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How to use get_criterion_parameters method in yandex-tank

Best Python code snippet using yandex-tank

cumulative_criterions.py

Source:cumulative_criterions.py

...86        return total_responses87    def get_rc(self):88        return 2589    def explain(self):90        items = self.get_criterion_parameters()91        explanation = "%(ratio).2f%% responses times higher than %(limit)sms for %(seconds_count)ss " \92            "since: %(since_time)s" % items93        if self.tag:94            explanation = explanation + " for tag %(tag)s" % items95        return explanation96    def get_criterion_parameters(self):97        parameters = {98            'ratio': self.total_fail_ratio * 100,99            'limit': self.rt_limit / 1000,100            'seconds_count': self.window_size,101            'since_time': self.cause_second[0]["ts"],102            'tag': self.tag103        }104        return parameters105    def widget_explain(self):106        items = self.get_criterion_parameters()107        return "%(ratio).2f%% times >%(limit)sms for %(seconds_count)ss" % items, self.total_fail_ratio108class TotalHTTPCodesCriterion(AbstractCriterion):109    ''' Cummulative HTTP Criterion '''110    @staticmethod111    def get_type_string():112        return 'total_http'113    def __init__(self, autostop, param_str):114        AbstractCriterion.__init__(self)115        self.seconds_count = 0116        params = param_str.split(',')117        self.codes_mask = params[0].lower()118        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))119        self.autostop = autostop120        self.data = deque()121        self.second_window = deque()122        level_str = params[1].strip()123        if level_str[-1:] == '%':124            self.level = float(level_str[:-1])125            self.is_relative = True126        else:127            self.level = int(level_str)128            self.is_relative = False129        self.seconds_limit = expand_to_seconds(params[2])130        self.tag = params[3].strip() if len(params) == 4 else None131    def notify(self, data, stat):132        matched_responses, total_responses = self.parse_data(data)133        if self.is_relative:134            if total_responses > 0:135                matched_responses = float(matched_responses) / total_responses * 100136            else:137                matched_responses = 1138        logger.debug(139            "HTTP codes matching mask %s: %s/%s", self.codes_mask,140            matched_responses, self.level)141        self.data.append(matched_responses)142        self.second_window.append((data, stat))143        if len(self.data) > self.seconds_limit:144            self.data.popleft()145            self.second_window.popleft()146        queue_len = 1147        if self.is_relative:148            queue_len = len(self.data)149        if (sum(self.data) / queue_len) >= self.level\150                and len(self.data) >= self.seconds_limit:  # yapf:disable151            self.cause_second = self.second_window[0]152            logger.debug(self.explain())153            return True154        return False155    def parse_data(self, data):156        # Parse data for specific tag if it is present157        if self.tag:158            if data["tagged"].get(self.tag):159                matched_responses = self.count_matched_codes(160                    self.codes_regex, data["tagged"][self.tag]["proto_code"]["count"])161                total_responses = data["tagged"][self.tag]["interval_real"]["len"]162            # matched_responses=0 if current tag differs from selected one163            else:164                matched_responses = 0165                total_responses = data["overall"]["interval_real"]["len"]166        # Parse data for overall167        else:168            matched_responses = self.count_matched_codes(169                self.codes_regex, data["overall"]["proto_code"]["count"])170            total_responses = data["overall"]["interval_real"]["len"]171        return matched_responses, total_responses172    def get_rc(self):173        return 26174    def get_level_str(self):175        ''' format level str '''176        if self.is_relative:177            level_str = str(self.level) + "%"178        else:179            level_str = self.level180        return level_str181    def explain(self):182        items = self.get_criterion_parameters()183        explanation = "%(code)s codes count higher than %(level)s for %(seconds_limit)ss, since %(since_time)s" % items184        if self.tag:185            explanation = explanation + " for tag %(tag)s" % items186        return explanation187    def get_criterion_parameters(self):188        parameters = {189            'code': self.codes_mask,190            'level': self.get_level_str(),191            'seconds_limit': self.seconds_limit,192            'since_time': self.cause_second[0]["ts"],193            'tag': self.tag194        }195        return parameters196    def widget_explain(self):197        items = self.get_criterion_parameters()198        explanation = "HTTP %(code)s>%(level)s for %(seconds_limit)ss" % items199        if self.is_relative:200            return explanation, sum(self.data)201        return explanation, 1.0202class TotalNetCodesCriterion(AbstractCriterion):203    ''' Cummulative Net Criterion '''204    @staticmethod205    def get_type_string():206        return 'total_net'207    def __init__(self, autostop, param_str):208        AbstractCriterion.__init__(self)209        self.seconds_count = 0210        params = param_str.split(',')211        self.codes_mask = params[0].lower()212        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))213        self.autostop = autostop214        self.data = deque()215        self.second_window = deque()216        level_str = params[1].strip()217        if level_str[-1:] == '%':218            self.level = float(level_str[:-1])219            self.is_relative = True220        else:221            self.level = int(level_str)222            self.is_relative = False223        self.seconds_limit = expand_to_seconds(params[2])224        self.tag = params[3].strip() if len(params) == 4 else None225    def notify(self, data, stat):226        matched_responses, total_responses = self.parse_data(data)227        if self.is_relative:228            if total_responses:229                matched_responses = float(matched_responses) / total_responses * 100230                logger.debug(231                    "Net codes matching mask %s: %s%%/%s", self.codes_mask,232                    round(matched_responses, 2), self.get_level_str())233            else:234                matched_responses = 1235        else:236            logger.debug(237                "Net codes matching mask %s: %s/%s", self.codes_mask,238                matched_responses, self.get_level_str())239        self.data.append(matched_responses)240        self.second_window.append((data, stat))241        if len(self.data) > self.seconds_limit:242            self.data.popleft()243            self.second_window.popleft()244        queue_len = 1245        if self.is_relative:246            queue_len = len(self.data)247        if (sum(self.data) / queue_len) >= self.level\248                and len(self.data) >= self.seconds_limit:  # yapf:disable249            self.cause_second = self.second_window[0]250            logger.debug(self.explain())251            return True252        return False253    def parse_data(self, data):254        # Count data for specific tag if it's present255        if self.tag:256            if data["tagged"].get(self.tag):257                codes = data["tagged"][self.tag]["net_code"]["count"].copy()258                if '0' in codes:259                    codes.pop('0')260                matched_responses = self.count_matched_codes(self.codes_regex, codes)261                total_responses = data["tagged"][self.tag]["interval_real"]["len"]262            # matched_responses=0 if current tag differs from selected one263            else:264                matched_responses = 0265                total_responses = data["overall"]["interval_real"]["len"]266        # Count data for overall267        else:268            codes = data["overall"]["net_code"]["count"].copy()269            if '0' in codes:270                codes.pop('0')271            matched_responses = self.count_matched_codes(self.codes_regex, codes)272            total_responses = data["overall"]["interval_real"]["len"]273        return matched_responses, total_responses274    def get_rc(self):275        return 27276    def get_level_str(self):277        ''' format level str '''278        if self.is_relative:279            level_str = str(self.level) + "%"280        else:281            level_str = str(self.level)282        return level_str283    def explain(self):284        items = self.get_criterion_parameters()285        explanation = "%(code)s net codes count higher than %(level)s for %(seconds_limit)ss, since %(since_time)s" \286            % items287        if self.tag:288            explanation = explanation + " for tag %(tag)s" % items289        return explanation290    def get_criterion_parameters(self):291        parameters = {292            