def summoner_other():
files = os.listdir('./data/league')
for file in files:
if file in ['challenger.csv', 'grandmaster.csv', 'master.csv']:
continue
else:
df = pd.read_csv('./data/league/{}'.format(file), index_col=0)
summonerIds = df['summonerId'].tolist()
URL = "https://kr.api.riotgames.com/lol/summoner/v4/summoners"
for i, summonerId in enumerate(summonerIds):
if os.path.exists('./log/summoner/{}'.format(file)):
logIndex = read_log('./log/summoner/{}'.format(file))
if i < logIndex:
continue
response = requests.get(URL + '/{}'.format(summonerId),
headers=headers)
while response.status_code != 200:
time.sleep(5)
response = requests.get(URL + '/{}'.format(summonerId),
headers=headers)
result = json.loads(response.text)
check_path_and_mkdir('./data/summoner')
if os.path.exists('./data/summoner/{}'.format(file)):
df2 = pd.read_csv('./data/summoner/{}'.format(file),
index_col=0)
else:
df2 = pd.DataFrame(columns=list(result.keys()))
df2 = df2.append(result, ignore_index=True)
df2.to_csv('./data/summoner/{}'.format(file),
encoding='utf-8-sig')
check_path_and_mkdir('./log/summoner')
write_log('./log/summoner/{}'.format(file), i + 1)
print('{}: ({}/{})'.format(
file.split('.')[0], i + 1, len(summonerIds)))
def matchlist():
files = os.listdir('./data/summoner')
for file in files:
df = pd.read_csv('./data/summoner/{}'.format(file), index_col=0)
accountIds = df['accountId'].tolist()
for i, accountId in enumerate(accountIds):
if os.path.exists('./log/match/list/{}'.format(file)):
logIndex = read_log('./log/match/list/{}'.format(file))
if i < logIndex:
#print('{}:{} skipped'.format(file,i))
continue
response = requests.get(
'https://kr.api.riotgames.com/lol/match/v4/matchlists/by-account/{}?queue=420&season={}'
.format(accountId, SEASON),
headers=headers)
while response.status_code != 200:
time.sleep(5)
response = requests.get(
'https://kr.api.riotgames.com/lol/match/v4/matchlists/by-account/{}?queue=420&season={}'
.format(accountId, SEASON),
headers=headers)
results = json.loads(response.text)
check_path_and_mkdir('./data/match/list')
if os.path.exists('./data/match/list/{}'.format(file)):
df2 = pd.read_csv('./data/match/list/{}'.format(file),
index_col=0)
else:
df2 = pd.DataFrame(columns=['gameId', 'season'])
for result in results['matches']:
df2 = df2.append(
{
'gameId': result['gameId'],
'season': result['season']
},
ignore_index=True)
df2 = df2.drop_duplicates(df2.columns.tolist(), keep='first')
df2.reset_index(drop=True, inplace=True)
df2.to_csv('./data/match/list/{}'.format(file),
encoding='utf-8-sig')
check_path_and_mkdir('./log/match/list')
write_log('./log/match/list/{}'.format(file), i + 1)
print('{}: ({}/{})'.format(
file.split('.')[0], i + 1, len(accountIds)))
def matches():
files = os.listdir('./data/match/list')
for file in files:
df = pd.read_csv('./data/match/list/{}'.format(file), index_col=0)
df = df.sort_values(by=['gameId'], axis=0, ascending=False)
gameIds = df['gameId'].tolist()
for idx, gameId in enumerate(gameIds):
if os.path.exists('./log/match/game/{}'.format(file)):
logIndex = read_log('./log/match/game/{}'.format(file))
if idx < logIndex:
#print('{}:{} skipped'.format(file,i))
continue
URL = 'https://kr.api.riotgames.com/lol/match/v4/matches/{}'.format(
gameId)
response = requests.get(URL, headers=headers)
while response.status_code != 200:
#print(response.status_code)
time.sleep(5)
response = requests.get(URL, headers=headers)
result = json.loads(response.text)
if (int(VERSION.split('.')[0]) > int(
result['gameVersion'].split('.')[0])) or (
(int(VERSION.split('.')[0]) == int(
result['gameVersion'].split('.')[0]))
and int(VERSION.split('.')[1]) > int(
result['gameVersion'].split('.')[1])):
if not os.path.exists('./log'):
os.mkdir('./log')
if not os.path.exists('./log/match'):
os.mkdir('./log/match')
if not os.path.exists('./log/match/game'):
os.mkdir('./log/match/game')
write_log('./log/match/game/{}'.format(file), idx + 1)
#print('SKIP: Old Version!!')
