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How to use less_than_or_equal_to method in pandera

Best Python code snippet using pandera_python

ordering_comparison_test.py

Source:ordering_comparison_test.py

...25        self.assert_matches("match", greater_than_or_equal_to(1), 2)26        self.assert_matches("match", greater_than_or_equal_to(1), 1)27        self.assert_does_not_match("no match", greater_than_or_equal_to(1), 0)28    def testComparesObjectsForLessThanOrEqualTo(self):29        self.assert_matches("match", less_than_or_equal_to(1), 0)30        self.assert_matches("match", less_than_or_equal_to(1), 1)31        self.assert_does_not_match("no match", less_than_or_equal_to(1), 2)32    def testSupportsDifferentTypesOfComparableObjects(self):33        self.assert_matches("strings", greater_than("bb"), "cc")34        self.assert_matches("dates", less_than(date.today()), date.min)35    def testHasAReadableDescription(self):36        self.assert_description("a value greater than <1>", greater_than(1))37        self.assert_description("a value greater than or equal to <1>", greater_than_or_equal_to(1))38        self.assert_description("a value less than <1>", less_than(1))39        self.assert_description("a value less than or equal to <1>", less_than_or_equal_to(1))40    def testSuccessfulMatchDoesNotGenerateMismatchDescription(self):41        self.assert_no_mismatch_description(greater_than(1), 2)42        self.assert_no_mismatch_description(less_than(1), 0)43        self.assert_no_mismatch_description(greater_than_or_equal_to(1), 1)44        self.assert_no_mismatch_description(less_than_or_equal_to(1), 1)45    def testMismatchDescription(self):46        self.assert_mismatch_description("was <0>", greater_than(1), 0)47        self.assert_mismatch_description("was <2>", less_than(1), 2)48        self.assert_mismatch_description("was <0>", greater_than_or_equal_to(1), 0)49        self.assert_mismatch_description("was <2>", less_than_or_equal_to(1), 2)50    def testDescribeMismatch(self):51        self.assert_describe_mismatch("was <0>", greater_than(1), 0)52        self.assert_describe_mismatch("was <2>", less_than(1), 2)53        self.assert_describe_mismatch("was <0>", greater_than_or_equal_to(1), 0)54        self.assert_describe_mismatch("was <2>", less_than_or_equal_to(1), 2)55    def testIncomparableTypes(self):56        self.assert_does_not_match("incomparable types", greater_than(1), "a")57if __name__ == "__main__":...

test_less_than_or_equal_to.py

Source:test_less_than_or_equal_to.py

...5__author__ = "Philipp Tempel"6__email__ = "p.tempel@tudelft.nl"7class LessThanOrEqualToTestSuite(object):8    def test_scalar_passes(self):9        less_than_or_equal_to(0, 0)10        less_than_or_equal_to(1, 1)11        less_than_or_equal_to(-1, -1)12    def test_list_passes(self):13        less_than_or_equal_to([1, 2, 3, 4], 4)14        less_than_or_equal_to([1, 2, 3, 4], [1, 2, 3, 4])15    def test_list_fails(self):16        with pytest.raises(ValueError):17            less_than_or_equal_to([1, 2, 3, 4], 1)18        with pytest.raises(ValueError):19            less_than_or_equal_to([1, 2, 3, 4], [0, 1, 2, 3])20    def test_list_of_list_passes(self):21        less_than_or_equal_to(((1, 2), (3, 4)), 4)22        less_than_or_equal_to(((1, 2), (3, 4)), ((1, 2), (3, 4)))23    def test_list_of_list_fails(self):24        with pytest.raises(ValueError):25            less_than_or_equal_to(((1, 2), (3, 4)), 1)26        with pytest.raises(ValueError):27            less_than_or_equal_to(((1, 2), (3, 4)), ((0, 1), (2, 3)))28    def test_numpyarray_passes(self):29        less_than_or_equal_to(np.asarray((1, 2, 3, 4)), 4)30        less_than_or_equal_to(np.asarray((1, 2, 3, 4)),31                              np.asarray((1, 2, 3, 4)))32    def test_numpyarray_fails(self):33        with pytest.raises(ValueError):34            less_than_or_equal_to(np.asarray((1, 2, 3, 4)), 1)35        with pytest.raises(ValueError):36            less_than_or_equal_to(np.asarray((1, 2, 3, 4)),37                                  np.asarray((0, 1, 2, 3)))38    def test_numpyarray_passes(self):39        less_than_or_equal_to(np.asarray(((1, 2), (3, 4))), 4)40        less_than_or_equal_to(np.asarray(((1, 2), (3, 4))),41                              np.asarray(((1, 2), (3, 4))))42    def test_numpyarray_fails(self):43        with pytest.raises(ValueError):44            less_than_or_equal_to(np.asarray(((1, 2), (3, 4))), 1)45        with pytest.raises(ValueError):46            less_than_or_equal_to(np.asarray(((1, 2), (3, 4))),47                                  np.asarray(((0, 1), (2, 3))))48if __name__ == "__main__":...

test_less_than_or_greater_than.py

Source:test_less_than_or_greater_than.py

...11    ),12)13def test_should_match_smaller_value(value: int, other: int) -> None:14    """15    less_than_or_equal_to() should match smaller value.16    """17    assert conjecture.less_than_or_equal_to(value).resolve(other)18@hypothesis.given(19    value=st.shared(base=st.integers(), key="value"),20    other=st.shared(base=st.integers(), key="value").flatmap(21        lambda value: st.integers(min_value=value + 1)22    ),23)24def test_should_not_match_bigger_value(value: int, other: int) -> None:25    """26    less_than_or_equal_to() should not match bigger value.27    """28    assert not conjecture.less_than_or_equal_to(value).resolve(other)29@hypothesis.given(value=st.integers())30def test_should_not_match_equal_value(value: int) -> None:31    """32    less_than_or_equal_to() should match equal value.33    """...

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