'code': self.codes_mask,293            'level': self.get_level_str(),294            'seconds_limit': self.seconds_limit,295            'since_time': self.cause_second[0]["ts"],296            'tag': self.tag297        }298        return parameters299    def widget_explain(self):300        items = self.get_criterion_parameters()301        explanation = "Net %(code)s>%(level)s for %(seconds_limit)ss" % items302        if self.is_relative:303            return explanation, sum(self.data)304        return explanation, 1.0305class TotalNegativeHTTPCodesCriterion(AbstractCriterion):306    ''' Reversed HTTP Criterion '''307    @staticmethod308    def get_type_string():309        return 'negative_http'310    def __init__(self, autostop, param_str):311        AbstractCriterion.__init__(self)312        self.seconds_count = 0313        params = param_str.split(',')314        self.codes_mask = params[0].lower()315        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))316        self.autostop = autostop317        self.data = deque()318        self.second_window = deque()319        level_str = params[1].strip()320        if level_str[-1:] == '%':321            self.level = float(level_str[:-1])322            self.is_relative = True323        else:324            self.level = int(level_str)325            self.is_relative = False326        self.seconds_limit = expand_to_seconds(params[2])327        self.tag = params[3].strip() if len(params) == 4 else None328    def notify(self, data, stat):329        matched_responses, total_responses = self.parse_data(data)330        if self.is_relative:331            if total_responses:332                matched_responses = float(matched_responses) / total_responses * 100333                matched_responses = 100 - matched_responses334            else:335                matched_responses = 1336            logger.debug(337                "HTTP codes matching mask not %s: %s/%s", self.codes_mask,338                round(matched_responses, 1), self.level)339        else:340            matched_responses = (341                total_responses - matched_responses)342            logger.debug(343                "HTTP codes matching mask not %s: %s/%s", self.codes_mask,344                matched_responses, self.level)345        self.data.append(matched_responses)346        self.second_window.append((data, stat))347        if len(self.data) > self.seconds_limit:348            self.data.popleft()349            self.second_window.popleft()350        queue_len = 1351        if self.is_relative:352            queue_len = len(self.data)353        if (sum(self.data) / queue_len) >= self.level\354                and len(self.data) >= self.seconds_limit:  # yapf:disable355            self.cause_second = self.second_window[0]356            logger.debug(self.explain())357            return True358        return False359    def parse_data(self, data):360        # Parse data for specific tag if it is present361        if self.tag:362            if data["tagged"].get(self.tag):363                matched_responses = self.count_matched_codes(364                    self.codes_regex, data["tagged"][self.tag]["proto_code"]["count"])365                total_responses = data["tagged"][self.tag]["interval_real"]["len"]366            # matched_responses=0 if current tag differs from selected one367            else:368                matched_responses = 0369                total_responses = data["overall"]["interval_real"]["len"]370        # Parse data for overall371        else:372            matched_responses = self.count_matched_codes(373                self.codes_regex, data["overall"]["proto_code"]["count"])374            total_responses = data["overall"]["interval_real"]["len"]375        return matched_responses, total_responses376    def get_rc(self):377        return 28378    def get_level_str(self):379        ''' format level str'''380        if self.is_relative:381            level_str = str(self.level) + "%"382        else:383            level_str = self.level384        return level_str385    def explain(self):386        items = self.get_criterion_parameters()387        explanation = "Not %(code)s codes count higher than %(level)s for %(seconds_limit)ss, since %(since_time)s" % items388        if self.tag:389            explanation = explanation + " for tag %(tag)s" % items390        return explanation391    def get_criterion_parameters(self):392        parameters = {393            'code': self.codes_mask,394            'level': self.get_level_str(),395            'seconds_limit': self.seconds_limit,396            'since_time': self.cause_second[0]["ts"],397            'tag': self.tag398        }399        return parameters400    def widget_explain(self):401        items = self.get_criterion_parameters()402        explanation = "HTTP not %(code)s>%(level)s for %(seconds_limit)ss" % items403        if self.is_relative:404            return explanation, sum(self.data)405        return explanation, 1.0406class TotalNegativeNetCodesCriterion(AbstractCriterion):407    ''' Reversed NET Criterion '''408    @staticmethod409    def get_type_string():410        return 'negative_net'411    def __init__(self, autostop, param_str):412        AbstractCriterion.