def getMatchQuality(self, player1, player2):
matchup = [player1, player2]
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, matchup)
def getMatchQuality(self):
try :
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, self.finalTeams)
except :
return None
def getMatchQuality(self, player1, player2):
matchup = [player1, player2]
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, matchup)
def getMatchQuality(self):
try:
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, self.finalTeams)
except:
return None
def on_draw(self):
""" Redraws the figure
"""
str = unicode(self.textbox.text())
x = self.mu + self.sigma*np(50000)
self.axes.clear()
self.axes.grid(self.grid_cb.isChecked())
self.axes.set_xlabel("Skill")
self.axes.set_ylabel("Probability %")
#self.ylabel('')
self.axes.set_title("performance graph of %s"% self.name)
#
## the histogram of the data
n, bins, patches = self.axes.hist(x, 100, normed=1, facecolor='green', alpha=0.55)
y = normpdf( bins, self.mu, self.sigma) * 100
text ="This is the potential rating of %s.\n66 percent chances to be between %i and %i." % (self.name,int(self.mu-self.sigma), int(self.mu+self.sigma))
self.textbox.setText(text + "\n%.2f percent chances to be %i" % (round((max(y)*100),2), int(self.mu)))
self.textbox.setText(self.textbox.text() + "\nThe worst rating possible is the one in the leaderboard : %i" % int(self.mu-3*self.sigma))
self.axes.axis([self.mu-4*self.sigma, self.mu+4*self.sigma, 0, (100 + (max(y)*100)*1.5) / 2])
#self.axes.hist(x, bins, normed=1, facecolor='green',)
self.axes.plot(bins, y*100, linewidth=.5, linestyle = 'None', color = 'red', alpha = 1.0)
self.axes.fill(bins, y*100, 'r--', linewidth=0, alpha=.5, facecolor='red')
self.axes.annotate(('%s maximum rating (%i)' % (self.name, self.mu)), xy=(self.mu, max(y)*100), xycoords='data', xytext=(-50, 30), textcoords='offset points', arrowprops=dict(arrowstyle="wedge", facecolor='red', linewidth=0), size = 7, alpha = 0.5, backgroundcolor='lightgrey')
if not self.compare_cb.isChecked() :
self.axes.fill_between(bins, y*100 ,0, where=bins>self.mu+self.sigma, facecolor='darkred', interpolate=True)
self.axes.fill_between(bins, y*100 ,0, where=bins<self.mu-self.sigma, facecolor='darkred', interpolate=True )
if self.compare_cb.isChecked() :
self.axes.set_title("performance graph of %s VS you " % self.name )
x = self.playermu + self.playersigma*np(50000)
n, bins, patches = self.axes.hist(x, 100, normed=1, facecolor='green', alpha=0.55)
y2 = normpdf( bins, self.playermu, self.playersigma) * 100
self.axes.axis([min(self.mu-4*self.sigma, self.playermu-4*self.playersigma) , max(self.mu+4*self.sigma, self.playermu+4*self.playersigma), 0, max((100 + (max(y)*100)*1.5) / 2,(100 + (max(y2)*100)*1.5) / 2)])
self.axes.plot(bins, y2*100, linewidth=.5, linestyle = 'None', color = 'blue', alpha = 1.0)
self.axes.fill(bins, y2*100, 'r--', linewidth=0, alpha=.5, facecolor='blue')
#self.axes.fill_between(bins, y2*100 ,0, where=bins>self.playermu+self.playersigma, facecolor='darkblue', interpolate=True)
#self.axes.fill_between(bins, y2*100 ,0, where=bins<self.playermu-self.playersigma, facecolor='darkblue', interpolate=True )
self.axes.annotate('Your most probable rating (%i)' % int(self.playermu), xy=(self.playermu, max(y2)*100), xycoords='data', xytext=(-50, 30), textcoords='offset points', arrowprops=dict(arrowstyle="wedge", facecolor='blue', linewidth=0), size = 7, alpha = 0.5, backgroundcolor='lightgrey')
text ="This is the potential rating of %s.\n66 percent chances to be between %i and %i. (you : between %i and %i)" % (self.name,int(self.mu-self.sigma), int(self.mu+self.sigma), int(self.playermu-self.playersigma), int(self.playermu+self.playersigma))
self.textbox.setText(text + "\n%.2f percent chances to be %i (You : \n%.2f percent chances to be %i)" % (round((max(y)*100),2), int(self.mu), round((max(y2)*100),2), int(self.playermu)))
self.textbox.setText(self.textbox.text() + "\nThe worst rating possible is the one in the leaderboard : %i (you : %i)" % (int(self.mu-3*self.sigma), int(self.playermu-3*self.playersigma)))
teamsTrueskill = []
Team1 = Team()
Team1.addPlayer("1", Rating(self.mu, self.sigma))
