2d7d39e8178a454aa21f6de901c760a3a8151596,pliers/tests/extractors/test_image_extractors.py,,test_tensorflow_keras_inception_v3_extractor,#,57

Before Change

    results = ext.transform(imgs)
    df = merge_results(results, format="wide", extractor_names="multi")
    assert df.shape == (2, 19)
    assert df["TensorFlowKerasInceptionV3Extractor"].loc[
        0, "Granny_Smith"] == 0.9737075
    assert df["TensorFlowKerasInceptionV3Extractor"].loc[
        1, "Windsor_tie"] == 0.64234024
    assert 4.2 in df[("onset", np.nan)].values
    assert 1 in df[("duration", np.nan)].values

After Change

    df = merge_results(results, format="wide", extractor_names="multi")
    assert df.shape == (2, 19)
    true = 0.9737075
    pred = df["TensorFlowKerasInceptionV3Extractor"].loc[0, "Granny_Smith"]
    np.isclose(true, pred, 1e-05)
    true = 0.64234024
    pred = df["TensorFlowKerasInceptionV3Extractor"].loc[1, "Windsor_tie"]
    np.isclose(true, pred, 1e-05)
    assert 4.2 in df[("onset", np.nan)].values

Instances