Features / Enhancements
- GPU Images: Bump CUDA version, #1116, @Hedingber
- Docs: Use "mlrun" keyword for the magic annotations, #1087, @gilad-shaham
- Docs: Add secrets documentation, #1119, @theSaarco
- Runtimes: Support configuring default node selector, #1115, @Hedingber
- Sparkjob: Add validation for mandatory fields, #1111, @benbd86
- Projects: GET (read/list) from leader in follower mode instead of caching, #1110, @Hedingber
- Feature Store: Make verbose configurable, #1109, @yaronha
- Serving: Handle content-type header + add default_content_type attribute, #1108, @yaronha
- API: Add OPA client, #1076, @Hedingber
- Docs: Add note about real time ingestion, #1067, @katyakats
- Docs: Add note about running MLRun with Docker on WSL 2, #1102, @marcelonyc
- Artifacts: Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact(), #1092, @yaronha
- Jupyter Image: Add mlrun basics notebook, #1101, @Hedingber
- Nuclio: Allow creating function with ingresses automatically, #1098, @liranbg
- Feature Store: Add with_indexes param to feature vector ctor, #1085, @dinal
- Nuclio: Support internal external invocation urls, #1063, @liranbg
- Secrets: Add kubernetes secrets provider, #1079, @theSaarco
- UI: Features & enhancement
Bug fixes
- Feature Store: Fix misleading exception message, #1124, @urihoenig
- System Tests: Use semver-latest Provazio releases, #1122, @Hedingber
- Feature Store: The statistics tab presents 'entity' key empty row, #1117, @eyalsol
- Feature Store: Present entity key in the Preview tab, #1114, @eyalsol
- Feature Store: End-to-end demos & drop NaN labels, #1113, @urihoenig
- Feature Store: Fix DateExtractor graph step, #1107, @yaronha
- Feature Store: Better support for store uri in feature store & artifacts, #1104, @yaronha
- Feature Store: Overwrite specified path, #1086, @urihoenig
- Runtimes: Skip list/delete runtime resources in non k8s env, #1103, @Hedingber
- Schemas: Change
FunctionStateto regular string constants class to enable downgrading to 0.6.4, #1100, @Hedingber - Feature Store: Fix Ingest conversion for column with type object, #1097, @eyalsol
- Datastore: Fix as_df from http dataitem, #1094, @gtopper
- Feature Store: Add support for pandas 1.3.0, #1091, @katyakats
- Docs: Fix typos errors, #1081, @eyalsol
- Model Monitoring: Don't explode on missing fields in create_or_patch, #1082, @Michaelliv
- Feature Store: Handling schemas with timezone in datetime, #1083, @katyakats
- Feature Store: Set suffix for ParquetTarget in FeatureVector, #1077, @urihoenig
- UI: Bug fixes
Pull requests:
35f1585 [GPU Images] Bump CUDA version (#1116)
fa42c37 [Docs] Use "mlrun" keyword for the magic annotations (#1087)
1b6ab81 [Docs] Add secrets documentation (#1119)
3da0f13 [Feature Store] Fix misleading exception message (#1124)
4da5f46 [System Tests] Use semver-latest Provazio releases (#1122)
a326774 [Docs] Bump docker tag references to 0.6.5 (#1123)
7ae4a36 [Feature Store] The statistics tab presents 'entity' key empty row (#1117)
c72c99d [Feature Store] Present entity key in the Preview tab (#1114)
6c1cb02 [Projects] Disable projects sync when not using projects cache (#1121)
49eadac [Requirements] Bump storey to 0.6.13 (#1120)
6c1598e [Runtimes] Support configuring default node selector (#1115)
7a1f93e [Sparkjob] Add validation for mandatory fields (#1111)
eaf752c [Feature Store] End-to-end demos & drop NaN labels (#1113)
2cf04e5 [Feature Store] Revert "Present entity key in the Preview tab (#1106)" (#1112)
a566bd8 [Feature Store] Present entity key in the Preview tab (#1106)
d633717 [Projects] GET (read/list) from leader in follower mode instead of caching (#1110)
ffec067 [Feature Store] Make verbose configurable (#1109)
d4db7b3 [Serving] Handle content-type header + add default_content_type attribute (#1108)
652c464 [API] Add OPA client (#1076)
e60fbd4 [Feature Store] Fix DateExtractor graph step (#1107)
2270594 [Feature Store] Better support for store uri in feature store & artifacts (#1104)
9a6406f [Docs] Add note about real time ingestion (#1067)
dd1ffe4 [Feature Store] Overwrite specified path (#1086)
a5bf3ca [Runtimes] Skip list/delete runtime resources in non k8s env (#1103)
8c4409f [Docs] Add note about running MLRun with Docker on WSL 2 (#1102)
2d01ce8 [Artifacts] Visualize data/artifacts with DataItem.show() and return DataItems in run.artifact() (#1092)
b030632 [Jupyter Image] Add mlrun basics notebook (#1101)
6cf6b12 [Schemas] Change FunctionState to regular string constants class to enable downgrading to 0.6.4 (#1100)
c94a723 [Feature Store] Fix Ingest conversion for column with type object (#1097)
261d33a [Nuclio] Allow creating function with ingresses automatically (#1098)
317deb8 [Requirements] Bound aiobotocore to <=1.3.1 to prevent conflicts (#1099)
025a216 [Datastore] Fix as_df from http dataitem (#1094)
db37e7e [Feature Store] Add support for pandas 1.3.0 (#1091)
eeb655f [System Tests] Fix test_k8s_project_secrets_with_runtime (#1088)
2736b8f [Feature Store] Add with_indexes param to feature vector ctor (#1085)
7aab1d7 [Nuclio] Support internal external invocation urls (#1063)
41de707 [Secrets] Add kubernetes secrets provider (#1079)
82edb48 Fix typos errors (#1081)
47f2541 [Model Monitoring] Don't explode on missing fields in create_or_patch (#1082)
bd5de3d [Feature Store] Handling schemas with timezone in datetime (#1083)
8cd0bb5 [Feature Store] Set suffix for ParquetTarget in FeatureVector (#1077)