1.7.1

1.7.1

Bug Fixes

• Registry: Null value is now allowed in the dataframe used in model signature inference. Null values will be ignored
  and others will be used to infer the signature.
• Registry: Pandas Extension DTypes (pandas.StringDType(), pandas.BooleanDType(), etc.) are now supported in model
  signature inference.
• Registry: Null value is now allowed in the dataframe used to predict.
• Data: Fix missing snowflake.ml.data.* module exports in wheel
• Dataset: Fix missing snowflake.ml.dataset.* module exports in wheel.
• Registry: Fix the issue that tf_keras.Model is not recognized as keras model when logging.

Behavior Changes

New Features

• Registry: Option to enable_monitoring set to False by default. This will gate access to preview features of Model Monitoring.
• Model Monitoring: show_model_monitors Registry method. This feature is still in Private Preview.
• Registry: Support pd.Series in input and output data.
• Model Monitoring: add_monitor Registry method. This feature is still in Private Preview.
• Model Monitoring: resume and suspend ModelMonitor. This feature is still in Private Preview.
• Model Monitoring: get_monitor Registry method. This feature is still in Private Preview.
• Model Monitoring: delete_monitor Registry method. This feature is still in Private Preview.