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synergyFb.py
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import urllib.request
import os
import json
import math
def champidtoname(id):
champdict = {'77': 'Udyr', '427': 'Ivern', '85': 'Kennen', '18': 'Tristana', '78': 'Poppy', '9': 'Fiddlesticks', '267': 'Nami', '15': 'Sivir', '19': 'Warwick', '54': 'Malphite', '164': 'Camille', '14': 'Sion', '6': 'Urgot', '61': 'Orianna', '45': 'Veigar', '44': 'Taric', '60': 'Elise', '20': 'Nunu', '106': 'Volibear', '110': 'Varus', '62': 'MonkeyKing', '161': 'Velkoz', '429': 'Kalista', '27': 'Singed', '498': 'Xayah', '83': 'Yorick', '53': 'Blitzcrank', '133': 'Quinn', '245': 'Ekko', '74': 'Heimerdinger', '57': 'Maokai', '25': 'Morgana', '163': 'Taliyah', '63': 'Brand', '107': 'Rengar', '10': 'Kayle', '41': 'Gangplank', '203': 'Kindred', '223': 'TahmKench', '127': 'Lissandra', '13': 'Ryze', '105': 'Fizz', '17': 'Teemo', '117': 'Lulu', '254': 'Vi', '34': 'Anivia', '102': 'Shyvana', '7': 'Leblanc', '92': 'Riven', '31': 'Chogath', '43': 'Karma', '222': 'Jinx', '236': 'Lucian', '39': 'Irelia', '141': 'Kayn', '86': 'Garen', '26': 'Zilean', '99': 'Lux', '4': 'TwistedFate', '58': 'Renekton', '68': 'Rumble', '134': 'Syndra', '51': 'Caitlyn', '29': 'Twitch', '421': 'RekSai', '497': 'Rakan', '240': 'Kled', '266': 'Aatrox', '111': 'Nautilus', '36': 'DrMundo', '32': 'Amumu', '113': 'Sejuani', '121': 'Khazix', '50': 'Swain', '72': 'Skarner', '126': 'Jayce', '120': 'Hecarim', '104': 'Graves', '48': 'Trundle', '143': 'Zyra', '33': 'Rammus', '268': 'Azir', '201': 'Braum', '23': 'Tryndamere', '69': 'Cassiopeia', '112': 'Viktor', '38': 'Kassadin', '89': 'Leona', '24': 'Jax', '516': 'Ornn', '131': 'Diana', '432': 'Bard', '76': 'Nidalee', '42': 'Corki', '90': 'Malzahar', '142': 'Zoe', '1': 'Annie', '119': 'Draven', '64': 'LeeSin', '8': 'Vladimir', '37': 'Sona', '114': 'Fiora', '40': 'Janna', '59': 'JarvanIV', '420': 'Illaoi', '5': 'XinZhao', '35': 'Shaco', '103': 'Ahri', '67': 'Vayne', '84': 'Akali', '202': 'Jhin', '150': 'Gnar', '91': 'Talon', '55': 'Katarina', '30': 'Karthus', '238': 'Zed', '2': 'Olaf', '28': 'Evelynn', '98': 'Shen', '16': 'Soraka', '56': 'Nocturne', '11': 'MasterYi', '122': 'Darius', '157': 'Yasuo', '96': 'KogMaw', '12': 'Alistar', '412': 'Thresh', '82': 'Mordekaiser', '115': 'Ziggs', '81': 'Ezreal', '101': 'Xerath', '79': 'Gragas', '75': 'Nasus', '21': 'MissFortune', '136': 'AurelionSol', '22': 'Ashe', '80': 'Pantheon', '3': 'Galio', '154': 'Zac'}
return champdict[str(id)]
ChampTeamNoFB = {}
ChampTeamFB = {}
ChampFirstDeath = {}
ChampTotalPlayed = {}
gamesArray = []
for filename in os.listdir('jsons'):
if filename != 'timeline':
gamesArray.append(filename)
i = 0
lenArray = len(gamesArray)
while i < lenArray:
print("Progress: {} of total games {}".format(str(i), str(lenArray)))
gameId = gamesArray[i]
file = 'jsons/' + gameId
print(file)
f = open(file, 'rb')
text = f.read()
encjson = json.loads(text.decode())
if encjson['teams'][0]['firstBlood']:
champIds = []
ii = 0
while ii < 5:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
champIds = sorted(champIds)
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
ii = 0
while ii < 5:
iii = ii
while iii < 4:
dictEntry = "{},{}".format(champIds[ii], champIds[iii+1])
if(dictEntry not in ChampTeamFB):
ChampTeamFB[dictEntry] = 0
if(dictEntry not in ChampTotalPlayed):
ChampTotalPlayed[dictEntry] = 0
ChampTeamFB[dictEntry] += 1
ChampTotalPlayed[dictEntry] += 1
iii += 1
ii += 1
# Now we add the losers
champIds = []
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
champIds = sorted(champIds)
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
ii = 0
while ii < 5:
iii = ii
while iii < 4:
dictEntry = "{},{}".format(champIds[ii], champIds[iii+1])
if(dictEntry not in ChampTeamFB):
ChampTeamFB[dictEntry] = 0
if(dictEntry not in ChampTotalPlayed):
ChampTotalPlayed[dictEntry] = 0
ChampTotalPlayed[dictEntry] += 1
iii += 1
ii += 1
else:
champIds = []
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
champIds = sorted(champIds)
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
ii = 0
while ii < 5:
iii = ii
while iii < 4:
dictEntry = "{},{}".format(champIds[ii], champIds[iii+1])
if(dictEntry not in ChampTeamFB):
ChampTeamFB[dictEntry] = 0
if(dictEntry not in ChampTotalPlayed):
ChampTotalPlayed[dictEntry] = 0
ChampTeamFB[dictEntry] += 1
ChampTotalPlayed[dictEntry] += 1
iii += 1
ii += 1
# Now we add the losers
champIds = []
ii = 0
while ii < 5:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
champIds = sorted(champIds)
ii = 5
while ii < 10:
participant = encjson['participants'][ii]
champIds.append(participant['championId'])
ii += 1
ii = 0
while ii < 5:
iii = ii
while iii < 4:
dictEntry = "{},{}".format(champIds[ii], champIds[iii+1])
if(dictEntry not in ChampTeamFB):
ChampTeamFB[dictEntry] = 0
if(dictEntry not in ChampTotalPlayed):
ChampTotalPlayed[dictEntry] = 0
ChampTotalPlayed[dictEntry] += 1
iii += 1
ii += 1
f.close()
i += 1
z = {}
for champ in ChampTotalPlayed:
z[champ] = round((ChampTeamFB[champ] / ChampTotalPlayed[champ])*100)
q = sorted(z, key=z.get, reverse=True)
export = ''
for champ in q:
if(ChampTotalPlayed[champ] > 30):
champs = champ.split(',')
export += "{} and {} get first blood in {}% of games. Sample size: {}".format(champidtoname(champs[0]), champidtoname(champs[1]), str(z[champ]), str(ChampTotalPlayed[champ]))
export += "\n"
f = open('export.txt', 'w')
f.write(export)
f.close()