def predict(info, isNeutral, rangqiu):
# homeTeam / awayTeam should be 'leagueName, homeTeam, awayTeam'
league, home, away = info.split(',')
# Read data
f = open('teams/1516' + league + '.csv').readlines()
for each in f:
if home in each:
homeName, homeAtt, homeDef = each.strip().split(',')
elif away in each:
awayName, awayAtt, awayDef = each.strip().split(',')
elif '$home' in each:
homeFactor = each.strip().split('=')[1]
homeAtt = string.atof(homeAtt)
homeDef = string.atof(homeDef)
awayAtt = string.atof(awayAtt)
awayDef = string.atof(awayDef)
if isNeutral:
homeFactor = 0
else:
homeFactor = string.atof(homeFactor)
# get probtable
data = probTable(homeAtt, homeDef, awayAtt, awayDef, homeFactor)
# calc prediction
nestedData = []
pointer = 8
while pointer <= 64:
nestedData.append(data[pointer - 8:pointer])
pointer += 8
maxIndex = data.index(max(data))
idealHomeScore = maxIndex / 8
idealAwayScore = maxIndex % 8
winProb = 0
drawProb = 0
loseProb = 0
for i in range(0, 8):
for j in range(0, 8):
if (i + rangqiu < j):
loseProb += nestedData[i][j]
elif (i + rangqiu == j):
drawProb += nestedData[i][j]
elif (i + rangqiu > j):
winProb += nestedData[i][j]
print 'Prediction of ' + home + ' vs ' + away
if (rangqiu != 0):
print 'With Rangqiu of ' + str(rangqiu)
print 'Win: ' + str(round(winProb * 100, 2)) + '\t' + 'Draw: ' + str(
round(drawProb * 100, 2)) + '\t' + 'Lose: ' + str(
round(loseProb * 100, 2))
print 'Recommended Score: ' + str(idealHomeScore) + ' - ' + str(
idealAwayScore) + ', with Prob: ' + str(
nestedData[idealHomeScore][idealAwayScore])
def predict(info, isNeutral, rangqiu):
# homeTeam / awayTeam should be 'leagueName, homeTeam, awayTeam'
league, home, away = info.split(',')
# Read data
f = open('teams/1516'+league + '.csv').readlines()
for each in f:
if home in each:
homeName, homeAtt, homeDef = each.strip().split(',')
elif away in each:
awayName, awayAtt, awayDef = each.strip().split(',')
elif '$home' in each:
homeFactor = each.strip().split('=')[1]
homeAtt = string.atof(homeAtt)
homeDef = string.atof(homeDef)
awayAtt = string.atof(awayAtt)
awayDef = string.atof(awayDef)
if isNeutral:
homeFactor = 0
else:
homeFactor = string.atof(homeFactor)
# get probtable
data = probTable(homeAtt, homeDef, awayAtt, awayDef, homeFactor)
# calc prediction
nestedData = []
pointer = 8
while pointer <= 64:
nestedData.append(data[pointer - 8:pointer])
pointer += 8
maxIndex = data.index(max(data))
idealHomeScore = maxIndex / 8
idealAwayScore = maxIndex % 8
winProb = 0
drawProb = 0
loseProb = 0
for i in range(0, 8):
for j in range(0, 8):
if (i + rangqiu < j):
loseProb += nestedData[i][j]
elif (i + rangqiu == j):
drawProb += nestedData[i][j]
elif (i + rangqiu > j):
winProb += nestedData[i][j]
print 'Prediction of ' + home + ' vs ' + away
if (rangqiu != 0):
print 'With Rangqiu of ' + str(rangqiu)
print 'Win: ' + str(round(winProb*100, 2)) + '\t' + 'Draw: ' + str(round(drawProb*100, 2)) + '\t' + 'Lose: ' + str(round(loseProb*100, 2))
print 'Recommended Score: ' + str(idealHomeScore) + ' - ' + str(idealAwayScore) + ', with Prob: ' + str(nestedData[idealHomeScore][idealAwayScore])
# update the league
for each in leagueDict:
originData = leagueDict[each]
newData = [originData[0] + aC, originData[1] + dC]
leagueDict[each] = newData
# record
g = open('teams/1516' + league + '.csv', 'w')
for each in leagueDict:
tempString = each + ',' + str(leagueDict[each][0]) + ',' + str(
leagueDict[each][1]) + '\n'
g.write(tempString)
g.write(home + '\n')
g.close()
homeTeam, homeAtt, homeDef = 'Monaco', 0.501548040131, 0.413951616658
awayTeam, awayAtt, awayDef = 'Tottenham Hotspur', 0.220248413429, -0.413833298416
homeFactor = [0.2639907]
homeScore, awayScore = 1, 1
data = probTable(homeAtt, homeDef, awayAtt, awayDef, homeFactor[0])
a = match(data, homeScore, awayScore, [homeAtt, homeDef, awayAtt, awayDef])
print a
updateLeague('fra1', homeTeam, a[0])
updateLeague('eng1', awayTeam, a[1])
print 'done'
aC = (string.atof(updateA[0]) - matchTeam[0])
dC = (string.atof(updateA[1]) - matchTeam[1])
# update the league
for each in leagueDict:
originData = leagueDict[each]
newData = [originData[0] + aC, originData[1] + dC]
leagueDict[each] = newData
# record
g = open('teams/1516' + league + '.csv', 'w')
for each in leagueDict:
tempString = each + ',' + str(leagueDict[each][0]) + ',' + str(leagueDict[each][1]) + '\n'
g.write(tempString)
g.write(home + '\n')
g.close()
homeTeam, homeAtt, homeDef = 'Monaco',0.501548040131,0.413951616658
awayTeam, awayAtt, awayDef = 'Tottenham Hotspur',0.220248413429,-0.413833298416
homeFactor = [0.2639907]
homeScore, awayScore = 1,1
data = probTable(homeAtt,homeDef,awayAtt,awayDef,homeFactor[0])
a = match(data, homeScore, awayScore, [homeAtt,homeDef,awayAtt,awayDef])
print a
updateLeague('fra1', homeTeam, a[0])
updateLeague('eng1', awayTeam, a[1])
print 'done'
