How to use history_list method in stestr

Best Python code snippet using stestr_python

firebase.py

Source:firebase.py

1import time2import datetime3import csv4import copy5import threading6import firebase_admin7from firebase_admin import credentials8from firebase_admin import db9from firebase_admin import auth10import requests11from bs4 import BeautifulSoup12import re13class Firebase:14    def __init__(self):15        self.JST = datetime.timezone(datetime.timedelta(hours =+ 9), 'JST')16        self.TERMINAL = {  3 : 'ç²¾ç®æ©',17                           4 : 'æºå¸¯ç«¯æ«',18                           5 : 'è»è¼ç«¯æ«',19                           7 : 'å¸å£²æ©',20                           8 : 'å¸å£²æ©',21                           9 : 'å¥éæ©',22                          18 : 'å¸å£²æ©',23                          20 : 'å¸å£²æ©ç',24                          21 : 'å¸å£²æ©ç',25                          22 : 'æ¹ææ©',26                          23 : 'ç°¡ææ¹ææ©',27                          24 : 'çªå£ç«¯æ«',28                          25 : 'çªå£ç«¯æ«',29                          26 : 'æ¹æç«¯æ«',30                          27 : 'æºå¸¯é»è©±',31                          28 : 'ä¹ç¶ç²¾ç®æ©',32                          29 : 'é£çµ¡æ¹ææ©',33                          31 : 'ç°¡æå¥éæ©',34                          70 : 'VIEW ALTTE',35                          72 : 'VIEW ALTTE',36                         199 : 'ç©è²©ç«¯æ«',37                         200 : 'èªè²©æ©'}38        self.parseCSV()39        self.cred = credentials.Certificate('./nfc-history-firebase-adminsdk.json')40        firebase_admin.initialize_app(self.cred, {41            'databaseURL' : 'https://nfc-history.firebaseio.com/'42        })43        44        self.usersRef = db.reference('users/')45        self.getUsersData()46        if not isinstance(self.usersData, dict):47            self.usersData = {}48        49        self.devicesRef = db.reference('devices')50        self.getDevicesData()51        if not isinstance(self.devicesData, dict):52            self.devicesData = {}53        54    def __del__(self):55        self.updateDB()56    57    def __threadInit(self):58        self.thread = threading.Thread(target = self.__run)59        self.thread.daemon = True60        self.thread.start()61    62    def __run(self):63        thread = threading.Timer(10, __run)64        thread.start()65        66        self.refreshDB()67    68    def parseCSV(self):69        file = open('./StationCode.csv', 'r')70        71        dataReader = csv.reader(file)72        self.stationInfo = {}73        array = []74        ar = []75        header = next(dataReader)76        77        for row in dataReader:78            if not row[0] in array:79                array.append(row[0])80                self.stationInfo[int(row[0])] = {}81                ar = []82            if not row[1] in ar:83                ar.append(row[1])84                self.stationInfo[int(row[0])][int(row[1])] = {}85            self.stationInfo[int(row[0])][int(row[1])][int(row[2])] = {86                'CompanyName' : row[3],87                'LineName' : row[4],88                'StationName' : row[5]89            }90        91        file.close()92    93    def updateDB(self):94        self.usersRef.update(self.usersData)95        self.devicesRef.update(self.devicesData)96    97    def refreshDB(self):98        #self.updateDB()99        self.getUsersData()100        self.getDevicesData()101        102    def getUsersData(self):103        self.usersData = copy.deepcopy(self.usersRef.get())104    105    def getDevicesData(self):106        self.devicesData = copy.deepcopy(self.devicesRef.get())107    108    def setChipID(self, chipID, email):109        self.refreshDB()110        if not chipID in self.devicesData:111            user = auth.get_user_by_email(email)112            print(user.uid)113            self.devicesData[chipID] = user.uid114            self.updateDB()115        116    def updateBalance(self, chipID, idm, balance):117        self.refreshDB()118        uid = self.devicesData[chipID]119        120        if not uid in self.usersData:121            self.usersData[uid] = {}122        if not 'card_info' in self.usersData[uid]:123            self.usersData[uid]['card_info'] = {}124        if not idm in self.usersData[uid]['card_info']:125            