def load_ret_data(vector_dir: str): """ Loads the sequences of return types from the disk :param vector_dir: :return: """ return load_data_tensors_TW(join(vector_dir, 'identifiers_ret_datapoints_x.npy')), \ load_data_tensors_TW(join(vector_dir, 'tokens_ret_datapoints_x.npy')), \ load_data_tensors_TW(join(vector_dir, 'comments_ret_datapoints_x.npy')), \ load_data_tensors_TW(join(vector_dir, 'ret__aval_types_dp.npy'))
def load_combined_test_data(): return torch.cat((load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'identifiers_param_test_datapoints_x.npy')), load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'identifiers_ret_test_datapoints_x.npy')))), \ torch.cat((load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'tokens_param_test_datapoints_x.npy')), load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'tokens_ret_test_datapoints_x.npy')))), \ torch.cat((load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'comments_param_test_datapoints_x.npy')), load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'comments_ret_test_datapoints_x.npy')))), \ torch.cat((load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'params_test_aval_types_dp.npy')), load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'ret_test_aval_types_dp.npy')))), \ torch.cat((load_label_tensors_TW(join(VECTOR_OUTPUT_TEST, 'params_test_datapoints_y.npy')), load_label_tensors_TW(join(VECTOR_OUTPUT_TEST, 'ret_test_datapoints_y.npy'))))
def load_ret_test_data(): return load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'identifiers_ret_test_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'tokens_ret_test_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'comments_ret_test_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TEST, 'ret_test_aval_types_dp.npy')), \ load_label_tensors_TW(join(VECTOR_OUTPUT_TEST, 'ret_test_datapoints_y.npy'))
def load_param_train_data(): return load_data_tensors_TW(join(VECTOR_OUTPUT_TRAIN, 'identifiers_param_train_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TRAIN, 'tokens_param_train_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TRAIN, 'comments_param_train_datapoints_x.npy')), \ load_data_tensors_TW(join(VECTOR_OUTPUT_TRAIN, 'params_train_aval_types_dp.npy')), \ load_label_tensors_TW(join(VECTOR_OUTPUT_TRAIN, 'params_train_datapoints_y.npy'))