Mlrun

Latest version: v1.6.2

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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)

1.0.0rc14

Not secure
Features / Enhancements
* **Feature Store**: Make _set_task_params public, 1863, benbd86
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc14#features-and-enhancements)

Bug fixes
* **Runtimes**: Fix failing build as a result of wrong affinity type, 1864, Tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc14#bug-fixes)

Pull requests:
08cd161d [Runtimes] Fix failing build as a result of wrong affinity type (1864)
cefd74f9 [Feature Store] Make _set_task_params public (1863)

1.0.0rc13

Not secure

1.0.0rc12

Not secure
Features / Enhancements
* **Datastore**: Add Iguazio application partner attribute, 1849, gtopper
* **Docs**: Add note about column name limitations in feature set aggregations, 1855, jillnogold
* **Feature Store**: Spark aggregations with support for emit-per-event, 1838, theSaarco
* **Docs**: Doc restructure, 1848, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc12#features-and-enhancements)

Bug fixes
* **Docs**: Fix broken link to wasabi object-store service, 1856, jillnogold
* **Feature Store**: Only stop spark context if we created it, 1853, gtopper
* **Runtimes**: Pass name properly in run_function, 1854, yaronha
* **Artifacts**: Fix artifact links with db_key, 1850, yaronha
* **Docs**: Fix model serving description and feature-sets, 1852, jillnogold
* **Requirements**: Fix s3fs import error, 1847, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc12#bug-fixes)


Pull requests:
d72c9f0a [Docs] Fix broken link to wasabi object-store service (1856)
767061f6 [Datastore] Add Iguazio application partner attribute (1849)
0b3a5fb3 [Feature Store] Only stop spark context if we created it (1853)
03e5eba8 [Docs] Add note about column name limitations in feature set aggregations (1855)
b92f48ec [Runtimes] Pass name properly in run_function (1854)
845eefa2 [Feature Store] Spark aggregations with support for emit-per-event (1838)
3fb05862 [Artifacts] Fix artifact links with db_key (1850)
73a5854d [Docs] Fix model serving description and feature-sets (1852)
b0b1a8d2 [Docs] Doc restructure (1848)
45bdf628 [Requirements] Fix s3fs import error (1847)

1.0.0rc11

Not secure
Features / Enhancements
* **Datastore**: Add Snowflake source, 1845, gtopper
* **Requirements**: Bump nuclio-jupyter to 0.8.23, 1843, tankilevitch
* **Model Monitoring**: Increase `batchSize` of the stream trigger in the stream function, 1842, katyakats
* **Docs**: Enhance `get_offline_features()`'s `with_indexes` docstring, 1840, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc11#features-and-enhancements)

Bug fixes
* **Datastore**: Do not silence import error, 1816, gtopper
* **Docs**: Small typo repairs, 1846, george0st
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc11#bug-fixes)


Pull requests:
1c7820b9 [Datastore] Add Snowflake source (1845)
6079372e [Datastore] Do not silence import error (1816)
f1f6bd85 [Docs] Small typo repairs (1846)
c92b0b23 [Requirements] Bump nuclio-jupyter to 0.8.23 (1843)
01437232 [Model Monitoring] Increase `batchSize` of the stream trigger in the stream function (1842)
cea0dae2 [Docs] Enhance `get_offline_features()`'s `with_indexes` docstring (1840)

1.0.0rc10

Not secure
Features / Enhancements
* **Runtimes**: Add tolerations support, 1808, tankilevitch
* **Build**: Assign more function spec attributes to kaniko pod, 1825, tankilevitch
* **Artifacts**: Support artifact tags in project APIs, 1834, yaronha
* **Feature Store**: Add support for `run_id` on targets, 1512, benbd86
* **Feature Store**: Preserve all columns in Spark aggregation step, 1824, gtopper
* **Feature Store**: Add `MinMaxLenValidator` and `RegexValidator`, 1702, george0st
* **Docs**: Add examples and repair description, 1839, george0st
* **Docs**: Add limitation on column name for data ingestion with Pandas engine, 1835, jillnogold
* **Secrets**: Change marketplace to use Secrets crud object + generalize it, 1821, theSaarco
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc10#features-and-enhancements)

Bug fixes
* **DB**: Fix backup and migrations not to happen before unwanted-ly, 1830, Hedingber
* **Docs**: Fix set environment variables numbering, 1829, jillnogold
* **Docs**: Fix ScheduleCronTrigger class docstring, 1828, daniels290813
* **Docs**: Fix model serving example, 1823, daniels290813
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc10#bug-fixes)


Pull requests:
93228ce6 [Docs] Add examples and repair description (1839)
2042b5fb [Feature Store] Add support for `run_id` on targets (1512)
54a9d551 [Docs] Add limitation on column name for data ingestion with Pandas engine (1835)
f20e832e [Docs] Bump docs docker tag to 0.10.1 (1837)
ff392cbb [Artifacts] Support artifact tags in project APIs (1834)
71dd3ad7 [DB] Fix backup and migrations not to happen before unwanted-ly (1830)
647a42e1 [Docs] Fix set environment variables numbering (1829)
477fd8c3 [Docs] Fix ScheduleCronTrigger class docstring (1828)
6360add5 [Docs] Fix model serving example (1823)
4a8bc173 [Feature Store] Preserve all columns in Spark aggregation step (1824)
939deb7f [Feature Store] Add `MinMaxLenValidator` and `RegexValidator` (1702)
e9a2e8d5 [Build] Assign more function spec attributes to kaniko pod (1825)
e0ebd172 [Secrets] Change marketplace to use Secrets crud object + generalize it (1821)
50dfdd0a [Runtimes] Add tolerations support (1808)

Page 55 of 90

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