We are happy to announce the availability of MLflow 2.1.1!
MLflow 2.1.1 is a patch release containing the following bug fixes:
- [Scoring] Fix
mlflow.pyfunc.spark_udf()type casting error on model with
ColSpecinput schema and make
PyFuncModel.predictsupport dataframe with elements of
numpy.ndarraytype (#7592 @WeichenXu123)
- [Scoring] Make
mlflow.pyfunc.scoring_server.client.ScoringServerClientsupport input dataframe with elements of
numpy.ndarraytype (#7594 @WeichenXu123)
- [Tracking] Ensure mlflow imports ML packages lazily (#7597, @harupy)
For a comprehensive list of changes, see the release change log, and check out the latest documentation on mlflow.org.