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playersPickedInLeague.py
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playersPickedInLeague.py
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import requests
import json
import unicodecsv as csv
import argparse
from tqdm import tqdm
import logging, sys
FPL_URL = "https://fantasy.premierleague.com/api/"
LOGIN_URL = "https://users.premierleague.com/accounts/login/"
USER_SUMMARY_SUBURL = "element-summary/"
LEAGUE_CLASSIC_STANDING_SUBURL = "leagues-classic/"
LEAGUE_H2H_STANDING_SUBURL = "leagues-h2h/"
TEAM_ENTRY_SUBURL = "entry/"
PLAYERS_INFO_SUBURL = "bootstrap-static/"
PLAYERS_INFO_FILENAME = "output/allPlayersInfo.json"
USERNAME = 'fantasy@netmail3.net'
PASSWORD = 'FPLshow#123'
USER_SUMMARY_URL = FPL_URL + USER_SUMMARY_SUBURL
PLAYERS_INFO_URL = FPL_URL + PLAYERS_INFO_SUBURL
START_PAGE = 1
payload = {
'login':USERNAME,
'password':PASSWORD,
'redirect_uri': 'https://fantasy.premierleague.com/',
'app':'plfpl-web'
}
s = requests.session()
s.post(LOGIN_URL, data=payload)
# Download all player data: https://fantasy.premierleague.com/api/bootstrap-static
def getPlayersInfo():
r = s.get(PLAYERS_INFO_URL)
jsonResponse = r.json()
with open(PLAYERS_INFO_FILENAME, 'w') as outfile:
json.dump(jsonResponse, outfile)
# Get users in league:
# https://fantasy.premierleague.com/api/leagues-classic/43919/standings/?page_new_entries=1&page_standings=2&phase=1
def getUserEntryIds(league_id, ls_page, league_Standing_Url):
entries = []
while(True):
league_url = league_Standing_Url + str(league_id) + "/standings/" + "?page_new_entries=1&page_standings=" + str(ls_page) + "&phase=1"
r = s.get(league_url)
jsonResponse = r.json()
managers = jsonResponse["standings"]["results"]
if not managers:
print "Total managers :",len(entries)
break
for player in managers:
entries.append(player["entry"])
ls_page+=1
return entries
# team picked by user. example: https://fantasy.premierleague.com/api/entry/2677936/event/1/picks with 2677936 being entry_id of the player
def getplayersPickedForEntryId(entry_id, GWNumber):
eventSubUrl = "event/" + str(GWNumber) + "/picks/"
playerTeamUrlForSpecificGW = FPL_URL + TEAM_ENTRY_SUBURL + str(entry_id) + "/" + eventSubUrl
r = s.get(playerTeamUrlForSpecificGW)
jsonResponse = r.json()
try:
picks = jsonResponse["picks"]
except:
if jsonResponse["detail"]:
print "entry_id "+str(entry_id)+" doesn't have info for this gameweek"
return None, None
elements = []
captainId = 1
for pick in picks:
elements.append(pick["element"])
if pick["is_captain"]:
captainId = pick["element"]
return elements, captainId
# read player info from the json file that we downlaoded
def getAllPlayersDetailedJson():
with open(PLAYERS_INFO_FILENAME) as json_data:
d = json.load(json_data)
return d
# writes the results to csv file
def writeToFile(countOfplayersPicked, fileName):
with open(fileName, 'w') as out:
csv_out = csv.writer(out)
csv_out.writerow(['name', 'num'])
for row in countOfplayersPicked:
csv_out.writerow(row)
# Main Script
parser = argparse.ArgumentParser(description='Get players picked in your league in a certain GameWeek')
parser.add_argument('-l','--league', help='league entry id', required=True)
parser.add_argument('-g','--gameweek', help='gameweek number', required=True)
parser.add_argument('-t', '--type', help='league type')
parser.add_argument('-d', '--debug', help='deubg mode on')
args = vars(parser.parse_args())
if args['debug']:
logging.basicConfig(stream=sys.stderr, level=logging.DEBUG)
getPlayersInfo()
playerElementIdToNameMap = {}
allPlayers = getAllPlayersDetailedJson()
for element in allPlayers["elements"]:
playerElementIdToNameMap[element["id"]] = element["web_name"]#.encode('ascii', 'ignore')
countOfplayersPicked = {}
countOfCaptainsPicked = {}
totalNumberOfPlayersCount = 0
pageCount = START_PAGE
GWNumber = args['gameweek']
leagueIdSelected = args['league']
if args['type'] == "h2h":
leagueStandingUrl = FPL_URL + LEAGUE_H2H_STANDING_SUBURL
print("h2h league mode")
else:
leagueStandingUrl = FPL_URL + LEAGUE_CLASSIC_STANDING_SUBURL
print("classic league mode")
try:
entries = getUserEntryIds(leagueIdSelected, pageCount, leagueStandingUrl)
except Exception, err:
print "Error occured in getting entries/managers in the league."
print err
raise
for entry in tqdm(entries):
try:
elements, captainId = getplayersPickedForEntryId(entry, GWNumber)
except Exception, err:
print "Error occured in getting palyers and captain of the entry/manager"
print err
raise
if not elements:
continue
for element in elements:
name = playerElementIdToNameMap[element]
if name in countOfplayersPicked:
countOfplayersPicked[name] += 1
else:
countOfplayersPicked[name] = 1
captainName = playerElementIdToNameMap[captainId]
if captainName in countOfCaptainsPicked:
countOfCaptainsPicked[captainName] += 1
else:
countOfCaptainsPicked[captainName] = 1
listOfcountOfplayersPicked = sorted(countOfplayersPicked.items(), key=lambda x: x[1], reverse=True)
writeToFile(listOfcountOfplayersPicked, "output/GW"+str(GWNumber)+" Players "+str(leagueIdSelected)+".csv")
listOfCountOfCaptainsPicked = sorted(countOfCaptainsPicked.items(), key=lambda x: x[1], reverse=True)
writeToFile(listOfCountOfCaptainsPicked, "output/GW"+str(GWNumber)+" Captains "+str(leagueIdSelected)+".csv")