Mlrun

Latest version: v1.6.2

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Page 3 of 90

1.7.0rc2

Not secure
Features / Enhancements
* **Project**: Support loading project from files with both `yaml` and `yml` extensions, 5171, TomerShor
* **K8s**: Support email-like usernames, 5172, liranbg
* **SQLAlchemy**: Recycle & ping connection prior using them, 5177, liranbg
* **Docs**: Update sources and targets, 5173, jillnogold
* **Serving**: Enable sending model inputs as dict by new operation infer_dict or predict_dict, 5107, davesh0812
* **API**: Bump uvicorn, 5167, liranbg
* **Docs**: Improve feature store documentation; sources and targets; partitioning, 5132, jillnogold
* **API**: Add force crd deletion after timeout, 5161, alonmr
* **Project**: Validate project labels upon creation/update, 5156, liranbg
* **Doc**: Update serving example, 5047, jillnogold
* **Project**: Increase nuclio project deletion verification timeout, 5152, TomerShor
* **Serving**: Implement context passing to function handler in async engine, 5142, gtopper
* **Requirements**: Raise storey and v3io versions to next minor, 5143, gtopper
* **Model Monitoring**: Enable model monitoring stream to processes event of model with string inputs, 5085, davesh0812
* **Docs**: Remove duplication from generated api docs, 5145, gtopper
* **Docs**: Update tutorials notebook 3 input cells names, 5147, aviaIguazio
* **SQLTarget**: Repair error message, 5141, george0st
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc2#features-and-enhancements)

Bug fixes
* **Projects**: Fix verification blocking call, 5162, liranbg
* **Project**: Fix project creation in foreground, 5157, liranbg
* **Datastore**: Fix v3io datastore - update to v3io-py api, 5089, tomerm-iguazio
* **Mode Monitoring**: Fix merge issues, 5151, davesh0812
* **Docs**: Add various fixes v1.6.0, 4733, jillnogold
* **Datatstore**: Fix artifact preview/download the from gui, 5146, alxtkr77
* **Serving**: Fix reference to nonexistent field, 5137, gtopper
* **Documentation**: Fix doc strings for several feature vector apis, 5138, alxtkr77
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc2#bug-fixes)


Pull requests:
523bdf37 [Project] Support loading project from files with both `yaml` and `yml` extensions (5171)
fc82a759 [K8s] Support email-like usernames (5172)
3a6fce5a [SQLAlchemy] Recycle & ping connection prior using them (5177)
a0824c67 [Docs] Update Sources and targets (5173)
7a8797d5 [Serving] Enable sending model inputs as dict by new operation infer_dict or predict_dict (5107)
17805762 [API] Bump uvicorn (5167)
90496fee [Docs] Improve feature store documentation; sources and targets; partitioning (5132)
2fe2c877 [API] Add force CRD deletion after timeout (5161)
8b80cb6c [Projects] Fix verification blocking call (5162)
224afa6f [Project] Validate project labels upon creation/update (5156)
effbdf00 [Project] Fix project creation in foreground (5157)
203e706b [Doc] Update serving example (5047)
b4519399 [Project] Increase nuclio project deletion verification timeout (5152)
354d196f [Datastore] Fix v3io datastore - update to v3io-py api (5089)
ab3771c4 [Mode Monitoring] Fix merge issues (5151)
f64ab01c [Serving] Implement context passing to function handler in async engine (5142)
30d89d22 [Requirements] Raise storey and v3io versions to next minor (5143)
8a0a8c64 [Model Monitoring] Enable model monitoring stream to processes event of model with string inputs (5085)
7f013106 [Docs] Add various fixes v1.6.0 (4733)
9ea215ff [Docs] Remove duplication from generated API docs (5145)
d68b3fef [Docs] Update tutorials notebook 3 input cells names (5147)
b36921d7 [Datatstore] Fix artifact preview/download the from GUI (5146)
3f90a0cc [SQLTarget] Repair error message (5141)
c67c84a0 [Serving] Fix reference to nonexistent field (5137)
06b54776 [Documentation] Fix doc strings for several feature vector APIs (5138)

