def test_integrity_with_wrong_type(self) -> None:
# arrange
samples, schema = DataLoader.create_dummy_samples()
# noinspection PyTypeChecker
samples[0]['random_string'] = 123
# act
result = self.inspector.inspect_attributes(samples, schema)
# assert
self.assertEqual(0.5, result.attribute_integrity)
def test_integrity_without_provided_schema(self) -> None:
# arrange
samples, _ = DataLoader.create_dummy_samples()
# act
empty_schema = SchemaDefinition.empty()
result = self.inspector.inspect(samples, empty_schema)
# assert
self.assertEqual(1.0, result.attribute_integrity)
self.assertEqual(.0, result.attribute_specification)
self.assertEqual(.5, result.attribute_quality_index)