Mlrun

What's Changed
* [API] Fix service path resolution by liranbg in https://github.com/mlrun/mlrun/pull/6985
* [Model Monitoring] Fix model endpoint access in `.evaluate` by jond01 in https://github.com/mlrun/mlrun/pull/6974
* [Serving] Add `model_endpoint_creation_strategy` to BaseStep class by davesh0812 in https://github.com/mlrun/mlrun/pull/6991
* [Model Monitoring] Support V3IO datastore profile for the streams by jond01 in https://github.com/mlrun/mlrun/pull/6983
* [Model Monitoring] Delete Slack notifications from Writer by gtopper in https://github.com/mlrun/mlrun/pull/6995
* [Datastore] Fix upload in log_document from context by alxtkr77 in https://github.com/mlrun/mlrun/pull/6989
* [Datastore] Support langchain vectordb loaders with undownloadable links by alxtkr77 in https://github.com/mlrun/mlrun/pull/6987
* [Docs] Add datastore_profile_read() docstring by alxtkr77 in https://github.com/mlrun/mlrun/pull/6990
* [Datastore] Fix reading datastore profiles by jond01 in https://github.com/mlrun/mlrun/pull/7000
* [Datastore] Exclude URI from lc documents metadata by alxtkr77 in https://github.com/mlrun/mlrun/pull/6996
* [Model Monitoring] Catch `TopicAlreadyExistsError` in the serving stream when re-enabling model monitoring with kafka by Eyal-Danieli in https://github.com/mlrun/mlrun/pull/6992


**Full Changelog**: https://github.com/mlrun/mlrun/compare/v1.8.0-rc16...v1.8.0-rc17

Features / Enhancements
* **KFP**: Ensure kfp client on mlrun api, 6982, liranbg
* **Model Monitoring**: Support v3io datastore profile for the tsdb, 6963, jond01
* **Model Monitoring**: Init endpoint on the server side, 6966, davesh0812
* **Client-spec**: Add system id, 6976, Yacouby
* **Notifications**: Rename push notifications endpoint, 6971, roei3000b
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc16#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix create model endpoint api, 6980, davesh0812
* **Alerts**: Fix the alert state created field timestamp, 6972, Yacouby
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc16#bug-fixes)


Pull requests:
91e7d7ffa [Track] Updated mlflow version (6945)
e426d436b [KFP] Ensure KFP client on mlrun api (6982)
3523e36b2 [Model Monitoring] Support V3IO datastore profile for the TSDB (6963)
8d362fdb6 [Model Monitoring] Fix create model endpoint API (6980)
f7cc87d22 [Model Monitoring] Init endpoint on the server side (6966)
93d2097e3 [Alerts] Fix the alert state created field timestamp (6972)
440fdeda0 [Client-spec] Add system id (6976)
56bc2cdbd [Notifications] Rename push notifications endpoint (6971)

Failed parsing:
91e7d7ffa {Ze'ev Rispler} [Track] Updated mlflow version (6945)

Features / Enhancements
* **Requirements**: Upgrade uv to 0.5.11, 6961, jond01
* **Model Monitoring**: Standardize urls for model monitoring, 6958, tomerm-iguazio
* **Demo**: Make the demo independent of mlrun version, 6928, EdmondIguazio
* **KFP**: Switch workflow runner to dedicated mlrun-kfp image, 6919, adamdelman
* **Docs**: Modify list_runs docstring, 6867, jillnogold
* **System id**: Add system id initialization, 6942, Yacouby
* **Docs**: Replace refs to storey doc with refs to mlrun doc, 6943, jillnogold
* **Docs**: Install requirement alltogether, 6962, liranbg
* **GitHub Actions**: Do not run the update uv lock files on forks, 6960, jond01
* **Artifacts**: Modify artifact deletion logic to reassign the "latest" tag, 6951, moranbental
* **Docs**: Add artifacts to docs references section, 6911, assaf758
* **Pipeline Adapters**: Rework pipeline adapters dependencies, 6918, adamdelman
* **Requirements-automated**: Upgrade lock files, 6956, jond01
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc15#features-and-enhancements)

