Mlrun

Features / Enhancements
* **FeatureStore**: Redis target: cleanup config logic, 2380, assaf758
* **Model Monitoring**: Add rescaling to histograms [1.1.x], 2383, guy1992l
* **Requirements**: Backport Bump v3io and v3iofs versions [1.1.x], 2361, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.1-rc2#features-and-enhancements)

Bug fixes
* **Runtimes**: Fix service account enrichment for MPI [1.1.x], 2392, tankilevitch
* **Migrations**: Fix failure in backup as a result of a big blob [1.1.x], 2394, tankilevitch
* **Requirements**: Blacklist protobuf 3.20.2 [1.1.x], 2390, tankilevitch
* **Datastore**: Fix WasbFS info to call underlying FS correctly, 2362, speretz-ig
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.1-rc2#bug-fixes)


Pull requests:
0f57dab1 [FeatureStore] Redis target: cleanup config logic (2380)
03ca669a [Runtimes] Fix service account enrichment for MPI [1.1.x] (2392)
6670c406 [Migrations] Fix failure in backup as a result of a big blob [1.1.x] (2394)
9eae825f [Requirements] Blacklist protobuf 3.20.2 [1.1.x] (2390)
774c17d3 [Model Monitoring] Add rescaling to histograms [1.1.x] (2383)
23a502f6 [Datastore] Backport Fix WasbFS info to call underlying FS correctly (2362)
14340b29 [Requirements] Backport Bump v3io and v3iofs versions [1.1.x] (2361)

Features / Enhancements
* **Builder**: Add service account to kaniko pod [1.1.x], 2356, quaark
* **CI**: Bump CI build images prefix to 1.1.1 [1.1.x], 2354, quaark

* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.1-rc1#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.1-rc1#bug-fixes)


Pull requests:
d6411b6f [Builder] Add service account to kaniko pod [1.1.x] (2356)
6a68c3b4 [CI] Bump CI build images prefix to 1.1.1 [1.1.x] (2354)

Main features & enhancements
* **API**: Support multi instance API, tankilevitch
* **API**: Remove auto project creation when project doesn't exist, tankilevitch
* **API**: Set username and refresh credentials in `mlrun.set_environment()`, yaronha
* **API**: Add Security context enrichment modes, AlonMaor14
* **Run**: Created the MLRun function decorator: `handler`, guy1992l
* **Artifacts**: Refactor SDK class to have `metadata`, `spec`, and `status`, theSaarco
* **Artifacts**: Improve work with paths + add artifacts import/export, yaronha
* **Runtimes**: Fix `build_config()` to preserve commands order, Hedingber
* **Runtimes**: Add java options spark job parameters, gtopper
* **Runtimes**: Fix monitoring handling of non-existing runs, tankilevitch
* **Runtimes**: Add s3 auto-mount option, theSaarco
* **Runtimes**: Add Security context support, AlonMaor14
* **Runtimes**: Bump the default spark operator version to `spark-3`, theSaarco
* **Runtimes**: Add patch option for `with_requests` & `with_limits`, tankilevitch
* **Runtimes**: Adding a modifier and auto-mount option to configure multiple env variables, theSaarco
* **Datastore**: Add `KafkaTarget` and `KafkaOutputStream`, gtopper
* **Datastore**: Support `wasb`/`wasbs` schema, speretz-ig
* **Datastore**: Improve BigQuery iterator performance, gtopper
* **Datastore**: CSVTarget timestamp format compatibility between Spark and Storey, gtopper
* **Datastore**: Adding option to force non-anonymous authentication when using S3, theSaarco
* **Builder**: Bump kaniko image version to 1.8.1, tankilevitch
* **Builder**: Support pushing images to ECR, AlonMaor14
* **Projects**: Fix/support archives with project run/build/deploy methods, yaronha
* **Projects**: Auto save in new_project(), yaronha
* **Projects**: Add timeout attribute to run method, tankilevitch
* **Projects**: Add `ensure_project` to CLI commands, tankilevitch
* **Projects**: Change default `new_project` to create instead of store, AlonMaor14
* **Projects**: Add RemoteRunner for supporting pipeline scheduling, yonishelach
* **Feature-store**: Support storey over redis, assaf758
* **Feature Store**: Add enrichments and validation to functions created through ingest endpoint, tankilevitch
* **Feature Store**: Fix iso conversion on parquet source, benbd86
* **Feature Store**: Fix drop of partitioning columns, gtopper
* **Spark**: Allow mounting v3io on driver but not executors, gtopper
* **Spark**: Fix statistics produced by spark engine, gtopper
* **Spark**: Add DNS-1035 validation, tankilevitch
* **Platforms**: Add s3 credentials mounter (modifier), yaronha
* **Model Monitoring**: : Create model monitoring feature set per model endpoint, EyalDanieliIgu
* **Runtimes**: Add ParallelRun router for running multiple steps in parallel threads/processes for serving, yaronha
* **Frameworks**: LightGBM module and booster MLRun interfaces for the `train` function, guy1992l
* **SDK**: Add retry mechanism for when encoutering transient connection errors, quaark
* **Functions**: Support git branches with Slashes as a git source, quaark
* **Images**: Fix security vulnerabilities, Hedingber
* **Requirements**: Raise PyArrow upper limit to 6.x, gtopper
* **Requirements**: Add vulnerability check to CI and fix vulnerabilities, Hedingber
* **Requirements**: Bump storey to 1.1.9, assaf758
* **UI**: [Release notes](https://github.com/mlrun/ui/releases/tag/v1.1.0)


More info can be found in the RCs release notes:

Features / Enhancements
* **Requirements**: Bump v3io and v3iofs versions, 2347, gtopper
* **Run**: Renamed decorator and made it modular, 2345, guy1992l
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc33#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc33#bug-fixes)


Pull requests:
67d5e49f [Requirements] Bump v3io and v3iofs versions (2347)
36da873a [Run] Renamed decorator and made it modular (2345)

Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc32#features-and-enhancements)

Bug fixes
* **Tests**: Fix system tests, 2346, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc32#bug-fixes)


Pull requests:
5160ca76 [Tests] Fix system tests (2346)

Features / Enhancements
* **Spark**: Reduce runtime of spark system tests, 2339, gtopper
* **Docs**: Add non-root user, fix links, minor edits, 2317, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc31#features-and-enhancements)

Bug fixes
* **Requirements**: Add protobuf limit >=3.20.1, <4, 2340, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc31#bug-fixes)


Pull requests:
4b25aba0 [Requirements] Add protobuf limit >=3.20.1, <4 (2340)
a5a311a2 [Spark] Reduce runtime of spark system tests (2339)
660e2984 [Docs] Add non-root user, fix links, minor edits (2317)