Mlrun

Latest version: v1.6.2

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1.0.0

Not secure
Main features & enhancements
* **Datastore**: Add Snowflake source, gtopper
* **Datastore**: Add `start_time` and `end_time` to `BigQuerySource` and `SnowflakeSource`, gtopper
* **Datastore**: Add Iguazio application partner attribute, gtopper
* **Projects**: Add/improve methods to the Project class for better usability, yaronha
* **Projects**: Add tag support to `get_artifact_uri()`, yaronha
* **Runtimes**: Add tolerations support, tankilevitch
* **Runtimes**: Mask sensitive data, Hedingber
* **Runtimes**: Add default resources for functions pods, tankilevitch
* **Runtimes**: Add flag to allow printing build logs only on failure, yaronha
* **Feature Store**: Add support for `run_id` on targets, benbd86
* **Feature Store**: Support spark dataframe ingestion, urihoenig
* **Feature Store**: Add option to use online feature service as context manager, tankilevitch
* **Feature Store**: Add validation in target path object creation, benbd86
* **Feature Store**: Performance improvements for preview and hist calculation in Spark engine, theSaarco
* **Feature Store**: Spark aggregations with support for emit-per-event, theSaarco
* **Feature Store**: Preserve all columns in Spark aggregation step, gtopper
* **Feature Store**: Re-enable flush_interval by default, gtopper
* **Model Monitoring**: Increase `batchSize` of the stream trigger in the stream function, katyakats
* **Pipelines**: Enhance kfp pods enrichment with functions and default attributes, tankilevitch
* **Artifacts**: Support artifact tags in project APIs, yaronha
* **Docs**: Doc restructure, jillnogold
* **Docs**: Improve K8s installation guide, george0st
* **Docs**: Add doc about spark operator ingestion, urihoenig
* **Docs**: Enhance `get_offline_features()`'s `with_indexes` docstring, jillnogold
* **Docs**: Add note about column name limitations in feature set aggregations, jillnogold
* **MPIJob**: Add project secrets to mpijobs, theSaarco
* **Dask**: Add project secrets to Dask cluster on deployment, theSaarco
* **Spark**: Support setting different volume mounts for driver and executor and add helper for host path, Hedingber
* **Spark**: Support auto-add of k8s project secrets, theSaarco
* **Builder**: Allow to configure whether push/pull registries are insecure, Hedingber
* **Builder**: Support configuring image name prefix template to enforce, Hedingber
* **Builder**: Assign more function spec attributes to kaniko pod, tankilevitch
* **DB**: Set the default pool size and max overflow to be equal to the API max workers, Hedingber
* **API**: Fix build status endpoint offset calculation, tankilevitch
* **API**: Increase http connection pools maxsize to be equal to number of workers, Hedingber
* **API**: Set default thread pool max workers to 64, Hedingber
* **Nuclio**: Set default nuclio runtime to python 3.7 and bump nuclio-jupyter, Hedingber
* **Nuclio**: Revert default nuclio runtime to python 3.6, Hedingber
* **Nuclio**: Fix git URL resolution, yaronha
* **Nuclio**: Fix base image pull secret assignment, tankilevitch
* **Nuclio**: Fix runtime handling for Nuclio <1.6.0 (doesn't support python:3.7), Hedingber
* **Requirements**: Bump nuclio-jupyter to 0.8.23, tankilevitch
* **Requirements**: Limit click versions to 8.0.x, tankilevitch
* **Requirements**: Downgrade Tensorflow to 2.4.x and Horovod to 0.22.1, Hedingber
* **Requirements**: Bump storey version to 1.0.3, benbd86
* **Requirements**: Bump pip to 22.0.x, Hedingber
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v1.0.0)


More info can be found in the RCs release notes:

1.0.0rc26

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc26#features-and-enhancements)

Bug fixes
* **Datastore**: Fix remote ingestion with `SnowflakeSource`, 1922, gtopper
* **Documentation**: Fix documentation following new validations, 1925, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc26#bug-fixes)

