Mlrun

Features / Enhancements
* **Datastore**: Rename `tdenginedatastoreprofile` -> `datastoreprofiletdengine`, 7436, gtopper
* **Model Monitoring**: Adjust v3io tsdb pre-aggregations and rate operations, 7439, Eyal-Danieli
* **Model Monitoring**: Resolved a memory leak issue triggered by `list_model_endpoints` calls, 7435, davesh0812
* **Datastore**: Disable s3fs listings cache, 7437, gtopper
* **Deprecations**: Legacy artifact postponed to 1.9, 7438, moranbental
* **Dependabot-automated**: Bump the kubernetes group across 1 directory with 3 updates, 7432, dependabot[bot]
* **Demos**: Convert rag demo to use mlrun documents, 7139, EdmondIguazio
* **Model Monitoring**: update list _mep (when latest_only=true) & raise explainable error when trying to delete model artifact which related to existed model endpoint, 7406, davesh0812
* **Model Monitoring**: Improve invalid mep access error message, 7416, jond01
* **Model Monitoring**: Application feature-sets caching, 7404, royischoss
* **Model Monitoring**: Create the schemas for all v3io tables during deployment, 7420, Eyal-Danieli
* **Model Monitoring**: Remove parallelization of v3io tsdb queries, 7419, gtopper
* **Golang**: Use single `go.mod`, 7417, liranbg
* **Datastore**: Use `urlparse`, 7418, gtopper
* **Artifacts**: Update unit test for artifact deletion data failure, 7414, moranbental
* **Requirements-automated**: Upgrade lock files, 7407, iguazio-cicd
* **Docs**: Enhance kubernetes install, 7338, jillnogold
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc42#features-and-enhancements)

Bug fixes
* **Artifacts**: Fix order by when listing artifacts, 7423, moranbental
* **Model Monitoring**: Fix limit controller unclosed windows, 7431, royischoss
* **Makefile**: Fix cleanup command, 7421, liranbg
* **Project**: Fix workflow sync functions engine test, 7415, alonmr
* **Notifications**: Fix stuck pending notifications, 7410, alonmr
* **CI**: Codeowners fixes, 7412, quaark
* **Datastore**: Fix importing a function from a private github repo, 7401, gtopper
* **System tests**: Dask run name assertion fix, 7408, alonmr
* **Datastore**: Fix kafka parameters handling, 7400, alxtkr77
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc42#bug-fixes)


Pull requests:
3a6636b3c [Artifacts] Fix order by when listing artifacts (7423)
ab2a15fd9 [Datastore] Rename `TDEngineDatastoreProfile` -> `DatastoreProfileTDEngine` (7436)
0d66d04cd [Model Monitoring] Adjust V3IO TSDB pre-aggregations and rate operations (7439)
07a81c557 [Model Monitoring] Resolved a memory leak issue triggered by `list_model_endpoints` calls (7435)
f636d4563 [Datastore] Disable S3FS listings cache (7437)
72172ba76 [Deprecations] Legacy artifact postponed to 1.9 (7438)
a75426dd1 [Model Monitoring] Fix limit controller unclosed windows (7431)
5ef230af1 [Dependabot-automated] Bump the kubernetes group across 1 directory with 3 updates (7432)
799645ad5 [Demos] Convert RAG demo to use MLRun documents (7139)
33890e2ae [Model Monitoring] Update list _mep (when latest_only=true) & raise explainable error when trying to delete model artifact which related to existed Model Endpoint (7406)
60e7b37b5 [Model Monitoring] Improve invalid MEP access error message (7416)
951cd0641 [Model Monitoring] Application feature-sets caching (7404)
868b5d2ff [Model Monitoring] Create the schemas for all V3IO tables during deployment (7420)
5b734cb77 [Makefile] Fix cleanup command (7421)
61dfba588 [Model Monitoring] Remove parallelization of V3IO TSDB queries (7419)
50c861d61 [Golang] Use single `go.mod` (7417)
96fd10c81 [Datastore] Use `urlparse` (7418)
3cfaf79a8 [Project] Fix workflow sync functions engine test (7415)
90cabd34b [Artifacts] Update unit test for artifact deletion data failure (7414)
785cae5b1 [Notifications] Fix stuck pending notifications (7410)
f54fcbf21 [CI] CODEOWNERS fixes (7412)
7fc8fc801 [Datastore] Fix importing a function from a private GitHub repo (7401)
bcbc98262 [System tests] Dask run name assertion fix (7408)
8674d0d0f [Datastore] Fix Kafka parameters handling (7400)
d6ee63c35 [Requirements-automated] Upgrade lock files (7407)
7e2d5e0c4 [Docs] Enhance Kubernetes install (7338)

Features / Enhancements
* **Notifications**: Ensure run state update precedes end time update in run status, 7389, yaelgen
* **Docs**: Remove project save recommendation on setup, 7403, alonmr
* **CI**: Data flows own `mlrun/serving/**`, 7402, quaark
* **Docs**: Update mlrun ce readme file, 7362, GiladShapira94
* **Tutorials**: Bump evidently 05-model-monitoring, 7364, daniels290813
* **Requirements-automated**: Upgrade lock files, 7392, iguazio-cicd
* **Go**: Bump requirements, 7393, liranbg
* **System tests**: Decouple dask system tests, 7383, alonmr
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc41#features-and-enhancements)

