v0.43.0 Jan. 25, 2022

Updated new NullDataCheck to return a warning and suggest an action to impute columns with null values #3197
Updated make_pipeline_from_actions to handle null column imputation #3237
Updated data check actions API to return options instead of actions and add functionality to suggest and take action on columns with null values #3182

Fixed categorical data leaking into non-categorical sub-pipelines in DefaultAlgorithm #3209
Fixed Python 3.9 installation for prophet by updating pmdarima version in requirements #3268
Allowed DateTime columns to pass through PerColumnImputer without breaking #3267

Updated DataCheck validate() output to return a dictionary instead of list for actions #3142
Updated DataCheck validate() API to use the new DataCheckActionOption class instead of DataCheckAction #3152
Uncapped numba version and removed it from requirements #3263
Renamed HighlyNullDataCheck to NullDataCheck #3197
Updated data check validate() output to return a list of warnings and errors instead of a dictionary #3244
Capped pandas at < 1.4.0 #3274

Bumped minimum IPython version to 7.16.3 in test-requirements.txt based on dependabot feedback #3269

Breaking Changes

Renamed HighlyNullDataCheck to NullDataCheck #3197
Updated data check validate() output to return a list of warnings and errors instead of a dictionary. See the Data Check or Data Check Actions pages (under User Guide) for examples. #3244
Removed impute_all and default_impute_strategy parameters from the PerColumnImputer #3267
Updated PerColumnImputer such that columns not specified in impute_strategies dict will not be imputed anymore #3267