Source code for evalml.data_checks.data_check_message

from .data_check_message_type import DataCheckMessageType


[docs]class DataCheckMessage: """Base class for all DataCheckMessages.""" message_type = None
[docs] def __init__(self, message, data_check_name): """ Message returned by a DataCheck, tagged by name." Arguments: message (str): Message string data_check_name (str): Name of data check """ self.message = message self.data_check_name = data_check_name
[docs] def __str__(self): """String representation of data check message, equivalent to self.message attribute.""" return self.message
[docs] def __eq__(self, other): """Checks for equality. Two DataCheckMessage objs are considered equivalent if their message type and message are equivalent.""" return (self.message_type == other.message_type and self.message == other.message and self.data_check_name == other.data_check_name)
[docs]class DataCheckError(DataCheckMessage): """DataCheckMessage subclass for errors returned by data checks.""" message_type = DataCheckMessageType.ERROR
[docs]class DataCheckWarning(DataCheckMessage): """DataCheckMessage subclass for warnings returned by data checks.""" message_type = DataCheckMessageType.WARNING