Mlrun

Latest version: v1.6.2

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0.7.0rc3

Not secure
Features / Enhancements
* **Projects**: Support listing projects from DB in leader format for upgrade scenarios, 1135, Hedingber
* **Nuclio**: Support providing auth info, 1131, liranbg
* **Feature Store**: Add docstrings, 1130, katyakats
* **API**: Add feature flags struct to frontend spec response, 1128, Hedingber
* **Projects**: Support check deletion strategy strategy, 1127, Hedingber
* **Automation**: Automatically resolve github usernames in the release notes generator, 1125, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc3#features-and-enhancements)

Bug fixes
* **API+SDK**: Fix propagation of errors from server to client, 1134, Hedingber
* **Nuclio**: Fix external / internal invocation urls resolution, 1133, liranbg
* **Docs**: Minor typo fixes, 1126, gilad-shaham
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc3#bug-fixes)


Pull requests:
7c17a34 [Projects] Support listing projects from DB in leader format for upgrade scenarios (1135)
b76e164 [API+SDK] Fix propagation of errors from server to client (1134)
7fa1d58 [Nuclio] Fix external / internal invocation urls resolution (1133)
6e61417 [Nuclio] Support providing auth info (1131)
d2e1ebb [Feature Store] Add docstrings (1130)
30b50ef [API] Add feature flags struct to frontend spec response (1128)
140ab59 [Projects] Support check deletion strategy strategy (1127)
5c7cd6e [Docs] Minor typo fixes (1126)
c4b869c [Automation] Automatically resolve github usernames in the release notes generator (1125)

0.7.0rc2

Not secure
Features / Enhancements
* **GPU Images**: Bump CUDA version, 1116, Hedingber
* **Docs**: Use "mlrun" keyword for the magic annotations, 1087, gilad-shaham
* **Docs**: Add secrets documentation, 1119, theSaarco
* **Runtimes**: Support configuring default node selector, 1115, Hedingber
* **Sparkjob**: Add validation for mandatory fields, 1111, benbd86
* **Projects**: GET (read/list) from leader in follower mode instead of caching, 1110, Hedingber
* **Feature Store**: Make verbose configurable, 1109, yaronha
* **Serving**: Handle content-type header + add default_content_type attribute, 1108, yaronha
* **API**: Add OPA client, 1076, Hedingber
* **Docs**: Add note about real time ingestion, 1067, katyakats
* **Docs**: Add note about running MLRun with Docker on WSL 2, 1102, marcelonyc
* **Artifacts**: Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact(), 1092, yaronha
* **Jupyter Image**: Add mlrun basics notebook, 1101, Hedingber
* **Nuclio**: Allow creating function with ingresses automatically, 1098, liranbg
* **Feature Store**: Add with_indexes param to feature vector ctor, 1085, dinal
* **Nuclio**: Support internal external invocation urls, 1063, liranbg
* **Secrets**: Add kubernetes secrets provider, 1079, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc2#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix misleading exception message, 1124, urihoenig
* **System Tests**: Use semver-latest Provazio releases, 1122, Hedingber
* **Feature Store**: The statistics tab presents 'entity' key empty row, 1117, eyalsol
* **Feature Store**: Present entity key in the Preview tab, 1114, eyalsol
* **Feature Store**: End-to-end demos & drop NaN labels, 1113, urihoenig
* **Feature Store**: Fix DateExtractor graph step, 1107, yaronha
* **Feature Store**: Better support for store uri in feature store & artifacts, 1104, yaronha
* **Feature Store**: Overwrite specified path, 1086, urihoenig
* **Runtimes**: Skip list/delete runtime resources in non k8s env, 1103, Hedingber
* **Schemas**: Change `FunctionState` to regular string constants class to enable downgrading to 0.6.4, 1100, Hedingber
* **Feature Store**: Fix Ingest conversion for column with type object, 1097, eyalsol
* **Datastore**: Fix as_df from http dataitem, 1094, gtopper
* **Feature Store**: Add support for pandas 1.3.0, 1091, katyakats
* **Docs**: Fix typos errors, 1081, eyalsol
* **Model Monitoring**: Don't explode on missing fields in create_or_patch, 1082, Michaelliv
* **Feature Store**: Handling schemas with timezone in datetime, 1083, katyakats
* **Feature Store**: Set suffix for ParquetTarget in FeatureVector, 1077, urihoenig
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc2#bug-fixes)


