def test_check_dataframe_column_names_consistency():
err_msg = "Estimator does not have a feature_names_in_"
with raises(ValueError, match=err_msg):
check_dataframe_column_names_consistency("estimator_name", BaseBadClassifier())
check_dataframe_column_names_consistency("estimator_name", PartialFitChecksName())
lr = LogisticRegression()
check_dataframe_column_names_consistency(lr.__class__.__name__, lr)
lr.__doc__ = "Docstring that does not document the estimator's attributes"
err_msg = (
"Estimator LogisticRegression does not document its feature_names_in_ attribute"
)
with raises(ValueError, match=err_msg):
check_dataframe_column_names_consistency(lr.__class__.__name__, lr)