1.7.0rc1

Not secure
Features / Enhancements
* **Projects**: Support email-like username, 5135, liranbg
* **Docs**: Bump sklearn and numpy in tutorials, 5128, daniels290813
* **Datastore**: Correct the passing of the secret to the profile reader, 5133, alxtkr77
* **Model Monitoring**: Improve the error messages in drift table creation, 5109, jond01
* **Docs**: Improve description of set_tracking, 5124, jillnogold
* **Automation**: Improve comments in yaml template, 5125, gtopper
* **serving**: Update api call of get_online_service, 5018, aviaIguazio
* **API**: Check background task state on project deletion wait, 5120, alonmr
* **Kafka**: Default `max_workers` to 1 instead of 4, 5111, gtopper
* **Project**: Ensure nuclio function pods are deleted, 5106, liranbg
* **DOCS**: Update batch infer and general model monitoring overview, 5091, Eyal-Danieli
* **Project**: Wait for project to be deleted in nuclio when deleting project, 5096, TomerShor
* **Utils**: Support asynchronous retry until successful, 5092, quaark
* **Dependencies**: Bump nuclio-jupyter to 0.9.16, 5086, rokatyy
* **Artifacts**: Add index artifact key and query tags with new session, 5090, TomerShor
* **SystemTest**: Ensure parquet file when creating dataframe, 5093, liranbg
* **Nuclio**: Move nuclio runtimes to runimtes.nuclio package, 5001, alonmr
* **API**: Run api uvicorn directly, 5015, liranbg
* **Linting**: Add pyupgrade, 4796, jond01
* **Serving**: Add init to `errorstep` class, 5062, davesh0812
* **Tests**: Use a unique name for the monitoring app sys test, 5067, jond01
* **AsyncHTTPClient**: Let it a be more traceable, 5059, liranbg
* **Grafana**: Set mlrun api datasource for `feature analysis` chart, 5065, Eyal-Danieli
* **API**: Do not enrich workflow schedule when given spec, 5069, alonmr
* **Model Monitoring**: Saving feature_stats as empty dict and not as null in the model_endpoint, 5068, davesh0812
* **Model Monitoring**: Enable explicit ack for v3io streams, 5071, gtopper
* **Datastore**: Clarify error messages when using spark to ingest unsupported sources, 5023, alxtkr77
* **Datastore**: `streamsource` max workers default should be 1, not 4, 5016, gtopper
* **ModelObj**: Refactor `to_dict()` implementation, 4702, alonmr
* **Logger**: Use orjson to dump log lines, 5014, liranbg
* **Version**: Bump development to 1.7.0, 5007, liranbg
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc1#features-and-enhancements)

Bug fixes
* **Tests**: Remove unique project name suffix, 5130, jond01
* **Project**: Fix project deletion failure due to project sync race condition, 5116, quaark
* **Documentation**: Fix doc strings for several feature set apis, 5121, alxtkr77
* **Artifacts**: Fix import artifact bug, 5115, tomerm-iguazio
* **Model Monitoring**: Fix server-side nuclio version resolution in explicit ack switch, 5105, gtopper
* **Datastore**: Fix nuclio deprecation warnings, 5112, gtopper
* **Projects**: Fix project deletion missing auth_info, 5103, liranbg
* **Datastore**: Fix gcs storage options handling, 5088, alxtkr77
* **Misc**: Fix some rebase issues from 4796, 5097, jond01
* **Feature Store**: Fix constructor following refactor of `to_dict()`, 5095, gtopper
* **Project**: Fix delete project not returning 412 when nuclio functions exist, 5072, quaark
* **FeatureStore**: Fix misleading deprecation messages, 5064, alxtkr77
* **Datastore**: Fix `parquettarget.write_dataframe()` and improve error, 5073, gtopper
* **Model Monitoring**: Fix monitoring jobs api query permissions, 5070, Eyal-Danieli
* **Artifacts**: Fix log dataset artifact with df, 5066, tomerm-iguazio
* **Datastore**: Fix previewing artifacts associated with datastore profile, 5045, alxtkr77
* **Model Monitoring**: Fix path filtering according to nuclio changes, 5058, davesh0812
* **Project**: Fix load project with artifacts test [1.6.x], 5054, TomerShor
* **Datastore**: Fix `valueerror` when parsing a timestamp string column with pandas 1, 5053, gtopper
* **Project**: Fix load project with artifacts test, 4999, TomerShor
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.7.0-rc1#bug-fixes)


