def fileRead(self,fname):
heroDict = heroes()
clusterFile = open(fname)
self.cost = float(clusterFile.readline().split('\n')[0])
self.num_cluster = int(clusterFile.readline().split('\n')[0])
fileLine = clusterFile.readline().split('\n')[0]
while fileLine != '':
try:
clust = int(fileLine)
except ValueError:
self.cluster[heroDict[fileLine]-1] = clust
fileLine = clusterFile.readline().split('\n')[0]
def fileWrite(self,fname):
heroDict = heroes()
heroIndDict = {ind-1:key for key,ind in heroDict.items()}
clusterFile = open(fname,'w')
clusterFile.write(str(self.cost) + '\n')
clusterFile.write(str(self.num_cluster) + '\n')
for i in range(self.num_cluster):
clusterFile.write(str(i) + '\n')
for j in range(self.maxHero):
if self.cluster[j] == i:
try:
clusterFile.write(heroIndDict[j] + '\n')
except KeyError:
pass
clusterFile.close()
def __init__(self, num_cluster):
'''
Constructor
'''
self.maxHero = 112
self.num_cluster = num_cluster
self.cluster = [int(random.random()*num_cluster) for x in range(self.maxHero)]
self.baseStats = [logit(x) for x in loadStats('baseStats.csv')[0]]
allyStats = loadStats('allyStats.csv')
self.groupStat = []
for i in range(self.maxHero):
tempStat = []
for j in range(i):
tempStat.append(logit(allyStats[i][j]) - self.baseStats[i] - self.baseStats[j])
self.groupStat.append(tempStat)
self.cost = self.clusterCost()
self.heroIndDict = {ind-1:key for key,ind in heroes().items()}