Mlrun

Latest version: v1.7.2

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1.8.0rc25

Not secure
Features / Enhancements
* **Requirements-automated**: Upgrade lock files, 7125, iguazio-cicd
* **Golang**: Remedy vulnerabilities, 7122, liranbg
* **CI**: Run ci against python 3.11, 7101, liranbg
* **Alert activations**: Get single alert activation api, 7112, rokatyy
* **Datastore**: Handle mlclientctx artifact cache miss, 7099, alxtkr77
* **Vectordb**: Use native mongodb 'delete' instead of langchain, 7096, alxtkr77
* **Vecotrdb**: Store documentloaderspec.download_object persistently, 7095, alxtkr77
* **Alerts**: Exclude updated field from alerts response for old client, 7090, Yacouby
* **Alerts**: Add support for future schema fields, 7091, Yacouby
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc25#features-and-enhancements)

Bug fixes
* **ML-9082**: Add debug prints to alembic rev fetching, 7114, adamdelman
* **Model Monitoring**: Fix kafka stream sharding_func, 7116, royischoss
* **Helper**: Fix ui links, 7104, rokatyy
* **Vectordb**: Add 'document' prefix to the v3io store defaults, 7106, alxtkr77
* **Model Monitoring**: Fix the system tests for app evaluate, 7087, jond01
* **Model Monitoring**: Fix test_get_model_endpoint_metrics test to run under pod, 7094, tomerm-iguazio
* **ML-8993**: Enable mounting project secrets without uppercase conversion or prefix, 7097, yaelgen
* **Model Monitoring**: Fix test_batch_drift, 7093, royischoss
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc25#bug-fixes)


Pull requests:
71de34eae [Requirements-automated] Upgrade lock files (7125)
ecd2246aa [Golang] Remedy vulnerabilities (7122)
c4f7a8d43 [CI] Run CI against python 3.11 (7101)
0b9779ab2 [ML-9082] Add debug prints to alembic rev fetching (7114)
9ae4660a4 [Model Monitoring] Fix kafka stream sharding_func (7116)
b4fc83d3e [Alert activations] Get single alert activation API (7112)
0ce2d9a31 [Helper] Fix UI links (7104)
fb1a60967 [Dependabot-automated] Bump k8s.io/client-go from 0.32.0 to 0.32.1 in /server/go/services/log-collector (7111)
271f1bd6d [Vectordb] Add 'document' prefix to the v3io store defaults (7106)
b714675ab [Datastore] Handle MLClientCtx artifact cache miss (7099)
a602177fd [Vectordb] Use native mongodb 'delete' instead of langchain (7096)
51ab15cd4 [Vecotrdb] Store DocumentLoaderSpec.download_object persistently (7095)
5b9414caf [Model Monitoring] Fix the system tests for app evaluate (7087)
7da07fd92 [Model Monitoring] Fix test_get_model_endpoint_metrics test to run under pod (7094)
5727c754f [ML-8993] Enable Mounting Project Secrets Without Uppercase Conversion or Prefix (7097)
c74e1eba9 [Model Monitoring] Fix test_batch_drift (7093)
2915d60d1 [Alerts] Exclude updated field from alerts response for old client (7090)
28c27029d [Alerts] Add support for future schema fields (7091)

Failed parsing:
fb1a60967 {dependabot[bot]} [Dependabot-automated] Bump k8s.io/client-go from 0.32.0 to 0.32.1 in /server/go/services/log-collector (7111)

