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How to use greater_than_or_equal_to method in pandera

Best Python code snippet using pandera_python

rules_definition.py

Source:rules_definition.py

1comments_rules = [2# comments < 53{ 4  "conditions": { "all": [{"name": "current_num_comments", "operator": "less_than","value": 5}]},5  "actions": [{"name": "inc_priority", "params": {"x": 1}}]6},7# comments >= 5 and comments < 108{ 9  "conditions": { "all": [10							{"name": "current_num_comments", "operator": "greater_than_or_equal_to","value": 5},11							{"name": "current_num_comments", "operator": "less_than","value": 10}12						 ]13				},14  "actions": [{"name": "inc_priority", "params": {"x": 5}}]15},16# comments >= 10 and comments < 2017{ 18  "conditions": { "all": [19							{"name": "current_num_comments", "operator": "greater_than_or_equal_to","value": 10},20							{"name": "current_num_comments", "operator": "less_than","value": 20}21						 ]22				},23  "actions": [{"name": "inc_priority", "params": {"x": 10}}]24},25# comments >= 20 and comments < 5026{ 27  "conditions": { "all": [28							{"name": "current_num_comments", "operator": "greater_than_or_equal_to","value": 20},29							{"name": "current_num_comments", "operator": "less_than","value": 50}30						 ]31				},32  "actions": [{"name": "inc_priority", "params": {"x": 20}}]33},34# comments >= 5035{ 36  "conditions": { "all": [{"name": "current_num_comments", "operator": "greater_than_or_equal_to","value": 50}]},37  "actions": [{"name": "inc_priority", "params": {"x": 30}}]38}39]40reactions_rules = [41# reactions < 542{ 43  "conditions": { "all": [{"name": "current_num_reactions", "operator": "less_than","value": 5}]},44  "actions": [{"name": "inc_priority", "params": {"x": 1}}]45},46# reactions >= 5 and reactions < 1047{ 48  "conditions": { "all": [49							{"name": "current_num_reactions", "operator": "greater_than_or_equal_to","value": 5},50							{"name": "current_num_reactions", "operator": "less_than","value": 10}51						 ]52				},53  "actions": [{"name": "inc_priority", "params": {"x": 5}}]54},55# reactions >= 10 and reactions < 2056{ 57  "conditions": { "all": [58							{"name": "current_num_reactions", "operator": "greater_than_or_equal_to","value": 10},59							{"name": "current_num_reactions", "operator": "less_than","value": 20}60						 ]61				},62  "actions": [{"name": "inc_priority", "params": {"x": 10}}]63},64# reactions >= 20 and reactions < 5065{ 66  "conditions": { "all": [67							{"name": "current_num_reactions", "operator": "greater_than_or_equal_to","value": 20},68							{"name": "current_num_reactions", "operator": "less_than","value": 50}69						 ]70				},71  "actions": [{"name": "inc_priority", "params": {"x": 20}}]72},73# reactions >= 5074{ 75  "conditions": { "all": [{"name": "current_num_reactions", "operator": "greater_than_or_equal_to","value": 50}]},76  "actions": [{"name": "inc_priority", "params": {"x": 30}}]77}78]79past_days_rules = [80# past_days < 181{ 82  "conditions": { "all": [{"name": "current_num_past_days", "operator": "less_than","value": 1}]},83  "actions": [{"name": "inc_priority", "params": {"x": 100}}]84},85# past_days >= 1 and past_days < 286{ 87  "conditions": { "all": [88							{"name": "current_num_past_days", "operator": "greater_than_or_equal_to","value": 1},89							{"name": "current_num_past_days", "operator": "less_than","value": 2}90						 ]91				},92  "actions": [{"name": "inc_priority", "params": {"x": 90}}]93},94# past_days >= 2 and past_days < 495{ 96  "conditions": { "all": [97							{"name": "current_num_past_days", "operator": "greater_than_or_equal_to","value": 2},98							{"name": "current_num_past_days", "operator": "less_than","value": 4}99						 ]100				},101  "actions": [{"name": "inc_priority", "params": {"x": 70}}]102},103# past_days >= 4 