Pull requests:
80724774 [Datastore] Fix remote ingestion with `SnowflakeSource` (1922)
66ff9bac [Documentation] Fix documentation following new validations (1925)

1.0.0rc25

Not secure
Features / Enhancements
* **Spark**: Enrich default limits and requests, 1833, benbd86
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc25#features-and-enhancements)

Bug fixes
* **DB**: Fix duplicating features & entities when concurrent feature-set PUT operations are made, 1921, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc25#bug-fixes)


Pull requests:
1118045b [DB] Fix duplicating features & entities when concurrent feature-set PUT operations are made (1921)
d48b7fac [Spark] Enrich default limits and requests (1833)

1.0.0rc24

Not secure
Features / Enhancements
* **Requirements**: Bump storey version to 1.0.3, 1920, benbd86
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc24#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Set the project to the model monitoring feature set, 1911, EyalDanieliIgu
* **Datastore**: Add missing kind field to SnowflakeSource, 1919, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc24#bug-fixes)


Pull requests:
06e04ab3 [Requirements] Bump storey version to 1.0.3 (1920)
c28206d6 [Model Monitoring] Set the project to the model monitoring feature set (1911)
09fb6677 [Datastore] Add missing kind field to SnowflakeSource (1919)

1.0.0rc23

Not secure
Features / Enhancements
* **KFP**: Add test for overriding enriched attributes from function and default configuration, 1915, tankilevitch
* **API**: Add `max-partitions` parameter to list runs endpoint, 1913, theSaarco
* **Datastore**: Add SnowflakeSource to source mapping, 1910, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc23#features-and-enhancements)

Bug fixes
* **Nuclio**: Fix runtime handling for Nuclio <1.6.0 (doesn't support python:3.7), 1918, Hedingber
* **Requirements**: Downgrade Tensorflow to 2.4.x and Horovod to 0.22.1, 1912, Hedingber
* **DB**: Fix list runs max partition query to sort results, 1916, theSaarco
* **Nuclio**: Fix base image pull secret assignment, 1917, tankilevitch
* **Feature Store**: Fix update run id for empty target list, 1909, benbd86
* **API**: Fix project summaries to work when installed in docker env, 1908, Hedingber
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc23#bug-fixes)


Pull requests:
f46b7ece [Nuclio] Fix runtime handling for Nuclio <1.6.0 (doesn't support python:3.7) (1918)
a12da665 [Requirements] Downgrade Tensorflow to 2.4.x and Horovod to 0.22.1 (1912)
5416609b [DB] Fix list runs max partition query to sort results (1916)
81bbef63 [Nuclio] Fix base image pull secret assignment (1917)
72b49c7c [KFP] Add test for overriding enriched attributes from function and default configuration (1915)
6acd33a8 [API] Add `max-partitions` parameter to list runs endpoint (1913)
ba809912 [Feature Store] Fix update run id for empty target list (1909)
3bf66ee9 [Datastore] Add SnowflakeSource to source mapping (1910)
639fd49c [API] Fix project summaries to work when installed in docker env (1908)

1.0.0rc22

Not secure
Features / Enhancements
* **Spark**: Support setting different volume mounts for driver and executor and add helper for host path, 1901, Hedingber
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc22#features-and-enhancements)

Bug fixes
* **Secrets**: Move username from auth secret name to label, 1906, Hedingber
* **Feature Store**: Fix nuclio behavior with run_id, 1905, benbd86
* **Docs**: Link to updated Horovod classification demo, 1902, jillnogold
* **Datastore**: Parse time fields in CSVSource when engine is spark, 1896, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.0.0-rc22#bug-fixes)


Pull requests:
15585903 [Secrets] Move username from auth secret name to label (1906)
e937a849 [Feature Store] Fix nuclio behavior with run_id (1905)
94534f9c [Docs] Link to updated Horovod classification demo (1902)
57adf0e6 [Spark] Support setting different volume mounts for driver and executor and add helper for host path (1901)
8bf67716 [Datastore] Parse time fields in CSVSource when engine is spark (1896)

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