Mlrun

Latest version: v1.6.2

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0.6.2rc5

Not secure
Features / Enhancements
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc5#features-and-enhancements)

Bug fixes
* **API**: Fix get tagged objects API serialization, 824, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc5#bug-fixes)


Pull requests:
61f12c4 [API] Fix get tagged objects API serialization (824)

0.6.2rc4

Not secure
Features / Enhancements
* **Feature store**: Ignore errors in drop columns in case entity is not set, 821, dinal
* **API**: Adding APIs to delete specific versions of feature-store objects, 811, theSaarco
* **Model Monitoring**: Drift detection, grafana proxy, httpdb SDK, 795, Michaelliv
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc4#features-and-enhancements)

Bug fixes
* **System test**: Add graphviz to requirements, 822, hedingber
* **Sparkjob**: Fix not setting executor instances, 820, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc4#bug-fixes)


Pull requests:
074d660 [Feature store] Ignore errors in drop columns in case entity is not set (821)
5fedf06 [API] Adding APIs to delete specific versions of feature-store objects (811)
1c93cbd [System test] Add installation of graphviz executable to image (823)
100466a [System test] Add graphviz to requirements (822)
13a701b [Model Monitoring] Drift detection, grafana proxy, httpdb SDK (795)
a6e9016 [Sparkjob] Fix not setting executor instances (820)

0.6.2rc3

Not secure
Features / Enhancements
* **Runs**: Support aborting run, 817, hedingber
* **Feature store**: Restructure feature store api + transforming tests to system tests, 814, yaronha
* **Runtime resources**: Support grouping by job, 815, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc3#features-and-enhancements)

Bug fixes
* **System tests**: Fix scrape metrics wrong assertions, 816, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc3#bug-fixes)


Pull requests:
5dfc2c4 [Runs] Support aborting run (817)
f4f3b8f [Feature store] Restructure feature store api + transforming tests to system tests (814)
4942c2a [System tests] Fix scrape metrics wrong assertions (816)
83c3470 [Runtime resources] Support grouping by job (815)

0.6.2rc2

Not secure
Features / Enhancements
* **Runtimes**: Make scrape metrics configurable and default to True, 812, hedingber
* **Feature store**: Add delete methods, 809, urihoenig
* **Scheduler**: Add concurrency limit, 807, quaark
* **CI**: Add action to create unstable release on push to development, 810, gkirok
* **API**: Add frontend spec endpoint, 805, hedingber
* **Feature store**: Add timedelta & category support + fix timestamp column handling, 798, urihoenig
* **Runtimes**: Support setting node name, node selector and affinity, 803, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc2#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc2#bug-fixes)


Pull requests:
efe2871 [Runtimes] Make scrape metrics configurable and default to True (812)
08e19a9 [Feature store] Add delete methods (809)
4ec85ce [Scheduler] Add concurrency limit (807)
0b5c6de [CI] Add action to create unstable release on push to development (810)
bbc9dcc [Frontend spec] Fix to not return url when grafana not found (808)
1b01f32 [API] Add frontend spec endpoint (805)
579db82 [Feature store] Add timedelta & category support + fix timestamp column handling (798)
60593ab [Runtimes] Support setting node name, node selector and affinity (803)
5925a5e [Requirements] Force nuclio-jupyter to be 0.8.11 or above and limit to patch updates only (804)

0.6.2rc1

Not secure
Features / Enhancements
* **Images**: Minor optimizations to make images smaller, 790, SweetOps
* **CI**: Add imports formatting CI using isort, 782, hedingber
* **Runtimes**: Enhance hyper-params, add parallel, early stop, etc, 791, yaronha
* **Project**: Add log_dataset and log_model methods, 786, hedingber
* **Serving**: Adding support for secrets in serving runtime, 769, theSaarco
* **Artifacts**: Add tag to artifacts returned in get/list APIs, 781, theSaarco
* **mlutils**: Nicer error on missing label to get_sample, 789, hedingber
* **Jobs**: Raise when trying to run locally and specifying schedule, 788, hedingber
* **Functions**: Validate k8s resources quantity regex on assignment, 779, hedingber
* **UI**: [Features & enhancment](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc1#features-and-enhancements)

