KaneAI - World’s First E2E Software Testing Agent.Book a Demo Join TestMu Conference

How to use _get_list_avg method in autotest

Best Python code snippet using autotest_python

regression.py

Source:regression.py

...167            else:168                if len(s1[line][0]) < 2:169                    continue170                for col in range(len(s1[line])):171                    avg1 = self._get_list_avg(s1[line][col])172                    avg2 = self._get_list_avg(s2[line][col])173                    sample1 = np.array(s1[line][col])174                    sample2 = np.array(s2[line][col])175                    warnings.simplefilter("ignore", RuntimeWarning)176                    if (paired):177                        (t, p) = stats.ttest_rel(sample1, sample2)178                    else:179                        (t, p) = stats.ttest_ind(sample1, sample2)180                    flag = "+"181                    if float(avg1) > float(avg2):182                        flag = "-"183                    tmp.append(flag + "%.3f" % (1 - p))184                tmp = "|".join(tmp)185            ret.append(tmp)186        return ret187    def _get_rate(self, data):188        """ num2 / num1 * 100 """189        result = "0.0"190        if len(data) == 2 and float(data[0]) != 0:191            result = float(data[1]) / float(data[0]) * 100192            if result < 1:193                result = "%.2f%%" % result194            else:195                result = "%.0f%%" % result196        return result197    def _get_augment_rate(self, data):198        """ (num2 - num1) / num1 * 100 """199        result = "+0.0"200        if len(data) == 2 and float(data[0]) != 0:201            result = "%+.3f%%" % ((float(data[1]) - float(data[0])) /202                                  float(data[0]) * 100)203        return result204    def _get_list_sd(self, data):205        """206        sumX = x1 + x2 + ... + xn207        avgX = sumX / n208        sumSquareX = x1^2 + ... + xn^2209        SD = sqrt([sumSquareX - (n * (avgX ^ 2))] / (n - 1))210        """211        sum = sqsum = 0212        n = len(data)213        for i in data:214            sum += float(i)215            sqsum += float(i) ** 2216        avg = sum / n217        if avg == 0 or n == 1 or sqsum - (n * avg ** 2) <= 0:218            return "0.0"219        return "%.3f" % (((sqsum - (n * avg ** 2)) / (n - 1)) ** 0.5)220    def _get_list_avg(self, data):221        """ Compute the average of list entries """222        sum = 0223        for i in data:224            sum += float(i)225        if is_int(str(data[0])):226            return "%d" % (sum / len(data))227        return "%.2f" % (sum / len(data))228    def _get_list_self(self, data):229        """ Use this to convert sample dicts """230        return data231    def _process_lines(self, files_dict, row, func, avg_update, merge):232        """ Use unified function to process same lines of different samples """233        lines = []234        ret = []...

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.