Team2 = Team()
Team2.addPlayer("2", Rating(self.playermu, self.playersigma))
teamsTrueskill.append(Team1)
teamsTrueskill.append(Team2)
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(gameInfo, teamsTrueskill) * 100
self.textbox.setText(self.textbox.text() + "\nProbabilites of having a even match : %.2f percent" % gamequality )
self.canvas.draw()
def getBestMatchup(self):
#getting number of current teams
nTeams = self.getTeamsCount()
if nTeams == 0:
return "No teams formed yet"
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
if len(self.trueSkillPlayers) % nTeams:
return "Missing players for this number of teams (%i)" % (
int(nTeams))
platoon = len(self.trueSkillPlayers) / nTeams
matchs = []
for perm in list(self.permutations(self.trueSkillPlayers)):
match = []
for j in range(nTeams):
team = []
for i in range(platoon):
index = i + platoon * j
team.append(perm[index])
team = sorted(team)
match.append(team)
matchs.append(match)
a = []
matchQuality = 0
winningTeam = None
for item in matchs:
if not item[0] in a:
a.append(item[0])
Teams = []
for i in range(nTeams):
resultTeam = Team()
for j in range(len(item[i])):
for player in item[i][j].getAllPlayers():
resultTeam.addPlayer(player,
item[i][j].getRating())
Teams.append(resultTeam)
curQual = calculator.calculateMatchQuality(gameInfo, Teams)
if curQual > matchQuality:
matchQuality = curQual
winningTeam = Teams
msg = "The best composition for teams is \n"
for teams in winningTeam:
msg = msg + 'team %i' % i + '\n'
for player in teams.getAllPlayers():
msg = msg + "player " + str(player.getId()) + "(" + str(
teams.getRating(player)) + ")\n"
i = i + 1
msg = msg + "Game Quality : " + str(matchQuality * 100) + '%'
return msg
def getBestMatchup(self):
if not self.state == "open":
return "game in play"
nTeams = 0
for t in self.teamlist :
if t != -1 :
nTeams += 1
if nTeams != 2 or len(self.players) <= 2 :
return "No teams formed yet"
if len(self.players) % nTeams :
return "Missing players for this number of teams (%i)" % (int(nTeams))
if (len(self.players) / nTeams) == 1 :
return "Only one player per team"
playerlist = {}
for player in self.players :
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
rating = mean - 3 * dev
playerlist[player] = rating
i = 0
bestTeams = {}
bestTeams[1] = []
bestTeams[2] = []
for key, value in sorted(playerlist.iteritems(), key=lambda (k,v): (v,k), reverse=True):
bestTeams[self.assignToTeam(i)].append(key)
i = i + 1
msg = ""
# i = 0
# for teams in winningTeam :
#
msg += ", ".join(bestTeams[1])
# i = i + 1
# if i != len(winningTeam) :
msg += "<br/>Vs<br/>"
msg += ", ".join(bestTeams[2])
teamsTrueskill = []
invalidTS = False
for player in bestTeams[1] :
curTeam = Team()
if player in self.client.players :
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else :
self.invalidTS = True
teamsTrueskill.append(curTeam)
for player in bestTeams[2] :
curTeam = Team()
if player in self.client.players :
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else :
self.invalidTS = True
teamsTrueskill.append(curTeam)
# computing game quality :
if invalidTS == False :
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(gameInfo, teamsTrueskill)
if gamequality < 1 :
gamequality = round((gamequality * 100), 2)
msg = msg + "<br/>Game Quality will be : " + str(gamequality) + '%'
return msg
def update(self, message, client):
'''
Updates this item from the message dictionary supplied
'''
foo = message
message = copy.deepcopy(foo)
self.client = client
self.title = message['title']
self.host = message['host']
self.teams = dict.copy(message['teams'])
self.access = message.get('access', 'public')
self.mod = message['featured_mod']
self.modVersion = message.get('featured_mod_versions', [])
self.mods = message.get('sim_mods',{})
self.options = message.get('options', [])
self.numplayers = message.get('num_players', 0)
self.slots = message.get('max_players',12)
oldstate = self.state
self.state = message['state']
# Assemble a players & teams lists
self.teamlist = []
self.observerlist = []
self.realPlayers = []
self.teamsTrueskill = []
self.gamequality = 0
self.invalidTS = False
self.nTeams = 0
#HACK: Visibility field not supported yet.
