Mlrun

Latest version: v1.7.0

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1.0.0rc20

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc20#features-and-enhancements)

Bug fixes
* **Feature Store**: Remake run id feature store's only, 1897, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc20#bug-fixes)


Pull requests:
da5e7243 [Feature Store] Remake run id feature store's only (1897)

1.0.0rc19

Not secure
Features / Enhancements
* **Nuclio**: Set default nuclio runtime to python 3.7 and bump nuclio-jupyter, 1895, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc19#features-and-enhancements)

Bug fixes
* **API**: Fix auth secret name template to comply to Nuclio rules, 1894, Hedingber
* **Feature Store**: Fix issues with CSV targets and run_id, 1892, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc19#bug-fixes)


Pull requests:
20492aa5 [Nuclio] Set default nuclio runtime to python 3.7 and bump nuclio-jupyter (1895)
ddf3efbe [API] Fix auth secret name template to comply to Nuclio rules (1894)
21709604 [Feature Store] Fix issues with CSV targets and run_id (1892)

1.0.0rc18

Not secure
Features / Enhancements
* **Runtimes**: Mask sensitive data, 1876, Hedingber
* **System Tests**: Increase schedule interval for spark scheduled tests, 1891, katyakats
* **Feature Store**: Add validation in target path object creation, 1886, benbd86
* **API**: Enable override of preemption mode on submit job, 1890, tankilevitch
* **Datastore**: Add `start_time` and `end_time` to `BigQuerySource` and `SnowflakeSource`, 1870, gtopper
* **Pipelines**: Enhance kfp pods enrichment, 1857, tankilevitch
* **DB**: Set the default pool size and max overflow to be equal to the API max workers, 1887, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc18#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix issue of histogram calculation for spark failing on empty DFs, 1889, theSaarco
* **API**: Fix dask list runtime resources with cluster without Kubernetes service, 1888, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc18#bug-fixes)


Pull requests:
6c2dfa82 [Runtimes] Mask sensitive data (1876)
7a0b4588 [System Tests] Increase schedule interval for spark scheduled tests (1891)
e448e8db [Feature Store] Add validation in target path object creation (1886)
5a15f5ab [API] Enable override of preemption mode on submit job (1890)
dda3af88 [Feature Store] Fix issue of histogram calculation for spark failing on empty DFs (1889)
eabb1625 [Datastore] Add `start_time` and `end_time` to `BigQuerySource` and `SnowflakeSource` (1870)
a8b7b4c2 [Pipelines] Enhance kfp pods enrichment (1857)
99dde755 [API] Fix dask list runtime resources with cluster without Kubernetes service (1888)
1a910839 [DB] Set the default pool size and max overflow to be equal to the API max workers (1887)

1.0.0rc17

Not secure
Features / Enhancements
* **Runtimes**: Add support for preemption mode in spark operator, 1885, tankilevitch
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc17#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc17#bug-fixes)

Pull requests:
add94012 [Runtimes] Add support for preemption mode in spark operator (1885)

1.0.0rc16

Not secure
Features / Enhancements
* **Runtimes**: Add support for preemption mode part 2, 1868, tankilevitch
* **Nuclio**: Revert default nuclio runtime to python 3.6, 1884, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc16#features-and-enhancements)


Bug fixes
* **Runtimes**: Fix bugs in archive sources, 1883, yaronha
* **Feature Store**: Fix run id for get offline features with target, 1881, benbd86
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc16#bug-fixes)


Pull requests:
989e01ab [Runtimes] Add support for preemption mode part 2 (1868)
cb7c8eb5 [Runtimes] Fix bugs in archive sources (1883)
1b903dcd [Nuclio] Revert default nuclio runtime to python 3.6 (1884)
bab0beb8 [Feature Store] Fix run id for get offline features with target (1881)

1.0.0rc15

Not secure
Features / Enhancements
* **API**: Add preemption nodes info to frontend spec, 1880, tankilevitch
* **Serving**: Verify that functions referenced in steps are added as children, 1866, yaronha
* **Docs**: Rearrange TOC in MLRun Basics, 1873, jillnogold
* **Docs**: Improve K8s installation guide, 1865, george0st
* **Feature Store**: Performance improvements for preview and hist calculation in Spark engine, 1860, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc15#features-and-enhancements)

Bug fixes
* **Feature Store**: Fix run id on ingest with spark, 1874, benbd86
* **Runtimes**: Fix and align `with_source_archive()`, 1831, yaronha
* **Runtimes**: Fix serving child functions handling and runs compare on project, 1879, yaronha
* **System Tests**: Fix `test_ingest_and_query`, 1877, gtopper
* **Serving**: Fix get model metadata (inputs/outputs) API response, 1867, yaronha
* **System Tests**: Increase enterprise tests timeout to 180 minutes, 1875, Hedingber
* **Feature Store**: Fix spark incremental ingest, 1871, katyakats
* **Requirements**: Limit click versions to 8.0.x, 1869, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc15#bug-fixes)


Pull requests:
2804ac69 [API] Add preemption nodes info to frontend spec (1880)
dd36f556 [Feature Store] Fix run id on ingest with spark (1874)
00fdb863 [Runtimes] Fix and align `with_source_archive()` (1831)
61f2ad17 [Runtimes] Fix serving child functions handling and runs compare on project (1879)
a81a4a43 [System Tests] Fix `test_ingest_and_query` (1877)
14cfc8a9 [Serving] Verify that functions referenced in steps are added as children (1866)
ff00fb45 [Serving] Fix get model metadata (inputs/outputs) API response (1867)
bfbfd211 [System Tests] Increase enterprise tests timeout to 180 minutes (1875)
5909b3a2 [Docs] Rearrange TOC in MLRun Basics (1873)
325b44a0 [System Tests] Change Spark tests to use a single window (1872)
da9d5267 [Feature Store] Fix spark incremental ingest (1871)
4d2837b8 [Requirements] Limit click versions to 8.0.x (1869)
cda95abc [Docs] Improve K8s installation guide (1865)
241db77f [Feature Store] Performance improvements for preview and hist calculation in Spark engine (1860)

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