__init__(self)413        self.seconds_count = 0414        params = param_str.split(',')415        self.codes_mask = params[0].lower()416        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))417        self.autostop = autostop418        self.data = deque()419        self.second_window = deque()420        level_str = params[1].strip()421        if level_str[-1:] == '%':422            self.level = float(level_str[:-1])423            self.is_relative = True424        else:425            self.level = int(level_str)426            self.is_relative = False427        self.seconds_limit = expand_to_seconds(params[2])428        self.tag = params[3].strip() if len(params) == 4 else None429    def notify(self, data, stat):430        matched_responses, total_responses = self.parse_data(data)431        if self.is_relative:432            if total_responses:433                matched_responses = float(matched_responses) / total_responses * 100434                matched_responses = 100 - matched_responses435            else:436                matched_responses = 1437            logger.debug(438                "Net codes matching mask not %s: %s/%s", self.codes_mask,439                round(matched_responses, 1), self.level)440        else:441            matched_responses = (442                total_responses - matched_responses)443            logger.debug(444                "Net codes matching mask not %s: %s/%s", self.codes_mask,445                matched_responses, self.level)446        self.data.append(matched_responses)447        self.second_window.append((data, stat))448        if len(self.data) > self.seconds_limit:449            self.data.popleft()450            self.second_window.popleft()451        queue_len = 1452        if self.is_relative:453            queue_len = len(self.data)454        if (sum(self.data) / queue_len) >= self.level \455                and len(self.data) >= self.seconds_limit:  # yapf:disable456            self.cause_second = self.second_window[0]457            logger.debug(self.explain())458            return True459        return False460    def parse_data(self, data):461        # Count data for specific tag if it's present462        if self.tag:463            if data["tagged"].get(self.tag):464                codes = data["tagged"][self.tag]["net_code"]["count"].copy()465                if '0' in codes:466                    codes.pop('0')467                matched_responses = self.count_matched_codes(self.codes_regex, codes)468                total_responses = data["tagged"][self.tag]["interval_real"]["len"]469            # matched_responses=0 if current tag differs from selected one470            else:471                matched_responses = 0472                total_responses = data["overall"]["interval_real"]["len"]473        # Count data for overall474        else:475            codes = data["overall"]["net_code"]["count"].copy()476            if '0' in codes:477                codes.pop('0')478            matched_responses = self.count_matched_codes(self.codes_regex, codes)479            total_responses = data["overall"]["interval_real"]["len"]480        return matched_responses, total_responses481    def get_rc(self):482        return 29483    def get_level_str(self):484        ''' format level str'''485        if self.is_relative:486            level_str = str(self.level) + "%"487        else:488            level_str = self.level489        return level_str490    def explain(self):491        items = self.get_criterion_parameters()492        explanation = "Not %(code)s codes count higher than %(level)s for %(seconds_limit)ss, since %(since_time)s"\493            % items494        if self.tag:495            explanation = explanation + " for tag %(tag)s" % items496        return explanation497    def get_criterion_parameters(self):498        parameters = {499            'code': self.codes_mask,500            'level': self.get_level_str(),501            'seconds_limit': self.seconds_limit,502            'since_time': self.cause_second[0]["ts"],503            'tag': self.tag504        }505        return parameters506    def widget_explain(self):507        items = self.get_criterion_parameters()508        explanation = "Net not %(code)s>%(level)s for %(seconds_limit)ss" % items509        if self.is_relative:510            return explanation, sum(self.data)511        return explanation, 1.0512class TotalHTTPTrendCriterion(AbstractCriterion):513    ''' HTTP Trend Criterion '''514    @staticmethod515    def get_type_string():516        return 'http_trend'517    def __init__(self, autostop, param_str):518        AbstractCriterion.