1.8.0rc24

Not secure

1.8.0rc22

Not secure
What's Changed
* [Pagination] Validate the Maximum Allowed Range for page and page_size by moranbental in https://github.com/mlrun/mlrun/pull/7058
* [Notifications] Add refresh_smtp_configuration to RunDBInterface by roei3000b in https://github.com/mlrun/mlrun/pull/7064
* [Notifications] Add mail notifications docs by roei3000b in https://github.com/mlrun/mlrun/pull/7063
* [Alerts] Fix test_job_failure_alert_sliding_window by rokatyy in https://github.com/mlrun/mlrun/pull/7051
* [Config] Ensure Correct Ordering of Environment Variables by moranbental in https://github.com/mlrun/mlrun/pull/7065
* [Jupyter] Correct docs image in dockerfile by daniels290813 in https://github.com/mlrun/mlrun/pull/7054
* [Microservices] Move pagination to framework by liranbg in https://github.com/mlrun/mlrun/pull/7066
* [Serving] Raise error if there are no routes by davesh0812 in https://github.com/mlrun/mlrun/pull/7068
* [Serving] Limit the number of models to 5K per Router by davesh0812 in https://github.com/mlrun/mlrun/pull/7062
* [Datastore] Add TDEngine datastore profile by jond01 in https://github.com/mlrun/mlrun/pull/7061
* [Model Monitoring] Support Kafka source datastore profile by jond01 in https://github.com/mlrun/mlrun/pull/7042
* [Tests] Fix TestInferenceWithSpecialChars::test_inference_feature_set & TestRecordResults::test_inference_feature_set by davesh0812 in https://github.com/mlrun/mlrun/pull/7060
* [Datastore] Fix Kafka source SASL configuration by TomerShor in https://github.com/mlrun/mlrun/pull/7067
* [Tests] Fix sleep interval by rokatyy in https://github.com/mlrun/mlrun/pull/7069
* [Model Monitoring] Controller stream, chief worker implementation by royischoss in https://github.com/mlrun/mlrun/pull/7045
* [KFP] Delete pipeline runs and experiments concurrently by adamdelman in https://github.com/mlrun/mlrun/pull/7072
* [Datastore] Fix vectordb tests and default params in log_document() and move the `collections` metadata for document artifacts to the status by alxtkr77 in https://github.com/mlrun/mlrun/pull/7007
* [Tests] Fix TestMonitoredServings.test_tracking by davesh0812 in https://github.com/mlrun/mlrun/pull/7073
* [ModelMonitoring] Delete `endpoint_type` & `creation_strategy` from the serving spec and convert the endpoint type to integer by davesh0812 in https://github.com/mlrun/mlrun/pull/7071
* [Datastore] Add pinecone special case by alxtkr77 in https://github.com/mlrun/mlrun/pull/7076
* [Model Monitoring] Support TDEngine datastore profile by jond01 in https://github.com/mlrun/mlrun/pull/7075
* [Model Monitoring] Fix get labels by tomerm-iguazio in https://github.com/mlrun/mlrun/pull/7074


**Full Changelog**: https://github.com/mlrun/mlrun/compare/v1.8.0-rc21...v1.8.0-rc22

1.8.0rc21

Not secure
Features / Enhancements
* **Alembic**: Undo verbose logging, 7059, liranbg
* **CI**: Ensure running against latest pr commit only, 7056, liranbg
* **Alerts**: Improvements to increase stability and performance, 7048, rokatyy
* **Requirements-automated**: Upgrade lock files, 7052, iguazio-cicd
* **Notifications**: Return always background task on push-notifications of pipeline, 7050, roei3000b
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc21#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix default `sampling_percentage` on serving deployment when monitoring is disabled, 7053, Eyal-Danieli
* **Framework**: Fix proxying duplicate query params, 7049, TomerShor
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc21#bug-fixes)


Pull requests:
b2650d3be [Alembic] Undo Verbose Logging (7059)
8c3ca0d09 [CI] Ensure running against latest pr commit only (7056)
e6c17383f [Model Monitoring] Fix default `sampling_percentage` on serving deployment when monitoring is disabled (7053)
c51dd1a6e [Alerts] Improvements to increase stability and performance (7048)
a6b908101 [Requirements-automated] Upgrade lock files (7052)
e85e75003 [Framework] Fix proxying duplicate query params (7049)
dd59dde54 [Notifications] Return always background task on push-notifications of pipeline (7050)

