Mlrun

Features / Enhancements
* **Model Monitoring**: Add model_tag as filtering param & add `creation_strategy` to add_model, 6926, davesh0812
* **Alerts**: Improve cache to use a set instead of a list, 6931, rokatyy
* **System id**: Create system metadata table, 6923, Yacouby
* **Alerts**: Make cache safer, 6927, rokatyy
* **Serving**: Add `modelrunner` step, 6817, gtopper
* **Serving**: Add `headers_expression` flag to the `remotestep`, 6847, GiladShapira94
* **Model Monitoring**: Add `.deploy` method to applications, 6932, jond01
* **Serving**: Await termination properly, 6924, gtopper
* **Dockerfile**: Ensure tqdm for mlrun image, 6922, liranbg
* **Artifacts**: Include uid in get_artifact_target, 6905, yaelgen
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc12#features-and-enhancements)

Bug fixes
* **Dockerfiles**: Jupyter add comment for fixed 1.7.x demos, 6933, daniels290813
* **Alerts**: Fix imports, 6935, rokatyy
* **Model Monitoring**: Fix enable get_or_create_model_endpoint func, 6930, davesh0812
* **Function**: Fix update function flow, 6925, rokatyy
* **CI**: Fix `test_scikit_learn_requirements_are_aligned`, 6929, liranbg
* **Notifications**: Fix push terminal run notifications - unmasked runs, 6915, roei3000b
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc12#bug-fixes)


Pull requests:
e190e9129 [Model Monitoring] Add model_tag as filtering param & Add `creation_strategy` to add_model (6926)
8505ca601 [Alerts] Improve cache to use a set instead of a list (6931)
e4c23cd97 [Dockerfiles] Jupyter add comment for fixed 1.7.x demos (6933)
11e4d9724 [System id] Create system metadata table (6923)
39d025a23 [Alerts] Make cache safer (6927)
d19ce5970 [Serving] Add `ModelRunner` step (6817)
bf1f47db2 [Serving] Add `headers_expression` flag to the `RemoteStep` (6847)
5b496237e [Alerts] Fix imports (6935)
5a4d97b13 [Model Monitoring] Add `.deploy` method to applications (6932)
6f435d489 [Serving] Await termination properly (6924)
d465d8b70 [Model Monitoring] Fix enable get_or_create_model_endpoint func (6930)
207dc2f91 [Function] Fix update function flow (6925)
d2b6f1b80 [CI] Fix `test_scikit_learn_requirements_are_aligned` (6929)
bf0a05776 [Dockerfile] Ensure tqdm for mlrun image (6922)
fed78f65f [Dependabot-automated] Bump anchore/scan-action from 5 to 6 (6921)
b82326895 [Artifacts] Include uid in get_artifact_target (6905)
446282c23 [Notifications] Fix push terminal run notifications - unmasked runs (6915)

Failed parsing:
fed78f65f {dependabot[bot]} [Dependabot-automated] Bump anchore/scan-action from 5 to 6 (6921)

Features / Enhancements
* **Model monitoring**: Add `model_db_key` to model endpoints table, 6901, davesh0812
* **LogCollector**: Bump golang to 1.23, 6896, liranbg
* **Spark**: Add support for spark 3.5, 6897, gtopper
* **Chief**: Do not fail mlrun chief on not getting the partition expression, 6876, rokatyy
* **Artifacts**: Increase chunk_size for migration, 6885, moranbental
* **Images**: Add a lock-file for mlrun/mlrun container image, 6886, liranbg
* **Docker**: Update dockerignore, 6887, liranbg
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc10#features-and-enhancements)

Bug fixes
* **CI**: Fix dependabot go services location [part 2], 6889, liranbg
* **CI**: Fix dependabot go services location, 6888, liranbg
* **Datastore**: Fix vectorstore documentation, 6870, alxtkr77
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc10#bug-fixes)


Pull requests:
9e2d1e195 [Model monitoring] Add `model_db_key` to model endpoints table (6901)
7450a3ac9 [LogCollector] Bump golang to 1.23 (6896)
0d4e165c5 [Spark] Add support for Spark 3.5 (6897)
6209e131c [Chief] Do not fail MLRun chief on not getting the partition expression (6876)
94c3f48d2 [Artifacts] Increase chunk_size for migration (6885)
4fd02f5a9 [Images] Add a lock-file for mlrun/mlrun container image (6886)
0cb25af4c [CI] Fix dependabot go services location [part 2] (6889)
58c325f31 [CI] Fix dependabot go services location (6888)
55fecb911 [Docker] Update dockerignore (6887)
eb00adb2d [Datastore] Fix vectorstore documentation (6870)

