def getCompleteGameInfo(gameId):
"""Returns a dictionary of game info.
Format specified in google doc TODO
"""
# TODO game specific info. we only have summoner specific data for now.
gameInfo = []
gameResults = mongo_dao.getResultsForGameId(gameId)
for gameResult in gameResults:
summonerId = gameResult['userId']
gameInfo.append(getSummonerStatsForGameId(gameId, summonerId))
return gameInfo
def getCompleteGameInfo(gameId):
"""Returns a dictionary of game info.
Format specified in google doc TODO
"""
# TODO game specific info. we only have summoner specific data for now.
gameInfo = []
gameResults = mongo_dao.getResultsForGameId(gameId)
for gameResult in gameResults:
summonerId = gameResult['userId']
gameInfo.append(getSummonerStatsForGameId(gameId, summonerId))
return gameInfo
def getSummonerStatsForGameId(gameId, summonerId, summonerName=None):
"""
Champion
Win?
Level
KDA
CS
Jungle creeps killed
Gold earned
Damage dealt to champions
Damage taken
Wards placed
"""
summonerStats = {}
if summonerName is None:
summonerName = mongo_dao.getSummonerNameFromId(
summonerId) # TODO REMOVE THIS API CALL
gameResults = mongo_dao.getResultsForGameId(gameId)
gameResult = _getResultFromGameResultsBySummonerId(gameResults, summonerId)
if gameResult is None:
return None
statsArray = gameResult['statistics']['array']
summonerStats['Summoner'] = summonerName
summonerStats['Game ID'] = gameId
summonerStats['Game Date'] = str(
_convertUtcDatetimeStringToDatetimeWithTimeZone(
gameResult['createDate'], DEFAULT_TIME_ZONE))
summonerStats['Champion'] = legendaryapi.getChampionNameFromId(
gameResult['championId'])
summonerStats['Won'] = _getStatisticByName(statsArray, WIN) == 1
summonerStats['Level'] = _getStatisticByName(statsArray, LEVEL)
summonerStats['Kills'] = _getStatisticByName(statsArray, KILLS)
summonerStats['Deaths'] = _getStatisticByName(statsArray, DEATHS)
summonerStats['Assists'] = _getStatisticByName(statsArray, ASSISTS)
summonerStats['Jungle Monsters Killed'] = _getStatisticByName(
statsArray, JUNGLE_MONSTERS_KILLED)
summonerStats['Minions Killed'] = _getStatisticByName(
statsArray, MINIONS_KILLED) + summonerStats['Jungle Monsters Killed']
summonerStats['Gold Earned'] = _getStatisticByName(statsArray, GOLD_EARNED)
summonerStats['Damage Dealt To Champions'] = _getStatisticByName(
statsArray, DAMAGE_DEALT_TO_CHAMPIONS)
summonerStats['Damage Taken'] = _getStatisticByName(
statsArray, DAMAGE_TAKEN)
summonerStats['Wards Placed'] = _getStatisticByName(
statsArray, WARDS_PLACED)
return summonerStats
def getAllSummonerWinRates(minGames=1):
summonerWinrates = []
summonerWinrateDict = {}
for gameId in mongo_dao.getAllGameIds():
for gameResult in mongo_dao.getResultsForGameId(gameId):
statsArray = gameResult['statistics']['array']
summonerId = gameResult['userId']
summonerName = mongo_dao.getSummonerNameFromId(summonerId)
won = _getStatisticByName(statsArray, WIN) == 1
try:
summonerWinrateEntry = summonerWinrateDict[summonerName]
if won:
summonerWinrateEntry[
'Wins'] = summonerWinrateEntry['Wins'] + 1
else:
summonerWinrateEntry[
'Losses'] = summonerWinrateEntry['Losses'] + 1
except KeyError:
summonerWinrateEntry = {}
summonerWinrateEntry['Summoner'] = summonerName
summonerWinrateEntry['Wins'] = 1 if won else 0
summonerWinrateEntry[
'Losses'] = 1 - summonerWinrateEntry['Wins']
summonerWinrateDict[summonerName] = summonerWinrateEntry
for summonerName, summonerWinrateEntry in summonerWinrateDict.iteritems():
# calculate winrates
wins = summonerWinrateEntry['Wins']
losses = summonerWinrateEntry['Losses']
totalGames = wins + losses
if totalGames < minGames:
continue
summonerWinrates.append(summonerWinrateEntry)
if losses == 0:
summonerWinrateEntry['Winrate'] = 1.0
else:
summonerWinrateEntry['Winrate'] = 1.0 * wins / totalGames
return sorted(
summonerWinrates,
key=lambda summonerWinrateEntry: summonerWinrateEntry['Winrate'],
reverse=True)
def getAllGamesWithDate():
"""Returns a list of tuples of (game date, game id)
"""
gameList = []
gameIds = mongo_dao.getAllGameIds()
for gameId in gameIds:
# the time is stored in game results
gameResults = mongo_dao.getResultsForGameId(gameId)
# we only need one game result to get the time, so break after 1
for gameResult in gameResults:
createDateString = gameResult['createDate']
createDatetime = _convertUtcDatetimeStringToDatetimeWithTimeZone(createDateString, DEFAULT_TIME_ZONE)
gameList.append((str(createDatetime), gameId))
break
# sort
return sorted(gameList, key=lambda game: game[0])
def getAllSummonerWinRates(minGames=1):
summonerWinrates = []
summonerWinrateDict = {}
for gameId in mongo_dao.getAllGameIds():
for gameResult in mongo_dao.getResultsForGameId(gameId):
statsArray = gameResult['statistics']['array']
summonerId = gameResult['userId']
summonerName = mongo_dao.getSummonerNameFromId(summonerId)
won = _getStatisticByName(statsArray, WIN) == 1
try:
summonerWinrateEntry = summonerWinrateDict[summonerName]
if won:
summonerWinrateEntry['Wins'] = summonerWinrateEntry['Wins'] + 1
else:
summonerWinrateEntry['Losses'] = summonerWinrateEntry['Losses'] + 1
except KeyError:
summonerWinrateEntry = {}
summonerWinrateEntry['Summoner'] = summonerName
summonerWinrateEntry['Wins'] = 1 if won else 0
summonerWinrateEntry['Losses'] = 1 - summonerWinrateEntry['Wins']
summonerWinrateDict[summonerName] = summonerWinrateEntry
for summonerName, summonerWinrateEntry in summonerWinrateDict.iteritems():
# calculate winrates
wins = summonerWinrateEntry['Wins']
losses = summonerWinrateEntry['Losses']
totalGames = wins + losses
if totalGames < minGames:
continue
summonerWinrates.append(summonerWinrateEntry)
if losses == 0:
summonerWinrateEntry['Winrate'] = 1.0
else:
summonerWinrateEntry['Winrate'] = 1.0 * wins / totalGames
return sorted(summonerWinrates, key=lambda summonerWinrateEntry: summonerWinrateEntry['Winrate'], reverse=True)
def getBlueSideWins():
blueSideWins = 0
gameIds = mongo_dao.getAllGameIds()
for gameId in gameIds:
gameResults = mongo_dao.getResultsForGameId(gameId)
for gameResult in gameResults:
win = _didPlayerWinFromResult(gameResult)
teamId = gameResult['teamId']
if win:
if teamId == BLUE_TEAM_ID:
blueSideWins = blueSideWins + 1
else:
if teamId == PURPLE_TEAM_ID:
blueSideWins = blueSideWins + 1
break # we only need 1 result to figure out who wins
return blueSideWins
def getAllGamesWithDate():
"""Returns a list of tuples of (game date, game id)
"""
gameList = []
gameIds = mongo_dao.getAllGameIds()
for gameId in gameIds:
# the time is stored in game results
gameResults = mongo_dao.getResultsForGameId(gameId)
# we only need one game result to get the time, so break after 1
for gameResult in gameResults:
createDateString = gameResult['createDate']
createDatetime = _convertUtcDatetimeStringToDatetimeWithTimeZone(
createDateString, DEFAULT_TIME_ZONE)
gameList.append((str(createDatetime), gameId))
break
# sort
return sorted(gameList, key=lambda game: game[0])
def getBlueSideWins():
blueSideWins = 0
gameIds = mongo_dao.getAllGameIds()
for gameId in gameIds:
gameResults = mongo_dao.getResultsForGameId(gameId)
for gameResult in gameResults:
win = _didPlayerWinFromResult(gameResult)
teamId = gameResult['teamId']
if win:
if teamId == BLUE_TEAM_ID:
blueSideWins = blueSideWins + 1
else:
if teamId == PURPLE_TEAM_ID:
blueSideWins = blueSideWins + 1
break # we only need 1 result to figure out who wins
return blueSideWins
def getSummonerStatsForGameId(gameId, summonerId, summonerName=None):
"""
Champion
Win?
