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How to use test_progress method in avocado

Best Python code snippet using avocado_python

full_flow_tests.py

Source:full_flow_tests.py

...54def colorize(string, color):55    return color + string + Colors.END56def error(string):57    print(colorize('ERROR: ' + string, Colors.RED))58def test_progress(string):59    print(colorize(string, Colors.BLUE))60def success(string):61    print(colorize(string, Colors.GREEN))62###########63# Checkers64###########65def compare_values(name, expected, actual, rel_tol=5e-2):66    print('Comparing {0}: Expected = {1} ; Actual = {2}'.format(name, expected, actual))67    if math.isclose(expected, actual, rel_tol=rel_tol):68        return True69    else:70        error('Mismatch on {0}'.format(name))71        return False72def accuracy_checker(log, run_dir, expected_results):73    expected_top1, expected_top5 = expected_results74    tops = re.findall(r"Top1: (?P<top1>\d*\.\d*) *Top5: (?P<top5>\d*\.\d*)", log)75    if not tops:76        error('No accuracy results in log')77        return False78    if not compare_values('Top-1', expected_top1, float(tops[-1][0])):79        return False80    return compare_values('Top-5', expected_top5, float(tops[-1][1]))81def earlyexit_accuracy_checker(log, run_dir, expected_results):82    regex_list = (r"Accuracy Stats for exit 0: top1 = (?P<top1>\d*\.\d*), top5 = (?P<top5>\d*\.\d*)",83                  r"Accuracy Stats for exit 1: top1 = (?P<top1>\d*\.\d*), top5 = (?P<top5>\d*\.\d*)",84                  r"Totals for entire network with early exits: top1 = (?P<top1>\d*\.\d*), top5 = (?P<top5>\d*\.\d*)",85                  r"Top1: (?P<top1>\d*\.\d*) *Top5: (?P<top5>\d*\.\d*)")86    for i, regex in enumerate(regex_list):87        if not generic_results_checker(log, regex, expected_results[i]):88            return False89    return True90def generic_results_checker(log, regex1, expected_results):91    actual_results = re.findall(regex1, log)92    if not actual_results:93        error('No results in log')94        return False95    # Grab only the last line of printed results96    actual_results = actual_results[-1]97    # Perform the comparison between expected and actual results98    for (actual_result, expected_result) in zip(actual_results, expected_results):99        if not compare_values('Un-named', expected_result, float(actual_result)):100            return False101    return True102def collateral_checker(log, run_dir, collateral_list):103    """Test that the test produced the expected collaterals.104    A collateral_list is a list of tuples, where tuple elements are:105        0: file name106        1: expected file size107    """108    def relaxed_size_equal(a, b, relaxation):109        return True if abs(a-b) <= relaxation else False110    for collateral in collateral_list:111        file_path = os.path.join(run_dir, collateral[0])112        statinfo = os.stat(file_path)113        if not relaxed_size_equal(statinfo.st_size, collateral[1], 2):114            return False115    return True116###########117# Test Configurations118###########119TestConfig = namedtuple('TestConfig', ['args', 'dataset', 'checker_fn', 'checker_args'])120test_configs = [121    TestConfig('--arch resnet20_cifar_earlyexit --lr=0.3 --epochs=180 --earlyexit_thresholds 0.9 '122               '--earlyexit_lossweights 0.3 --epochs 2 -p 50', DS_CIFAR, earlyexit_accuracy_checker,123               [(99.675, 100.),124                (31.863, 84.985),125                (36.040, 85.910),126                (33.50, 85.980)]),127    TestConfig('--arch simplenet_cifar --epochs 2', DS_CIFAR, accuracy_checker, [47.43, 92.51]),128    TestConfig('-a resnet20_cifar --resume {0} --quantize-eval --evaluate --qe-dynamic --qe-clip-acts avg --qe-no-clip-layers {1}'.129               format(os.path.join(examples_root, 'ssl', 'checkpoints', 'checkpoint_trained_dense.pth.tar'), 'fc'),130               DS_CIFAR, accuracy_checker, [91.47, 99.62]),131    TestConfig('-a preact_resnet20_cifar --epochs 2 --compress {0}'.132               format(os.path.join('full_flow_tests', 'preact_resnet20_cifar_pact_test.yaml')),133               DS_CIFAR, accuracy_checker, [47.47, 93.87]),134    TestConfig('-a resnet20_cifar --resume {0} --sense=filter --sense-range 0 0.10 0.05'.135               format(os.path.join(examples_root, 'ssl', 'checkpoints', 'checkpoint_trained_dense.pth.tar')),136               DS_CIFAR, collateral_checker, [('sensitivity.csv', 3172), ('sensitivity.png', 96157)]),137    TestConfig('--arch simplenet_mnist --epochs 3 -p=50 --compress={0}'.138               format(os.path.join('full_flow_tests', 