How to use _summary method in tox
Best Python code snippet using tox_python
récuperation_foot.py
Source:récuperation_foot.py 
123#Récuperation des données sur Fbref456import time78import pandas as pd9from selenium import webdriver10from selenium.webdriver.chrome.webdriver import WebDriver11from selenium.webdriver.common.by import By12from tqdm import tqdm131415#Cette fonction a pour objectif de nous amener vers la page principal,le parametre de la fonction "elt" correspond un element d'une liste de lien.1617def extraction_fbref(elt):18 driver.get(f"{elt}")19 time.sleep(7)20 try:21 accepte_cookies = driver.find_element(By.XPATH,22 "//*[@id='qc-cmp2-ui']/div[2]/div/button[3]")23 accepte_cookies.click()24 print("Cookies acceptés")25 time.sleep(10)26 except:27 print("Cookies non acceptés")28 time.sleep(7)29 try:30 fermeture_pub = driver.find_element(By.XPATH, f'//*[@id="fs-slot-footer-wrapper"]/button')31 fermeture_pub.click()32 print("Pub fermé")33 time.sleep(5)34 except:35 pass3637#Lorsqu'on est sur la page principale calendrier et résultat d'une saison d'un championnat,nous allons récuperé tout les url des rapports de match figurant dans cette page.3839def rapportdematch():40 urls = driver.find_elements(By.XPATH, '//td[@data-stat="match_report"]/a')41 return [url.get_attribute("href") for url in urls]424344# Cette fonction va scrapper chaque rapport de match,elle va extraire comme information la compo,les joueurs,leur temps de jeu,s'ils jouent à domicile ou non,etc...45# On va convertir nos dictionnaire python en data frame via la librairies Pandas puis nous allons sauvegardé ces données dans un ficher xlsx en faisant un update par journée de match(loopsave).46#Les parametres correspondent au id et au nom du fichier,il y'a 380 match par saison.Lorsqu'on passe a la saison suivante,on lui incrémente la valeur 360(t)4748def scrap_tablea(t,nom_du_fichier):49 id = 0 + t50 loopsave = 151 compo_match = []52 for i in tqdm(lien_rapport_de_match):53 # pbar.update(len(team_url))54 id += 155 loopsave += 156 data = driver.get(i)5758 #--------- Les Xpaths de chaque élement du tableau concernant la premiere equipe59 joueur_equipe_une = driver.find_elements(By.XPATH, f'((//table[contains(@id,"_summary")])[1])/tbody/tr/th/a')60 minute = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[5]')61 position = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[3]')62 # C'est rubrique concernant les performance63 buts = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[6]')64 passe_decisive = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[7]')65 penalty_marqués = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[8]')66 penalty_tirés = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[9]')67 tirs = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[10]')68 tirs_cadrés = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[11]')69 carton_jaune = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[12]')70 carton_rouge = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[13]')71 touches = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[14]')72 pression = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[15]')73 nombre_de_joueur_tacles = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[16]')74 interception = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[17]')75 balles_contrées = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[18]')76 # -------Attendu77 buts_attendus = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[19]')78 buts_attendus_sans_penalty = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[20]')79 buts_attendus_avec_passe_decisive = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[21]')80 # -------Action_menant_à _un_tirs81 action_menant_tirs = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[22]')82 action_menant_buts = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[23]')83 # -------Passes84 passes_reussies = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[24]')85 passes_tentes = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[25]')86 pourcentage_de_passe_reussie = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[26]')87 passe_vers_l_avant = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[27]')88 # -------Balle au pied89 balle_pied = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[28]')90 progression_balle_au_pied = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[29]')91 # -------Dribbles92 reussi = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[30]')93 tenter = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[1])/tbody//td[31]')94 # --- Composition du match & Nom du club à domicile95 club_domicile = driver.find_elements(By.XPATH, '(//div[@class="th"][1])[1]')96 composition_domicile = driver.find_elements(By.XPATH, "(//tbody//th[@colspan = '2'])[1]")97 # -----------------------------Xpath de la deuxieme équipe98 joueur_equipe_deux = driver.find_elements(By.XPATH, f'((//table[contains(@id,"_summary")])[2])/tbody/tr/th/a')99 