How to use a_rule method in hypothesis

Best Python code snippet using hypothesis

test_stastsd_rule_benchmark.py

Source:test_stastsd_rule_benchmark.py

1# This Source Code Form is subject to the terms of the Mozilla Public2# License, v. 2.0. If a copy of the MPL was not distributed with this3# file, You can obtain one at http://mozilla.org/MPL/2.0/.4from mock import patch, call, Mock5from nose.tools import eq_, ok_, assert_raises6from socorro.unittest.testbase import TestCase7from datetime import datetime8from configman.dotdict import DotDict9from socorro.external.statsd.statsd_rule_benchmark import (10    StatsdRuleBenchmarkWrapper,11    CountAnythingRuleBase,12    CountStackWalkerTimeoutKills,13    CountStackWalkerFailures,14)15from socorro.external.statsd.statsd_base import StatsdCounter16from socorro.unittest.lib.test_transform_rules import (17    TestRuleTestLaughable,18    TestRuleTestDangerous19)20from socorro.lib import transform_rules21from socorro.external.statsd.dogstatsd import StatsClient22#==============================================================================23class TestStatsdCounterRule(TestCase):24    #--------------------------------------------------------------------------25    def setup_config(self, prefix=None):26        config = DotDict()27        config.chatty_rules = False28        config.chatty = False29        config.tag = 'test.rule'30        config.action = 'apply_all_rules'31        config.rules_list = DotDict()32        config.rules_list.class_list = [33            (34                'TestRuleTestLaughable',35                StatsdRuleBenchmarkWrapper,36                'TestRuleTestLaughable'37            ),38            (39                'TestRuleTestDangerous',40                StatsdRuleBenchmarkWrapper,41                'TestRuleTestDangerous'42            )43        ]44        config.TestRuleTestLaughable = DotDict()45        config.TestRuleTestLaughable.laughable = 'wilma'46        config.TestRuleTestLaughable.statsd_class =  StatsClient47        config.TestRuleTestLaughable.statsd_host = 'some_statsd_host'48        config.TestRuleTestLaughable.statsd_port =  333349        config.TestRuleTestLaughable.statsd_prefix = prefix if prefix else ''50        config.TestRuleTestLaughable.wrapped_object_class = TestRuleTestLaughable51        config.TestRuleTestLaughable.active_list = 'act'52        config.TestRuleTestDangerous = DotDict()53        config.TestRuleTestDangerous.dangerous = 'dwight'54        config.TestRuleTestDangerous.statsd_class =  StatsClient55        config.TestRuleTestDangerous.statsd_host = 'some_statsd_host'56        config.TestRuleTestDangerous.statsd_port =  333357        config.TestRuleTestDangerous.statsd_prefix = prefix if prefix else ''58        config.TestRuleTestDangerous.wrapped_object_class = TestRuleTestDangerous59        config.TestRuleTestDangerous.active_list = 'act'60        return config61    #--------------------------------------------------------------------------62    @patch('socorro.external.statsd.dogstatsd.statsd')63    def test_apply_all(self, statsd_obj):64        config = self.setup_config('processor')65        trs = transform_rules.TransformRuleSystem(config)66        ok_(isinstance(trs.rules[0], StatsdRuleBenchmarkWrapper))67        ok_(isinstance(trs.rules[0].wrapped_object, TestRuleTestLaughable))68        ok_(isinstance(trs.rules[1], StatsdRuleBenchmarkWrapper))69        ok_(isinstance(trs.rules[1].wrapped_object, TestRuleTestDangerous))70        now_str = 'socorro.external.statsd.statsd_base.datetime'71        with patch(now_str) as now_mock:72            times =  [73                datetime(2015, 5, 4, 15, 10, 3),74                datetime(2015, 5, 4, 15, 10, 2),75                datetime(2015, 5, 4, 15, 10, 1),76                datetime(2015, 5, 4, 15, 10, 0),77            ]78            ok_(trs.rules[0].predicate(None))79            statsd_obj.timing.has_calls([])80            ok_(trs.rules[1].action(None))81            statsd_obj.timing.has_calls([])82            trs.apply_all_rules()83            statsd_obj.timing.has_calls([84                call(85                    'timing.TestRuleTestLaughable.act',86                    1000  # 1 second87                ),88                call(89                    'timing.TestRuleTestDangerous.act',90                    1000  # 1 second91                ),92            ])93#==============================================================================94class TestStatsdCountAnythingRule(TestStatsdCounterRule):95    @patch('socorro.external.statsd.dogstatsd.statsd')96    def testCountAnythingRuleBase(self, statsd_obj):97        config = DotDict()98        config.counter_class = Mock()99        config.rule_name = 'dwight'100        config.statsd_class =  Mock()101        config.statsd_host = 'some_statsd_host'102        config.statsd_port =  3333103        config.statsd_prefix = ''104        config.active_list =  ['dwight']105        a_rule = CountAnythingRuleBase(config)106        raw_crash_mock =  Mock()107        raw_dumps_mock =  Mock()108        processed_crash_mock =  Mock()109        proc_meta_mock =  Mock()110        assert_raises(111            NotImplementedError,112            a_rule._predicate,113            raw_crash_mock,114            raw_dumps_mock,115            processed_crash_mock,116            proc_meta_mock117        )118        a_rule._action(119            raw_crash_mock,120            