data_check_message

Messages returned by a DataCheck, tagged by name.

Module Contents

Classes Summary

DataCheckError	DataCheckMessage subclass for errors returned by data checks.
DataCheckMessage	Base class for a message returned by a DataCheck, tagged by name.
DataCheckWarning	DataCheckMessage subclass for warnings returned by data checks.

Contents

class evalml.data_checks.data_check_message.DataCheckError(message, data_check_name, message_code=None, details=None)

DataCheckMessage subclass for errors returned by data checks.

Attributes

message_type

DataCheckMessageType.ERROR

Methods

to_dict

Return a dictionary form of the data check message.

to_dict(self)

Return a dictionary form of the data check message.

class evalml.data_checks.data_check_message.DataCheckMessage(message, data_check_name, message_code=None, details=None)

Base class for a message returned by a DataCheck, tagged by name.

Parameters

• message (str) – Message string.

• data_check_name (str) – Name of data check.

• message_code (DataCheckMessageCode) – Message code associated with message. Defaults to None.

• details (dict) – Additional useful information associated with the message. Defaults to None.

Attributes

message_type

None

Methods

to_dict

Return a dictionary form of the data check message.

to_dict(self)

Return a dictionary form of the data check message.

class evalml.data_checks.data_check_message.DataCheckWarning(message, data_check_name, message_code=None, details=None)

DataCheckMessage subclass for warnings returned by data checks.

Attributes

message_type

DataCheckMessageType.WARNING

Methods

to_dict

Return a dictionary form of the data check message.

to_dict(self)

Return a dictionary form of the data check message.

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