feat: Add MLflow as a first-class offline DataSource for Feast - #6702
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Vperiodt wants to merge 1 commit into
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feat: Add MLflow as a first-class offline DataSource for Feast#6702Vperiodt wants to merge 1 commit into
Vperiodt wants to merge 1 commit into
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Signed-off-by: Vanshika Vanshika <vvanshik@redhat.com> rh-pre-commit.version: 2.3.2 rh-pre-commit.check-secrets: ENABLED
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Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## master #6702 +/- ##
==========================================
- Coverage 46.77% 46.70% -0.07%
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Files 414 419 +5
Lines 50191 50949 +758
Branches 7181 7313 +132
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+ Hits 23475 23798 +323
- Misses 25077 25470 +393
- Partials 1639 1681 +42
... and 3 files with indirect coverage changes Continue to review full report in Codecov by Harness.
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What this PR does / why we need it:
Adds
MlflowDatasetSourceso Feast can read tabular MLflow data for offline retrieval viaget_historical_features()andcreate_saved_dataset().dataset_name/dataset_id) and artifact (run_id+artifact_path, Parquet/CSV)to_arrow()fallback for other storessync-dataset,preview-dataset,validate-source,list-sourcesmlflowis not installed; non-MLflow FeatureViews unaffectedWhich issue(s) this PR fixes:
Checks
git commit -s)Testing Strategy
Misc