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GetAllGamesCommon.py
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from bs4 import BeautifulSoup
import requests
import numpy as np
import GetStatsGame
from selenium import webdriver
from selenium.webdriver.support.ui import Select
from selenium.webdriver.chrome.options import Options
import time
from pandas import DataFrame
import GamesCommonFuctions as GC
import unicodedata
import platform
statsPlayers = []
statsHome = []
statsAway = []
statsWin = []
statsLost = []
statsLast3 = []
statsTop = []
statsBot = []
statsEasy = []
statsTough = []
def extractStatistics(html_doc,targetTeam,againstTeams,againstTeams2,season,jorFirst,jorLast,division,sDir,fases,sChrome,bAll,bTeam,sPlayers,bProj,sLeague,sOutput, sMinGames, sLang):
html_doc_alt1 = html_doc + "&med=0"
html_doc_alt2 = html_doc + "&med=1"
req = requests.get(html_doc)
soup = BeautifulSoup(req.text, 'lxml')
system = platform.system()
if sLang == 'Castellano':
aWin = 'Ganado'
aLost = 'Perdido'
sExt = 'Extrayendo Partidos:'
else:
aWin = 'Win'
aLost = 'Lost'
sExt = 'Extracting Games:'
jornadas = soup.find_all('table')
# firstJornada = jornadas[0].text.split('/')[0]
iBenIn = 2
iEndIn = -1
chrome_options = Options()
# maximized window
chrome_options.add_argument("--start-maximized")
firstJornada = jornadas[0].text.split('/')[0]
if sLeague != 'ORO' and sLeague != 'DIA':
if sLeague[:3] == 'ORO':
division = sLeague[4:]
driver = webdriver.Chrome(sChrome, chrome_options=chrome_options)
driver.get(html_doc)
# select = Select(driver.find_element_by_id('gruposDropDownList'))
select = Select(driver.find_element_by_id('_ctl0_MainContentPlaceHolderMaster_gruposDropDownList'))
if system == 'Linux' or system == 'Darwin':
for listPhase in range(0, len(select.options)):
if str(division.encode('ascii', 'ignore')).upper()[2:-1] in str(select.options[listPhase].text.encode('ascii', 'ignore')).upper().replace('"', '').replace('-', '')[2:-1].split(' '):
iSelect = listPhase
else:
for listPhase in range(0, len(select.options)):
if str(division.encode('ascii', 'ignore')).upper()[2:-1] in str(select.options[listPhase].text.encode('ascii', 'ignore')).upper().replace('"', '').replace('-', '')[2:-1].split(' '):
iSelect = listPhase
select.select_by_visible_text(select.options[iSelect].text)
# time.sleep(5)
to_soup = driver.page_source
driver.close()
soup = BeautifulSoup(to_soup, 'lxml')
jornadas = soup.find_all('table')
if jornadas[0].text.split('/')[0] == firstJornada and iSelect != 0:
driver = webdriver.Chrome(sChrome, chrome_options=chrome_options)
driver.get(html_doc_alt1)
select = Select(driver.find_element_by_id('_ctl0_MainContentPlaceHolderMaster_gruposDropDownList'))
select.select_by_visible_text(select.options[iSelect].text)
# time.sleep(5)
to_soup = driver.page_source
driver.close()
soup = BeautifulSoup(to_soup, 'lxml')
jornadas = soup.find_all('div', class_="contentTablaDataGrid")
try:
if jornadas[0].text.split('/')[0] == firstJornada and iSelect != 0:
driver = webdriver.Chrome(sChrome, chrome_options=chrome_options)
driver.get(html_doc_alt2)
select = Select(driver.find_element_by_id('_ctl0_MainContentPlaceHolderMaster_gruposDropDownList'))
select.select_by_visible_text(select.options[iSelect].text)
# time.sleep(5)
to_soup = driver.page_source
driver.close()
soup = BeautifulSoup(to_soup, 'lxml')