Features / Enhancements
* **Model Monitoring**: Block `.to_mock_server` on applications' serving functions, 6883, jond01
* **Datastore**: Make vectorstorecollection pass indexer check, 6882, alxtkr77
* **Datastore**: Use lc vector store collection name when possible, 6880, alxtkr77
* **Model Monitoring**: Add function tag to model_endpoints schema & to all the of the api's, 6877, davesh0812
* **Serving**: `model_path` param is not mandatory when adding a model to graph with router topology, 6884, davesh0812
* **Model Monitoring**: Enable to deploy and tracking model endpoint without a model artifact that related to it, 6879, davesh0812
* **Workflows**: Use a pat in uv upgrade lock workflow, 6863, jond01
* **Go**: Sync module dependencies, 6878, TomerShor
* **Artifacts**: Add uid notation to artifact uri, 6780, yaelgen
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc9#features-and-enhancements)

Bug fixes
* **Datastore**: Fix vectordb chunk generation for multidocument loaders, 6871, alxtkr77
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc9#bug-fixes)


Pull requests:
5be219a3a [Datastore] Fix vectordb chunk generation for multidocument loaders (6871)
8007cbe9e [Model Monitoring] Block `.to_mock_server` on applications' serving functions (6883)
8e1249826 [Datastore] Make VectorStoreCollection pass Indexer check (6882)
b164ccafc [Datastore] Use lc vector store collection name when possible (6880)
4a0671b0f [Model Monitoring] add function tag to model_endpoints schema & to all the of the api's (6877)
0fafb7aec [Serving] `model_path` param is not mandatory when adding a model to graph with router topology (6884)
984d493fd [Requirements-automated] Upgrade lock files (6857)
35f7f10e1 [Model Monitoring] enable to deploy and tracking model endpoint without a model artifact that related to it (6879)
a8af541ec [Workflows] Use a PAT in uv upgrade lock workflow (6863)
33db55939 [Go] Sync module dependencies (6878)
196234944 [Artifacts] Add UID notation to artifact URI (6780)

Failed parsing:
984d493fd {github-actions[bot]} [Requirements-automated] Upgrade lock files (6857)

What's Changed
* [API] Optimize project resource verification prior deletion by liranbg in https://github.com/mlrun/mlrun/pull/6853
* [Microservices] Move alert activations to alerts service by rokatyy in https://github.com/mlrun/mlrun/pull/6827
* [Model Monitoring] Fix listing model endpoints before creds where defined by davesh0812 in https://github.com/mlrun/mlrun/pull/6858
* [Test] Fix system test test_job_failure_alert by rokatyy in https://github.com/mlrun/mlrun/pull/6856
* [Model Monitoring] Overlaps relations in model endpoints table by davesh0812 in https://github.com/mlrun/mlrun/pull/6859
* [Serving] Require nuclio 1.12.10 and use storey `AsyncSource` by gtopper in https://github.com/mlrun/mlrun/pull/6862
* [Functions] Order functions by the updated date DESC by moranbental in https://github.com/mlrun/mlrun/pull/6860
* [Alerts] Fix resetting alert for case when full_object is None by rokatyy in https://github.com/mlrun/mlrun/pull/6861
* [KFP] Add Retry Functionality by adamdelman in https://github.com/mlrun/mlrun/pull/6782
* [Model Monitoring] Support `app.evaluate` with inputs by jond01 in https://github.com/mlrun/mlrun/pull/6864
* [Docs] Modify MonitoringApplicationContext docstring by jillnogold in https://github.com/mlrun/mlrun/pull/6866
* [API] Fix mutating headers for logging by liranbg in https://github.com/mlrun/mlrun/pull/6865
* [PipelineAdapters] Bump kfp by liranbg in https://github.com/mlrun/mlrun/pull/6869
* [Microservices] Fix redundant DB session creation for forwarded requests by moranbental in https://github.com/mlrun/mlrun/pull/6852
* [Model Monitoring] add create_model_monitoring_alert_configs to project. by tomerm-iguazio in https://github.com/mlrun/mlrun/pull/6841
* [Alert activations] Change name for alert_activations table from singular to plural by rokatyy in https://github.com/mlrun/mlrun/pull/6854
* [Model Monitoring] Support running `app.evaluate` remotely by jond01 in https://github.com/mlrun/mlrun/pull/6873
* [Serving] Fix `'NoneType' object has no attribute 'metadata'` error by gtopper in https://github.com/mlrun/mlrun/pull/6874
* [Notifications] Create endpoint for pushing run notifications by roei3000b in https://github.com/mlrun/mlrun/pull/6855
* [Alert activations] Add group by and aggregate by for alert activations by rokatyy in https://github.com/mlrun/mlrun/pull/6868
* [ProjectSummaries] Add alert activations counters by Yacouby in https://github.com/mlrun/mlrun/pull/6850


**Full Changelog**: https://github.com/mlrun/mlrun/compare/v1.8.0-rc6...v1.8.0-rc8