matminer.datasets.tests package

Submodules

matminer.datasets.tests.base module

class matminer.datasets.tests.base.DatasetTest(methodName='runTest')

Bases: unittest.case.TestCase

setUp()

Hook method for setting up the test fixture before exercising it.

matminer.datasets.tests.test_convenience_loaders module

matminer.datasets.tests.test_dataset_retrieval module

class matminer.datasets.tests.test_dataset_retrieval.DataRetrievalTest(methodName='runTest')

Bases: matminer.datasets.tests.base.DatasetTest

test_get_all_dataset_info()
test_get_dataset_attribute()
test_get_dataset_citations()
test_get_dataset_column_descriptions()
test_get_dataset_columns()
test_get_dataset_description()
test_get_dataset_num_entries()
test_get_dataset_reference()
test_load_dataset()
test_print_available_datasets()

matminer.datasets.tests.test_datasets module

class matminer.datasets.tests.test_datasets.DataSetsTest(methodName='runTest')

Bases: matminer.datasets.tests.base.DatasetTest

universal_dataset_check(dataset_name, object_headers=None, numeric_headers=None, bool_headers=None, test_func=None)
class matminer.datasets.tests.test_datasets.MatbenchDatasetsTest(methodName='runTest')

Bases: matminer.datasets.tests.test_datasets.DataSetsTest

Matbench datasets are tested here.

test_matbench_v0_1()
class matminer.datasets.tests.test_datasets.MatminerDatasetsTest(methodName='runTest')

Bases: matminer.datasets.tests.test_datasets.DataSetsTest

All datasets hosted with matminer are tested here, excluding matbench datasets.

test_boltztrap_mp()
test_brgoch_superhard_training()
test_castelli_perovskites()
test_citrine_thermal_conductivity()
test_dielectric_constant()
test_double_perovskites_gap()
test_double_perovskites_gap_lumo()
test_elastic_tensor_2015()
test_expt_formation_enthalpy()
test_expt_formation_enthalpy_kingsbury()
test_expt_gap()
test_expt_gap_kingsbury()
test_flla()
test_glass_binary()
test_glass_binary_v2()
test_glass_ternary_hipt()
test_glass_ternary_landolt()
test_heusler_magnetic()
test_jarvis_dft_2d()
test_jarvis_dft_3d()
test_jarvis_ml_dft_training()
test_m2ax()
test_mp_all_20181018()
test_mp_nostruct_20181018()
test_phonon_dielectric_mp()
test_piezoelectric_tensor()
test_ricci_boltztrap_mp_tabular()
test_steel_strength()
test_wolverton_oxides()

matminer.datasets.tests.test_utils module

class matminer.datasets.tests.test_utils.UtilsTest(methodName='runTest')

Bases: matminer.datasets.tests.base.DatasetTest

test_fetch_external_dataset()
test_get_data_home()
test_get_file_sha256_hash()
test_load_dataset_dict()
test_read_dataframe_from_file()
test_validate_dataset()

Module contents