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How to use check_test_results method in lisa

Best Python code snippet using lisa_python

run_backend_tests_test.py

Source:run_backend_tests_test.py

...227        expected_error_msg = (228            'Command \'%s\' returned non-zero exit status 1.' % test_cmd)229        with self.assertRaisesRegex(230                subprocess.CalledProcessError, expected_error_msg):231            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]232                tasks, task_to_taskspec, False)233    def test_empty_test_files_show_no_tests_were_run(self) -> None:234        with self.swap_install_third_party_libs:235            from scripts import run_backend_tests236        task1 = MockTask()237        task1.exception = Exception('No tests were run.')238        tasks = [task1]239        task_to_taskspec = {}240        test_target = 'scripts.new_script.py'241        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]242            test_target, False)243        with self.print_swap:244            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]245                tasks, task_to_taskspec, False)246        self.assertIn(247            'ERROR     %s: No tests found.' % test_target, self.print_arr)248    def test_failed_test_suite_throws_error(self) -> None:249        with self.swap_install_third_party_libs:250            from scripts import run_backend_tests251        task1 = MockTask()252        task1.exception = Exception(253            'Test suite failed: 6 tests run, 0 errors, '254            '2 failures')255        tasks = [task1]256        task_to_taskspec = {}257        test_target = 'scripts.new_script.py'258        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]259            test_target, False)260        with self.print_swap:261            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]262                tasks, task_to_taskspec, False)263        self.assertIn(264            'FAILED    %s: %s errors, %s failures' % (test_target, 0, 2),265            self.print_arr)266    def test_tests_failed_due_to_internal_error(self) -> None:267        with self.swap_install_third_party_libs:268            from scripts import run_backend_tests269        task1 = MockTask()270        task1.exception = Exception('Some internal error.')271        tasks = [task1]272        task_to_taskspec = {}273        test_target = 'scripts.new_script.py'274        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]275            test_target, False)276        with self.print_swap, self.assertRaisesRegex(277            Exception, 'Some internal error.'278        ):279            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]280                tasks, task_to_taskspec, False)281        self.assertIn(282            '    WARNING: FAILED TO RUN %s' % test_target, self.print_arr)283        self.assertIn(284            '    This is most likely due to an import error.', self.print_arr)285    def test_unfinished_tests_are_cancelled(self) -> None:286        with self.swap_install_third_party_libs:287            from scripts import run_backend_tests288        task = MockTask()289        task.finished = False290        task_output = ['Ran 9 tests in 1.244s', '98']291        task_result = concurrent_task_utils.TaskResult(292            'task1', False, task_output, task_output)293        task.task_results.append(task_result)294        tasks = [task]295        task_to_taskspec = {}296        test_target = 'scripts.new_script.py'297        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]298            test_target, False)299        with self.print_swap:300            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]301                tasks, task_to_taskspec, True)302        self.assertIn('CANCELED  %s' % test_target, self.print_arr)303    def test_incomplete_coverage_is_displayed_correctly(self) -> None:304        with self.swap_install_third_party_libs:305            from scripts import run_backend_tests306        task = MockTask()307        task_output = ['Ran 9 tests in 1.244s', '98']308        task_result = concurrent_task_utils.TaskResult(309            