Mlrun

Features / Enhancements
* **Model Monitoring**: Add `taosws.fetcherror` to caught exceptions [1.7.x], 6480, jond01
* **Model Monitoring**: Retry tdengine query on closed connection [1.7.x], 6464, gtopper
* **DOCS**: Improve average latency kpi description [1.7.x], 6471, Eyal-Danieli
* **Tests**: Remove redundant system test part [1.7.x], 6468, alonmr
* **GenAI demo**: Increased timeout to 1200 secs [1.7.x], 6457, EdmondIguazio
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc51#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix tdengine client version and add logs to delete resources [1.7.x], 6467, Eyal-Danieli
* **Unknown**: Revert "[demos] remove genai model monitoring demo to dedicated repo postfix" [1.7.x], 6470, assaf758
* **Demos**: Remove genai model monitoring demo to dedicated repo postfix [1.7.x], 6408, EdmondIguazio
* **Batch Infer Tutorial**: Fix data drift result artifact name [1.7.x], 6462, Eyal-Danieli
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc51#bug-fixes)


Pull requests:
a8919d5f6 [Model Monitoring] Add `taosws.FetchError` to caught exceptions [1.7.x] (6480)
97083544d [Model Monitoring] Retry TDEngine query on closed connection [1.7.x] (6464)
6b53a61a0 [DOCS] Improve average latency KPI description [1.7.x] (6471)
e9417c8f7 [Model Monitoring] Fix TDEngine client version and add logs to delete resources [1.7.x] (6467)
b60f70914 [Tests] Remove redundant system test part [1.7.x] (6468)
10de113b9 Revert "[Demos] Remove GenAI model monitoring demo to dedicated repo postfix" [1.7.x] (6470)
e74f02aa0 [Demos] Remove GenAI model monitoring demo to dedicated repo postfix [1.7.x] (6408)
903480237 [GenAI demo] Increased timeout to 1200 secs [1.7.x] (6457)
323bc7ba6 [Batch Infer Tutorial] Fix data drift result artifact name [1.7.x] (6462)

Features / Enhancements
* **KFP**: Bump adapters [1.7.x], 6459, liranbg
* **KFP**: Obscuring kfp env credentials [1.7.x], 6458, liranbg
* **Notifications**: Resolve notification params from the db [1.7.x], 6451, roei3000b
* **Datastore**: Delete additional filters warning from spark merger (6455), 6456, tomerm-iguazio
* **Datastore**: Timestamp as a timezone-aware pandas datetime. (6449), 6453, tomerm-iguazio
* **Model Monitoring**: Enhance exception handling when deleting stream resources, 6447, Eyal-Danieli
* **Background Task**: Reverting the check for resource permissions on background tasks [1.7.x], 6440, moranbental
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc50#features-and-enhancements)

Bug fixes
* **Images**: Fix mlrun/mlrun conda solver [1.7.x], 6454, alonmr
* **Tutorials**: Fix 07-add-mlops-to-code script path [1.7.x], 6431, aviaIguazio
* **Workflows**: Fix ability to opt-out node selector for workflow runner pod [1.7.x], 6452, yaelgen
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc50#bug-fixes)


Pull requests:
fe89f8ec2 [KFP] Bump adapters [1.7.x] (6459)
6d9a6d0e0 [KFP] Obscuring KFP env credentials [1.7.x] (6458)
b7828e7ff [Notifications] Resolve notification params from the db [1.7.x] (6451)
de07c8c21 [Datastore] delete additional filters warning from spark merger (6455) (6456)
77fb34b41 [Images] Fix mlrun/mlrun conda solver [1.7.x] (6454)
dc7b642f9 [Tutorials] fix 07-add-mlops-to-code script path [1.7.x] (6431)
2765a445e [Datastore] Timestamp as a timezone-aware pandas datetime. (6449) (6453)
74f166dc4 [Workflows] Fix ability to opt-out node selector for workflow runner pod [1.7.x] (6452)
3918596eb [Model Monitoring] Enhance exception handling when deleting stream resources (6447)
d5ac61be3 [Background Task] Reverting the check for resource permissions on background tasks [1.7.x] (6440)

Features / Enhancements
* **Docs**: Add gen ai to readme, align with docs, update links, graphics [1.7.x], 6438, jillnogold
* **APIGW**: Enrich path with forward slash, 6435, liranbg
* **Projects**: Updating logs when project deletion fails in the sdk [1.7.x], 6422, moranbental
* **Tutorials**: Revert serving tutorial to `new_function`, 6429, quaark
* **Model Monitoring**: Delete `modelmonitoringapplicationbasev1` [1.7.x], 6421, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc49#features-and-enhancements)

Bug fixes
* **Tutorials**: Fix `scikit-learn` version in installation commands [1.7.x], 6425, jond01
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc49#bug-fixes)


Pull requests:
a4f49ce91 [Docs] Add gen AI to README, align with docs, update links, graphics [1.7.x] (6438)
3d6ab8d67 [APIGW] Enrich path with forward slash (6435)
61feaac7c [Projects] Updating logs when project deletion fails in the SDK [1.7.x] (6422)
7806b9a60 [Tutorials] Revert Serving Tutorial to `new_function` (6429)
5a794c183 [Model Monitoring] Delete `ModelMonitoringApplicationBaseV1` [1.7.x] (6421)
2c5cbdf5f [Tutorials] Fix `scikit-learn` version in installation commands [1.7.x] (6425)

