Mlrun

Latest version: v1.6.2

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0.6.5rc2

Not secure
Features / Enhancements
* **Projects**: Wait for completion by default and use session from request (instead of configured one), 1000, hedingber
* **SDK**: Change state -> step in feature-store SDK, 977, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc2#features-and-enhancements)

Bug fixes
* **Feature store**: Explode if using spark and target path is without schema, 998, dinal
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc2#bug-fixes)


Pull requests:
387bcfd [Projects] Wait for completion by default and use session from request (instead of configured one) (1000)
2fcbbb2 [Feature store] Explode if using spark and target path is without schema (998)
d495cd4 [SDK] Change state -> step in feature-store SDK (977)

0.6.5rc1

Not secure
Features / Enhancements
* **Datastore**: Set target names as their kind by default, 997, dinal
* **Serving**: Set current_function to all functions by default, 987, ihs-nick
* **Docs**: Add feature vector docs, 991, zilbermanor
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc1#features-and-enhancements)

Bug fixes
* **Model endpoints**: Fix create or patch to inject run db to get the endpoint model , 996, hedingber
* **Feature store**: Support operations as string in add_aggregation, 994, dinal
* **API**: Result of PUT on feature-store objects with tag reference should contain the tag, 979, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.5-rc1#bug-fixes)


Pull requests:
55c9885 [Model endpoints] Fix create or patch to inject run db to get the endpoint model (996)
d9e4c9e [Datastore] Set target names as their kind by default (997)
925bffd [Feature store] Support operations as string in add_aggregation (994)
66148be [Serving] Set current_function to all functions by default (987)
8f6489b [API] Result of PUT on feature-store objects with tag reference should contain the tag (979)
87cf500 [Docs] Add feature vector docs (991)

0.6.4

Not secure
Main features & enhancements
* **Feature store**: Support filtering by time in get_offline_features, katyakats
* **Feature store**: Support a list of same unit windows in `add_aggregation`, dinal
* **Config**: Sync hub url config value from server to clients, hedingber
* **API**: Exact match on name in run list API , theSaarco
* **API**: Adding best-iteration parameter to artifacts list, theSaarco
* **SDK+API**: Move deploy enrichment and validation to API, hedingber
* **SDK**: Change default grace period for `mlrun clean` command to 0, hedingber
* **SDK**: Make auto_mount importable from root, hedingber
* **Runtimes**: Support loading nuclio functions from external code entry, sahare92
* **Datastore**: Support writing partitioned parquet data, gtopper
* **Runtimes**: Support code archives, enhance run cli and add CI/CD support and docs, yaronha
* **Projects**: Support being a follower, hedingber
* **Images**: Refactor to have hierarchical structure, hedingber
* **Docs**: Enhance spark ingestion example, urihoenig
* **Docs**: Improve code_to_function docstring, ihs-nick
* **Docs**: Add beta note near relevant features in docs, gilad-shaham
* **Docs**: Add feature store training and serving docs, zilbermanor
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v0.6.4)

More info can be found in the RCs release notes:

0.6.4rc13

Not secure
Bug fixes
- **Feature Store**: Fix bug in online features with multiple entities, 990, katyakats

Pull requests:
62e8e129 [Feature store] Fix bug in online features with multiple entities (990)

0.6.4rc12

Not secure
Features / Enhancements
* **Docs**: Enhance spark ingestion example, 989, urihoenig
* **Feature store**: Support a list of same unit windows in `add_aggregation`, 986, dinal
* **Sparkjob**: Add `ui_url` attribute to Run status object and enrich it when running spark functions, 985, urihoenig
* **Docs**: Basic tutorials projects text change, 983, omesser
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.4-rc12#features-and-enhancements)

Bug fixes
* **Feature store**: Do not return None for column that is label, 982, katyakats
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.4-rc12#bug-fixes)


Pull requests:
0e31ae1 [Docs] Enhance spark ingestion example (989)
f43b095 [Feature store] Support a list of same unit windows in `add_aggregation` (986)
98d9093 [Runtimes] Call update_ui_url for all runtimes (988)
dd48de5 [Sparkjob] Add `ui_url` attribute to Run status object and enrich it when running spark functions (985)
a05212a [Docs] Basic tutorials projects text change (983)
ee3a63c [Feature store] Do not return None for column that is label (982)

0.6.4rc11

Not secure
Features / Enhancements
* **SDK+API**: Move deploy enrichment and validation to API, 978, hedingber
* **Requirements**: Bump v3io-py to 0.5.8, 975, dinal
* **SDK**: Change default grace period for `mlrun clean` command to 0, 974, hedingber
* **Doc**: Improve code_to_function docstring, 972, ihs-nick
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v0.6.4-rc11#features-and-enhancements)

Bug fixes
* **DB**: Retry operation when database is locked, 981, hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v0.6.4-rc11#bug-fixes)

Pull requests:
7d5bf10 [DB] Retry operation when database is locked (981)
63349b2 [SDK+API] Move deploy enrichment and validation to API (978)
c8d11c9 [Requirements] Bump v3io-py to 0.5.8 (975)
0f5ef2c [SDK] Change default grace period for `mlrun clean` command to 0 (974)
3f4f56e [Doc] Improve code_to_function docstring (972)

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