def getAllChampionWinRates(minGames=1):
"""Returns a sorted list of champions, wins, losses, and winrate.
"""
winrates = []
for championId in legendaryapi.getAllChampionIds():
championName = legendaryapi.getChampionNameFromId(championId)
gameResults = mongo_dao.getGameResultsIncludingChampion(championId)
numGames = len(gameResults)
if numGames >= minGames:
winrateEntry = {}
winrateEntry['champion'] = championName
winrateEntry['won'] = 0
winrateEntry['lost'] = 0
for gameResult in gameResults:
if _getStatisticByNameFromGameResult(gameResult, WIN):
winrateEntry['won'] += 1
else :
winrateEntry['lost'] += 1
winrateEntry['winrate'] = 1.0 * winrateEntry['won'] / numGames
winrates.append(winrateEntry)
return sorted(winrates, key=lambda winrate: winrate['winrate'], reverse=True)
def getAllChampionContestRates(minGames=1):
contestRates = []
totalGames = getTotalGames()
for championId in legendaryapi.getAllChampionIds():
championName = legendaryapi.getChampionNameFromId(championId)
games = mongo_dao.getAllGamesIncludingChampion(championId)
numGames = len(games)
if numGames >= minGames:
contestRateEntry = {}
contestRateEntry['champion'] = championName
contestRateEntry['picked'] = 0
contestRateEntry['banned'] = 0
for game in games:
if _isChampionPickedInGame(game, championId):
contestRateEntry['picked'] += 1
elif _isChampionBannedInGame(game, championId):
contestRateEntry['banned'] += 1
contestRateEntry['contested'] = numGames
contestRateEntry['contestRate'] = 1.0 * numGames / totalGames
contestRates.append(contestRateEntry)
return sorted(contestRates, key=lambda contestRate: contestRate['contestRate'], reverse=True)
def getAllChampionContestRates(minGames=1):
contestRates = []
totalGames = getTotalGames()
for championId in legendaryapi.getAllChampionIds():
championName = legendaryapi.getChampionNameFromId(championId)
games = mongo_dao.getAllGamesIncludingChampion(championId)
numGames = len(games)
if numGames >= minGames:
contestRateEntry = {}
contestRateEntry['champion'] = championName
contestRateEntry['picked'] = 0
contestRateEntry['banned'] = 0
for game in games:
if _isChampionPickedInGame(game, championId):
contestRateEntry['picked'] += 1
elif _isChampionBannedInGame(game, championId):
contestRateEntry['banned'] += 1
contestRateEntry['contested'] = numGames
contestRateEntry['contestRate'] = 1.0 * numGames / totalGames
contestRates.append(contestRateEntry)
return sorted(contestRates,
key=lambda contestRate: contestRate['contestRate'],
reverse=True)
def getAllChampionWinRates(minGames=1):
"""Returns a sorted list of champions, wins, losses, and winrate.
"""
winrates = []
for championId in legendaryapi.getAllChampionIds():
championName = legendaryapi.getChampionNameFromId(championId)
gameResults = mongo_dao.getGameResultsIncludingChampion(championId)
numGames = len(gameResults)
if numGames >= minGames:
winrateEntry = {}
winrateEntry['champion'] = championName
winrateEntry['won'] = 0
winrateEntry['lost'] = 0
for gameResult in gameResults:
if _getStatisticByNameFromGameResult(gameResult, WIN):
winrateEntry['won'] += 1
else:
winrateEntry['lost'] += 1
winrateEntry['winrate'] = 1.0 * winrateEntry['won'] / numGames
winrates.append(winrateEntry)
return sorted(winrates,
key=lambda winrate: winrate['winrate'],
reverse=True)
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 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 getChampionStats(championName):
championId = legendaryapi.getChampionIdFromName(championName)
stats = {}
wins = 0
losses = 0
summonerStats = {}
