MLflow 2.1.1 is a patch release containing the following bug fixes:
- [Scoring] Fix
mlflow.pyfunc.spark_udf()type casting error on model withColSpecinput schema
and makePyFuncModel.predictsupport dataframe with elements ofnumpy.ndarraytype (#7592 @WeichenXu123) - [Scoring] Make
mlflow.pyfunc.scoring_server.client.ScoringServerClientsupport input dataframe with elements
ofnumpy.ndarraytype (#7594 @WeichenXu123) - [Tracking] Ensure mlflow imports ML packages lazily (#7597, @harupy)