Join the 1-day Testing & QA Summit featuring 15+ Expert Speakers.Register for FREE! Join TestMu Conference

How to use get_response_time_percentile method in locust

Best Python code snippet using locust

cv19-webapp.py

Source:cv19-webapp.py

...26    result = {27        'fails': environment.stats.total.fail_ratio * 100,28        'resp.time': {29            'avg': int(environment.stats.total.avg_response_time),30            '99.9%': int(environment.stats.total.get_response_time_percentile(0.999)),31            '99%': int(environment.stats.total.get_response_time_percentile(0.99)),32            '95%': int(environment.stats.total.get_response_time_percentile(0.95)),33            '90%': int(environment.stats.total.get_response_time_percentile(0.85))34        }35    }36    print(f'Test complete statistics: {result}')37    if environment.stats.total.fail_ratio * 100 > config.threshold_fails:38        print(f'â Test failed due to failure ratio > {config.threshold_fails}%')39        environment.process_exit_code = 140    # elif environment.stats.total.avg_response_time > config.threshold_avg:41    #     print(f'â Test failed due to average response time ratio > {config.threshold_avg} ms')42    #     environment.process_exit_code = 143    elif environment.stats.total.get_response_time_percentile(0.95) > config.threshold_95:44        print(f'â Test failed due to 95th percentile response time > {config.threshold_95} ms')45        environment.process_exit_code = 146    else:47        print(f'â Test passed')48        environment.process_exit_code = 049class WebsiteUser(HttpUser):50    wait_time = between(5, 15)51    52    def _validate_response(self, response, status_code, text=None):53        content = response.content or ''54        self.debug(f'Response [{response.status_code}]: {content[0:100]}')55        if response.status_code == status_code:56            if text or text in content:57                return True...

loadtest.py

Source:loadtest.py

...41                'avg_response_time': value.avg_response_time,42                'max_response_time': value.max_response_time,43                'response_times': value.response_times,44                'response_time_percentiles': {45                    55: value.get_response_time_percentile(0.55),46                    65: value.get_response_time_percentile(0.65),47                    75: value.get_response_time_percentile(0.75),48                    85: value.get_response_time_percentile(0.85),49                    95: value.get_response_time_percentile(0.95)50                },51                'total_rps': value.total_rps,52                'total_rpm': value.total_rps * 6053            }54        for id, error in runners.locust_runner.errors.items():55            error_dict = error.to_dict()56            locust_task_name = '{0}_{1}'.format(error_dict['method'], error_dict['name'])57            statistics['failures'][locust_task_name] = error_dict58        return statistics59    def sig_term_handler(self, signum, frame):60        logger.info("Received sigterm, exiting")61        logger.info(json.dumps(self.stats()))62        sys.exit(0)63    def sig_alarm_handler(self, signum, frame):...

__init__.py

Source:__init__.py

...14def do_checks(environment, **kwargs):15    if isinstance(environment.runner, WorkerRunner):16        return17    stats = environment.runner.stats.total18    percentile_90 = stats.get_response_time_percentile(0.90)19    percentile_95 = stats.get_response_time_percentile(0.95)20    percentile_99 = stats.get_response_time_percentile(0.99)21    RPS = stats.total_rps22    fail_ratio = stats.fail_ratio23    kpis_config = readKPIsConfig(os.environ.get("LOCUST_LOCUSTFILE"))24    check_rps = kpis_config.get('requests_per_second') 25    check_fail_ratio = kpis_config.get('fail_ratio_allowed') 26    check_response_time_90_percentile = kpis_config.get('response_time_percentile_90_milliseconds')27    check_response_time_95_percentile = kpis_config.get('response_time_percentile_95_milliseconds')28    check_response_time_99_percentile = kpis_config.get('response_time_percentile_99_milliseconds')29    validate_metric_goal(environment, percentile_90, check_response_time_90_percentile, "90% percentile (ms)")30    validate_metric_goal(environment, percentile_95, check_response_time_95_percentile, "95% percentile (ms)")31    validate_metric_goal(environment, percentile_99, check_response_time_99_percentile, "99% percentile (ms)")32    validate_rps(environment, RPS, check_rps, "Requests per second")33    validate_metric_goal(environment, fail_ratio, check_fail_ratio, "Fail ratio")34    KPIsresult = validateTestRunResult(environment.process_exit_code)

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.