break
if not VERSION in result['gameVersion']:
check_path_and_mkdir('./log/match/game')
write_log('./log/match/game/{}'.format(file), idx + 1)
continue
check_path_and_mkdir('./data/match/game')
if os.path.exists('./data/match/game/{}'.format(file)):
df2 = pd.read_csv('./data/match/game/{}'.format(file),
index_col=0)
else:
df2 = pd.DataFrame(columns=[
'AD_championId', 'SUP_championId', 'AD_csPerMin', 'AD_KDA',
'SUP_KDA', 'firstDragon', 'firstTower', 'AD_DPM',
'SUP_DPM', 'AD_CC', 'SUP_CC', 'win'
])
team = {}
try:
team['1'] = {
'firstDragon':
1 if result['teams'][0]['firstDragon'] else 0,
'win': 1 if result['teams'][0]['win'] == "Win" else 0
}
team['2'] = {
'firstDragon':
1 if result['teams'][1]['firstDragon'] else 0,
'win': 1 if result['teams'][1]['win'] == "Win" else 0
}
FTFlag = False
for i in range(0, 10):
if result['participants'][i]['timeline'][
'role'] == 'DUO_CARRY':
team['{}'.format(i // 5 + 1)]['AD_csPerMin'] = round(
result['participants'][i]['stats']
['totalMinionsKilled'] / result['gameDuration'] *
60, 1)
team['{}'.format(
i // 5 +
1)]['AD_DPM'] = result['participants'][i]['stats'][
'totalDamageDealtToChampions'] // result[
'gameDuration'] * 60
try:
team['{}'.format(i // 5 + 1)]['AD_KDA'] = round(
(result['participants'][i]['stats']['kills'] +
result['participants'][i]['stats']['assists'])
/ result['participants'][i]['stats']['deaths'],
2)
except ZeroDivisionError:
team['{}'.format(i // 5 + 1)]['AD_KDA'] = round(
(result['participants'][i]['stats']['kills'] +
result['participants'][i]['stats']['assists'])
/ 1, 2)
team['{}'.format(
i // 5 + 1)]['AD_CC'] = result['participants'][i][
'stats']['totalTimeCrowdControlDealt']
team['{}'.format(i // 5 +
1)]['AD_championId'] = result[
'participants'][i]['championId']
if result['participants'][i]['stats'][
'firstTowerKill'] or result['participants'][i][
'stats']['firstTowerAssist']:
FTFlag = True
elif result['participants'][i]['timeline'][
'role'] == 'DUO_SUPPORT':
team['{}'.format(i // 5 + 1)][
'SUP_DPM'] = result['participants'][i]['stats'][
'totalDamageDealtToChampions'] // result[
'gameDuration'] * 60
try:
team['{}'.format(i // 5 + 1)]['SUP_KDA'] = round(
(result['participants'][i]['stats']['kills'] +
result['participants'][i]['stats']['assists'])
/ result['participants'][i]['stats']['deaths'],
2)
except ZeroDivisionError:
team['{}'.format(i // 5 + 1)]['SUP_KDA'] = round(
(result['participants'][i]['stats']['kills'] +
result['participants'][i]['stats']['assists'])
/ 1, 2)
team['{}'.format(
i // 5 + 1)]['SUP_CC'] = result['participants'][i][
'stats']['totalTimeCrowdControlDealt']
team['{}'.format(i // 5 +
1)]['SUP_championId'] = result[
'participants'][i]['championId']
if result['participants'][i]['stats'][
'firstTowerKill'] or result['participants'][i][
'stats']['firstTowerAssist']:
FTFlag = True
if i == 4 or i == 9:
if FTFlag:
team['{}'.format(i // 5 + 1)]['firstTower'] = 1
else:
team['{}'.format(i // 5 + 1)]['firstTower'] = 0
FTFlag = False
if 'AD_championId' in list(team['1'].keys()):
df2 = df2.append(team['1'], ignore_index=True)
if 'AD_championId' in list(team['2'].keys()):
df2 = df2.append(team['2'], ignore_index=True)
df2.to_csv('./data/match/game/{}'.format(file),
encoding='utf-8-sig')
check_path_and_mkdir('./log/match/game')
write_log('./log/match/game/{}'.format(file), idx + 1)
print('{}: ({}/{})'.format(
file.split('.')[0], idx + 1, len(gameIds)))
except KeyError:
check_path_and_mkdir('./log/match/game')
write_log('./log/match/game/{}'.format(file), idx + 1)
continue