gameResults = mongo_dao.getGameResultsIncludingChampion(championId)
for gameResult in gameResults:
summonerId = gameResult['userId']
summonerName = mongo_dao.getSummonerNameFromId(summonerId)
if _getStatisticByNameFromGameResult(gameResult, WIN) == 1:
wins = wins + 1
won = True
else:
losses = losses + 1
won = False
kills =_getStatisticByNameFromGameResult(gameResult, KILLS)
deaths = _getStatisticByNameFromGameResult(gameResult, DEATHS)
assists = _getStatisticByNameFromGameResult(gameResult, ASSISTS)
cs = _getStatisticByNameFromGameResult(gameResult, MINIONS_KILLED) + _getStatisticByNameFromGameResult(gameResult, JUNGLE_MONSTERS_KILLED)
jungleCs = _getStatisticByNameFromGameResult(gameResult, JUNGLE_MONSTERS_KILLED)
damageDealt = _getStatisticByNameFromGameResult(gameResult, DAMAGE_DEALT_TO_CHAMPIONS)
damageTaken = _getStatisticByNameFromGameResult(gameResult, DAMAGE_TAKEN)
wardsPlaced = _getStatisticByNameFromGameResult(gameResult, WARDS_PLACED)
if summonerName not in summonerStats:
summonerStatsEntry = {}
summonerStatsEntry['Wins'] = 0
summonerStatsEntry['Losses'] = 0
summonerStatsEntry['Kills'] = []
summonerStatsEntry['Deaths'] = []
summonerStatsEntry['Assists'] = []
summonerStatsEntry['CS'] = []
summonerStatsEntry['Jungle CS'] = []
summonerStatsEntry['Damage Dealt'] = []
summonerStatsEntry['Damage Taken'] = []
summonerStatsEntry['Wards Placed'] = []
summonerStats[summonerName] = summonerStatsEntry
summonerStatsEntry = summonerStats[summonerName]
if won:
summonerStatsEntry['Wins'] = summonerStatsEntry['Wins'] + 1
else:
summonerStatsEntry['Losses'] = summonerStatsEntry['Losses'] + 1
summonerStatsEntry['Kills'].append(kills)
summonerStatsEntry['Deaths'].append(deaths)
summonerStatsEntry['Assists'].append(assists)
summonerStatsEntry['CS'].append(cs)
summonerStatsEntry['Jungle CS'].append(jungleCs)
summonerStatsEntry['Damage Dealt'].append(damageDealt)
summonerStatsEntry['Damage Taken'].append(damageTaken)
summonerStatsEntry['Wards Placed'].append(wardsPlaced)
summonerStatsList = []
for summonerName, summonerStatsEntry in summonerStats.iteritems():
summonerStatsEntry['Summoner'] = summonerName
summonerStatsEntry['Kills'] = _getAverage(summonerStatsEntry['Kills'])
summonerStatsEntry['Deaths'] = _getAverage(summonerStatsEntry['Deaths'])
summonerStatsEntry['Assists'] = _getAverage(summonerStatsEntry['Assists'])
summonerStatsEntry['CS'] = _getAverage(summonerStatsEntry['CS'])
summonerStatsEntry['Jungle CS'] = _getAverage(summonerStatsEntry['Jungle CS'])
summonerStatsEntry['Damage Dealt'] = _getAverage(summonerStatsEntry['Damage Dealt'])
summonerStatsEntry['Damage Taken'] = _getAverage(summonerStatsEntry['Damage Taken'])
summonerStatsEntry['Wards Placed'] = _getAverage(summonerStatsEntry['Wards Placed'])
summonerStatsList.append(summonerStatsEntry)
summonerStatsList = sorted(summonerStatsList, key=lambda summonerStatsEntry: summonerStatsEntry['Wins'], reverse=True)
stats['Summoner stats'] = summonerStatsList
stats['Champion'] = legendaryapi.getChampionNameFromId(championId)
stats['Picks'] = len(gameResults)
stats['Bans'] = getNumberOfGamesChampionIsBanned(championName)
stats['Contested'] = stats['Picks'] + stats['Bans']
stats['Wins'] = wins
stats['Losses'] = losses
return stats
def getSummonerStats(summonerName):
summonerId = mongo_dao.getSummonerIdFromName(summonerName)
stats = {}
gameResults = mongo_dao.getGameResultsForSummonerName(summonerName)
totalGames = len(gameResults)
wins = 0
losses = 0
totalKills = []
totalDeaths = []
totalAssists = []
kdas = []