Level
KDA
CS
Jungle creeps killed
Gold earned
Damage dealt to champions
Damage taken
Wards placed
"""
summonerStats = {}
if summonerName is None:
summonerName = mongo_dao.getSummonerNameFromId(summonerId) # TODO REMOVE THIS API CALL
gameResults = mongo_dao.getResultsForGameId(gameId)
gameResult = _getResultFromGameResultsBySummonerId(gameResults, summonerId)
if gameResult is None:
return None
statsArray = gameResult['statistics']['array']
summonerStats['Summoner'] = summonerName
summonerStats['Game ID'] = gameId
summonerStats['Game Date'] = str(_convertUtcDatetimeStringToDatetimeWithTimeZone(gameResult['createDate'], DEFAULT_TIME_ZONE))
summonerStats['Champion'] = legendaryapi.getChampionNameFromId(gameResult['championId'])
summonerStats['Won'] = _getStatisticByName(statsArray, WIN) == 1
summonerStats['Level'] = _getStatisticByName(statsArray, LEVEL)
summonerStats['Kills'] = _getStatisticByName(statsArray, KILLS)
summonerStats['Deaths'] = _getStatisticByName(statsArray, DEATHS)
summonerStats['Assists'] = _getStatisticByName(statsArray, ASSISTS)
summonerStats['Jungle Monsters Killed'] = _getStatisticByName(statsArray, JUNGLE_MONSTERS_KILLED)
summonerStats['Minions Killed'] = _getStatisticByName(statsArray, MINIONS_KILLED) + summonerStats['Jungle Monsters Killed']
summonerStats['Gold Earned'] = _getStatisticByName(statsArray, GOLD_EARNED)
summonerStats['Damage Dealt To Champions'] = _getStatisticByName(statsArray, DAMAGE_DEALT_TO_CHAMPIONS)
summonerStats['Damage Taken'] = _getStatisticByName(statsArray, DAMAGE_TAKEN)
summonerStats['Wards Placed'] = _getStatisticByName(statsArray, WARDS_PLACED)
return summonerStats
def getStatsForSummoners(summoners):
if len(summoners) <= 1:
return None
gameIds = mongo_dao.getGameIdsWithSummonersOnSameTeam(summoners)
gameResults = []
for gameId in gameIds:
gameResults.extend(mongo_dao.getResultsForGameId(gameId))
# prune gameResults down to results only including 1 summoner
summonerId = mongo_dao.getSummonerIdFromName(summoners[0])
gameResults = [
gameResult for gameResult in gameResults
if gameResult['userId'] == summonerId
]
print len(gameResults)
stats = {}
stats['summoners'] = summoners
stats['wins'] = 0
stats['losses'] = 0
for gameResult in gameResults:
if _getStatisticByNameFromGameResult(gameResult, WIN) == 1:
stats['wins'] += 1
else:
stats['losses'] += 1
# calculate winrate
if stats['wins'] == 0:
stats['winrate'] = 0
elif stats['losses'] == 0:
stats['winrate'] = 1.0
else:
stats['winrate'] = 1.0 * stats['wins'] / len(gameResults)
return stats
def getStatsForSummoners(summoners):
if len(summoners) <= 1:
return None
gameIds = mongo_dao.getGameIdsWithSummonersOnSameTeam(summoners)
gameResults = []
for gameId in gameIds:
gameResults.extend(mongo_dao.getResultsForGameId(gameId))
# prune gameResults down to results only including 1 summoner
summonerId = mongo_dao.getSummonerIdFromName(summoners[0])
gameResults = [gameResult for gameResult in gameResults if gameResult['userId'] == summonerId]
print len(gameResults)
stats = {}
stats['summoners'] = summoners
stats['wins'] = 0
stats['losses'] = 0
for gameResult in gameResults:
if _getStatisticByNameFromGameResult(gameResult, WIN) == 1:
stats['wins'] += 1
else:
stats['losses'] += 1
# calculate winrate
if stats['wins'] == 0:
stats['winrate'] = 0
elif stats['losses'] == 0:
stats['winrate'] = 1.0
else:
stats['winrate'] = 1.0 * stats['wins'] / len(gameResults)
return stats