jornadas = soup.find_all('div', class_="contentTablaDataGrid")
except:
pass
jornadas = soup.find_all('table')
jornada = []
tipusPartit = []
equipCon = []
bHome = []
bAgainst = []
bAgainst2 = []
resLoc = []
resVis = []
wl = []
sLocal = []
sAway = []
sWin = []
sDif = []
jorTot = 0
pageIn = 0
pageFin = 1
sPlayers = sPlayers.split(',')
sPlayers = [x.upper() for x in sPlayers]
againstTeams = [x.upper() for x in againstTeams]
againstTeams2 = [x.upper() for x in againstTeams2]
for page in range(pageIn,pageFin):
print(sExt)
jorProcessFirst = int(jorFirst)
jorProcessLast = int(jorLast)+1
for jornada in range(jorProcessFirst, jorProcessLast):
jorTot += 1
jornadaInd = jornadas[jornada-1]
gamesJorn = jornadaInd.find_all('td')
itOdd = 0
for k in range(0, len(gamesJorn)):
if np.mod(k-1,3) != 0:
itOdd += 1
if iEndIn != 0:
candName = str(unicodedata.normalize('NFKD', gamesJorn[k].text.replace('\n', ' ')).encode('ascii', 'ignore'))[iBenIn:iEndIn]
else:
candName = str(unicodedata.normalize('NFKD', gamesJorn[k].text.replace('\n', ' ')).encode('ascii', 'ignore'))
if targetTeam in candName:
if np.mod(itOdd,2) == 1:
iSearch = k+1
iLocInd = k
iVisInd = k+2
else:
iSearch = k-1
iLocInd = k-2
iVisInd = k
gameCode = gamesJorn[iSearch].find_all('a')[0]['href']
realLink = "http://competiciones.feb.es/Estadisticas/" + gameCode
a, b = GetStatsGame.getStats(realLink)
# locTeam = str(unicodedata.normalize('NFKD', gamesJorn[k].text.split('\n')[1]).encode('ascii', 'ignore'))
locTeam = str(unicodedata.normalize('NFKD', gamesJorn[iLocInd].text.split('\n')[1]).encode('ascii', 'ignore'))[iBenIn:iEndIn]
visTeam = str(unicodedata.normalize('NFKD', gamesJorn[iVisInd].text.split('\n')[1]).encode('ascii', 'ignore'))[iBenIn:iEndIn]
try:
resLocIn = int(gamesJorn[iSearch].text.split('\n')[1].split('-')[0])
resVisIn = int(gamesJorn[iSearch].text.split('\n')[1].split('-')[1])
resLoc.append(resLocIn)
resVis.append(resVisIn)
candLocTeam = locTeam
if targetTeam in candLocTeam:
if len(sPlayers) > 0 and sPlayers[0] != '':
a1 = GC.filterPlayers(a, sPlayers)
else:
a1 = a
lenReal = len(a1)
if len(a1) > 0:
dif = resLocIn - resVisIn
if a1[0] != []:
a1p = [list(x) for x in list(np.array(a1)[:,:-1])]
statsPlayers.append(a1p)
statsHome.append(a1p)
# teamStats = GetStatsTeam.getStats(realLink, True)
teamStats = list(np.array(a1)[:,-1])
# teamStatsAgainst = GetStatsTeam.getStatsAgainst(realLink, False)
teamStatsAgainst = list(np.array(b)[:,-1])
if sLang == 'Castellano':
teamStats[0] = 'Equipo'
teamStatsAgainst[0] = 'Equipo Rival'
else:
teamStats[0] = 'Team'
teamStatsAgainst[0] = 'Team Against'
bHome.append(True)
bHome.append(True)
bHome.append(True)
statsPlayers.append(teamStats)
statsPlayers.append(teamStatsAgainst)
statsHome.append(teamStats)
statsHome.append(teamStatsAgainst)
statsAppend = a1
else:
if len(sPlayers) > 0 and sPlayers[0] != '':
b1 = GC.filterPlayers(b, sPlayers)
else:
b1 = b
lenReal = len(b1)
if len(b1) > 0:
dif = resVisIn - resLocIn
if b1[0] != []:
b1p = [list(x) for x in list(np.array(b1)[:, :-1])]
statsPlayers.append(b1p)
statsAway.append(b1p)
# teamStats = GetStatsTeam.getStats(realLink, False)
teamStats = list(np.array(b1)[:,-1])
teamStatsAgainst = list(np.array(a)[:,-1])
if sLang == 'Castellano':
teamStats[0] = 'Equipo'
teamStatsAgainst[0] = 'Equipo Rival'
else:
teamStats[0] = 'Team'
teamStatsAgainst[0] = 'Team Against'
statsPlayers.append(teamStats)