'simplenet_mnist_pruning.yaml')),139               DS_MNIST, accuracy_checker, [98.82, 100.00]),140]141###########142# Tests Execution143###########144def process_failure(msg, test_idx, cmd, log_path, failed_tests, log):145    error(msg)146    if not log_path:147        test_progress('Log file not created. Full output from test:')148        print(log)149    else:150        test_progress('Test log file: {0}'.format(colorize(log_path, Colors.YELLOW)))151    failed_tests.append((test_idx, cmd, log_path))152def validate_dataset_path(path, default, name):153    if path:154        path = os.path.expanduser(path)155        if not os.path.isdir(path):156            error("Path provided to {0} dataset doesn't exist".format(name))157            exit(1)158        return path159    test_progress('Path to {0} dataset not provided, defaulting to: {1}'.format(name,160                                                                                colorize(os.path.abspath(default),161                                                                                         Colors.WHITE)))162    try:163        os.makedirs(default)164    except OSError as e:165        if e.errno != errno.EEXIST:166            raise167    return default168def run_tests():169    parser = argparse.ArgumentParser()170    parser.add_argument('--cifar10-path', dest='cifar10_path', metavar='DIR', help='Path to CIFAR-10 dataset')171    parser.add_argument('--mnist-path', dest='mnist_path', metavar='DIR', help='Path to MNIST dataset')172    args = parser.parse_args()173    cifar10_path = validate_dataset_path(args.cifar10_path, default='data.cifar10', name='CIFAR-10')174    mnist_path = validate_dataset_path(args.mnist_path, default='data.mnist', name='MNIST')175    datasets = {DS_CIFAR: cifar10_path, DS_MNIST: mnist_path}176    total_configs = len(test_configs)177    failed_tests = []178    for idx, tc in enumerate(test_configs):179        print('')180        test_progress('-------------------------------------------------')181        test_progress('Running Test {0} / {1}'.format(idx + 1, total_configs))182        dataset_dir = datasets[tc.dataset]183        # Run with '--det -j 1' to ensure deterministic results184        # Run with single GPU (lowest common denominator...)185        cmd = 'python3 {script} {tc_args} --det -j 1 --gpus 0 {data}'.format(script=script_path, tc_args=tc.args,186                                                                    data=dataset_dir)187        test_progress('Executing command: ' + colorize(cmd, Colors.YELLOW))188        p = subprocess.Popen(cmd.split(' '), stdout=subprocess.PIPE, stderr=subprocess.STDOUT, universal_newlines=True)189        # Poll for completion190        waiting_chars = ['-', '\\', '|', '/']191        cnt = 0192        while p.poll() is None:193            print(waiting_chars[cnt] * 5, end='\r', flush=True)194            cnt = (cnt + 1) % len(waiting_chars)195            time.sleep(0.5)196        log = p.stdout.read()197        log_path = re.match(r"Log file for this run: (.*)", log)198        log_path = log_path.groups()[0] if log_path else ''199        if p.returncode != 0:200            process_failure('Command returned with exit status {0}'.201                            format(p.returncode), idx, cmd, log_path, failed_tests, log)202            continue203        test_progress('Running checker: ' + colorize(tc.checker_fn.__name__, Colors.YELLOW))204        if not tc.checker_fn(log, os.path.split(log_path)[0], tc.checker_args):205            process_failure('Checker failed', idx, cmd, log_path, failed_tests, log)206            continue207        success('TEST PASSED')208        test_progress('Test log file: {0}'.format(colorize(log_path, Colors.YELLOW)))209    print('')210    test_progress('-------------------------------------------------')211    test_progress('-------------------------------------------------')212    test_progress('All tests completed')213    test_progress('# Tests run: {0} ; # Tests passed {1} ; # Tests failed: {2}'.214                  format(total_configs, total_configs - len(failed_tests), len(failed_tests)))215    if failed_tests:216        print('')217        print(colorize('Failed tests summary:', Colors.RED))218        for idx, cmd, log_path in failed_tests:219            print(colorize('  Test Index:', Colors.YELLOW), idx + 1)220            print(colorize('    Command Line:', Colors.YELLOW), cmd)221            print(colorize('    Log File Path:', Colors.YELLOW), log_path)222        exit(1)223    print('')224    success('ALL TESTS PASSED')225    print('')226    exit(0)227if __name__ == '__main__':...