self.usersData[uid]['card_info'][idm] = {}126            if not 'card_list' in self.usersData[uid]:127                self.usersData[uid]['cars_list'] = []128            self.usersData[uid]['card_list'].append(idm)129        if not 'info' in self.usersData[uid]['card_info'][idm]:130            self.usersData[uid]['card_info'][idm]['info'] = {131                'balance' : 0,132                'lastUpdate' : 0,133                'read' : 0,134                'rides' : 0,135                'usage' : 0136            }137        self.usersData[uid]['card_info'][idm]['info']['balance'] = balance138        self.usersData[uid]['card_info'][idm]['info']['lastUpdate'] = datetime.datetime.fromtimestamp(time.time(), self.JST).strftime("%Y/%m/%d %H:%M:%S")139        self.usersData[uid]['card_info'][idm]['info']['read'] += 1140        self.updateDB()141    142    def updateHistory(self, chipID, idm, history):143        self.refreshDB()144        uid = self.devicesData[chipID]145        146        if not 'history_arry' in self.usersData[uid]['card_info'][idm]:147            self.usersData[uid]['card_info'][idm]['history_arry'] = []148        149        if not str(history) in self.usersData[uid]['card_info'][idm]['history_arry']:150            cp_history = history151            history_list = []152            153            for i in range(16):154                history_list.append(cp_history % 0x100)155                cp_history = cp_history >> 8156                print('{:X}'.format(history_list[i]))157                158            if history_list[14] == 1:159                self.usersData[uid]['card_info'][idm]['history_arry'].append(str(history))160                terminal = self.TERMINAL[history_list[15]]161                process = 'éè³æ¯æ'162                163                year = (history_list[11] >> 1) + 2000164                month = ((history_list[11] & 1) << 3) | (history_list[10] >> 5)165                day = history_list[10] & 0b11111166                167                date = str(year) + '/' + str(month) + '/' + str(day)168                enterRegion = history_list[0] >> 6169                print(history_list[0])170                enter = self.stationInfo[enterRegion][history_list[9]][history_list[8]]['StationName']171                exitRegion = (history_list[0] >> 4) & 0b11172                exit_ = self.stationInfo[exitRegion][history_list[7]][history_list[6]]['StationName']173                usage = self.scripeUsage(enter, exit_)174                self.usersData[uid]['card_info'][idm]['info']['usage'] += usage175                self.usersData[uid]['card_info'][idm]['info']['rides'] += 1176                print(enter, exit_, usage)177                #print(date, enterRegion, exitRegion, history_list[9], history_list[8], history_list[7], history_list[6])178                if usage != -1:179                    historyInfo = {180                        'terminal' : terminal,181                        'process' : process,182                        'date' : date,183                        'enter' : enter,184                        'exit' : exit_,185                        'usage' : usage186                    }187                    if not 'history_info' in self.usersData[uid]['card_info'][idm]:188                        self.usersData[uid]['card_info'][idm]['history_info'] = []189                    self.usersData[uid]['card_info'][idm]['history_info'].insert(0, historyInfo)190                    self.updateDB()191    192    def scripeUsage(self, from_, to):193        targetUrl = "https://transit.yahoo.co.jp/search/result?from=" + from_ + "&to=" + to + "&type=5&ticket=ic&s=1"194        r = requests.get(targetUrl)195        if not r.ok:196            return -1197        soup = BeautifulSoup(r.text, 'html.parser')198        raw = soup.find(class_='fare').find(class_='mark').get_text()199        return int(re.findall('[0-9 | ,]+', raw)[0].replace(',', ''))200    201    def test(self, chipID, idm, history):202        self.testData[history] = {203            'chipID' : chipID,204            'idm' : idm205        }206        self.testRef.update(self.testData)207if __name__ == '__main__':208    firebase = Firebase()209    #firebase.updateBalance('111111', 999, str(1145141919810000))210    firebase.updateHistory('111111', str(1145141919810000), 0x160100022754A556A5AC8E0000010450)...