1.8.0rc20

Not secure
Features / Enhancements
* **Model Monitoring**: Zip the serving spec and encode it to base64, 7047, davesh0812
* **Model Monitoring**: Add percentage based stream sampling to serving function, 7011, Eyal-Danieli
* **Notifications**: Pushing kfp notifications from be, 7043, roei3000b
* **DB**: Handling "out of range" error when committing values exceeding column limits, 7046, moranbental
* **Alerts**: Optimize cache and db calls, 7030, TomerShor
* **Artifacts**: Log custom object artifacts to database in model handler, 7040, yaelgen
* **Artifacts**: Ensure each artifact has the "latest" tag after migration, 6994, moranbental
* **Model Monitoring**: Limit archived models to 5 and retrieve all meps from v3io-tsdb if the count exceeds 200., 7041, davesh0812
* **Artifacts**: Retrieve artifacts with "none" tag when listing artifacts for producer id, 7044, moranbental
* **Makefile**: Loosen dev requirements, 7037, liranbg
* **Automation**: Enhance patch_igz script, 7031, liranbg
* **DB Migrations**: Reorder migrations to allow back ports, 7028, quaark
* **Pipelines**: Creating push notifications endpoint, 7033, roei3000b
* **Demos**: Increase monitoring function readiness timeout to 20 minutes, 7034, EdmondIguazio
* **Alembic**: Temporary verbose logging, 7036, quaark
* **SDK**: Ensure evaluated runtime is returned as dictionary, 7035, liranbg
* **System id**: Support syncing the system id in worker flow, 7016, Yacouby
* **API**: Ensure getting correct clusterization spec, 7029, liranbg
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc20#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.8.0-rc20#bug-fixes)


Pull requests:
91ab2fb64 [Model Monitoring] Zip the serving spec and encode it to base64 (7047)
7d2eaaae8 [Model Monitoring] Add percentage based stream sampling to serving function (7011)
ed711bc67 [Notifications] Pushing KFP notifications from BE (7043)
b8118019b [DB] Handling "Out of Range" Error When Committing Values Exceeding Column Limits (7046)
ea0da7ce1 [Alerts] Optimize cache and db calls (7030)
43ab0a7f6 [Artifacts] Log custom object artifacts to database in model handler (7040)
2e17f7855 [Artifacts] Ensure Each Artifact Has the "Latest" Tag After Migration (6994)
d15f575ad [Model Monitoring] Limit archived models to 5 and retrieve all MEPs from v3io-tsdb if the count exceeds 200. (7041)
5279c2366 [Artifacts] Retrieve Artifacts with "None" Tag When Listing Artifacts for Producer ID (7044)
dba952797 [Makefile] Loosen dev requirements (7037)
ad93fe010 [Automation] Enhance patch_igz script (7031)
30dc8d7d3 [DB Migrations] Reorder Migrations To Allow Back Ports (7028)
e4291163a [Pipelines] Creating push notifications endpoint (7033)
3d781447c [Demos] Increase monitoring function readiness timeout to 20 minutes (7034)
1a057096d [Alembic] Temporary Verbose Logging (7036)
3bf12075b [SDK] Ensure evaluated runtime is returned as dictionary (7035)
5b780b756 [System id] Support syncing the system id in worker flow (7016)
412d7704a [API] Ensure getting correct clusterization spec (7029)

1.8.0rc19

Not secure
What's Changed
* [Requirements-automated] Upgrade lock files by iguazio-cicd in https://github.com/mlrun/mlrun/pull/7018
* [Pipelines] Move get_workflow_steps to helpers by roei3000b in https://github.com/mlrun/mlrun/pull/7021
* [CI] Fix system tests by liranbg in https://github.com/mlrun/mlrun/pull/7019
* [Notifications] Defensive override body parsing by liranbg in https://github.com/mlrun/mlrun/pull/7022
* [Model Monitoring] Add get metrics/results by multiple MEPs API by tomerm-iguazio in https://github.com/mlrun/mlrun/pull/6916
* [Model Monitoring] Fix last request parsing (tdengine) by assaf758 in https://github.com/mlrun/mlrun/pull/7024
* [Project Summaries] Improve Artifacts Count Query by quaark in https://github.com/mlrun/mlrun/pull/7002
* [KFP] Ensure client-spec returns correct kfp image by liranbg in https://github.com/mlrun/mlrun/pull/7026
* [Model Monitoring] Improve performance in create_model_monitoring_alert_configs by tomerm-iguazio in https://github.com/mlrun/mlrun/pull/7014

New Contributors
* iguazio-cicd made their first contribution in https://github.com/mlrun/mlrun/pull/7018

**Full Changelog**: https://github.com/mlrun/mlrun/compare/v1.8.0-rc18...v1.8.0-rc19

Page 5 of 111

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