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MLineage has no command-line interface yet. The most useful first command is mlineage history <model> — show the version history of a tracked model from the terminal.
Task
Using argparse or click, implement:
$ mlineage history fraud-detector --storage ./lineage-store
[2024-01-15 10:23] a1b2c3d4 accuracy=0.921 f1=0.887 "Initial model trained on January data"
[2024-02-12 09:41] e5f6g7h8 accuracy=0.934 f1=0.901 "February update"
[2024-03-10 11:05] i9j0k1l2 accuracy=0.891 f1=0.854 "March update (data quality issue)"
Context
MLineage has no command-line interface yet. The most useful first command is
mlineage history <model>— show the version history of a tracked model from the terminal.Task
Using
argparseorclick, implement:Notes
pyproject.tomlunder[project.scripts]mlineage blame <model> --metric accuracyis a natural follow-up