixes)


Pull requests:

1.6.3rc1

Not secure
Features / Enhancements
* **Version**: Bump 1.6.x to 1.6.3, 5366, liranbg
* **Docs**: Update change log for v1.6.2 [1.6.x], 5362, liranbg
* **Docs**: Update change log [1.6.x], 5361, liranbg
* **MLRun**: Finalizing docs for 1.6.2, 5345, liranbg
* **Requirements**: Bump v3io to 0.6.4 - 1.6.x (5355), 5359, tomerm-iguazio
* **Builder**: Normalize source dir to mount path [1.6.x], 5340, alonmr
* **ModelObj**: Filter warnings when using to_dict [1.6.x], 5339, alonmr
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc1#features-and-enhancements)

Bug fixes
* **Pipelines**: Fix get workflow id timeouts and make it configurable per run [1.6.x], 5352, alonmr
* **Model Monitoring**: Test and fix the saving of the features and the prediction columns to the stream and apps parquet [1.6.x], 5350, davesh0812
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc1#bug-fixes)


Pull requests:
e48bcf64 [Version] Bump 1.6.x to 1.6.3 (5366)
adcd069f [Docs] Update change log for v1.6.2 [1.6.x] (5362)
4577c6fd [Docs] Update change log [1.6.x] (5361)
ece9bde3 [MLRun] Finalizing docs for 1.6.2 (5345)
bcb163bd [Pipelines] Fix get workflow id timeouts and make it configurable per run [1.6.x] (5352)
eceb276a [Requirements] Bump v3io to 0.6.4 - 1.6.x (5355) (5359)
ca07519c [Model Monitoring] Test and Fix the saving of the features and the prediction columns to the stream and apps parquet [1.6.X] (5350)
ef37aba3 [Builder] Normalize source dir to mount path [1.6.x] (5340)
ca18139f [ModelObj] Filter warnings when using to_dict [1.6.x] (5339)

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