LineaLabs / lineapy

Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.

https://lineapy.org

Apache License 2.0

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LIN-672 lineapy.save for mlflow #828

Closed mingjerli closed 1 year ago

mingjerli commented 1 year ago

Description

Enable mlfow as a storage backend for ML models as artifacts.

Fixes # (issue)

LIN-672, LIN-670, LIN-668

Type of change

[x] New feature (non-breaking change which adds functionality)
[x] This change requires a documentation update

How Has This Been Tested?

Modify existing tests(for configuration) to cover mlflow config items and add new tests.
Tests required mlflow installation are tested locally, and skipped with pytest.importorskip in CI