diff options
Diffstat (limited to 'src/python/test/test_sklearn_post_processing.py')
-rw-r--r-- | src/python/test/test_sklearn_post_processing.py | 41 |
1 files changed, 18 insertions, 23 deletions
diff --git a/src/python/test/test_sklearn_post_processing.py b/src/python/test/test_sklearn_post_processing.py index 3a251d34..60bf8162 100644 --- a/src/python/test/test_sklearn_post_processing.py +++ b/src/python/test/test_sklearn_post_processing.py @@ -16,33 +16,28 @@ __author__ = "Vincent Rouvreau" __copyright__ = "Copyright (C) 2021 Inria" __license__ = "MIT" -H0_0 = np.array([0., 0.]) -H1_0 = np.array([1., 0.]) -H0_1 = np.array([0., 1.]) -H1_1 = np.array([1., 1.]) -H0_2 = np.array([0., 2.]) -H1_2 = np.array([1., 2.]) +H0_0 = np.array([0.0, 0.0]) +H1_0 = np.array([1.0, 0.0]) +H0_1 = np.array([0.0, 1.0]) +H1_1 = np.array([1.0, 1.0]) +H0_2 = np.array([0.0, 2.0]) +H1_2 = np.array([1.0, 2.0]) + def test_dimension_selector(): X = [[H0_0, H1_0], [H0_1, H1_1], [H0_2, H1_2]] - ds = DimensionSelector(persistence_dimension = 0, n_jobs=-2) + ds = DimensionSelector(persistence_dimension=0, n_jobs=-2) h0 = ds.fit_transform(X) - np.testing.assert_array_equal(h0[0], - H0_0) - np.testing.assert_array_equal(h0[1], - H0_1) - np.testing.assert_array_equal(h0[2], - H0_2) - - ds = DimensionSelector(persistence_dimension = 1, n_jobs=-1) + np.testing.assert_array_equal(h0[0], H0_0) + np.testing.assert_array_equal(h0[1], H0_1) + np.testing.assert_array_equal(h0[2], H0_2) + + ds = DimensionSelector(persistence_dimension=1, n_jobs=-1) h1 = ds.fit_transform(X) - np.testing.assert_array_equal(h1[0], - H1_0) - np.testing.assert_array_equal(h1[1], - H1_1) - np.testing.assert_array_equal(h1[2], - H1_2) - - ds = DimensionSelector(persistence_dimension = 2, n_jobs=-2) + np.testing.assert_array_equal(h1[0], H1_0) + np.testing.assert_array_equal(h1[1], H1_1) + np.testing.assert_array_equal(h1[2], H1_2) + + ds = DimensionSelector(persistence_dimension=2, n_jobs=-2) with pytest.raises(IndexError): h2 = ds.fit_transform([[H0_0, H1_0], [H0_1, H1_1], [H0_2, H1_2]]) |