__init__(self)519        self.seconds_count = 0520        params = param_str.split(',')521        self.codes_mask = params[0].lower()522        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))523        self.autostop = autostop524        self.tangents = deque()525        self.second_window = deque()526        self.total_tan = float()527        self.tangents.append(0)528        self.last = 0529        self.seconds_limit = expand_to_seconds(params[1])530        self.measurement_error = float()531        self.tag = params[2].strip() if len(params) == 3 else None532    def notify(self, data, stat):533        matched_responses = self.parse_data(data)534        self.tangents.append(matched_responses - self.last)535        self.second_window.append((data, stat))536        self.last = matched_responses537        if len(self.tangents) > self.seconds_limit:538            self.tangents.popleft()539            self.second_window.popleft()540        self.measurement_error = self.calc_measurement_error(self.tangents)541        self.total_tan = float(sum(self.tangents) / len(self.tangents))542        logger.debug(543            "Last trend for http codes %s: %.2f +/- %.2f", self.codes_mask,544            self.total_tan, self.measurement_error)545        if self.total_tan + self.measurement_error < 0:546            self.cause_second = self.second_window[0]547            logger.debug(self.explain())548            return True549        return False550    def parse_data(self, data):551        # Count data for specific tag if it's present552        if self.tag:553            if data["tagged"].get(self.tag):554                matched_responses = self.count_matched_codes(555                    self.codes_regex, data["tagged"][self.tag]["proto_code"]["count"])556            # matched_responses=0 if current tag differs from selected one557            else:558                matched_responses = 0559        # Count data for overall if it's present560        else:561            matched_responses = self.count_matched_codes(562                self.codes_regex, data["overall"]["proto_code"]["count"])563        return matched_responses564    def calc_measurement_error(self, tangents):565        '''566        formula for measurement error567        sqrt ( (sum(1, n, (k_i - <k>)**2) / (n*(n-1)))568        '''569        if len(tangents) < 2:570            return 0.0571        avg_tan = float(sum(tangents) / len(tangents))572        numerator = float()573        for i in tangents:574            numerator += (i - avg_tan) * (i - avg_tan)575        return math.sqrt(numerator / len(tangents) / (len(tangents) - 1))576    def get_rc(self):577        return 30578    def explain(self):579        items = self.get_criterion_parameters()580        return "Last trend for %(code)s http codes " \581            "is %(total_tan).2f +/- %(measurement_err).2f for %(seconds_limit)ss, since %(since_time)s" % items582    def get_criterion_parameters(self):583        parameters = {584            'code': self.codes_mask,585            'total_tan': self.total_tan,586            'measurement_err': self.measurement_error,587            'seconds_limit': self.seconds_limit,588            'since_time': self.cause_second[0]["ts"],589            'tag': self.tag590        }591        return parameters592    def widget_explain(self):593        items = self.get_criterion_parameters()594        return "HTTP(%(code)s) trend is %(total_tan).2f +/- %(measurement_err).2f < 0 for %(seconds_limit)ss" % items, 1.0595class QuantileOfSaturationCriterion(AbstractCriterion):596    ''' Quantile of Saturation Criterion597        example: qsat(50ms, 3m, 10%) '''598    @staticmethod599    def get_type_string():600        return 'qsat'601    def __init__(self, autostop, param_str):602        AbstractCriterion.__init__(self)603        raise NotImplementedError604    #     self.autostop = autostop605    #     self.data = deque()606    #     self.second_window = deque()607    #     params = param_str.split(',')...