Pull requests:
35f1585 [GPU Images] Bump CUDA version (1116)
fa42c37 [Docs] Use "mlrun" keyword for the magic annotations (1087)
1b6ab81 [Docs] Add secrets documentation (1119)
3da0f13 [Feature Store] Fix misleading exception message (1124)
4da5f46 [System Tests] Use semver-latest Provazio releases (1122)
a326774 [Docs] Bump docker tag references to 0.6.5 (1123)
7ae4a36 [Feature Store] The statistics tab presents 'entity' key empty row (1117)
c72c99d [Feature Store] Present entity key in the Preview tab (1114)
6c1cb02 [Projects] Disable projects sync when not using projects cache (1121)
49eadac [Requirements] Bump storey to 0.6.13 (1120)
6c1598e [Runtimes] Support configuring default node selector (1115)
7a1f93e [Sparkjob] Add validation for mandatory fields (1111)
eaf752c [Feature Store] End-to-end demos & drop NaN labels (1113)
2cf04e5 [Feature Store] Revert "Present entity key in the Preview tab (1106)" (1112)
a566bd8 [Feature Store] Present entity key in the Preview tab (1106)
d633717 [Projects] GET (read/list) from leader in follower mode instead of caching (1110)
ffec067 [Feature Store] Make verbose configurable (1109)
d4db7b3 [Serving] Handle content-type header + add default_content_type attribute (1108)
652c464 [API] Add OPA client (1076)
e60fbd4 [Feature Store] Fix DateExtractor graph step (1107)
2270594 [Feature Store] Better support for store uri in feature store & artifacts (1104)
9a6406f [Docs] Add note about real time ingestion (1067)
dd1ffe4 [Feature Store] Overwrite specified path (1086)
a5bf3ca [Runtimes] Skip list/delete runtime resources in non k8s env (1103)
8c4409f [Docs] Add note about running MLRun with Docker on WSL 2 (1102)
2d01ce8 [Artifacts] Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact() (1092)
b030632 [Jupyter Image] Add mlrun basics notebook (1101)
6cf6b12 [Schemas] Change `FunctionState` to regular string constants class to enable downgrading to 0.6.4 (1100)
c94a723 [Feature Store] Fix Ingest conversion for column with type object (1097)
261d33a [Nuclio] Allow creating function with ingresses automatically (1098)
317deb8 [Requirements] Bound aiobotocore to <=1.3.1 to prevent conflicts (1099)
025a216 [Datastore] Fix as_df from http dataitem (1094)
db37e7e [Feature Store] Add support for pandas 1.3.0 (1091)
eeb655f [System Tests] Fix `test_k8s_project_secrets_with_runtime` (1088)
2736b8f [Feature Store] Add with_indexes param to feature vector ctor (1085)
7aab1d7 [Nuclio] Support internal external invocation urls (1063)
41de707 [Secrets] Add kubernetes secrets provider (1079)
82edb48 Fix typos errors (1081)
47f2541 [Model Monitoring] Don't explode on missing fields in create_or_patch (1082)
bd5de3d [Feature Store] Handling schemas with timezone in datetime (1083)
8cd0bb5 [Feature Store] Set suffix for ParquetTarget in FeatureVector (1077)

0.7.0rc1

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc1#features-and-enhancements)

Bug fixes
* **SDK**: Send credentials in request also if inside the cluster, 1047, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.7.0-rc1#bug-fixes)


Pull requests:
897aa1d [SDK] Send credentials in request also if inside the cluster (1047)

0.6.6

Not secure
Main features & enhancements
* **Jupyter Image**: Change mlrun/functions branch to master, hedingber
* **Feature Store**: Fix misleading exception message, urihoenig
* **GPU Images**: Bump CUDA version, hedingber
* **Docs**: Use "mlrun" keyword for the magic annotations, gilad-shaham
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.6.6)

More info can be found in the RCs release notes:

0.6.6rc2

Not secure
Features / Enhancements
* **Docs**: Add note regarding testing Nuclio function with async engine via the UI, 1150, hedingber
* **Jupyter Image**: Change mlrun/functions branch to master, 1145, hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.6-rc2#features-and-enhancements)

Bug fixes
* **GPU Image**: Fix Cuda link for horovod, 1180, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.6-rc2#bug-fixes)


Pull requests:
3e446b2 [GPU Image] Fix Cuda link for horovod (1180)
f1a6a0b [Docs] Add note regarding testing Nuclio function with async engine via the UI (1150)
9db13cf [Jupyter Image] Change mlrun/functions branch to master (1145)

0.6.6rc1

Not secure
Features / Enhancements
* **GPU Images**: Bump CUDA version, 1116, hedingber
* **Docs**: Use "mlrun" keyword for the magic annotations, 1087, gilad-shaham
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.6-rc1#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix misleading exception message, 1124, urihoenig
* **System Tests**: Use semver-latest Provazio releases, 1122, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.6-rc1#bug-fixes)


Pull requests:
4192f15 [GPU Images] Bump CUDA version (1116)
d8b3208 [Docs] Use "mlrun" keyword for the magic annotations (1087)
be27d7a [Feature Store] Fix misleading exception message (1124)
acffd67 [System Tests] Use semver-latest Provazio releases (1122)

Page 70 of 90

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