Bug fixes
* **Workflows**: Fix set workflow to avoid looking for remote paths locally, 7372, Yacouby
* **System test**: Fix dask function name generation, 7405, alonmr
* **CI**: Fix failures intermediate failures, 7394, liranbg
* **Tests**: Fix testrecordresults::test_inference_feature_set and testinferencewithspecialchars::test_inference_feature_set, 7386, davesh0812
* **Remote**: Fix trigger nuclio version validation for `unstable`, 7390, TomerShor
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc41#bug-fixes)


Pull requests:
18a4adfd7 [Workflows] Fix set workflow to avoid looking for remote paths locally (7372)
5d52d7e0d [Notifications] Ensure run state update precedes end time update in run status (7389)
2187bff6a [Docs] Remove project save recommendation on setup (7403)
fae1e7367 [System test] Fix dask function name generation (7405)
221c608fa [CI] Data Flows Own `mlrun/serving/**` (7402)
df956d312 [Docs] Update MLRun CE readme file (7362)
b49a89ed8 [Tutorials] bump evidently 05-model-monitoring (7364)
ecd7485ce [Requirements-automated] Upgrade lock files (7392)
49f4c02af [Go] Bump requirements (7393)
888eacf08 [CI] Fix failures intermediate failures (7394)
395eb3a80 [System tests] Decouple dask system tests (7383)
78b7ad713 [Tests] fix TestRecordResults::test_inference_feature_set and TestInferenceWithSpecialChars::test_inference_feature_set (7386)
2ac863907 [Remote] Fix trigger nuclio version validation for `unstable` (7390)

Features / Enhancements
* **ModelMonitoring**: Support multiple workers for mm applications, 7385, alxtkr77
* **DB**: Remove test sqlite db and add it to gitignore, 7388, quaark
* **Images**: Bump python from 3.9.18 to 3.9.21 on mlrun/* images, 7387, liranbg
* **CI**: Codeowners file, 7382, quaark
* **Model Monitoring**: Replace latency with result status, 7384, davesh0812
* **Feature Store**: Define the function engine explicitly before deploying the ingestion_service, 7381, davesh0812
* **Dependabot-automated**: Bump google.golang.org/grpc from 1.70.0 to 1.71.0 in /server/go/services/log-collector, 7380, dependabot[bot]
* **Jupyter**: Cleanup cache and update tqdm, 7379, liranbg
* **Tests**: Re-enable pipeline retry test after pipelines version bump, 7373, adamdelman
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc40#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix the deletion of leftover mm resources when removing a model endpoint, 7287, Eyal-Danieli
* **Model Monitoring**: Fix `list_model_endpoint()` with `as_dict=true`, 7378, davesh0812
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc40#bug-fixes)


Pull requests:
5be12fb6a [ModelMonitoring] Support multiple workers for mm applications (7385)
e3f3b8306 [DB] Remove Test SQLite DB and Add it to GitIgnore (7388)
6fc2edd1f [Images] Bump python from 3.9.18 to 3.9.21 on mlrun/* images (7387)
25705b16e [CI] CODEOWNERS file (7382)
2d26837f0 [Model Monitoring] Replace latency with result status (7384)
4f89662c4 [Feature Store] Define the function engine explicitly before deploying the ingestion_service (7381)
d348065d5 [Dependabot-automated] Bump google.golang.org/grpc from 1.70.0 to 1.71.0 in /server/go/services/log-collector (7380)
aa6be22ea [Jupyter] Cleanup cache and update tqdm (7379)
64fa22942 [Model Monitoring] Fix the deletion of leftover mm resources when removing a model endpoint (7287)
b3d9c18d8 [Model Monitoring] Fix `list_model_endpoint()` with `as_dict=True` (7378)
f45b251ea [Tests] Re-enable pipeline retry test after pipelines version bump (7373)

Features / Enhancements
* **Model Monitoring**: Update model_endpoints table relations and remove function+artifactv2 indexes, 7341, davesh0812
* **Unknown**: Revert "[runs] enhancements to preemption handling", 7371, liranbg
* **Docs**: Add `install-docs-requirements` make target, 7368, quaark
* **KFP**: Adhere to naming convention when retrying a pipeline, 7342, adamdelman
* **Notifications**: Increase timestamp precision to prevent skipped notifications, 7355, yaelgen
* **System tests**: Register artifacts before running pipeline, 7369, alonmr
* **Model Monitoring**: Reuse the existing mm application `kafka topic` if it already exists, 7365, Eyal-Danieli
* **Model Monitoring**: Change `base_period_lookup_table` - interval mapping, 7367, royischoss
* **Deprecations**: Postpone deprecations to 1.9, 7363, alonmr
* **Docs**: Add instructions for formatting bulleted lists in docstrings and spaces at the end of lines in .md files, 7361, jillnogold
* **Requirements-automated**: Upgrade lock files, 7358, iguazio-cicd
* **Deprecations**: Remove undocumented deprecated code, 7348, alonmr
* **Alerts**: Adjust timing in sliding window alert system test, 7351, Yacouby
* **Requirements-automated**: Upgrade lock files, 7329, iguazio-cicd
* **Model Monitoring**: Create tdengine db if not exists each time we create the infra stables, 7349, Eyal-Danieli
* **Docs**: Update mlrun ce installation doc, 7335, GiladShapira94
* **Workflows**: Avoid sending client side completion notifications, 7343, Yacouby
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc39#features-and-enhancements)