'task1', False, task_output, task_output)310        task.task_results.append(task_result)311        tasks = [task]312        task_to_taskspec = {}313        test_target = 'scripts.new_script.py'314        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]315            test_target, True)316        with self.print_swap:317            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]318                tasks, task_to_taskspec, True)319        self.assertIn(320            'INCOMPLETE COVERAGE (98%%): %s' % test_target, self.print_arr)321    def test_successfull_test_run_message_is_printed_correctly(self) -> None:322        with self.swap_install_third_party_libs:323            from scripts import run_backend_tests324        task = MockTask()325        task_output = ['Ran 9 tests in 1.234s', '100']326        task_result = concurrent_task_utils.TaskResult(327            'task1', False, task_output, task_output)328        task.task_results.append(task_result)329        tasks = [task]330        task_to_taskspec = {}331        test_target = 'scripts.new_script.py'332        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]333            test_target, True)334        with self.print_swap:335            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]336                tasks, task_to_taskspec, False)337        self.assertIn(338            'SUCCESS   %s: 9 tests (1.2 secs)' % test_target,339            self.print_arr)340    def test_incomplete_coverage_in_excluded_files_is_ignored(self) -> None:341        with self.swap_install_third_party_libs:342            from scripts import run_backend_tests343        task = MockTask()344        task_output = ['Ran 9 tests in 1.234s', '98']345        task_result = concurrent_task_utils.TaskResult(346            'task1', False, task_output, task_output)347        task.task_results.append(task_result)348        tasks = [task]349        task_to_taskspec = {}350        test_target = 'scripts.new_script_test'351        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]352            test_target, True)353        swap_load_excluded_files = self.swap_with_checks(354            run_backend_tests, 'load_coverage_exclusion_list',355            lambda _: ['scripts.new_script_test'],356            expected_args=((COVERAGE_EXCLUSION_LIST_PATH,),))357        with self.print_swap, swap_load_excluded_files:358            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]359                tasks, task_to_taskspec, True)360        self.assertNotIn(361            'INCOMPLETE COVERAGE (98%%): %s' % test_target, self.print_arr)362        self.assertIn(363            'SUCCESS   %s: 9 tests (1.2 secs)' % test_target,364            self.print_arr)365    def test_test_failed_due_to_error_in_parsing_coverage_report(self) -> None:366        with self.swap_install_third_party_libs:367            from scripts import run_backend_tests368        task = MockTask()369        task_output = ['XYZ', '100']370        task_result = concurrent_task_utils.TaskResult(371            'task1', False, task_output, task_output)372        task.task_results = [task_result]373        tasks = [task]374        task_to_taskspec = {}375        test_target = 'scripts.random_script.py'376        task_to_taskspec[tasks[0]] = run_backend_tests.TestingTaskSpec( # type: ignore[no-untyped-call]377            test_target, True)378        with self.print_swap:379            run_backend_tests.check_test_results( # type: ignore[no-untyped-call]380                tasks, task_to_taskspec, True)381        self.assertIn(382            'An unexpected error occurred. '383            'Task output:\nXYZ',384            self.print_arr)385    def test_invalid_directory_in_sys_path_throws_error(self) -> None:386        with self.swap_install_third_party_libs:387            from scripts import run_backend_tests388        def mock_path_exists(dirname: str) -> bool:389            for directory in common.DIRS_TO_ADD_TO_SYS_PATH:390                if os.path.dirname(directory) == dirname:391                    return False392            return True393        swap_path_exists = self.swap(os.path, 'exists', mock_path_exists)...

