Mlrun

New and updated features

Feature store
- Supports ingesting Avro-encoded Kafka records. [View in Git](https://github.com/mlrun/mlrun/issues/2649).

Closed issues

- Fix: the **Projects | Jobs | Monitor Workflows** view is now accurate when filtering for > 1 hour. [View in Git](https://github.com/mlrun/mlrun/pull/2786).
- The Kubernetes **Pods** tab in **Monitor Workflows** now shows the complete pod details. [View in Git](https://github.com/mlrun/mlrun/pull/1576).
jillnogold marked this conversation as resolved.
- Update the tooltips in **Projects | Jobs | Schedule** to explain that day 0 (for cron jobs) is Monday, and not Sunday.
[View in Git](https://github.com/mlrun/ui/pull/1571).
- Fix UI crash when selecting **All** in the **Tag** dropdown list of the **Projects | Feature Store | Feature Vectors** tab. [View in Git](https://github.com/mlrun/ui/pull/1549).
- Fix: now updates `next_run_time` when skipping scheduling due to concurrent runs. [View in Git](https://github.com/mlrun/mlrun/pull/2862).
- When creating a project, the error `NotImplementedError` was updated to explain that MLRun does not have a
DB to connect to. [View in Git](https://github.com/mlrun/mlrun/pull/2856).
- When previewing a **DirArtifact** in the UI, it now returns the requested directory. Previously it was returning the directory list from the root of the container. [View in Git](https://github.com/mlrun/mlrun/pull/2592).
- Load source at runtime or build time now fully supports .zip files, which were not fully supported previously.

See more
- [MLRun change log in GitHub](https://github.com/mlrun/mlrun/releases/tag/v1.2.1)
- [UI change log in GitHub](https://github.com/mlrun/ui/releases/tag/v1.2.1)

Features / Enhancements
* **Requirements**: Freeze the version from `~=1.0` to `~=1.0.0` [1.2.x], 2872, guy1992l
* **API**: Include the whole CE section in frontend-spec and client-spec [1.2.x], 2847, quaark
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc11#features-and-enhancements)

Bug fixes
* **Scheduler**: Update next run time after skipping run [1.2.x], 2862, AlonMaor14
* **Serving**: Revert to db.create_or_patch_model_endpoint [1.2.x], 2850, davesh0812
* **Unknown**: Revert "[Project] Mask credentials when `project.set_function` [1.2.x]", 2859, tankilevitch
* **FileDB**: Add warning message when initializing FileRunDB [1.2.x], 2856, tankilevitch
* **Project**: Fix `sync_functions` to sync the function names from the `project.spec._function_definitions` map [1.2.x], 2857, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc11#bug-fixes)


Pull requests:
93226538 [Requirements] Freeze the version from `~=1.0` to `~=1.0.0` [1.2.x] (2872)
ae8e7d7f [Scheduler] Update next run time after skipping run [1.2.x] (2862)
b6cfe864 [Serving] Revert to db.create_or_patch_model_endpoint [1.2.x] (2850)
65dbff5d Revert "[Project] Mask credentials when `project.set_function` [1.2.x]" (2859)
4cc137a6 [FileDB] Add warning message when initializing FileRunDB [1.2.x] (2856)
e21b4d79 [Project] Fix `sync_functions` to sync the function names from the `project.spec._function_definitions` map [1.2.x] (2857)
f87a4e96 [API] Include the whole CE section in frontend-spec and client-spec [1.2.x] (2847)

Features / Enhancements
* **Project**: Mask credentials when `project.set_function` [1.2.x], 2844, tankilevitch
* **CLI**: [Projects] Add overwrite scheduled workflow - fixed [1.2.x], 2841, yonishelach
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc10#features-and-enhancements)

Bug fixes
* **Runtimes**: Fix submitting job with hyper-params config param to use correct credentials [1.2.x], 2835, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc10#bug-fixes)


Pull requests:
de93127d [Project] Mask credentials when `project.set_function` [1.2.x] (2844)
8b8fad88 [CLI][Projects] Add overwrite scheduled workflow - fixed [1.2.x] (2841)
1c61d8a5 [Runtimes] Fix submitting job with hyper-params config param to use correct credentials [1.2.x] (2835)

Features / Enhancements
* **Makefile**: Isort ignore venvs [1.2.x], 2832, AlonMaor14
* **API**: Add Fields to Client Spec for Use in UI [1.2.x], 2828, quaark
* **Serving**: GET with router & inexplicit GET in test mode [1.2.x], 2815, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc9#features-and-enhancements)

Bug fixes
* **Project**: Fix `load_project` log message (2825) [1.2.x], 2827, AlonMaor14
* **SDK**: Fix `submit_job` tries to update run state when run wasn't created [1.2.x], 2822, quaark
* **Frameworks**: Enable `scikit-learn` v1.2.0 to work with `mlrun.frameworks` [1.2.x], 2814, guy1992l
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc9#bug-fixes)


Pull requests:
1ff96293 [Makefile] Isort ignore venvs [1.2.x] (2832)
f9a0f5e3 [API] Add Fields to Client Spec for Use in UI [1.2.x] (2828)
14b59f56 [Project] Fix `load_project` log message (2825) [1.2.x] (2827)
22cb4f8f [SDK] Fix `submit_job` tries to update run state when run wasn't created [1.2.x] (2822)
65c7b7d6 [Frameworks] Enable `scikit-learn` v1.2.0 to work with `mlrun.frameworks` [1.2.x] (2814)
585b0398 [Serving] GET with router & inexplicit GET in test mode [1.2.x] (2815)

Features / Enhancements
* **Projects**: Slack notify remote workflow [1.2.x], 2805, yonishelach
* **API**: verify cookie session is iguazio-like sessions [1.2.x], 2797, liranbg
* **Feature Store**: Fix: set index before write to target in local merger [1.2.x], 2790, gtopper
* **Run**: Ignore bokeh installation with warning on import error [1.2.x], 2792, AlonMaor14

* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc8#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.2.1-rc8#bug-fixes)


Pull requests:
f09586f5 [Projects] Slack notify remote workflow [1.2.x] (2805)
721ed35a [API] verify cookie session is iguazio-like sessions [1.2.x] (2797)
5171dd9f [Feature Store] Fix: set index before write to target in local merger [1.2.x] (2790)
5d9ada27 [Run] Ignore bokeh installation with warning on import error [1.2.x] (2792)