def test_seed(self):
data = Data()
self.assertEqual(data.seed, "")
data.seed = 10
self.assertEqual(data.seed, 10)
data.seed = None
self.assertEqual(data.seed, "")
def test_save_load_exdir(self):
self.data = Data(logger_level="error", backend="exdir")
self.setup_mock_data(self.data)
folder = os.path.dirname(os.path.realpath(__file__))
compare_file = os.path.join(folder, "data/test_save_mock")
filename = os.path.join(self.output_test_dir, "test_save_mock")
self.data.save(filename)
new_data = Data(filename, backend="exdir")
for statistical_metric in self.statistical_metrics:
new_data["feature1d"][statistical_metric] = np.array([1., 2.])
new_data["TestingModel1d"][statistical_metric] = np.array([3., 4.])
new_data["feature1d"]["labels"] = ["xlabel", "ylabel"]
new_data["TestingModel1d"]["labels"] = ["xlabel", "ylabel"]
new_data.model_name = "TestingModel1d"
new_data.uncertain_parameters = ["a", "b"]
new_data.method = "mock"
new_data.seed = 10
new_data.incomplete = ["a", "b"]
new_data.error = ["feature1d"]