Bug fixes
* **Feature-store**: Fixes and enhancements in real-time flow, 802, yaronha
* **Images**: Pin and align tensorflow in models and models-gpu images, 801, hedingber
* **System tests enterprise**: Fix failure on pulling provctl while provazio is mid release, 800, quaark
* **Artifacts**: Fix several bugs related to tagging, 799, hedingber
* **Runtimes**: Fix with_code to pass name to build_file, 796, hedingber
* **API**: Store API for feature-store objects allows assigning new tags to existing objects, 794, theSaarco
* **Feature store**: Fix missing key column, 784, katyakats
* **Tests**: Fixing root dir test files not being run, 780, hedingber
* **Feature-store**: Fixes & enhancements in feature vector for removing index columns, using labels, ordering results, 783, yaronha
* **Feature store**: Fix store new feature-set or vector not setting tag properly, 787, theSaarco
* **Doc**: Fix product-name capitalization ("Mlrun"/"MLrun" > "MLRun"] + minor capitalization & spelling fixes, 793, Sharon-iguazio
* **Runtimes**: Set the default project in the runtime context to be the run project, 785, hedingber
* **Scheduler**: Raise correct errors when schedule not found, 777, hedingber
* **API**: Return conflict on already existing resource, 776, hedingber
* **Pipelines**: Enrich pods with env var with the API URL, 774, hedingber
* **Pipelines**: Trigger deployment through API (and not directly) when in pipelines context, 773, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.2-rc1#bug-fixes)


Pull requests:
9e53978 [Feature-store] Fixes and enhancements in real-time flow (802)
070b733 [Images] Pin and align tensorflow in models and models-gpu images (801)
7206dbf [System tests enterprise] Fix failure on pulling provctl while provazio is mid release (800)
1a0ebf7 [Artifacts] Fix several bugs related to tagging (799)
f050f27 [Runtimes] Fix with_code to pass name to build_file (796)
ff64cb8 [Images] Minor optimizations to make images smaller (790)
93e4157 [CI] Add imports formatting CI using isort (782)
dfe528b [Runtimes] Enhance hyper-params, add parallel, early stop, etc (791)
522cc53 [API] Store API for feature-store objects allows assigning new tags to existing objects (794)
531ce65 [Feature store] Fix missing key column (784)
282169c [Tests] Fixing root dir test files not being run (780)
6e957a5 [Project] Add log_dataset and log_model methods (786)
a5886ec [Serving] Adding support for secrets in serving runtime (769)
8a80f65 [Artifacts] Add tag to artifacts returned in get/list APIs (781)
e914b46 [Feature-store] Fixes & enhancements in feature vector for removing index columns, using labels, ordering results (783)
2aa9b52 [Feature store] Fix store new feature-set or vector not setting tag properly (787)
298d4cb [Doc] Fix product-name capitalization ("Mlrun"/"MLrun" > "MLRun"] + minor capitalization & spelling fixes (793)
7e1c3d5 [mlutils] Nicer error on missing label to get_sample (789)
5ea065f [Jobs] Raise when trying to run locally and specifying schedule (788)
d9bc0bb [Runtimes] Set the default project in the runtime context to be the run project (785)
79660fe [Functions] Validate k8s resources quantity regex on assignment (779)
0fdea83 [Scheduler] Raise correct errors when schedule not found (777)
b3da753 [API] Return conflict on already existing resource (776)
b8baa25 [Pipelines] Enrich pods with env var with the API URL (774)
b907992 [Pipelines] Trigger deployment through API (and not directly) when in pipelines context (773)

0.6.1

Not secure
Main features & enhancements
* **Tests**: Add unit-tests for runtimes, theSaarco, Yacouby, yanburman
* **Integration tests**: Adding infrastructure + simple create project test, hedingber
* **System tests**: Adding open source MLRun-Kit system tests, quaark
* **Datastore**: Add fsspec support to all data stores, yaronha
* **Doc**: Add CONTRIBUTING.md, quaark
* **Remote spark**: Adding the remote-spark runtime, urihoenig
* **Model Monitoring**: Adding grafana-proxy endpoints, Michaelliv
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.6.1)


More info can be found in the RCs release notes:

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