Pull requests:
da957867 [Projects] Support email-like username (5135)
ec9cd17e [Docs] Bump sklearn and numpy in tutorials (5128)
e7570cf6 [Datastore] Correct the passing of the secret to the profile reader (5133)
195f726d [Model Monitoring] Improve the error messages in drift table creation (5109)
a411f299 [Docs] Improve description of set_tracking (5124)
750125ab [Tests] Remove unique project name suffix (5130)
8ad3874b [Automation] Improve comments in YAML template (5125)
6f86d5de [Project] Fix Project Deletion Failure due to Project Sync Race Condition (5116)
45a1cee7 [serving] update api call of get_online_service (5018)
e621cd28 [API] Check background task state on project deletion wait (5120)
c6aa00b7 [Documentation] Fix doc strings for several feature set APIs (5121)
5d92af0e [Artifacts] Fix import artifact bug (5115)
d5b0fc28 [Model Monitoring] Fix server-side nuclio version resolution in explicit ack switch (5105)
06775ded [Kafka] Default `max_workers` to 1 instead of 4 (5111)
46eec552 [Datastore] Fix nuclio deprecation warnings (5112)
aa046906 [Project] Ensure nuclio function pods are deleted (5106)
4808b787 [DOCS] Update Batch Infer and general model monitoring overview (5091)
080e8a62 [Projects] Fix project deletion missing auth_info (5103)
5139638d [Project] Wait for project to be deleted in Nuclio when deleting project (5096)
166a89b7 [Utils] Support Asynchronous Retry Until Successful (5092)
6e1bcaaf [Dependencies] Bump nuclio-jupyter to 0.9.16 (5086)
03f2acd1 [Artifacts] Add Index artifact key and query tags with new session (5090)
5d24e9b6 [Datastore] Fix GCS storage options handling (5088)
bc64c6ea [SystemTest] Ensure parquet file when creating dataframe (5093)
20985243 [Misc] Fix some rebase issues from 4796 (5097)
73646582 [Feature Store] Fix constructor following refactor of `to_dict()` (5095)
e0454faa [Nuclio] Move Nuclio runtimes to runimtes.nuclio package (5001)
e927c489 [API] Run API uvicorn directly (5015)
dd1a0f0d [Linting] Add pyupgrade (4796)
1f341b4b [Project] Fix DELETE Project not returning 412 when Nuclio Functions Exist (5072)
1e1f5172 [Serving] Add init to `ErrorStep` class (5062)
d9f1289a [Tests] Use a unique name for the monitoring app sys test (5067)
de598dc4 [AsyncHTTPClient] Let it a be more traceable (5059)
9303b359 [FeatureStore] Fix misleading deprecation messages (5064)
f1d4631b [Datastore] Fix `ParquetTarget.write_dataframe()` and improve error (5073)
522d23a7 [Grafana] Set MLRun API datasource for `Feature Analysis` chart (5065)
79ba90b7 [Model Monitoring] Fix monitoring jobs API query permissions (5070)
c3daa20d [API] Do not enrich workflow schedule when given spec (5069)
ea5d6ad3 [Model Monitoring] Saving feature_stats as empty dict and not as null in the model_endpoint (5068)
d407c53e [Model Monitoring] Enable explicit ack for V3IO streams (5071)
4c93fb98 [Artifacts] Fix log dataset artifact with df (5066)
687bc126 [Datastore] Fix previewing artifacts associated with datastore profile (5045)
376340de [Model Monitoring] Fix path filtering according to nuclio changes (5058)
f69a1603 [Datastore] Clarify error messages when using spark to ingest unsupported sources (5023)
e011edb8 [Datastore] `StreamSource` max workers default should be 1, not 4 (5016)
f3ffc416 [ModelObj] Refactor `to_dict()` implementation (4702)
867572e5 [Logger] Use orjson to dump log lines (5014)
b7f8d7f3 [Project] Fix load project with artifacts test [1.6.x] (5054)
d9789624 [Datastore] Fix `ValueError` when parsing a timestamp string column with pandas 1 (5053)
d4a27e5a [Project] Fix load project with artifacts test (4999)
db8d6dc2 [Version] Bump development to 1.7.0 (5007)

