def test_load_from_library(self, mock_open, mock_load_model,
mock_base_processor):
self._setup_mock_load_model(mock_load_model)
self._setup_mock_load_processor(mock_base_processor)
# load default
data_labeler = UnstructuredDataLabeler.load_from_library("default")
self.assertDictEqual(data_labeler.label_mapping,
data_labeler_parameters["label_mapping"])
self.assertListEqual(data_labeler.labels,
["PAD", "UNKNOWN", "ADDRESS", "PERSON"])
self.assertIsInstance(data_labeler.preprocessor,
data_processing.BaseDataPreprocessor)
self.assertIsInstance(data_labeler.postprocessor,
data_processing.BaseDataPostprocessor)
def test_load_from_library(self, mock_open, mock_load_model,
mock_base_processor):
self._setup_mock_load_model(mock_load_model)
self._setup_mock_load_processor(mock_base_processor)
# load default
data_labeler = UnstructuredDataLabeler.load_from_library('default')
self.assertDictEqual(data_labeler.label_mapping,
data_labeler_parameters['label_mapping'])
self.assertListEqual(data_labeler.labels,
['PAD', 'UNKNOWN', 'ADDRESS', 'PERSON'])
self.assertIsInstance(data_labeler.preprocessor,
data_processing.BaseDataPreprocessor)
self.assertIsInstance(data_labeler.postprocessor,
data_processing.BaseDataPostprocessor)