# champ -> [kills]
# [deaths]
# [assists]
# [cs]
# [damage dealt]
# [damage taken]
# [wards bought]
championStats = {}
for gameResult in gameResults:
statsArray = gameResult['statistics']['array']
if _getStatisticByName(statsArray, WIN) == 1:
wins = wins + 1
won = True
else:
losses = losses + 1
won = False
totalKills.append(_getStatisticByName(statsArray, KILLS))
totalDeaths.append(_getStatisticByName(statsArray, DEATHS))
totalAssists.append(_getStatisticByName(statsArray, ASSISTS))
kills =_getStatisticByName(statsArray, KILLS)
deaths = _getStatisticByName(statsArray, DEATHS)
assists = _getStatisticByName(statsArray, ASSISTS)
cs = _getStatisticByName(statsArray, MINIONS_KILLED) + _getStatisticByName(statsArray, JUNGLE_MONSTERS_KILLED)
jungleCs = _getStatisticByName(statsArray, JUNGLE_MONSTERS_KILLED)
damageDealt = _getStatisticByName(statsArray, DAMAGE_DEALT_TO_CHAMPIONS)
damageTaken = _getStatisticByName(statsArray, DAMAGE_TAKEN)
wardsPlaced = _getStatisticByName(statsArray, WARDS_PLACED)
championName = legendaryapi.getChampionNameFromId(gameResult['championId'])
if championName not in championStats:
championStatsEntry = {}
championStatsEntry['Wins'] = 0
championStatsEntry['Losses'] = 0
championStatsEntry['Kills'] = []
championStatsEntry['Deaths'] = []
championStatsEntry['Assists'] = []
championStatsEntry['CS'] = []
championStatsEntry['Jungle CS'] = []
championStatsEntry['Damage Dealt'] = []
championStatsEntry['Damage Taken'] = []
championStatsEntry['Wards Placed'] = []
championStats[championName] = championStatsEntry
championStatsEntry = championStats[championName]
if won:
championStatsEntry['Wins'] = championStatsEntry['Wins'] + 1
else:
championStatsEntry['Losses'] = championStatsEntry['Losses'] + 1
championStatsEntry['Kills'].append(kills)
championStatsEntry['Deaths'].append(deaths)
championStatsEntry['Assists'].append(assists)
championStatsEntry['CS'].append(cs)
championStatsEntry['Jungle CS'].append(jungleCs)
championStatsEntry['Damage Dealt'].append(damageDealt)
championStatsEntry['Damage Taken'].append(damageTaken)
championStatsEntry['Wards Placed'].append(wardsPlaced)
championStatsList = []
stats['Summoner'] = mongo_dao.getStylizedSummonerName(summonerName)
stats['Total Games'] = len(gameResults)
stats['Wins'] = wins
stats['Losses'] = losses
stats['Average Kills'] = _getAverage(totalKills)
stats['Average Deaths'] = _getAverage(totalDeaths)
stats['Average Assists'] = _getAverage(totalAssists)
# TODO add winrate
# TODO add win %
for championName, championStatsEntry in championStats.iteritems():
championStatsEntry['Champion'] = championName
championStatsEntry['Kills'] = _getAverage(championStatsEntry['Kills'])
championStatsEntry['Deaths'] = _getAverage(championStatsEntry['Deaths'])
championStatsEntry['Assists'] = _getAverage(championStatsEntry['Assists'])
championStatsEntry['CS'] = _getAverage(championStatsEntry['CS'])
championStatsEntry['Jungle CS'] = _getAverage(championStatsEntry['Jungle CS'])
championStatsEntry['Damage Dealt'] = _getAverage(championStatsEntry['Damage Dealt'])
championStatsEntry['Damage Taken'] = _getAverage(championStatsEntry['Damage Taken'])
championStatsEntry['Wards Placed'] = _getAverage(championStatsEntry['Wards Placed'])
championStatsList.append(championStatsEntry)
championStatsList = sorted(championStatsList, key=lambda championStatsEntry: championStatsEntry['Wins'], reverse=True)
stats['Champion stats'] = championStatsList
return stats
def getChampionStats(championName):
championId = legendaryapi.getChampionIdFromName(championName)