1.6.3rc6

Not secure
Features / Enhancements
* **Model Monitoring**: Raise error when deploying with set_tracking and old client [1.6.x], 5507, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc6#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc6#bug-fixes)


Pull requests:
c2e9737b [Model Monitoring] raise error when deploying with set_tracking and old client [1.6.x] (5507)

1.6.3rc5

Not secure
Features / Enhancements
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc5#features-and-enhancements)

Bug fixes
* **Auth**: Fix httpdb init from env [1.6.x], 5497, theSaarco
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc5#bug-fixes)


Pull requests:
d777f65d [Auth] Fix httpdb init from env [1.6.x] (5497)

1.6.3rc4

Not secure
Features / Enhancements
* **Dask**: Enhance extending env vars to avoid memory leak [1.6.x], 5486, liranbg
* **API**: Create logger handler once [1.6.x], 5485, liranbg
* **Auth**: Authenticate with oauth client-credentials grant [1.6.x], 5483, theSaarco
* **Project**: Don't sync functions if running workflows in remote [1.6.x], 5475, TomerShor
* **RemoteWorkflows**: Fail fast when remote runner is failing, 5469, liranbg
* **Datastore**: Rely on buffer instead of mmap [1.6.x], 5445, tomerm-iguazio
* **Model Monitoring**: Raise error when using mlrun default image with client_version<1.6.3 and set_tracking is on., 5440, davesh0812
* **Model Monitoring**: Delete pipelines `access_key` from serving_spec_env [1.6.x], 5425, davesh0812
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc4#features-and-enhancements)

Bug fixes
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc4#bug-fixes)


Pull requests:
dbb53dc1 [Dask] Enhance extending env vars to avoid memory leak [1.6.x] (5486)
4c7780f6 [API] Create logger handler once [1.6.x] (5485)
344e016a [Auth] Authenticate with OAuth client-credentials grant [1.6.x] (5483)
e9bb9e2e [Project] Don't sync functions if running workflows in remote [1.6.x] (5475)
c634bd8d [RemoteWorkflows] Fail fast when remote runner is failing (5469)
412dc916 [Datastore] Rely on buffer instead of mmap [1.6.x] (5445)
aba8e7cd [Model Monitoring] raise error when using mlrun default image with client_version<1.6.3 and set_tracking is on. (5440)
a931aae0 [Model Monitoring] Delete pipelines `access_key` from SERVING_SPEC_ENV [1.6.x] (5425)

1.6.3rc3

Not secure
Features / Enhancements
* **Requirements**: Tighten igz-mgmt to 0.1.0, 5397, moranbental
* **Requirements**: Tighten pydantic upperbound due to breakage upstream, 5391, gtopper
* **UI**: [Features & enhancement](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc3#features-and-enhancements)

Bug fixes
* **Model Monitoring**: Fix security issue - delete pipelines access key from serving env [1.6.x], 5412, davesh0812
* **Model Monitoring**: Fix test_record, test_batch_drift system test [1.6.x], 5395, davesh0812
* **UI**: [Bug fixes](https://github.com/mlrun/ui/releases/tag/v1.6.3-rc3#bug-fixes)


Pull requests:
f92c61e3 [Model Monitoring] Fix security issue - delete pipelines access key from serving env [1.6.x] (5412)
c47148d3 [Model Monitoring] fix test_record, test_batch_drift system test [1.6.x] (5395)
f54975a7 [Requirements] Tighten igz-mgmt to 0.1.0 (5397)
a95096ef [Requirements] Tighten pydantic upperbound due to breakage upstream (5391)

Page 3 of 90

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