raw_dumps_mock,121            processed_crash_mock,122            proc_meta_mock123        )124        a_rule.counter._incr.assert_called_once_with(125            'dwight'126        )127    @patch('socorro.external.statsd.dogstatsd.statsd')128    def testCountStackWalkerTimeoutKills_success(self, statsd_obj):129        config = DotDict()130        config.counter_class = Mock()131        config.rule_name = 'stackwalker_timeout_kills'132        config.statsd_class =  Mock()133        config.statsd_host = 'some_statsd_host'134        config.statsd_port =  3333135        config.statsd_prefix =  ''136        config.active_list =  ['stackwalker_timeout_kills']137        a_rule = CountStackWalkerTimeoutKills(config)138        raw_crash_mock =  Mock()139        raw_dumps_mock =  Mock()140        processed_crash_mock =  Mock()141        proc_meta =  DotDict()142        proc_meta.processor_notes = [143            'hello',144            'this is a list of notes from the processor',145            'it has information about the what the processor',146            'thought was important',147            'like, maybe, SIGKILL of the stackwalker',148            'or other such things.'149        ]150        ok_(151            a_rule._predicate(152                raw_crash_mock,153                raw_dumps_mock,154                processed_crash_mock,155                proc_meta156            )157        )158        a_rule._action(159            raw_crash_mock,160            raw_dumps_mock,161            processed_crash_mock,162            proc_meta163        )164        a_rule.counter._incr.assert_called_once_with(165            'stackwalker_timeout_kills'166        )167    @patch('socorro.external.statsd.dogstatsd.statsd')168    def testCountStackWalkerTimeoutKills_fail(self, statsd_obj):169        config = DotDict()170        config.counter_class = Mock()171        config.rule_name = 'stackwalker_timeout_kills'172        config.statsd_class =  Mock()173        config.statsd_host = 'some_statsd_host'174        config.statsd_port =  3333175        config.statsd_prefix =  ''176        config.active_list =  ['stackwalker_timeout_kills']177        a_rule = CountStackWalkerTimeoutKills(config)178        raw_crash_mock =  Mock()179        raw_dumps_mock =  Mock()180        processed_crash_mock =  Mock()181        proc_meta =  DotDict()182        proc_meta.processor_notes = [183            'hello',184            'this is a list of notes from the processor',185            'it has information about the what the processor',186            'thought was important',187        ]188        ok_(189            not190            a_rule._predicate(191                raw_crash_mock,192                raw_dumps_mock,193                processed_crash_mock,194                proc_meta195            )196        )197    @patch('socorro.external.statsd.dogstatsd.statsd')198    def testCountStackWalkerFailures_success(self, statsd_obj):199        config = DotDict()200        config.counter_class = Mock()201        config.rule_name = 'stackwalker_timeout_kills'202        config.statsd_class =  Mock()203        config.statsd_host = 'some_statsd_host'204        config.statsd_port =  3333205        config.statsd_prefix =  ''206        config.active_list =  ['stackwalker_timeout_kills']207        a_rule = CountStackWalkerFailures(config)208        raw_crash_mock =  Mock()209        raw_dumps_mock =  Mock()210        processed_crash_mock =  Mock()211        proc_meta =  DotDict()212        proc_meta.processor_notes = [213            'hello',214            'this is a list of notes from the processor',215            'it has information about the what the processor',216            'thought was important',217            'like, maybe when "MDSW failed"',218            'or other such things.'219        ]220        ok_(221            a_rule._predicate(222                raw_crash_mock,223                raw_dumps_mock,224                processed_crash_mock,225                proc_meta226            )227        )228        a_rule._action(229            raw_crash_mock,230            raw_dumps_mock,231            processed_crash_mock,232            proc_meta233        )234        a_rule.counter._incr.assert_called_once_with(235            'stackwalker_timeout_kills'236        )237    @patch('socorro.external.statsd.dogstatsd.statsd')238    def testCountStackWalkerFailures_fail(self, statsd_obj):239        config = DotDict()240        config.counter_class = Mock()241        config.rule_name = 'stackwalker_timeout_kills'242        config.statsd_class =  Mock()243        config.statsd_host = 'some_statsd_host'244        config.statsd_port =  3333245        config.statsd_prefix =  ''246        config.active_list =  ['stackwalker_timeout_kills']247        a_rule = CountStackWalkerFailures(config)248        raw_crash_mock =  Mock()249        raw_dumps_mock =  Mock()250        processed_crash_mock =  Mock()251        proc_meta =  DotDict()252        proc_meta.processor_notes = [253            'hello',254            'this is a list of notes from the processor',255            'it has information about the what the processor',256            'thought was important',257        ]258        ok_(259            not260            a_rule._predicate(261                raw_crash_mock,262                raw_dumps_mock,263                processed_crash_mock,264                proc_meta265            )...

