示例#1
0
    def test_scenario2(self):
        """
            Scenario: Successfully creating local association object:
                Given I create a data source uploading a "<data>" file
                And I wait until the source is ready less than <time_1> secs
                And I create a dataset
                And I wait until the dataset is ready less than <time_2> secs
                And I create an association from a dataset
                And I wait until the association is ready less than <time_3> secs
                And I create a local association
                When I get the rules for <"item_list">
                Then the first rule is "<JSON_rule>"

                Examples:
                | data             | time_1  | time_2 | time_3 | item_list                              | JSON_rule  |
                | ../data/tiny_mushrooms.csv | 10      | 20     | 50     | ["Edible"]                   | {'p_value': 2.08358e-17, 'confidence': 1, 'lift': 1.12613, 'lhs': [14], 'leverage': 0.07885, 'lhs_cover': [0.704, 176], 'rhs_cover': [0.888, 222], 'rhs': [1], 'support': [0.704, 176], 'rule_id': u'000038'}

        """
        print self.test_scenario2.__doc__
        examples = [
            ['data/tiny_mushrooms.csv', '10', '20', '50', ["Edible"], {'p_value': 5.26971e-31, 'confidence': 1, 'rhs_cover': [0.488, 122], 'leverage': 0.24986, 'rhs': [19], 'rule_id': u'000002', 'lift': 2.04918, 'lhs': [0, 21, 16, 7], 'lhs_cover': [0.488, 122], 'support': [0.488, 122]}]]
        for example in examples:
            print "\nTesting with:\n", example
            source_create.i_upload_a_file(self, example[0])
            source_create.the_source_is_finished(self, example[1])
            dataset_create.i_create_a_dataset(self)
            dataset_create.the_dataset_is_finished_in_less_than(self, example[2])
            association_create.i_create_an_association_from_dataset(self)
            association_create.the_association_is_finished_in_less_than(self, example[3])
            association_create.i_create_a_local_association(self)
            association_create.i_get_rules_for_item_list(self, example[4])
            association_create.the_first_rule_is(self, example[5])
示例#2
0
    def test_scenario3(self):
        """
            Scenario: Successfully creating local association object:
                Given I create a data source uploading a "<data>" file
                And I wait until the source is ready less than <time_1> secs
                And I create a dataset
                And I wait until the dataset is ready less than <time_2> secs
                And I create an association with search strategy "<strategy>" from a dataset
                And I wait until the association is ready less than <time_3> secs
                And I create a local association
                When I get the rules for <"item_list">
                Then the first rule is "<JSON_rule>"

                Examples:
                | data             | time_1  | time_2 | time_3 | item_list                              | JSON_rule  | seach strategy
                | ../data/tiny_mushrooms.csv | 10      | 20     | 50     | ["Edible"]                   | {'confidence': 1, 'leverage': 0.07885, 'lhs': [14], 'lhs_cover': [0.704, 176], 'lift': 1.12613, 'p_value': 2.08358e-17, 'rhs': [1], 'rhs_cover': [0.888, 222], 'rule_id': u'000038', 'support': [0.704, 176]}| lhs_cover


        """
        print self.test_scenario3.__doc__
        examples = [[
            'data/tiny_mushrooms.csv', '10', '20', '50', ["Edible"], {
                'p_value': 2.08358e-17,
                'confidence': 0.79279,
                'rhs_cover': [0.704, 176],
                'leverage': 0.07885,
                'rhs': [11],
                'rule_id': u'000007',
                'lift': 1.12613,
                'lhs': [0],
                'lhs_cover': [0.888, 222],
                'support': [0.704, 176]
            }, 'lhs_cover'
        ]]
        for example in examples:
            print "\nTesting with:\n", example
            source_create.i_upload_a_file(self, example[0])
            source_create.the_source_is_finished(self, example[1])
            dataset_create.i_create_a_dataset(self)
            dataset_create.the_dataset_is_finished_in_less_than(
                self, example[2])
            association_create.i_create_an_association_with_strategy_from_dataset(
                self, example[6])
            association_create.the_association_is_finished_in_less_than(
                self, example[3])
            association_create.i_create_a_local_association(self)
            association_create.i_get_rules_for_item_list(self, example[4])
            association_create.the_first_rule_is(self, example[5])