minute2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[5]')100 position2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[3]')101 #-------Performance102 buts2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[6]')103 passe_decisive2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[7]')104 penalty_marqués2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[8]')105 penalty_tirés2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[9]')106 tirs2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[10]')107 tirs_cadrés2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[11]')108 carton_jaune2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[12]')109 carton_rouge2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[13]')110 touches2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[14]')111 pression2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[15]')112 nombre_de_joueur_tacles2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[16]')113 interception2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[17]')114 balles_contrées2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[18]')115 # -------Attendu116 buts_attendus2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[19]')117 buts_attendus_sans_penalty2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[20]')118 buts_attendus_avec_passe_decisive2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[21]')119 # -------Action menant à un tirs120 action_menant_tirs2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[22]')121 action_menant_buts2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[23]')122 # -------Passes123 passes_reussies2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[24]')124 passes_tentes2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[25]')125 pourcentage_de_passe_reussie2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[26]')126 passe_vers_l_avant2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[27]')127 # -------Balle au pied128 balle_pied2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[28]')129 progression_balle_au_pied2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[29]')130 # -------Dribbles131 reussi2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[30]')132 tenter2 = driver.find_elements(By.XPATH, '((//table[contains(@id,"_summary")])[2])/tbody//td[31]')133 # --- Composition du match & Nom du club à l'exterieur134 composition_exterieur = driver.find_elements(By.XPATH, "(//tbody//th[@colspan = '2'])[3]")135 club_a_lexterieur = driver.find_elements(By.XPATH, '(//div[@class="th"][3])[1]')136137 for j in range(len(joueur_equipe_une)): # Faut separé les deux tableaux138 data_test = {'id': id, 'Club': club_domicile[0].text, 'Equipe à domicile': joueur_equipe_une[j].text,139 'Position': position[j].text, 'Minute joué': minute[j].text,140 'buts': buts[j].text, 'passe décisive': passe_decisive[j].text, 'penalty marqué': penalty_marqués[j].text,141 'penalty tiré': penalty_tirés[j].text, 'tirs': tirs[j].text, 'tirs cadrés': tirs_cadrés[j].text,142 'carton jaune': carton_jaune[j].text,143 'carton rouge': carton_rouge[j].text, 'touches': touches[j].text, 'pression': pression[j].text, 'Nombre de joueur tacles': nombre_de_joueur_tacles[j].text,144 'interception': interception[j].text,145 'balles contrées': balles_contrées[j].text, 'buts attendus': buts_attendus[j].text, 'buts attendus sans penalty': buts_attendus_sans_penalty[j].text,146 'buts attendus avec passe decisive': buts_attendus_avec_passe_decisive[j].text, 'action menant tirs': action_menant_tirs[j].text, 'action menant buts': action_menant_buts[j].text,147 'passes reussies': passes_reussies[j].text, 'passes tentes': passes_tentes[j].text, 'passes reussies%': pourcentage_de_passe_reussie[j].text, 'passe avant': passe_vers_l_avant[j].text,148 'balle au pied': balle_pied[j].text, 'progession balle au pied': progression_balle_au_pied[j].text,149 'Dribble reussi': reussi[j].text, 'Dribble tenter': tenter[j].text,'composition du match': composition_domicile[0].text}150 compo_match.append(data_test)151 compo_match.append({"Equipe à domicile": ""})152153 for g in range(len(joueur_equipe_deux)):154 data_test2 = {'id': id, 'Club': club_a_lexterieur[0].text, 'Equipe à domicile': joueur_equipe_deux[g].text,155 'Position': position2[g].text, 'Minute joué': minute2[g].text,156 'buts': buts2[g].text, 'passe décisive': passe_decisive2[g].text, 'penalty marqué': penalty_marqués2[g].text,157 'penalty tiré': penalty_tirés2[g].text, 'tirs': tirs2[g].text, 'tirs cadrés': tirs_cadrés2[g].text,158 'carton jaune': carton_jaune2[g].text,159 'carton rouge': carton_rouge2[g].text, 'touches': touches2[g].text, 'pression': pression2[g].text, 'Nombre de joueur tacles': nombre_de_joueur_tacles2[g].text,160 'interception': interception2[g].text,161 'balles contrées': balles_contrées2[g].text, 'buts attendus': buts_attendus2[g].text, 'buts attendus sans penalty': buts_attendus_sans_penalty2[g].text,162 'buts attendus avec passe