and past_days < 8104{ 105  "conditions": { "all": [106							{"name": "current_num_past_days", "operator": "greater_than_or_equal_to","value": 4},107							{"name": "current_num_past_days", "operator": "less_than","value": 8}108						 ]109				},110  "actions": [{"name": "inc_priority", "params": {"x": 50}}]111},112# past_days >= 8113{ 114  "conditions": { "all": [{"name": "current_num_past_days", "operator": "greater_than_or_equal_to","value": 8}]},115  "actions": [{"name": "inc_priority", "params": {"x": 10}}]116}117]118friends_rules = [119# friends < 5120{ 121  "conditions": { "all": [{"name": "current_num_friends", "operator": "less_than","value": 5}]},122  "actions": [{"name": "inc_priority", "params": {"x": 1}}]123},124# friends >= 5 and friends < 10125{ 126  "conditions": { "all": [127							{"name": "current_num_friends", "operator": "greater_than_or_equal_to","value": 5},128							{"name": "current_num_friends", "operator": "less_than","value": 10}129						 ]130				},131  "actions": [{"name": "inc_priority", "params": {"x": 5}}]132},133# friends >= 10 and friends < 20134{ 135  "conditions": { "all": [136							{"name": "current_num_friends", "operator": "greater_than_or_equal_to","value": 10},137							{"name": "current_num_friends", "operator": "less_than","value": 20}138						 ]139				},140  "actions": [{"name": "inc_priority", "params": {"x": 10}}]141},142# friends >= 20 and friends < 50143{ 144  "conditions": { "all": [145							{"name": "current_num_friends", "operator": "greater_than_or_equal_to","value": 20},146							{"name": "current_num_friends", "operator": "less_than","value": 50}147						 ]148				},149  "actions": [{"name": "inc_priority", "params": {"x": 20}}]150},151# friends >= 50152{ 153  "conditions": { "all": [{"name": "current_num_friends", "operator": "greater_than_or_equal_to","value": 50}]},154  "actions": [{"name": "inc_priority", "params": {"x": 30}}]155}156]157stories_rules = [158# stories < 5159{ 160  "conditions": { "all": [{"name": "current_num_stories", "operator": "less_than","value": 5}]},161  "actions": [{"name": "inc_priority", "params": {"x": 1}}]162},163# stories >= 5 and stories < 10164{ 165  "conditions": { "all": [166							{"name": "current_num_stories", "operator": "greater_than_or_equal_to","value": 5},167							{"name": "current_num_stories", "operator": "less_than","value": 10}168						 ]169				},170  "actions": [{"name": "inc_priority", "params": {"x": 5}}]171},172# stories >= 10 and stories < 20173{ 174  "conditions": { "all": [175							{"name": "current_num_stories", "operator": "greater_than_or_equal_to","value": 10},176							{"name": "current_num_stories", "operator": "less_than","value": 20}177						 ]178				},179  "actions": [{"name": "inc_priority", "params": {"x": 10}}]180},181# stories >= 20 and stories < 50182{ 183  "conditions": { "all": [184							{"name": "current_num_stories", "operator": "greater_than_or_equal_to","value": 20},185							{"name": "current_num_stories", "operator": "less_than","value": 50}186						 ]187				},188  "actions": [{"name": "inc_priority", "params": {"x": 20}}]189},190# stories >= 50191{ 192  "conditions": { "all": [{"name": "current_num_stories", "operator": "greater_than_or_equal_to","value": 50}]},193  "actions": [{"name": "inc_priority", "params": {"x": 30}}]194}...

ordering_comparison_test.py

Source:ordering_comparison_test.py

...21    def testComparesObjectsForLessThan(self):22        self.assert_matches("match", less_than(1), 0)23        self.assert_does_not_match("no match", less_than(1), 1)24    def testComparesObjectsForGreaterThanOrEqualTo(self):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_greater_than_or_equal_to.py

Source:test_greater_than_or_equal_to.py

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

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