woodwork.table_accessor.WoodworkTableAccessor.validate_logical_types#
- WoodworkTableAccessor.validate_logical_types(return_invalid_values=False)[source]#
Validates the dataframe based on the logical types. If a column’s dtype does not match its logical type’s required dtype, will raise a TypeValidationError even when return_invalid_indices is True.
- Parameters:
return_invalid_values (bool) – Whether or not to return invalid data values
- Returns:
If return_invalid_values is True, returns invalid data values.
- Return type:
DataFrame