stats = {}
wins = 0
losses = 0
summonerStats = {}
gameResults = mongo_dao.getGameResultsIncludingChampion(championId)
for gameResult in gameResults:
summonerId = gameResult['userId']
summonerName = mongo_dao.getSummonerNameFromId(summonerId)
if _getStatisticByNameFromGameResult(gameResult, WIN) == 1:
wins = wins + 1
won = True
else:
losses = losses + 1
won = False
kills = _getStatisticByNameFromGameResult(gameResult, KILLS)
deaths = _getStatisticByNameFromGameResult(gameResult, DEATHS)
assists = _getStatisticByNameFromGameResult(gameResult, ASSISTS)
cs = _getStatisticByNameFromGameResult(
gameResult, MINIONS_KILLED) + _getStatisticByNameFromGameResult(
gameResult, JUNGLE_MONSTERS_KILLED)
jungleCs = _getStatisticByNameFromGameResult(gameResult,
JUNGLE_MONSTERS_KILLED)
damageDealt = _getStatisticByNameFromGameResult(
gameResult, DAMAGE_DEALT_TO_CHAMPIONS)
damageTaken = _getStatisticByNameFromGameResult(
gameResult, DAMAGE_TAKEN)
wardsPlaced = _getStatisticByNameFromGameResult(
gameResult, WARDS_PLACED)
if summonerName not in summonerStats:
summonerStatsEntry = {}
summonerStatsEntry['Wins'] = 0
summonerStatsEntry['Losses'] = 0
summonerStatsEntry['Kills'] = []
summonerStatsEntry['Deaths'] = []
summonerStatsEntry['Assists'] = []
summonerStatsEntry['CS'] = []
summonerStatsEntry['Jungle CS'] = []
summonerStatsEntry['Damage Dealt'] = []
summonerStatsEntry['Damage Taken'] = []
summonerStatsEntry['Wards Placed'] = []
summonerStats[summonerName] = summonerStatsEntry
summonerStatsEntry = summonerStats[summonerName]
if won:
summonerStatsEntry['Wins'] = summonerStatsEntry['Wins'] + 1
else:
summonerStatsEntry['Losses'] = summonerStatsEntry['Losses'] + 1
summonerStatsEntry['Kills'].append(kills)
summonerStatsEntry['Deaths'].append(deaths)
summonerStatsEntry['Assists'].append(assists)
summonerStatsEntry['CS'].append(cs)
summonerStatsEntry['Jungle CS'].append(jungleCs)
summonerStatsEntry['Damage Dealt'].append(damageDealt)
summonerStatsEntry['Damage Taken'].append(damageTaken)
summonerStatsEntry['Wards Placed'].append(wardsPlaced)
summonerStatsList = []
for summonerName, summonerStatsEntry in summonerStats.iteritems():
summonerStatsEntry['Summoner'] = summonerName
summonerStatsEntry['Kills'] = _getAverage(summonerStatsEntry['Kills'])
summonerStatsEntry['Deaths'] = _getAverage(
summonerStatsEntry['Deaths'])
summonerStatsEntry['Assists'] = _getAverage(
summonerStatsEntry['Assists'])
summonerStatsEntry['CS'] = _getAverage(summonerStatsEntry['CS'])
summonerStatsEntry['Jungle CS'] = _getAverage(
summonerStatsEntry['Jungle CS'])
summonerStatsEntry['Damage Dealt'] = _getAverage(
summonerStatsEntry['Damage Dealt'])
summonerStatsEntry['Damage Taken'] = _getAverage(
summonerStatsEntry['Damage Taken'])
summonerStatsEntry['Wards Placed'] = _getAverage(
summonerStatsEntry['Wards Placed'])
summonerStatsList.append(summonerStatsEntry)
summonerStatsList = sorted(
summonerStatsList,
key=lambda summonerStatsEntry: summonerStatsEntry['Wins'],
reverse=True)
stats['Summoner stats'] = summonerStatsList
stats['Champion'] = legendaryapi.getChampionNameFromId(championId)
stats['Picks'] = len(gameResults)
stats['Bans'] = getNumberOfGamesChampionIsBanned(championName)
stats['Contested'] = stats['Picks'] + stats['Bans']
stats['Wins'] = wins
stats['Losses'] = losses
return stats
def getSummonerStats(summonerName):
summonerId = mongo_dao.getSummonerIdFromName(summonerName)
stats = {}
gameResults = mongo_dao.getGameResultsForSummonerName(summonerName)
totalGames = len(gameResults)
wins = 0
