MLflow 0.5.1 is a patch release on top of 0.5.0 containing only bug fixes and no breaking changes or features.
Bug fixes:
- Fix
with mlflow.start_run() as runto actually setrunto the created Run (previously, it was None) (#322, @tomasatdatabricks) - Fixes to DBFS artifactory to throw an exception if logging an artifact fails (#309) and to mimic FileStore's behavior of logging subdirectories (#347, @andrewmchen)
- Fix for Python 3.7 support with tarfiles (#329, @tomasatdatabricks)
- Fix spark.load_model not to delete the DFS tempdir (#335, @aarondav)
- MLflow UI now appropriately shows entrypoint if it's not main (#345, @aarondav)
- Make Python API forward-compatible with newer server versions of protos (#348, @aarondav)
- Improved API docs (#305, #284, @smurching)