Features / Enhancements
* **Model-Monitoring**: Issue warning log when enable_model_monitoring is called with base_period < 10, 6423, assaf758
* **Docs**: Cherry-picked doc updates [1.7.x], 6426, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc48#features-and-enhancements)

Bug fixes
* **Pipelines**: Fix log [1.7.x], 6428, moranbental
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc48#bug-fixes)


Pull requests:
ff1d61288 [Pipelines] Fix log [1.7.x] (6428)
5ec194a2d [Model-Monitoring] Issue warning log when enable_model_monitoring is called with base_period < 10 (6423)
c6bbd35e9 [Docs] Cherry-picked doc updates [1.7.x] (6426)

Features / Enhancements
* **Model Monitoring**: Sanitize project and endpoint id inputs to model endpoints api [1.7.x], 6329, jond01
* **Docs**: Added additional_filters datetime limitation to docs [1.7.x] 6400, 6416, tomerm-iguazio
* **Tests**: Remove `testchurn` system test, 6411, Eyal-Danieli
* **API**: Reduce spammy logs, 6412, liranbg
* **Requirements**: Raise pyarrow maximum version to 17 (the latest), 6410, gtopper
* **MySQL**: Update the dsn regex to also support an optional password [1.7.x], 6405, moranbental
* **Tutorials**: Update scikit-learn version mentioned in model training [1.7.x], 6403, jond01
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc47#features-and-enhancements)

Bug fixes
* **Demos**: Ignore uri fetch errors on genai demo postfix [1.7.x], 6407, EdmondIguazio
* **Model Monitoring**: Fix artifact name in batch infer tutorial [1.7.x], 6393, jond01
* **Feature Store**: Fix remote ingest `start_time` and `end_time` parameters of `parquetsource` (6378), 6398, tomerm-iguazio
* **Datastore**: Fix stream storey wrapper [1.7.x], 6384, alxtkr77
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc47#bug-fixes)


Pull requests:
efce6df76 [Model Monitoring] Sanitize project and endpoint ID inputs to model endpoints API [1.7.x] (6329)
692e3420b [Docs] Added additional_filters datetime limitation to docs [1.7.x] 6400 (6416)
27f7cea35 [Tests] remove `TestChurn` system test (6411)
650030b77 [API] Reduce spammy logs (6412)
c0d3e3294 [Requirements] Raise pyarrow maximum version to 17 (the latest) (6410)
6c9b0dfee [MySQL] Update the DSN regex to also support an optional password [1.7.x] (6405)
ed1f6ece9 [Demos] Ignore uri fetch errors on GenAI demo postfix [1.7.x] (6407)
14176d122 [Tutorials] Update scikit-learn version mentioned in model training [1.7.x] (6403)
4a7547753 [Model Monitoring] Fix artifact name in batch infer tutorial [1.7.x] (6393)
5e2f5817b [Feature Store] Fix remote ingest `start_time` and `end_time` parameters of `ParquetSource` (6378) (6398)
6192b5eeb [Datastore] Fix Stream Storey wrapper [1.7.x] (6384)

Features / Enhancements
* **Nuclio**: Allow passing access key when adding v3io stream trigger [1.7.x], 6397, TomerShor
* **Docs**: Add writing model monitoring application page [1.7.x], 6374, jond01
* **Project**: Terminate pipelines before deleting pods on delete job [1.7.x], 6387, alonmr
* **Artifacts**: Update the read artifact query to include the tag in the response [1.7.x], 6368, moranbental
* **Datastore**: Add support for s3 token file [1.7.x], 6382, gtopper
* **Feature Store**: Add format param to `list_feature_sets` [1.7.x], 6380, tomerm-iguazio
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc46#features-and-enhancements)

Bug fixes
* **Project**: Fix silent sync functions [1.7.x], 6402, alonmr
* **Tests**: Fix basic system tests and other touch ups [1.7.x], 6401, alonmr
* **Demos**: Genai model monitoring postfix [1.7.x], 6395, EdmondIguazio
* **ProjectSummaries**: Fix schedule jobs count, 6375, roei3000b
* **Workflows**: Fix resolving source code target dir [1.7.x], 6385, alonmr
* **Model Monitoring**: Fix tdengine case-insensitivity in the table name [1.7.x], 6383, jond01
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc46#bug-fixes)


Pull requests:
2fcec45a1 [Project] Fix silent sync functions [1.7.x] (6402)
00e940c00 [Tests] Fix basic system tests and other touch ups [1.7.x] (6401)
dfb208a10 [Nuclio] Allow passing access key when adding v3io stream trigger [1.7.x] (6397)
2485eddcf [Docs] Add writing model monitoring application page [1.7.x] (6374)
7bb8684cf [Demos] GenAI model monitoring postfix [1.7.x] (6395)
19f1a4f5e [ProjectSummaries] Fix schedule jobs count (6375)
2c3ad54a6 [Project] Terminate pipelines before deleting pods on delete job [1.7.x] (6387)
1f9246fa9 [Workflows] Fix resolving source code target dir [1.7.x] (6385)
49930aab7 [Artifacts] Update the read artifact query to include the tag in the response [1.7.x] (6368)
5b4b7141b [Model Monitoring] Fix TDEngine case-insensitivity in the table name [1.7.x] (6383)
769127120 [Datastore] Add support for S3 token file [1.7.x] (6382)
e6492c884 [Feature Store] Add format param to `list_feature_sets` [1.7.x] (6380)