f4c493d845d836bdd53cc37887d6deb48343b748,deepchem/transformers/tests/test_transformers.py,TestTransformerAPI,test_y_log_transformer,#TestTransformerAPI#,24

Before Change

    solubility_dataset = self.load_solubility_data()
    log_transformer = LogTransformer(
        transform_y=True, dataset=solubility_dataset)
    X, y, w, ids = solubility_dataset.to_numpy()
    log_transformer.transform(solubility_dataset)
    X_t, y_t, w_t, ids_t = solubility_dataset.to_numpy()
    
    // Check ids are unchanged.
    for id_elt, id_t_elt in zip(ids, ids_t):
      assert id_elt == id_t_elt

After Change

    solubility_dataset = self.load_solubility_data()
    log_transformer = LogTransformer(
        transform_y=True, dataset=solubility_dataset)
    X, y, w, ids = (solubility_dataset.X, solubility_dataset.y, solubility_dataset.w, solubility_dataset.ids)
    log_transformer.transform(solubility_dataset)
    X_t, y_t, w_t, ids_t = (solubility_dataset.X, solubility_dataset.y, solubility_dataset.w, solubility_dataset.ids)
    
    // Check ids are unchanged.
    for id_elt, id_t_elt in zip(ids, ids_t):
      assert id_elt == id_t_elt

Instances