def test_filter_by_space(space_fixture, scored_hyperparameters, expected):
    assert filter_by_space(scored_hyperparameters, space_fixture) == expected
 def _filter_by_space(self):
     """Remove any elements of :attr:`hyperparameters_and_scores` whose values are declared in
     :attr:`space`, but do not fit within the space constraints"""
     self.hyperparameters_and_scores = filter_by_space(
         self.hyperparameters_and_scores, self.space)