assocrules_tests.py

Source:assocrules_tests.py

1import unittest2from pymining import itemmining, perftesting, assocrules3class TestAssocRule(unittest.TestCase):4    def testDefaultSupportConf(self):5        ts1 = perftesting.get_default_transactions()6        relim_input = itemmining.get_relim_input(ts1)7        report = itemmining.relim(relim_input, 2)8        rules = assocrules.mine_assoc_rules(report, min_support=2)9        self.assertEqual(20, len(rules))10        a_rule = (frozenset(['b', 'e']), frozenset(['d']), 2, 1.0)11        self.assertTrue(a_rule in rules)12        ts2 = perftesting.get_default_transactions_alt()13        relim_input = itemmining.get_relim_input(ts2)14        report = itemmining.relim(relim_input, 2)15        rules = assocrules.mine_assoc_rules(report, min_support=2)16        self.assertEqual(20, len(rules))17        a_rule = (frozenset(['e']), frozenset(['a', 'd']), 2, 2.0/3.0)18        self.assertTrue(a_rule in rules)19    def testConfidence075(self):20        ts1 = perftesting.get_default_transactions()21        relim_input = itemmining.get_relim_input(ts1)22        report = itemmining.relim(relim_input, 2)23        rules = assocrules.mine_assoc_rules(report, min_support=2,24                min_confidence=0.75)25        self.assertEqual(5, len(rules))26        a_rule = (frozenset(['b']), frozenset(['d']), 6, 0.75)27        self.assertTrue(a_rule in rules)28    def testSupport5(self):29        ts1 = perftesting.get_default_transactions()30        relim_input = itemmining.get_relim_input(ts1)31        report = itemmining.relim(relim_input, 5)32        rules = assocrules.mine_assoc_rules(report, min_support=5)33        self.assertEqual(2, len(rules))34        a_rule = (frozenset(['d']), frozenset(['b']), 6, 0.75)...

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