criterions.py

Source:criterions.py

...49        return rt_total, requests_number50    def get_rc(self):51        return self.RC_TIME52    def explain(self):53        items = self.get_criterion_parameters()54        explanation = "Average response time higher than %(limit)sms for %(seconds_count)ss, since %(since_time)s" % items55        if self.tag:56            explanation = explanation + " for tag %(tag)s" % items57        return explanation58    def get_criterion_parameters(self):59        parameters = {60            'limit': self.rt_limit,61            'seconds_count': self.seconds_count,62            'seconds_limit': self.seconds_limit,63            'since_time': self.cause_second[0]["ts"],64            'tag': self.tag65        }66        return parameters67    def widget_explain(self):68        items = self.get_criterion_parameters()69        return "Avg Time >%(limit)sms for %(seconds_count)s/%(seconds_limit)ss" % items, \70            float(self.seconds_count) / self.seconds_limit71class HTTPCodesCriterion(AbstractCriterion):72    """ HTTP codes criterion """73    @staticmethod74    def get_type_string():75        return 'http'76    def __init__(self, autostop, param_str):77        AbstractCriterion.__init__(self)78        self.seconds_count = 079        params = param_str.split(',')80        self.codes_mask = params[0].lower()81        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))82        self.autostop = autostop83        level_str = params[1].strip()84        if level_str[-1:] == '%':85            self.level = float(level_str[:-1]) / 10086            self.is_relative = True87        else:88            self.level = int(level_str)89            self.is_relative = False90        self.seconds_limit = expand_to_seconds(params[2])91        self.tag = params[3].strip() if len(params) == 4 else None92    def notify(self, data, stat):93        matched_responses, total_responses = self.parse_data(data)94        if self.is_relative:95            if total_responses:96                matched_responses = float(matched_responses) / total_responses97            else:98                matched_responses = 099        logger.debug("HTTP codes matching mask %s: %s/%s", self.codes_mask, matched_responses, self.level)100        if matched_responses >= self.level:101            if not self.seconds_count:102                self.cause_second = (data, stat)103            logger.debug(self.explain())104            self.seconds_count += 1105            self.autostop.add_counting(self)106            if self.seconds_count >= self.seconds_limit:107                return True108        else:109            self.seconds_count = 0110        return False111    def parse_data(self, data):112        # Parse data for specific tag113        if self.tag:114            if data["tagged"].get(self.tag):115                total_responses = data["tagged"][self.tag]["interval_real"]["len"]116                matched_responses = self.count_matched_codes(117                    self.codes_regex, data["tagged"][self.tag]["proto_code"]["count"])118            # matched_responses=0 if current tag differs from selected one119            else:120                matched_responses = 0121                total_responses = data["overall"]["interval_real"]["len"]122        # Parse data for overall123        else:124            matched_responses = self.count_matched_codes(self.codes_regex, data["overall"]["proto_code"]["count"])125            total_responses = data["overall"]["interval_real"]["len"]126        return matched_responses, total_responses127    def get_rc(self):128        return self.RC_HTTP129    def get_level_str(self):130        """ format level str """131        if self.is_relative:132            level_str = str(100 * self.level) + "%"133        else:134            level_str = self.level135        return level_str136    def explain(self):137        items = self.get_criterion_parameters()138        explanation = "%(code)s codes count higher than %(level)s for %(seconds_count)ss, since %(since_time)s" % items139        if self.tag:140            explanation = explanation + " for tag %(tag)s" % items141        return explanation142    def get_criterion_parameters(self):143        parameters = {144            'code': self.codes_mask,145            'level': self.get_level_str(),146            'seconds_count': self.seconds_count,147            'seconds_limit': self.seconds_limit,148            'since_time': self.cause_second[0].get('ts'),149            'tag': self.tag150        }151        return parameters152    def widget_explain(self):153        items = self.get_criterion_parameters()154        return "HTTP %(code)s>%(level)s for %(seconds_count)s/%(seconds_limit)ss" % items, \155            float(self.seconds_count) / self.seconds_limit156class NetCodesCriterion(AbstractCriterion):157    """ Net codes criterion """158    @staticmethod159    def get_type_string():160        return 'net'161    def __init__(self, autostop, param_str):162        AbstractCriterion.