def test_get_hyperparameter_search_space(self): cs = SimpleRegressionPipeline().get_hyperparameter_search_space() self.assertIsInstance(cs, ConfigurationSpace) conditions = cs.get_conditions() hyperparameters = cs.get_hyperparameters() forbiddens = cs.get_forbiddens() self.assertEqual(156, len(hyperparameters)) self.assertEqual(len(hyperparameters) - 3, len(conditions)) self.assertEqual(len(forbiddens), 35)