Bug fixes
* **Tests**: Fix feature store tests, 7374, gtopper
* **System tests**: Minor artifacts and dask tests fixes, 7375, alonmr
* **Model Monitoring**: Fix avoid `get_model_endpoint` call from serving, 7350, royischoss
* **Spark**: Fix priority class in spark 3.5, 7366, gtopper
* **API**: Fix missing function status on list functions, 7353, alonmr
* **Model Monitoring**: Enrich each tdengine connection with the db prefix, 7352, Eyal-Danieli
* **Model Monitoring**: Fix model monitoring store prefixes ce, 7346, tomerm-iguazio
* **Runtimes**: Fix code duplication in build watch logic, 7344, Yacouby
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc39#bug-fixes)


Pull requests:
c4d1cedcb [Model Monitoring] Update model_endpoints table relations and remove function+artifactv2 indexes (7341)
2542e892c [Tests] Fix feature store tests (7374)
2b0b87736 [System tests] Minor artifacts and dask tests fixes (7375)
fbdfd11f2 Revert "[Runs] Enhancements to preemption handling" (7371)
0721a8cbb [Docs] Add `install-docs-requirements` make target (7368)
012a4d3a0 [KFP] Adhere to naming convention when retrying a pipeline (7342)
798d17637 [Notifications] Increase timestamp precision to prevent skipped notifications (7355)
0c20f6c9e [System tests] Register artifacts before running pipeline (7369)
807eee2f3 [Model Monitoring] Fix avoid `get_model_endpoint` call from serving (7350)
75ebaba33 [Model Monitoring] Reuse the existing MM application `kafka topic` if it already exists (7365)
8116e4989 [Model Monitoring] Change `BASE_PERIOD_LOOKUP_TABLE` - interval mapping (7367)
7697c770a [Deprecations] Postpone deprecations to 1.9 (7363)
36d5ba6b8 [Spark] Fix priority class in Spark 3.5 (7366)
89876509d [Docs] Add instructions for formatting bulleted lists in docstrings and spaces at the end of lines in .md files (7361)
24e9b16ed [API] Fix missing function status on list functions (7353)
8bed15657 [Requirements-automated] Upgrade lock files (7358)
7136a51f2 [Deprecations] Remove undocumented deprecated code (7348)
973a01010 [Alerts] Adjust timing in sliding window alert system test (7351)
cd0fafa44 [Model Monitoring] Enrich each TDEngine connection with the DB prefix (7352)
59ab86f8e [Model Monitoring] Fix model monitoring store prefixes CE (7346)
7cb8fdd90 [Requirements-automated] Upgrade lock files (7329)
df5904a75 [Model Monitoring] Create TDEngine DB if not exists each time we create the infra STABLES (7349)
191cb70a3 [Docs] Update mlrun ce installation doc (7335)
29cf90a43 [Runtimes] Fix code duplication in build watch logic (7344)
3d42be667 [Workflows] Avoid sending client side completion notifications (7343)

Features / Enhancements
* **Messaging**: Per thread sync session, 7345, alonmr
* **Model Monitoring**: Support datastore profiles in queuestep, 7301, alxtkr77
* **Featurestore**: Revert incorrect removal of ingest() deprecation, 7339, alxtkr77
* **Functions**: Add state column in db table, 7340, alonmr
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc38#features-and-enhancements)

Bug fixes
* **Model Monitoring Functions**: Improve `list_model_endpoint` performance & fix bug in `update_function`, 7347, davesh0812
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc38#bug-fixes)


Pull requests:
239429702 [Model Monitoring Functions] Improve `list_model_endpoint` performance & fix bug in `update_function` (7347)
2f5fceefc [Messaging] Per thread sync session (7345)
79644b99c [Model Monitoring] Support datastore profiles in QueueStep (7301)
5589c47c4 [Featurestore] Revert incorrect removal of ingest() deprecation (7339)
92ec54330 [Functions] Add state column in DB table (7340)

Features / Enhancements
* **Model Monitoring**: Remove deprecated constants and endpoints, 7318, jond01
* **Model Monitoring**: Drop the tdengine model monitoring database if it is empty, 7331, Eyal-Danieli
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc37#features-and-enhancements)

Bug fixes
* **Nuclio**: Fix python version enrichment and validation, 7336, TomerShor
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc37#bug-fixes)


Pull requests:
47544e1ae [Nuclio] Fix python version enrichment and validation (7336)
2a960d0b8 [Model Monitoring] Remove deprecated constants and endpoints (7318)
05010cbed [Model Monitoring] Drop the TDEngine model monitoring database if it is empty (7331)