def test_modify_view_component(matrix_type, mapping_name):
    adata = ad.AnnData(
        np.zeros((10, 10)),
        **{mapping_name: dict(m=matrix_type(asarray(sparse.random(10, 10))))},
    )
    init_hash = joblib.hash(adata)

    subset = adata[:5, :][:, :5]
    assert subset.is_view
    m = getattr(subset, mapping_name)["m"]
    m[0, 0] = 100
    assert not subset.is_view
    assert getattr(subset, mapping_name)["m"][0, 0] == 100

    assert init_hash == joblib.hash(adata)
def test_validate_change_question_state_data_schema_version(self):
        expected_suggestion_dict = self.suggestion_dict

        suggestion = suggestion_registry.SuggestionAddQuestion(
            expected_suggestion_dict['suggestion_id'],
            expected_suggestion_dict['target_id'],
            expected_suggestion_dict['target_version_at_submission'],
            expected_suggestion_dict['status'], self.author_id,
            self.reviewer_id, expected_suggestion_dict['change'],
            expected_suggestion_dict['score_category'],
            expected_suggestion_dict['language_code'], False, self.fake_date)

        suggestion.validate()

        # We are not setting value in suggestion.change.question_dict
        # directly since pylint produces unsupported-assignment-operation
        # error. The detailed analysis for the same can be checked
        # in this issue: https://github.com/oppia/oppia/issues/7008.
        question_dict = suggestion.change.question_dict
        question_dict['question_state_data_schema_version'] = 0
        suggestion.change.question_dict = question_dict

        with self.assertRaisesRegex(
            utils.ValidationError,
            'Expected question state schema version to be %s, '
            'received 0' % feconf.CURRENT_STATE_SCHEMA_VERSION
        ):
            suggestion.validate()