classes.py

Source:classes.py

...60        for i in range(0, self.num_bands):61            self.tracker.append([])62        for i in range(0, 3*self.n_tests):63            self.pick_any_random_arm()64        return self.check_test_results()65    def pick_any_random_arm(self):66        arm_index = [i for i in range(len(self.row))]67        pa = random.choice(arm_index)68        arm_result = pull_arm(self.row, pa)69        self.tracker[pa].append(arm_result)70    def check_test_results(self):71        test_results = []72        for i in range(0, self.tracker.__len__()):73            if sum(bincount(self.tracker[i])) == 0:74                # print("No tests performed on arm #", i)75                test_results.append(-1)76            elif unique(self.tracker[i]).__len__() == 1:77                # print("Insufficient statistics to estimate odds on arm #", i)78                if self.tracker[i].__len__() > 3:79                    test_results.append(sum(self.tracker[i]) / self.tracker[i].__len__())80                else:81                    test_results.append(-2)82            else:83                test_results.append(bincount(self.tracker[i])[1] / sum(bincount(self.tracker[i])))84        return test_results85    def build_states_prob_lead(self):86        self.tracker = []87        print("The status of tracker in prob_lead before instantiation: ", self.tracker.__len__())88        for i in range(0, self.num_bands):89            self.tracker.append([])90        print("The status of tracker in prob_lead after instantiation: ", self.tracker.__len__())91        for n in range(0, self.n_tests):92            track_state_1, track_state_2 = self.track_state()93            # print(track_state_1)94            if all(st == 0 for st in track_state_2):95                self.pick_any_random_arm()96            elif any(st != 0 for st in track_state_2):97                if (self.bias_check_1 % 2) == 0:98                    self.set_of_arms_pull("prob_lead", "known", track_state_1)99                else:100                    self.set_of_arms_pull("prob_lead", "unknown", track_state_1)101        return self.check_test_results()102    def set_of_arms_pull(self, decision_type, k_or_u, track_state):103        known_arms = [i for i in range(len(track_state)) if track_state[i] > 0]  # Identify index for known104        unknown_arms = [i for i in range(len(track_state)) if track_state[i] == 0]  # Identify index for unknown105        if decision_type == "random": # This 'random' flag is redundant for normal operation but useful for debugging this106            # function107            if k_or_u == "unknown" and unknown_arms.__len__() != 0:108                choose_arm = random.choice(unknown_arms)109            else:110                choose_arm = random.choice(known_arms)111            arm_result = pull_arm(self.row, choose_arm)112            self.tracker[choose_arm].append(arm_result)113            self.bias_check_1 += 1114            return self.bias_check_1115        elif decision_type == "prob_lead":116            if k_or_u == "unknown" and unknown_arms.__len__() != 0:117                for i in range(3): # FIXME: This isn't working as expected; none of the self.trackers are pulling 3 arms118                    choose_arm = random.choice(unknown_arms)119                    arm_result = pull_arm(self.row, choose_arm)120                    self.tracker[choose_arm].append(arm_result)121            else:122                ongoing_test_results = self.check_test_results()123                well_tracked_arms = [i for i in range(len(ongoing_test_results)) if ongoing_test_results[i] > 0.0]124                if (self.bias_check_2 % 2) == 0:125                    if well_tracked_arms.__len__() >= 3: # TODO: "The 3 or more experiments could be a variable we play with"126                        for i in range(3):127                            choose_arm = ongoing_test_results.index(sorted([ongoing_test_results[i] for i in well_tracked_arms], reverse=True)[i])128                            arm_result = pull_arm(self.row, choose_arm)129                            self.tracker[choose_arm].append(arm_result)130                        # TODO: I also need to set the "batch_pulls = True" self-flag and make sure it doesn't mess up with the unknown-known-wellknown cycle of arm-pulls. This cycle is probably a critical piece of optimization.131                        # TODO: Start tracking some sort of metric to compare this new selection process vs. random sampling132                    else:133                        for i in range(3):134                            choose_arm = random.choice(known_arms)135                            arm_result = pull_arm(self.row, choose_arm)136                            self.tracker[choose_arm].append(arm_result)...

test_break_test.py

Source:test_break_test.py

...58    assert(testresults['mean']['h'] == 1)59    assert(error_dict['error_code_test'] == 0)60    assert(checkstats['n0'] == 6)61    assert(checkstats['n1'] == 6)62    assert(test.check_test_results()[1] == 'mean')63    assert(test.check_test_results()[0] == True)64def test_var_break():65    '''Test var break detection'''66    df, breaktime, timeframe = create_artificial_test_data('var')67    test = TsRelBreakTest(candidate=df.candidate,68                          reference=df.reference,69                          breaktime=breaktime, test_resample=None,70                          test_check_min_data=3, test_check_spearR_sig=(-1, 1),71                          bias_corr_method= None, alpha=0.01)72    test.run_tests()73    testresults, error_dict, checkstats = test.get_results()74    assert(testresults['var']['h'] == 1)75    assert(error_dict['error_code_test'] == 0)76    assert(checkstats['n0'] == 182)77    assert(checkstats['n1'] == 184)78    nptest.assert_almost_equal(checkstats['frame_spearmanR'], 0.8944298, 4)79    nptest.assert_almost_equal(checkstats['frame_corrPval'], 0, 4)80    assert(test.check_test_results()[1] == 'var')81    assert(test.check_test_results()[0] == True)82def test_merge_results():83    '''Test function for merged results dict'''84    df = read_test_data(431790)85    breaktime = datetime(2000, 7, 1)86    test = TsRelBreakTest(candidate=df['CCI_41_COMBINED'],87                          reference=df['merra2'],88                          breaktime=breaktime, test_resample=('M', 0.3),89                          test_check_min_data=3, test_check_spearR_sig=(0, 0.1),90                          bias_corr_method='linreg', alpha=0.01)91    test.run_tests()92    results_flat = test.get_flat_results()93    testresults, error_dict, checkstats = test.get_results()94    assert(dict_depth(results_flat) == 1)95    assert(dict_depth(testresults) == 3)...

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