TestAssistant.py

Source:TestAssistant.py

1from fuzzywuzzy import process as fuzzyprocess2import itertools3class TestProgress:4    def __init__(self,test):5        self.test = test6        self.matched_keyword_groups = []7        self.completed_subtests = []8    def __repr__(self):9        s = ""10        for kwg in self.matched_keyword_groups:11            s+=kwg.description+"->"12        # ??? May be list equality won't work in python13        s+=self.test.result if (self.matched_keyword_groups ==14                self.test.keyword_groups) else " ??? "15        for subtest in self.completed_subtests:16            s+=" -> "+str(subtest)17        return s18class TestAssistant:19    def __init__(self,substitutions_list=None):20        self.test_progress_dict = {}21        self.substitutions_list = substitutions_list22    def has_test_fully_completed(self,test):23        if test not in self.test_progress_dict:24            return False25        test_progress = self.test_progress_dict[test]26        return (len(test_progress.matched_keyword_groups) ==27                len(test.keyword_groups) and28                len(test_progress.completed_subtests) == len(test.subtests))29    def try_match(self,test,user_input_str):30        test_progress = TestProgress(test)31        if test not in self.test_progress_dict:32            self.test_progress_dict[test] = test_progress33        chop_at = 034        for kw in test.keyword_groups[0].keywords:35            """ If the first group of keywords is not found in user_input_str36                test is considered failed """37            kw_i = self._find_kw_in_str(kw,user_input_str)38            if kw_i==-1: return False39            chop_at = max(kw_i+len(kw),chop_at)40        test_progress.matched_keyword_groups+=[test.keyword_groups[0]]41        user_input_str = user_input_str[chop_at:]42        for kwg in test.keyword_groups[1:]:43            if (len(test_progress.matched_keyword_groups)>44                    len(self.test_progress_dict[test].matched_keyword_groups)):45                self.test_progress_dict[test] = test_progress46            for kw in kwg.keywords:47                kw_i = self._find_kw_in_str(kw,user_input_str)48                if kw_i==-1: return test_progress49                chop_at = max(kw_i+len(kw),chop_at)50            test_progress.matched_keyword_groups+=[kwg]51            user_input_str = user_input_str[chop_at:]52        if (len(test_progress.matched_keyword_groups)>53                len(self.test_progress_dict[test].matched_keyword_groups)):54            self.test_progress_dict[test] = test_progress55        for subtest in test.subtests:56            # !!! Possible bug when subtest is partially matched.57            # With current data, it seems like there won't be any problem58            res = self.try_match(subtest,user_input_str)59            if res:60                test_progress.completed_subtests+=[subtest]61            else:62                # !!! If a test with no keywords, but only subtests are63                # introduced, this code will break64                return test_progress65            if (len(test_progress.completed_subtests)>66                    len(self.test_progress_dict[test].completed_subtests)):67                self.test_progress_dict[test] = test_progress68        return True69    def try_continue_match(self,test_progress,user_input_str):70        # test_progress = self.test_progress_dict[test]71        test = test_progress.test72        for kwg in test.keyword_groups:73            if kwg in test_progress.matched_keyword_groups:74                continue75            chop_at = 076            for kw in kwg.keywords:77                kw_i = self._find_kw_in_str(kw,user_input_str)78                if kw_i==-1: return test_progress79                chop_at = max(kw_i+len(kw),chop_at)80            test_progress.matched_keyword_groups+=[kwg]81            user_input_str = user_input_str[chop_at:]82            if (len(test_progress.matched_keyword_groups)>83                    len(self.test_progress_dict[test].matched_keyword_groups)):84                self.test_progress_dict[test] = test_progress85        for subtest in test.subtests:86            # !!! Possible bug when subtest is partially matched.87            # With current data, it seems like there won't be any problem88            res = self.try_match(subtest,user_input_str)89            if res:90                test_progress.completed_subtests+=[subtest]91            else:92                # !!! If a test with no keywords, but only subtests are93                # introduced, this code will break94                return test_progress95            if (len(test_progress.completed_subtests)>96                    len(self.test_progress_dict[test].completed_subtests)):97                self.test_progress_dict[test] = test_progress98        return True99    def _find_kw_in_str(self,kw,string):100        """ Check whether string contains kw, or any variations of kw101            provided by substitutions_list """102        def _n_at_a_time_gen(list,n):103            for i,v in enumerate(list):104                if i < len(list):105                    yield [l for l in list[i:i+n]]106        if len(string)==0:107            return -1108        kw = kw.lower()109        string = string.lower()110        match,rate = fuzzyprocess.extractOne(111                kw, (" ".join(sl) for sl in _n_at_a_time_gen(string.split(),len(kw.split()))112                ))113        # if rate>80:114            # print(" %2f %% %s " % (rate,match))115        if rate>90:116            return string.find(match)117        elif self.substitutions_list is not None:118            # split and substitute for cases like dil. HCl119            orig_kws = kw.split()120            # print("orig-kkws:"+str(orig_kws))121            has_substitutions = list(itertools.filterfalse(122                    lambda kw:kw not in self.substitutions_list,123                    orig_kws))124            # print("has_sub:"+str(has_substitutions))125            if len(has_substitutions)==0 :126                return -1127            substitutions = []128            substitutions+= [ ([kw]+self.substitutions_list[kw]\129                    if kw in self.substitutions_list else [kw])\130                    for kw in orig_kws]131            # print(substitutions)132            # [:1] to exclude first element which is just the original one that was passed133            substitution_combs = list(itertools.product(*substitutions))[1:]134            # print(substitution_combs)135            for sub in substitution_combs:136                i = self._find_kw_in_str(" ".join(sub),string)137                if i!=-1: return i...

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