data_check_action

Recommended action returned by a DataCheck.

Module Contents

Classes Summary

DataCheckAction

A recommended action returned by a DataCheck.

Contents

class evalml.data_checks.data_check_action.DataCheckAction(action_code, data_check_name, metadata=None)

A recommended action returned by a DataCheck.

Parameters

• action_code (str, DataCheckActionCode) – Action code associated with the action.

• data_check_name (str) – Name of data check.

• metadata (dict, optional) – Additional useful information associated with the action. Defaults to None.

Methods

convert_dict_to_action	Convert a dictionary into a DataCheckAction.
to_dict	Return a dictionary form of the data check action.

static convert_dict_to_action(action_dict)

Convert a dictionary into a DataCheckAction.

Parameters

action_dict – Dictionary to convert into action. Should have keys “code”, “data_check_name”, and “metadata”.

Raises

ValueError – If input dictionary does not have keys code and metadata and if the metadata dictionary does not have keys columns and rows.

Returns

DataCheckAction object from the input dictionary.

to_dict(self)

Return a dictionary form of the data check action.