history_.py

Source:history_.py

1import pandas as pd2import numpy as np3import matplotlib.pyplot as plt4import seaborn as sns5import math6plt.rc('font', family='Times New Roman')7font_size = 168def plot_metric_df(history_list, task_name, val_flag='test_'):9    if 'relapse_risk' in task_name:10        metric_list = ['loss', 'f1']11    else:12        metric_list = ['r2', 'mae', 'mse']13    fig = plt.figure(figsize=(20, 4))14    L = len(metric_list)15    row = math.floor(math.sqrt(L))16    col = L / row17    for i, metric in enumerate(metric_list):18        plt.subplot(row, col, i+1)19        show_metric(history_list, metric, val_flag)20        fig.subplots_adjust(top=0.8)21    legend_labels = ['ours',22                        # 'enh_nonrelapse',23                        'ATT+MLP',24                        # 'vanilla_nonrelapse',25                        'LGB',26                        # 'lightgbm_nonrelapse',27                        'Lasso',28                        # 'lasso_nonrelapse'29                        ]30    plt.legend(labels= legend_labels,31                ncol = len(legend_labels),32                # loc='best', 33                loc='upper center', 34                fontsize=14,35                bbox_to_anchor=(-1.2, 1, 1, 0.2),36                borderaxespad = 0.,37                )38        # plt.title('{} {}'.format(task_name, metric), fontsize=font_size)39def show_metric(history_list, metrics_name, val_flag=''):40    marker_list = ['*', 'd', 's', 'x', 'o']41    metrics_name_dict = {'r2':'R-square', 'mae':'mean absolute error', 'mse':'mean squared error'}42    for m, history in enumerate(history_list):43        history_metric = history.filter(regex=r'\b{}{}\b'.format(val_flag, metrics_name))[:3000]44        plt.plot(history_metric, linestyle=':', marker=marker_list[m], linewidth=2)45    plt.xticks(range(0, 11), fontsize=font_size)46    plt.yticks(fontsize=font_size)47    plt.ylabel(metrics_name_dict[metrics_name], fontsize=font_size)48    plt.xlabel('Round', fontsize=font_size)49def plot_history_df(history_list, task_name, val_flag=''):50    if 'relapse_risk' in task_name:51        metric_list = ['loss', 'f1']52    else:53        metric_list = ['loss', 'r2']54    plt.figure(figsize=(12, 4))55    L = len(metric_list)56    row = math.floor(math.sqrt(L))57    col = L / row58    for i, metric in enumerate(metric_list):59        plt.subplot(row, col, i+1)60        show_history(history_list, metric, val_flag)61        plt.legend(labels=['attention', 'attention+mlp', 'attention+label corrected',62                           'attention+mlp+label corrected(ours)', 'mlp', 'mlp+label corrected'],63                   fontsize=14)64        # plt.title('{} {}'.format(metric, task_name), fontsize=font_size)65def show_history(history_list, metrics_name, val_flag=''):66    marker_list = ['^', 'd', 's', '*', 'x', 'o']67    for m, history in enumerate(history_list):68        history_metric = history.filter(regex=r'\b{}{}'.format(val_flag, metrics_name))[:3000]69        history_ = np.mean(history_metric, axis=1)70        len_ = history_.shape[0]71        plt.plot(history_, linewidth=2, marker=marker_list[m], markevery=200)72        plt.fill_between(range(len_), np.min(history_metric, axis=1), np.max(history_metric, axis=1), alpha=0.3)73    plt.xticks(fontsize=font_size)74    plt.yticks(fontsize=font_size)75    plt.ylabel(val_flag + metrics_name, fontsize=font_size)76    plt.xlabel('Epoch', fontsize=font_size)77def plot_history(history_list, task_name, val_flag=False):78    if task_name == 'relapse_risk':79        metric_list = ['loss', 'f1']80    else:81        metric_list = ['loss', 'r2']82    plt.figure(figsize=(12, 4))83    L = len(metric_list)84    for i, metric in enumerate(metric_list):85        plt.subplot(squrt(), L, i+1)86        show_train_history(history_list, metric)87        if val_flag:88            show_train_history(history_list, 'val_{}'.format(metric))89        plt.legend(labels=[metric, 'val_{}'.format(metric)], loc='upper left')90        plt.title('{} {}'.format(task_name, metric))91def history_save(history_list, history_name):92    history_all = pd.DataFrame([])93    for history in history_list:94        history_ = pd.DataFrame.from_dict(history.history, orient='index')95        history_all = pd.concat([history_all, history_], axis=0)96    history_all.to_csv('./hitory_{}.csv'.format(history_name))97def show_train_history(history_list, metrics_name):98    metrics_list = None99    for history in history_list:100        history_metric = pd.DataFrame(np.array(history.history[metrics_name]).reshape(1, -1))101        if metrics_list is None:102            metrics_list = history_metric103        else:104            metrics_list = pd.concat([metrics_list, history_metric], axis=0)105    # metrics = np.median(metrics_list, axis=0)106    metrics = np.mean(metrics_list, axis=0)107    plt.plot(metrics)108    plt.ylabel(metrics_name)...

07_most_recent_v4.py

Source:07_most_recent_v4.py

1"""Get data from user and store it in a list,2then display the most recent 3 entries3Final version based on trial #34Adds break loop and checks for empty list"""5# Set up empty list6history_list = []7# Get items of data and add to list8get_item = ''9while get_item != 'zz':10    get_item = input('Enter and item: ')11    if get_item == 'zz':12        break13    history_list.append(get_item)14print()15if len(history_list) == 0:16    print('History list is empty!')17else:18    # Show that everything made it to the list19    print()20    print('*** Full list ***')21    print(history_list)22    # Print items starting at the END of the list23    if len(history_list) >= 3:24        print('*** Most recent 3 ***')25        for item in range(3):26            print(history_list[len(history_list) - item - 1])27    else:28        print('*** Items from Newest to Oldest ***')29        for item in history_list:30            print(history_list[len(history_list) - history_list.index(item) -...

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