statsPlayers.append(teamStatsAgainst)
statsAway.append(teamStats)
statsAway.append(teamStatsAgainst)
statsAppend = b1
bHome.append(False)
bHome.append(False)
bHome.append(False)
if lenReal > 0:
iAgainst = 0
iAgainst2 = 0
sDif.append(dif)
sLocal.append(locTeam)
sAway.append(visTeam)
if (jorTot) > (jorLast-4):
statsLast3.append(statsAppend)
statsLast3.append(teamStats)
statsLast3.append(teamStatsAgainst)
candLocTeam = locTeam
if targetTeam in candLocTeam:
for iText in range(0, len(visTeam.split(' '))):
if visTeam.split(' ')[iText] in againstTeams:
iAgainst = 1
statsTop.append(statsAppend)
statsTop.append(teamStats)
statsTop.append(teamStatsAgainst)
if visTeam.split(' ')[iText] in againstTeams2:
iAgainst2 = 1
statsBot.append(statsAppend)
statsBot.append(teamStats)
statsBot.append(teamStatsAgainst)
else:
if system == 'Linux' or system == 'Darwin':
candLocTeam = locTeam[2:-1]
else:
candLocTeam = locTeam
locTeam = candLocTeam
for iText in range(0, len(locTeam.split(' '))):
if locTeam.split(' ')[iText] in againstTeams:
iAgainst = 1
statsTop.append(statsAppend)
statsTop.append(teamStats)
statsTop.append(teamStatsAgainst)
if locTeam.split(' ')[iText] in againstTeams2:
iAgainst2 = 1
statsBot.append(statsAppend)
statsBot.append(teamStats)
statsBot.append(teamStatsAgainst)
if iAgainst == 0:
bAgainst.append(False)
bAgainst.append(False)
bAgainst.append(False)
else:
bAgainst.append(True)
bAgainst.append(True)
bAgainst.append(True)
if iAgainst2 == 0:
bAgainst2.append(False)
bAgainst2.append(False)
bAgainst2.append(False)
else:
bAgainst2.append(True)
bAgainst2.append(True)
bAgainst2.append(True)
if dif > 0:
sWin.append(aWin)
statsWin.append(statsAppend)
statsWin.append(teamStats)
statsWin.append(teamStatsAgainst)
wl.append('W')
if dif > 10:
tipusPartit.append("EW")
tipusPartit.append("EW")
tipusPartit.append("EW")
statsEasy.append(statsAppend)
statsEasy.append(teamStats)
statsEasy.append(teamStatsAgainst)
else:
tipusPartit.append("TW")
tipusPartit.append("TW")
tipusPartit.append("TW")
statsTough.append(statsAppend)
statsTough.append(teamStats)
statsTough.append(teamStatsAgainst)
else:
wl.append('L')
sWin.append(aLost)
statsLost.append(statsAppend)
statsLost.append(teamStats)
statsLost.append(teamStatsAgainst)
if np.abs(dif) > 10:
tipusPartit.append("EL")
tipusPartit.append("EL")
tipusPartit.append("EL")
statsEasy.append(statsAppend)
statsEasy.append(teamStats)
statsEasy.append(teamStatsAgainst)
else:
tipusPartit.append("TL")
tipusPartit.append("TL")
tipusPartit.append("TL")
statsTough.append(statsAppend)
statsTough.append(teamStats)
statsTough.append(teamStatsAgainst)
break
except:
pass
if sLang == "Castellano":
sAllR = "Jornadas"
else:
sAllR = "AllRounds"
if sPlayers != []:
sOutput = sOutput + '-' + str(len(sPlayers)) + 'Pl'
if statsPlayers != []:
GC.getAvStats(statsPlayers, bHome, tipusPartit, bAgainst, bAgainst2, targetTeam, season, jorFirst, jorLast, sDir,sOutput,bTeam, bProj, statsHome, statsAway, statsWin, statsLost, statsLast3, statsTop, statsBot, statsEasy, statsTough, sMinGames, sLang)
GC.get5FasesStats(sLang, statsPlayers, season, jorFirst, jorLast, sDir, int(fases), targetTeam, sOutput,bTeam, bProj)
if bAll:
GC.get5FasesStats(sLang, statsPlayers, season, jorFirst, jorLast, sDir, int(1), targetTeam, sAllR+sOutput, bTeam, False, sLocal, sAway, sWin, sDif)
else:
print('Non-existent FEB Data')