Mlrun

Features / Enhancements
* **Frameworks**: Auto-evaluation for LightGBBM's training API, 2226, guy1992l
* **Pipelines**: Kubeflow pipeline pod security context, 2207, AlonMaor14
* **Docs**: Save notebook before running code_to_function note, 2203, AlonMaor14
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc22#features-and-enhancements)

Bug fixes
* **SDK**: Fix fail to send request to MLRun API with `ConnectionResetError`, 2219, quaark
* **Spark**: Fix statistics produced by spark engine, 2221, gtopper
* **Feature Store**: Fixing bug when using OneHotEncoder on category with int values, 2143, davesh0812
* **Scheduler**: Fix failing schedules with security context enrichment, 2225, tankilevitch
* **Runtimes**: Fix security context enrichment for dask and nuclio, 2228, tankilevitch
* **Backwards Compatibility**: Rename `backward_comptiblity` to `backwards_compatibility`, 2227, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc22#bug-fixes)


Pull requests:
05bfaf29 [Frameworks] Auto-evaluation for LightGBBM's training API (2226)
9f543bfb [Pipelines] Kubeflow pipeline pod security context (2207)
6d8e070c [SDK] Fix fail to send request to MLRun API with `ConnectionResetError` (2219)
9c4d34c5 [Spark] Fix statistics produced by spark engine (2221)
72c51f1e [Feature Store] Fixing bug when using OneHotEncoder on category with int values (2143)
0bdfbf38 [Scheduler] Fix failing schedules with security context enrichment (2225)
abb15658 [Runtimes] Fix security context enrichment for dask and nuclio (2228)
351f86a9 [Backwards Compatibility] Rename `backward_comptiblity` to `backwards_compatibility` (2227)
a03bc9e5 [Docs] Save notebook before running code_to_function note (2203)

Features / Enhancements
* **Docs**: Add kafka streaming examples, 2196, jillnogold
* **Requirements**: Bump storey to 1.1.6, 2211, gtopper
* **CI**: Add `fail-fast=false` to Build workflow, 2216, tankilevitch
* **Feature-store**: Accept newer (>=3.7.4, <5) `typing-extensions` versions, 2215, assaf758
* **System Tests**: Move to new system with fixes, 2202, tankilevitch
* **Frameworks**: Added deprecation warning to `SklearnModelServer`, 2206, guy1992l
* **API**: Better configuration for allowed paths in the `/files` API, 2200, theSaarco
* **System Tests**: Allow running system tests by test suite/component, 2204, quaark
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc21#features-and-enhancements)

Bug fixes
* **Docker**: Change base models gpu image, 2223, tankilevitch
* **Feature Store**: Skip `test_purge_nosql`, 2217, tankilevitch
* **System Tests**: Fix not continuing to run when one job in matrix fails, 2209, tankilevitch
* **System Tests**: Fix run system to depend on the prepare phase, 2208, tankilevitch
* **Docs**: Fix error in Azure datastore doc, 2205, theSaarco
* **SDK**: Fix no exception when using `set_env_from_file` with non-existent file, 2190, quaark
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc21#bug-fixes)


Pull requests:
e337c57f [Docker] Change base models gpu image (2223)
9d9e3ffe [Docs] add kafka streaming examples (2196)
0c9ffb64 [Requirements] Bump storey to 1.1.6 (2211)
1e083550 [Feature Store] Skip `test_purge_nosql` (2217)
4525ea6e [CI] Add `fail-fast=false` to Build workflow (2216)
edca3e88 [Feature-store] Accept newer (>=3.7.4, <5) `typing-extensions` versions (2215)
ea9c6194 Revert "Accept newer (>=3.7.4, <5) typing-extensions versions" (2214)
ce411f3c Accept newer (>=3.7.4, <5) typing-extensions versions (2210)
ed54118f [System Tests] Fix not continuing to run when one job in matrix fails (2209)
1e59e072 [System Tests] Fix run system to depend on the prepare phase (2208)
d02f5cb3 [System Tests] Move to new system with fixes (2202)
f7c9afe6 [Frameworks] Added deprecation warning to `SklearnModelServer` (2206)
7805947a [API] Better configuration for allowed paths in the `/files` API (2200)
e83408ce [Docs] Fix error in Azure datastore doc (2205)
bcc308cd [SDK] Fix no exception when using `set_env_from_file` with non-existent file (2190)
9a507e3f [System Tests] Allow running system tests by test suite/component (2204)

