diff --git a/tods/tests/timeseries_processing/test_SubsequenceClustering.py b/tods/tests/timeseries_processing/test_SubsequenceClustering.py deleted file mode 100644 index 2443282..0000000 --- a/tods/tests/timeseries_processing/test_SubsequenceClustering.py +++ /dev/null @@ -1,98 +0,0 @@ -import unittest - -from d3m import container, utils -from d3m.metadata import base as metadata_base -from tods.timeseries_processing import SubsequenceClustering - - -class SubsequenceClusteringTest(unittest.TestCase): - def test_basic(self): - self.maxDiff = None - main = container.DataFrame({'a': [1., 2., 3.], 'b': [2., 3., 4.], 'c': [3., 4., 5.],}, - # columns=['a', 'b', 'c'], - generate_metadata=True) - - print(main) - - - self.assertEqual(utils.to_json_structure(main.metadata.to_internal_simple_structure()), [{ - 'selector': [], - 'metadata': { - # 'top_level': 'main', - 'schema': metadata_base.CONTAINER_SCHEMA_VERSION, - 'structural_type': 'd3m.container.pandas.DataFrame', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/Table'], - 'dimension': { - 'name': 'rows', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/TabularRow'], - 'length': 3, - }, - }, - }, { - 'selector': ['__ALL_ELEMENTS__'], - 'metadata': { - 'dimension': { - 'name': 'columns', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/TabularColumn'], - 'length': 3, - }, - }, - }, { - 'selector': ['__ALL_ELEMENTS__', 0], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'a'}, - }, { - 'selector': ['__ALL_ELEMENTS__', 1], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'b'}, - }, { - 'selector': ['__ALL_ELEMENTS__', 2], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'c'} - }]) - - - self.assertIsInstance(main, container.DataFrame) - - - hyperparams_class = SubsequenceClustering.SubsequenceClustering.metadata.get_hyperparams() - primitive = SubsequenceClustering.SubsequenceClustering(hyperparams=hyperparams_class.defaults()) - new_main = primitive.produce(inputs=main).value - print(new_main) - print(new_main.shape) - - - self.assertEqual(utils.to_json_structure(main.metadata.to_internal_simple_structure()), [{ - 'selector': [], - 'metadata': { - # 'top_level': 'main', - 'schema': metadata_base.CONTAINER_SCHEMA_VERSION, - 'structural_type': 'd3m.container.pandas.DataFrame', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/Table'], - 'dimension': { - 'name': 'rows', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/TabularRow'], - 'length': 3, - }, - }, - }, { - 'selector': ['__ALL_ELEMENTS__'], - 'metadata': { - 'dimension': { - 'name': 'columns', - 'semantic_types': ['https://metadata.datadrivendiscovery.org/types/TabularColumn'], - 'length': 3, - }, - }, - }, { - 'selector': ['__ALL_ELEMENTS__', 0], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'a'}, - }, { - 'selector': ['__ALL_ELEMENTS__', 1], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'b'}, - }, { - 'selector': ['__ALL_ELEMENTS__', 2], - 'metadata': {'structural_type': 'numpy.float64', 'name': 'c'} - }]) - - - -if __name__ == '__main__': - unittest.main()