Mlrun

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)

Features / Enhancements
* **Server**: Filter permissions correctly when getting project summaries, 6372, adamdelman
* **Docs**: Enforce no warnings in `sphinx-build`, 6351, jond01
* **Artifacts**: Match artifact store path to kind, 6371, alonmr
* **Nuclio**: Generate v3io stream trigger access key configuration, 6307, TomerShor
* **Alerts**: Disable alerts by default, 6345, TomerShor
* **Docs**: Add comment about limit of 1000 artifacts in ui, ceml-89, ml-7405, 6319, jillnogold
* **Nuclio**: Raise error on multiple triggers + explicit ack + old nuclio, 6363, gtopper
* **Unknown**: Revert "[artifacts] limit the artifact body size when logging artifacts", 6364, liranbg
* **K8s**: Retry paginated list when token is expired, 6360, alonmr
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc45#features-and-enhancements)

Bug fixes
* **Serving**: Fix event path when trigger is rabbitmq, 6366, gtopper
* **Tests**: Fix accessing to the workflow_request when load_only=true, 6367, yaelgen
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc45#bug-fixes)


Pull requests:
39ed61397 [Server] Filter permissions correctly when getting project summaries (6372)
d6ff7eef0 [Serving] Fix event path when trigger is RabbitMQ (6366)
d7e859bb7 [Docs] Enforce no warnings in `sphinx-build` (6351)
c5bbf5e84 [Artifacts] Match artifact store path to kind (6371)
eff87f684 [Nuclio] Generate v3io stream trigger access key configuration (6307)
77f2e7bc2 [Alerts] Disable alerts by default (6345)
0b9a66668 [Tests] Fix accessing to the workflow_request when load_only=True (6367)
cf3a1f5b7 [Docs] Add comment about limit of 1000 artifacts in UI, CEML-89, ML-7405 (6319)
e86af9c43 [Nuclio] Raise error on multiple triggers + explicit ack + old nuclio (6363)
1ffd87ef0 Revert "[Artifacts] Limit the artifact body size when logging artifacts" (6364)
91b4f4e90 [K8s] Retry paginated list when token is expired (6360)

Features / Enhancements
* **LogCollector**: Change log files permission from 0644 to 0600, 6359, liranbg
* **Dependencies**: Bump requirements, 6356, liranbg
* **Config**: Raising more coherent message when config reload is failing, 6355, liranbg
* **Docs**: Note oauth2 api gateway mode is not supported, 6353, alonmr
* **Spark**: Raise default driver memory to 2gb, 6357, gtopper
* **Projects**: Change log to warning for bad use of workflow runner ns, 6354, yaelgen
* **Feature Store**: Properly handle category type, 6352, gtopper
* **Artifacts**: Limit the artifact body size when logging artifacts, 6349, moranbental
* **Tests**: Do not verify ssl by default for system tests, 6332, moranbental
* **Workflows**: Add support for workflow runner node selector in remote workflow execution, 6333, yaelgen
* **Runtimes**: Add ignoring `skip_deployed` warning, 6311, alonmr
* **Alerts**: Refactor eventkind values to use hyphens instead of underscores, 6339, Yacouby
* **API Gateway**: Add with annotations sdk, 6343, TomerShor
* **Model Monitoring**: Add logs to delete model endpoints process, 6342, Eyal-Danieli
* **Docs**: Replace outdated code: new_function and code_to_function, 6235, jillnogold
* **Requirements**: Raise boto3 upper limit, 6336, gtopper
* **Docs**: Rename to "tutorial" in 07 add mlops to existing code and 05 realtime monitoring, delete model-monitoring-batch, 6295, jillnogold
* **Artifacts**: Remove default iteration from store artifact, 6335, alonmr
* **RuntimeResources**: Enhance resources deletion upon project deletion, 6326, liranbg
* **Automation**: Patch igz to support specific registry-url, 6327, liranbg
* **Model Monitoring**: Define 1.7.0 as the minimum client version which supports mm & delete strem trigger duplication of the stream pod, 6[30](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:31)5, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc44#features-and-enhancements)

Bug fixes
* **Docs**: Typo fix, 6350, liranbg
* **CLI**: Fix errors when no dbpath is set and mlrun default to mockdb, 6346, liranbg
* **Datastore**: Fix streamstoreytarget wrapper, 6340, alxtkr77
* **Utils**: Fix ipython/jupyter message, 6185, jond01
* **CI**: Fix security scan to show cve, 6344, liranbg
* **Artifacts**: Fix the docstring for uploading an artifact when logging a directory artifact, 63[31](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:32), moranbental
* **Model Monitoring**: Fix version check in mm endpoint and delete `store_type` config from all confugurations., 6341, davesh0812
* **Model Monitoring**: Minor fixes, 6280, jond01
* **Tests**: Fix feature store system test assertions, 6[32](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:33)0, gtopper
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc44#bug-fixes)


Pull requests:
06b782bf0 [LogCollector] Change log files permission from 0644 to 0600 (6359)
79260a527 [Dependencies] Bump requirements (6356)
15da62624 [Config] Raising more coherent message when config reload is failing (6355)
577aa07c2 [Docs] Note OAuth2 API gateway mode is not supported (6353)
f1f547c50 [Spark] Raise default driver memory to 2GB (6357)
b6c6379df [Projects] Change log to warning for bad use of workflow runner NS (6354)
6924929c7 [Feature Store] Properly handle category type (6352)
e048f0490 [Artifacts] Limit the artifact body size when logging artifacts (6349)
a4541924f [Tests] Do not verify SSL by default for system tests (6[33](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:34)2)
19779a0bd [Workflows] Add support for workflow runner node selector in remote workflow execution (6333)
8daab9e70 [Docs] Typo fix (6350)
b5377e912 [Runtimes] Add ignoring `skip_deployed` warning (6311)
32cb78e40 [CLI] Fix errors when no dbpath is set and mlrun default to mockdb (6[34](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:35)6)
77c4b8273 [Alerts] Refactor EventKind values to use hyphens instead of underscores (6339)
a83d07d8e [Datastore] Fix StreamStoreyTarget wrapper (6340)
4121abc2e [Utils] Fix IPython/Jupyter message (6185)
2bf33b6f3 [CI] Fix security scan to show CVE (6344)
f63da5474 [API Gateway] Add with annotations SDK (6343)
b1d18cafc [Artifacts] Fix the docstring for uploading an artifact when logging a directory artifact (6331)
ef084a159 [Model Monitoring] Add logs to delete model endpoints process (6342)
047b4c24d [Model Monitoring] Fix version check in mm endpoint and delete `store_type` config from all confugurations. (6341)
c293c5595 [Model Monitoring] Minor fixes (6280)
54f449960 [Docs] Replace outdated code: new_function and code_to_function (62[35](https://github.com/mlrun/mlrun/actions/runs/10921163900/job/30313365821#step:5:36))
d2e57352c [Requirements] Raise boto3 upper limit (6336)
171e0c34d [Docs] Rename to "tutorial" in 07 Add MLOps to existing code and 05 Realtime monitoring, delete model-monitoring-batch (6295)
7e6e4666c [Artifacts] Remove default iteration from store artifact (6335)
ffb8e69f7 [RuntimeResources] Enhance resources deletion upon project deletion (6326)
2e5c75afd [Automation] Patch igz to support specific registry-url (6327)
f07297b75 [Model Monitoring] Define 1.7.0 as the minimum Client Version which supports MM & delete strem trigger duplication of the stream pod (6305)
74e8a6167 [Tests] Fix feature store system test assertions (6320)