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How to use test_check_groups method in pandera

Best Python code snippet using pandera_python

test_purity.py

Source:test_purity.py

...93        self.test_obj.check_groups = mock.Mock(return_value=69)94        self.test_obj.check_relations(g_df, relations)95        self.test_obj.check_groups.assert_called_with(g_df, 'text_id',96                [1, 2, 3])97    def test_check_groups(self):98        g_df = tu.sample_group_df()99        g_df.columns = ['text_id']100        self.test_obj.check_group = mock.Mock()101        self.test_obj.check_group.side_effect = [77, 88]102        result = self.test_obj.check_groups(g_df, 'text_id', [1, 2])103        self.assertTrue(self.test_obj.check_group.call_count == 2)104        self.assertTrue(result == 165)105    def test_check_group(self):106        g_df = tu.sample_df(10)107        g_df['label'] = [1, 1, 1, 1, 0, 1, 0, 1, 0, 1]108        result = self.test_obj.check_group(g_df)109        self.assertTrue(np.array_equal(np.isclose([result], [3.0]), [True]))110def test_suite():111    suite = unittest.TestLoader().loadTestsFromTestCase(PurityTestCase)...

test_utils.py

Source:test_utils.py

...16    assert output == reference  # nosec17def test_stringify_sequence_error():18    with pytest.raises(TypeError):19        _stringify_sequence(0)20def test_check_groups():21    X, y, groups_in = make_group_regression()22    _, n_features = X.shape23    groups_out = check_groups(groups=groups_in, X=X)24    assert groups_out == tuple(groups_in)25    # Test the groups=None defaults26    groups_out = check_groups(groups=None, X=X, fit_intercept=False)27    assert_array_almost_equal(groups_out, [np.arange(n_features)])28    groups_out = check_groups(groups=None, X=X, fit_intercept=True)29    assert_array_almost_equal(groups_out, [np.arange(n_features - 1)])30    # Test Value error on missing features in groups31    with pytest.raises(ValueError):32        check_groups(groups=groups_in[1:], X=X)33    # Test Value error on missing groups in features34    with pytest.raises(ValueError):...

test_it.py

Source:test_it.py

...7abcz8"""9        self.assertEqual(6, groups.count_questions(code))10    11    def test_check_groups(self):12        code = """abc13a14b15c16ab17ac18a19a20a21a22b23"""24        self.assertEqual(11, groups.total_yes(code))25    ...

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