losses = 0
totalKills = []
totalDeaths = []
totalAssists = []
kdas = []
# champ -> [kills]
# [deaths]
# [assists]
# [cs]
# [damage dealt]
# [damage taken]
# [wards bought]
championStats = {}
for gameResult in gameResults:
statsArray = gameResult['statistics']['array']
if _getStatisticByName(statsArray, WIN) == 1:
wins = wins + 1
won = True
else:
losses = losses + 1
won = False
totalKills.append(_getStatisticByName(statsArray, KILLS))
totalDeaths.append(_getStatisticByName(statsArray, DEATHS))
totalAssists.append(_getStatisticByName(statsArray, ASSISTS))
kills = _getStatisticByName(statsArray, KILLS)
deaths = _getStatisticByName(statsArray, DEATHS)
assists = _getStatisticByName(statsArray, ASSISTS)
cs = _getStatisticByName(statsArray,
MINIONS_KILLED) + _getStatisticByName(
statsArray, JUNGLE_MONSTERS_KILLED)
jungleCs = _getStatisticByName(statsArray, JUNGLE_MONSTERS_KILLED)
damageDealt = _getStatisticByName(statsArray,
DAMAGE_DEALT_TO_CHAMPIONS)
damageTaken = _getStatisticByName(statsArray, DAMAGE_TAKEN)
wardsPlaced = _getStatisticByName(statsArray, WARDS_PLACED)
championName = legendaryapi.getChampionNameFromId(
gameResult['championId'])
if championName not in championStats:
championStatsEntry = {}
championStatsEntry['Wins'] = 0
championStatsEntry['Losses'] = 0
championStatsEntry['Kills'] = []
championStatsEntry['Deaths'] = []
championStatsEntry['Assists'] = []
championStatsEntry['CS'] = []
championStatsEntry['Jungle CS'] = []
championStatsEntry['Damage Dealt'] = []
championStatsEntry['Damage Taken'] = []
championStatsEntry['Wards Placed'] = []
championStats[championName] = championStatsEntry
championStatsEntry = championStats[championName]
if won:
championStatsEntry['Wins'] = championStatsEntry['Wins'] + 1
else:
championStatsEntry['Losses'] = championStatsEntry['Losses'] + 1
championStatsEntry['Kills'].append(kills)
championStatsEntry['Deaths'].append(deaths)
championStatsEntry['Assists'].append(assists)
championStatsEntry['CS'].append(cs)
championStatsEntry['Jungle CS'].append(jungleCs)
championStatsEntry['Damage Dealt'].append(damageDealt)
championStatsEntry['Damage Taken'].append(damageTaken)
championStatsEntry['Wards Placed'].append(wardsPlaced)
championStatsList = []
stats['Summoner'] = mongo_dao.getStylizedSummonerName(summonerName)
stats['Total Games'] = len(gameResults)
stats['Wins'] = wins
stats['Losses'] = losses
stats['Average Kills'] = _getAverage(totalKills)
stats['Average Deaths'] = _getAverage(totalDeaths)
stats['Average Assists'] = _getAverage(totalAssists)
# TODO add winrate
# TODO add win %
for championName, championStatsEntry in championStats.iteritems():
championStatsEntry['Champion'] = championName
championStatsEntry['Kills'] = _getAverage(championStatsEntry['Kills'])
championStatsEntry['Deaths'] = _getAverage(
championStatsEntry['Deaths'])
championStatsEntry['Assists'] = _getAverage(
championStatsEntry['Assists'])
championStatsEntry['CS'] = _getAverage(championStatsEntry['CS'])
championStatsEntry['Jungle CS'] = _getAverage(
championStatsEntry['Jungle CS'])
championStatsEntry['Damage Dealt'] = _getAverage(
championStatsEntry['Damage Dealt'])
championStatsEntry['Damage Taken'] = _getAverage(
championStatsEntry['Damage Taken'])
championStatsEntry['Wards Placed'] = _getAverage(
championStatsEntry['Wards Placed'])
championStatsList.append(championStatsEntry)
championStatsList = sorted(
championStatsList,
key=lambda championStatsEntry: championStatsEntry['Wins'],
reverse=True)
stats['Champion stats'] = championStatsList
return stats