Bug fixes
* **CI**: Fix kfp dependencies for system tests, 6975, adamdelman
* **Model Monitoring**: Fix slow tdengine inserts, 6967, gtopper
* **Notifications**: Fix bugs on push_pipeline_start_message, 6964, roei3000b
* **CI**: Fix building test image, 6965, liranbg
* **Alert activation**: Fix notification saving logic, 6944, rokatyy
* **Secrets**: Enable to mount project secrets without prefix, 6955, yaelgen
* **Build**: Remove needless -kfp suffix, 6957, liranbg
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc15#bug-fixes)


Pull requests:
6aa0bfdf7 [CI] Fix KFP dependencies for system tests (6975)
8c0253902 [Requirements] Upgrade uv to 0.5.11 (6961)
c4f80fd4a [Model Monitoring] Standardize urls for model monitoring (6958)
e1fd1e1d1 [Demo] Make the demo independent of MLRun version (6928)
c504b7621 [Dependabot-automated] Bump astral-sh/setup-uv from 4 to 5 (6969)
c87c76151 [KFP] Switch workflow runner to dedicated mlrun-kfp image (6919)
883120a0e [Model Monitoring] Fix slow TDEngine inserts (6967)
2596a5183 [Docs] Modify list_runs docstring (6867)
b54dfa637 [System id] Add system id initialization (6942)
fc13fe841 [Notifications] Fix bugs on push_pipeline_start_message (6964)
623c96d4b [Docs] Replace refs to storey doc with refs to MLRun doc (6943)
991d28a64 [CI] Fix building test image (6965)
c87cb5df0 [Docs] Install requirement alltogether (6962)
29f35cde2 [GitHub Actions] Do not run the update uv lock files on forks (6960)
1911dc01a [Alert activation] Fix notification saving logic (6944)
267ee24d3 [Artifacts] Modify artifact deletion logic to reassign the "latest" tag (6951)
c9ad274f4 [Secrets] Enable to mount project secrets without prefix (6955)
7a64e3fb3 [Build] Remove needless -kfp suffix (6957)
df3ff4b7c [Docs] Add artifacts to docs references section (6911)
5661d8232 [Pipeline Adapters] Rework pipeline adapters dependencies (6918)
7cdf5da73 [Requirements-automated] Upgrade lock files (6956)

Features / Enhancements
* **Notification**: Do not assume run labels, 6941, liranbg
* **Tests**: Wait for application deployment in mm system test, 6953, jond01
* **Notifications**: Send running notification from be, 6938, roei3000b
* **Application**: Populate resources only on sidecar container, 6950, TomerShor
* **Requirements**: Bump storey, 6948, gtopper
* **Go**: Bump modules, 6946, liranbg
* **Docs**: Alert activations user guide, 6881, rokatyy
* **Model Monitoring**: Edit code documentation, 6939, davesh0812
* **Artifacts**: Minimal status format, 6937, moranbental
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc13#features-and-enhancements)

Bug fixes
* **Nuclio**: Fix function annotations not passed to nuclio, 6954, TomerShor
* **Model Monitoring**: Fix mm context initialization in app `.evaluate`, 6952, jond01
* **Model Endpoint**: Fix model endpoint initialization when using voting ensemble, 6949, davesh0812
* **Datastore**: Fixing various bugs and issues, 6917, alxtkr77
* **Alert activations**: Fix partitioning for day and month, 6936, rokatyy
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc13#bug-fixes)


Pull requests:
6b23c9dc1 [Notification] Do not assume run labels (6941)
bdad42f2d [Nuclio] Fix function annotations not passed to Nuclio (6954)
b34e9c7df [Tests] Wait for application deployment in MM system test (6953)
db4645e4c [Model Monitoring] Fix mm context initialization in app `.evaluate` (6952)
9c46ac431 [Notifications] Send running notification from BE (6938)
a07ae4c22 [Application] Populate resources only on sidecar container (6950)
051d1371b [Model Endpoint] Fix model endpoint initialization when using voting ensemble (6949)
f8ae0c23c [Requirements] Bump storey (6948)
72bb2f503 [Datastore] Fixing various bugs and issues (6917)
ba9a7f624 [Go] Bump modules (6946)
a2dfd9b80 [Docs] Alert activations user guide (6881)
c70bdd32b [Model Monitoring] edit code documentation (6939)
6c0cb83c0 [Artifacts] Minimal status format (6937)
90cc42574 [Alert activations] Fix partitioning for day and month (6936)

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)