decisive': buts_attendus_avec_passe_decisive2[g].text, 'action menant tirs': action_menant_tirs2[g].text, 'action menant buts': action_menant_buts2[g].text,163 'passes reussies': passes_reussies2[g].text, 'passes tentes': passes_tentes2[g].text, 'passes reussies%': pourcentage_de_passe_reussie2[g].text, 'passe avant': passe_vers_l_avant2[g].text,164 'balle au pied': balle_pied2[g].text, 'progession balle au pied': progression_balle_au_pied2[g].text,165 'Dribble reussi': reussi2[g].text, 'Dribble tenter': tenter2[g].text,'composition du match': composition_exterieur[0].text}166 compo_match.append(data_test2)167 compo_match.append({"Equipe à l'exterieur": ""})168169 if loopsave == 11:170 df_data = pd.DataFrame(compo_match)171 df_data.to_excel(f'{nom_du_fichier}', index=False)172 loopsave = 1173174 return compo_match175176PATH = "C:\SeleniumDrivers\chromedriver.exe"177driver: WebDriver = webdriver.Chrome(PATH)178179liste_lien_pageprincipal = ["https://fbref.com/fr/comps/9/2019-2020/calendrier/Calendrier-et-resultats-2019-2020-Premier-League","https://fbref.com/fr/comps/9/2020-2021/calendrier/Calendrier-et-resultats-2020-2021-Premier-League",180 "https://fbref.com/fr/comps/9/2021-2022/calendrier/Calendrier-et-resultats-2021-2022-Premier-League"]181z=0182# On boucle sur nos fonctions pour qu'on puisse répeter trois la meme action183for elt in liste_lien_pageprincipal :184 z += 1185 extraction_fbref(elt)186 lien_rapport_de_match = rapportdematch()187 if z == 1:188 t = 0189 nom_du_fichier = "Data_saison2019_2020.xlsx"190 elif z == 2:191 t = 380192 nom_du_fichier = "Data_saison2020_2021.xlsx"193 else :194 t = 760195 nom_du_fichier = "Data_saison2021_22.xlsx"
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test_summary.py
Source:test_summary.py
...4import pymfe._internal5import pymfe._summary6import pymfe.mfe7import numpy as np8def test_get_summary():9 assert not set(pymfe.mfe.MFE.valid_summary()).symmetric_difference(10 pymfe._internal.VALID_SUMMARY11 )12def test_sum_histogram():13 mf = [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0]14 aux = pymfe._summary.sum_histogram(mf, bins=5)15 assert np.allclose(np.array([0.2, 0.2, 0.2, 0.2, 0.2]), aux)16def test_sum_quantiles():17 mf = [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0]18 aux = pymfe._summary.sum_quantiles(mf, package="numpy")19 assert np.allclose(np.array([1.0, 3.25, 5.5, 7.75, 10.0]), aux)20 with pytest.raises(ValueError):21 pymfe._summary.sum_quantiles(mf, package="asd")22 aux = pymfe._summary.sum_quantiles(mf, package="scipy")23 assert np.allclose(np.array([1.0, 2.95, 5.5, 8.05, 10.0]), aux)...
climateclassificationdisplay.py
Source:climateclassificationdisplay.py
1from math import sin, cos, pi2import pygame3def coolscale(v):4 m = 10205 r = 255 - m * v if v < 0.25 else 06 g = (255 if v < 0.75 else7 255 - m * (v - 0.75))8 b = (255 - m * v if v < 0.25 else9 m * (v - 0.25) if v < 0.5 else10 255)11 return r, g, b12class ClimateClassDisplay(object):13 dt = 0.0114 15 def __init__(self, summary, sealevel):16 self._summary = summary17 self._sealevel = sealevel18 self.dirty = True19 @property20 def rotate(self):21 return self._rotate22 @rotate.setter23 def rotate(self, value):24 self._rotate = value25 self.dirty = True26 CLIMATE = 027 THRESHOLD = 128 MOISTURE = 229 @property30 def mode(self):31 return self._mode32 @mode.setter33 def mode(self, value):34 self._mode = value35 self.dirty = True36 def handle(self, e):37 return False38 colors = {39 u'A' : {40 u'f' : (0,0,255),41 u'm' : (0,63,255),42 u'w' : (0,127,255) },43 u'B' : {44 u'S' : (255,127,0),45 u'W' : (255,0,0) },46 u'C' : {47 u'f' : (0,255,0),48 u's' : (255,255,0),49 u'w' : (127,255,0) },50 u'D' : {51 u'f' : (0,255,255),52 u's' : (255,0,255),53 u'w' : (127,127,255) },54 u'E' : {55 u'F' : (127,127,127),56 u'T' : (191,191,191) }57 }58 59 def draw(self, surface):60 if self.dirty or self._screen.get_size() != surface.get_size():61 self._screen = pygame.Surface(surface.get_size(), 0, 32)62 63 self._screen.fill((0,0,0))64 res = max([len(r) for r in self._summary]), len(self._summary)65 66 template = pygame.Surface((self._screen.get_width()/res[0],67 self._screen.get_height()/res[1]), 0, 32)68 for y in range(res[1]):69 for x in range(len(self._summary[y])):70 block = template.copy()71 r = self.rotate72 o = r * len(self._summary[y])/36073 xo = x + o74 if xo > len(self._summary[y])-1:75 xo -= len(self._summary[y])76 elif xo < 0:77 xo += len(self._summary[y])78 79 h, t, p, thr, k = self._summary[y][xo]80 if h > self._sealevel:81 if self.mode == self.CLIMATE:82 color = self.colors[k[0]][k[1]]83 elif self.mode == self.MOISTURE:84 color = coolscale(p)85 elif self.mode == self.THRESHOLD:86 color = coolscale(thr)87 else:88 if self.mode == self.CLIMATE:89 color = (255,255,255)90 else:91 color = (0,0,0)92 block.fill(color)93 94 self._screen.blit(block,95 ((x + (res[0] - len(self._summary[y]))/2)*block.get_width(),96 y*block.get_height()))97 self.dirty = False98 ...
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