__init__(self)163        self.seconds_count = 0164        params = param_str.split(',')165        self.codes_mask = params[0].lower()166        self.codes_regex = re.compile(self.codes_mask.replace("x", '.'))167        self.autostop = autostop168        level_str = params[1].strip()169        if level_str[-1:] == '%':170            self.level = float(level_str[:-1]) / 100171            self.is_relative = True172        else:173            self.level = int(level_str)174            self.is_relative = False175        self.seconds_limit = expand_to_seconds(params[2])176        self.tag = params[3].strip() if len(params) == 4 else None177    def notify(self, data, stat):178        matched_responses, total_responses = self.parse_data(data)179        if self.is_relative:180            if total_responses:181                matched_responses = float(matched_responses) / total_responses182            else:183                matched_responses = 0184        logger.debug("Net codes matching mask %s: %s/%s", self.codes_mask, matched_responses, self.level)185        if matched_responses >= self.level:186            if not self.seconds_count:187                self.cause_second = (data, stat)188            logger.debug(self.explain())189            self.seconds_count += 1190            self.autostop.add_counting(self)191            if self.seconds_count >= self.seconds_limit:192                return True193        else:194            self.seconds_count = 0195        return False196    def parse_data(self, data):197        # Count data for specific tag if it's present198        if self.tag:199            if data["tagged"].get(self.tag):200                total_responses = data["tagged"][self.tag]["interval_real"]["len"]201                code_count = data["tagged"][self.tag]["net_code"]["count"]202                codes = copy.deepcopy(code_count)203                if '0' in codes:204                    codes.pop('0')205                matched_responses = self.count_matched_codes(self.codes_regex, codes)206            # matched_responses=0 if current tag differs from selected one207            else:208                matched_responses = 0209                total_responses = data["overall"]["interval_real"]["len"]210        # Count data for overall211        else:212            code_count = data["overall"]["net_code"]["count"]213            total_responses = data["overall"]["interval_real"]["len"]214            codes = copy.deepcopy(code_count)215            if '0' in codes:216                codes.pop('0')217            matched_responses = self.count_matched_codes(self.codes_regex, codes)218        return matched_responses, total_responses219    def get_rc(self):220        return self.RC_NET221    def get_level_str(self):222        """ format level str """223        if self.is_relative:224            level_str = str(100 * self.level) + "%"225        else:226            level_str = self.level227        return level_str228    def explain(self):229        items = self.get_criterion_parameters()230        explanation = "%(code)s net codes count higher than %(level)s for %(seconds_count)ss, since %(since_time)s" \231                      % items232        if self.tag:233            explanation = explanation + " for tag %(tag)s" % items234        return explanation235    def get_criterion_parameters(self):236        parameters = {237            'code': self.codes_mask,238            'level': self.get_level_str(),239            'seconds_count': self.seconds_count,240            'seconds_limit': self.seconds_limit,241            'since_time': self.cause_second[0].get("ts"),242            'tag': self.tag243        }244        return parameters245    def widget_explain(self):246        items = self.get_criterion_parameters()247        return "Net %(code)s>%(level)s for %(seconds_count)s/%(seconds_limit)ss" % items, \248            float(self.seconds_count) / self.seconds_limit249class QuantileCriterion(AbstractCriterion):250    """ quantile criterion """251    @staticmethod252    def get_type_string():253        return 'quantile'254    def __init__(self, autostop, param_str):255        AbstractCriterion.