Features / Enhancements
* **Runtimes**: Allow runtime images to run with a non-root user, 2199, quaark
* **Docs**: Emphasize local vs not regarding access to project secrets, 2197, jillnogold
* **Model monitoring**: Resolving the monitoring logic, 2168, guy1992l
* **Docs**: Added docs for concepts and training, 2166, nschenone
* **Unknown**: Added GitHub Issue Templates, 2177, nschenone
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc20#features-and-enhancements)

Bug fixes
* **Iguazio**: Fix `max_workers` adapter wasn't applied on https endpoint on iguazio client, 2194, tankilevitch
* **Feature Store**: Fix spark ingest when `overwrite=False`, 2188, gtopper
* **Docs**: Fix formatting for snowflake ingestion, 2119, jillnogold
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc20#bug-fixes)


Pull requests:
f5753c31 [Runtimes] Allow runtime images to run with a non-root user (2199)
d0aeb064 [Iguazio] Fix `max_workers` adapter wasn't applied on https endpoint on iguazio client (2194)
75a4edca [Docs] Emphasize local vs not regarding access to project secrets (2197)
a2541e04 [Model monitoring] Resolving the monitoring logic (2168)
bf5d7a47 [Docs] Fix formatting for snowflake ingestion (2119)
ab7fe9c3 [Docs] Added docs for concepts and training (2166)
441fd4de [Feature Store] Fix spark ingest when `overwrite=False` (2188)
7278db0c Added GitHub Issue Templates (2177)

Features / Enhancements
* **Model Monitoring**: Create model monitoring feature set per model endpoint, 2174, Eyal-Danieli
* **Projects**: Add RemoteRunner for supporting pipeline scheduling, 2065, yonishelach
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc19#features-and-enhancements)

Bug fixes
* **API**: Fix get user unix id, 2187, AlonMaor14
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc19#bug-fixes)


Pull requests:
4403730d [Model Monitoring] Create model monitoring feature set per model endpoint (2174)
8442fe23 [API] Fix get user unix id (2187)
2a965212 [Projects] Add RemoteRunner for supporting pipeline scheduling (2065)

Features / Enhancements
* **API**: Security context enrichment modes, 2142, AlonMaor14
* **CI**: Resolve unstable image version prefix from file, 2179, quaark
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc18#features-and-enhancements)

Bug fixes
* **API**: Fix unable to deploy dask cluster as a result of unresolved username in container, 2184, tankilevitch
* **Builder**: Fix ECR URL inference, 2178, AlonMaor14
* **Docs**: Fix spark-operator documentation, 2172, gtopper
* **Docs**: Fix quickstart scikit learn install command, 2175, tankilevitch
* **CI**: Fix pulling of new updates in docker build, 2170, tankilevitch
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.1.0-rc18#bug-fixes)


Pull requests:
d611e3f6 [API] Security context enrichment modes (2142)
2df2dd5e [API] Fix unable to deploy dask cluster as a result of unresolved username in container (2184)
1decf298 [CI] Resolve unstable image version prefix from file (2179)
0a6d1607 [Builder] Fix ECR URL inference (2178)
8d16ac6f [Docs] Fix spark-operator documentation (2172)
4c49ff35 [Docs] Fix quickstart scikit learn install command (2175)
3ceb7bc6 [CI] Fix pulling of new updates in docker build (2170)