Mlrun

Latest version: v1.6.2

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0.6.5

Not secure
Main features & enhancements
* **Feature store**: Support purging targets, urihoenig
* **Feature Store**: Partitions no longer start with "igzpart", katyakats
* **Feature store**: Remove all infer aliases, keep only preview, dinal
* **Feature Store**: Add with_indexes param to feature vector ctor, hedingber
* **Feature Store**: Enable to specify extra fields to be parsed as dates in csv source to storey, katyakats
* **Feature Store**: Add support for pandas 1.3.0, katyakats
* **Feature Store**: Added DateExtractor step to feature store, zilbermanor
* **Serving**: Change default log level to info, gtopper
* **Serving**: Handle content-type header + add default_content_type attribute, yaronha
* **Artifacts**: Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact(), yaronha
* **Datastore**: Allow switching source to AsyncEmitSource in ingestion service, gtopper
* **Jupyter Image**: Add mlrun basics notebook, hedingber
* **Secrets**: Add kubernetes secrets provider, theSaarco
* **Frameworks**: Merged mlrun/frameworks to mlrun/mlrun, guy1992l
* **API**: Support iguazio authentication mode, hedingber
* **Docs**: Add note about running MLRun with Docker on WSL 2, marcelonyc
* **Docs**: Change feature store alias to fstore (from fs), gilad-shaham
* **SDK**: Change state -> step in feature-store SDK, theSaarco
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.6.5)

More info can be found in the RCs release notes:

0.6.5rc19

Not secure
Features / Enhancements
* **Requirements**: Bump storey to 0.6.13, 1120, katyakats
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc19#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc19#bug-fixes)


Pull requests:
f8fc122 [Requirements] Bump storey to 0.6.13 (1120)

0.6.5rc18

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc18#features-and-enhancements)

Bug fixes
* **Feature Store**: End-to-end demos & drop NaN labels, 1113, urihoenig
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc18#bug-fixes)


Pull requests:
fa4317b [Feature Store] End-to-end demos & drop NaN labels (1113)

0.6.5rc17

Not secure
Features / Enhancements
* **Feature Store**: Make verbose configurable, 1109, yaronha
* **Serving**: Handle content-type header + add default_content_type attribute, 1108, yaronha
* **Docs**: Add note about real time ingestion, 1067, katyakats
* **Artifacts**: Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact(), 1092, yaronha
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc17#features-and-enhancements)

Bug fixes
* **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
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc17#bug-fixes)


Pull requests:
7c8efc6 [Feature Store] Make verbose configurable (1109)
c4ce9f9 [Serving] Handle content-type header + add default_content_type attribute (1108)
a58dc9d [Feature Store] Fix DateExtractor graph step (1107)
1314842 [Feature Store] Better support for store uri in feature store & artifacts (1104)
98cbc89 [Docs] Add note about real time ingestion (1067)
925ea05 [Feature Store] Overwrite specified path (1086)
f279457 [Artifacts] Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact() (1092)

0.6.5rc16

Not secure
Features / Enhancements
* **Docs**: Add note about running MLRun with Docker on WSL 2, 1102, marcelonyc
* **Jupyter Image**: Add mlrun basics notebook, 1101, hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc16#features-and-enhancements)

Bug fixes
* **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
* **Requirements**: Bound aiobotocore to <=1.3.1 to prevent conflicts, 1099, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc16#bug-fixes)


Pull requests:
b7f3f43 [Runtimes] Skip list/delete runtime resources in non k8s env (1103)
ae41f6a [Docs] Add note about running MLRun with Docker on WSL 2 (1102)
8a26b47 [Jupyter Image] Add mlrun basics notebook (1101)
f249020 [Schemas] Change `FunctionState` to regular string constants class to enable downgrading to 0.6.4 (1100)
d8e90e4 [Feature Store] Fix Ingest conversion for column with type object (1097)
bfa0c9f [Requirements] Bound aiobotocore to <=1.3.1 to prevent conflicts (1099)

0.6.5rc15

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc15#features-and-enhancements)

Bug fixes
* **Datastore**: Fix as_df from http dataitem, 1094, gtopper
* **Feature Store**: Add support for pandas 1.3.0, 1091, katyakats
* **System Tests**: Fix `test_k8s_project_secrets_with_runtime`, 1088, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc15#bug-fixes)


Pull requests:
a2b38cc [Datastore] Fix as_df from http dataitem (1094)
123d295 [Feature Store] Add support for pandas 1.3.0 (1091)
3250f97 [System Tests] Fix `test_k8s_project_secrets_with_runtime` (1088)

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