__init__(self)256        self.seconds_count = 0257        params = param_str.split(',')258        self.quantile = float(params[0])259        self.rt_limit = expand_to_milliseconds(params[1])260        self.seconds_limit = expand_to_seconds(params[2])261        self.autostop = autostop262        self.tag = params[3].strip() if len(params) == 4 else None263    def notify(self, data, stat):264        quantiles = self.parse_data(data)265        logger.debug('Autostop quantiles for ts %s: %s', data['ts'], quantiles)266        if self.quantile not in quantiles.keys():267            logger.warning("No quantile %s in %s", self.quantile, quantiles)268        if self.quantile in quantiles.keys() and quantiles[self.quantile] / 1000.0 > self.rt_limit:269            if not self.seconds_count:270                self.cause_second = (data, stat)271            self.seconds_count += 1272            logger.debug(self.explain())273            self.autostop.add_counting(self)274            if self.seconds_count >= self.seconds_limit:275                return True276        else:277            self.seconds_count = 0278        return False279    def parse_data(self, data):280        # Parse data for specific tag281        if self.tag:282            if data["tagged"].get(self.tag):283                quantile_values = data["tagged"][self.tag]["interval_real"]["q"]["value"]284            # quantile_values empty if current tag differs from selected one285            else:286                quantile_values = []287        # Parse data for overall288        else:289            quantile_values = data["overall"]["interval_real"]["q"]["value"]290        quantiles = dict(zip(data["overall"]["interval_real"]["q"]["q"], quantile_values))291        return quantiles292    def get_rc(self):293        return self.RC_TIME294    def explain(self):295        items = self.get_criterion_parameters()296        explanation = "Percentile %(percentile)s higher than %(limit)sms for %(seconds_count)ss, since %(since_time)s" \297            % items298        if self.tag:299            explanation = explanation + " for tag %(tag)s" % items300        return explanation301    def get_criterion_parameters(self):302        parameters = {303            'percentile': self.quantile,304            'limit': self.rt_limit,305            'seconds_count': self.seconds_count,306            'seconds_limit': self.seconds_limit,307            'since_time': self.cause_second[0].get("ts"),308            'tag': self.tag309        }310        return parameters311    def widget_explain(self):312        items = self.get_criterion_parameters()313        return "%(percentile)s%% >%(limit)sms for %(seconds_count)s/%(seconds_limit)ss" % items, \314            float(self.seconds_count) / self.seconds_limit315class SteadyCumulativeQuantilesCriterion(AbstractCriterion):316    """ quantile criterion """317    @staticmethod318    def get_type_string():319        return 'steady_cumulative'320    def __init__(self, autostop, param_str):321        raise NotImplementedError322        AbstractCriterion.__init__(self)323        self.seconds_count = 0324        self.quantile_hash = ""325        self.seconds_limit = expand_to_seconds(param_str.split(',')[0])326        self.autostop = autostop327    def notify(self, data, stat):328        quantiles = dict(329            zip(data["overall"]["q"]["q"], data["overall"]["q"]["values"]))330        quantile_hash = json.dumps(quantiles)331        logging.debug("Cumulative quantiles hash: %s", quantile_hash)332        if self.quantile_hash == quantile_hash:333            if not self.seconds_count:334                self.cause_second = (data, stat)335            logger.debug(self.explain())336            self.seconds_count += 1337            self.autostop.add_counting(self)338            if self.seconds_count >= self.seconds_limit:339                return True340        else:341            self.seconds_count = 0342        self.quantile_hash = quantile_hash343        return False344    def get_rc(self):345        return self.RC_STEADY346    def explain(self):347        items = self.get_criterion_parameters()348        return "Cumulative percentiles are steady for %ss, since %s" % items349    def get_criterion_parameters(self):350        parameters = (351            self.seconds_count, self.cause_second[0]["ts"])352        return parameters353    def widget_explain(self):354        items = (self.seconds_count, self.seconds_limit)355        return "Steady for %s/%ss" % items, float(356            self.seconds_count) / self.seconds_limit357class TimeLimitCriterion(AbstractCriterion):358    """ time limit criterion """359    @staticmethod360    def get_type_string():361        return 'limit'362    def __init__(self, autostop, param_str):363        AbstractCriterion.__init__(self)364        self.start_time = time.time()365        self.end_time = time.time()366        self.time_limit = expand_to_seconds(param_str)367    def notify(self, data, stat):368        self.end_time = time.time()369        return (self.end_time - self.start_time) > self.time_limit370    def get_rc(self):371        return self.RC_TIME372    def explain(self):373        return "Test time elapsed. Limit: %(limit)ss, actual time: %(actual)ss" % self.get_criterion_parameters()374    def get_criterion_parameters(self):375        parameters = {376            'limit': self.time_limit,377            'actual': self.end_time - self.start_time378        }379        return parameters380    def widget_explain(self):...

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