self.private = self.title.lower().find("private") != -1
self.setHidden((self.state != 'open') or (self.mod in mod_invisible))
# Clear the status for all involved players (url may change, or players may have left, or game closed)
for player in self.players:
if player in client.urls:
del client.urls[player]
# Just jump out if we've left the game, but tell the client that all players need their states updated
if self.state == "closed":
client.usersUpdated.emit(self.players)
return
self.players = []
for team in self.teams:
self.players.extend(self.teams[team])
# Map preview code
if self.mapname != message['mapname']:
self.mapname = message['mapname']
self.mapdisplayname = maps.getDisplayName(self.mapname)
refresh_icon = True
else:
refresh_icon = False
#Resolve pretty display name
self.moddisplayname = self.mod
self.modoptions = []
if self.mod in mods :
self.moddisplayname = mods[self.mod].name
self.modoptions = mods[self.mod].options
#Checking if the mod has options
#Alternate icon: If private game, use game_locked icon. Otherwise, use preview icon from map library.
if refresh_icon:
if self.access == "password" or self.private:
icon = util.icon("games/private_game.png")
else:
icon = maps.preview(self.mapname)
if not icon:
self.client.downloader.downloadMap(self.mapname, self)
icon = util.icon("games/unknown_map.png")
self.setIcon(icon)
# Used to differentiate between newly added / removed and previously present players
oldplayers = set(self.players)
self.playerIncluded = False
if self.state == "open" :
if "1" in self.teams and "2" in self.teams and self.client.login != None and self.client.login not in self.teams["1"] and self.client.login not in self.teams["2"] :
if len(self.teams["1"]) < len(self.teams["2"]) :
self.teams["1"].append(self.client.login)
self.playerIncluded = True
elif len(self.teams["1"]) > len(self.teams["2"]) :
self.teams["2"].append(self.client.login)
self.playerIncluded = True
if self.state == "open" and "1" in self.teams and "2" in self.teams :
for team in self.teams:
if team != "-1" :
self.realPlayers.extend(self.teams[team])
if team == 0 :
for player in self.teams[team] :
curTeam = Team()
if player in self.client.players :
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else :
self.invalidTS = True
self.teamsTrueskill.append(curTeam)
else :
curTeam = Team()
if team == "1" and (len(self.teams["1"]) < len(self.teams["2"])) and self.playerIncluded == True :
if self.client.login in self.client.players :
curTeam.addPlayer(self.client.login, Rating(self.client.players[self.client.login]["rating_mean"], self.client.players[self.client.login]["rating_deviation"]))
if team == "2" and (len(self.teams["1"]) > len(self.teams["2"])) and self.playerIncluded == True :
if self.client.login in self.client.players :
curTeam.addPlayer(self.client.login, Rating(self.client.players[self.client.login]["rating_mean"], self.client.players[self.client.login]["rating_deviation"]))
for player in self.teams[team] :
if player in self.client.players :
if self.client.isFoe(player) :
self.hasFoe = True
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else :
self.invalidTS = True
self.teamsTrueskill.append(curTeam)
# computing game quality :
if len(self.teamsTrueskill) > 1 and self.invalidTS == False :
self.nTeams = 0
for t in self.teams :
if int(t) != -1 :
self.nTeams += 1
realPlayers = len(self.realPlayers)
if realPlayers % self.nTeams == 0 :
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(gameInfo, self.teamsTrueskill)
if gamequality < 1 :
self.gamequality = round((gamequality * 100), 2)
strQuality = ""
if self.gamequality == 0 :
strQuality = "? %"
else :
strQuality = str(self.gamequality)+" %"
if len(self.players) == 1:
playerstring = "player"
else:
playerstring = "players"
self.numplayers = len(self.players)
self.playerIncludedTxt = ""
if self.playerIncluded :
self.playerIncludedTxt = "(with you)"
color = client.getUserColor(self.host)
for player in self.players :
if self.client.isFoe(player) :
color = client.getUserColor(player)
self.editTooltip()
if self.mod == "faf" or self.mod == "balancetesting" and not self.mods:
self.setText(self.FORMATTER_FAF.format(color=color, mapslots = self.slots, mapdisplayname=self.mapdisplayname, title=self.title, host=self.host, players=self.numplayers, playerstring=playerstring, gamequality = strQuality, playerincluded = self.playerIncludedTxt))
else:
if not self.mods:
modstr = self.mod
else:
if self.mod == 'faf': modstr = ", ".join(self.mods.values())
else: modstr = self.mod + " & " + ", ".join(self.mods.values())
if len(modstr) > 20: modstr = modstr[:15] + "..."
self.setText(self.FORMATTER_MOD.format(color=color, mapslots = self.slots, mapdisplayname=self.mapdisplayname, title=self.title, host=self.host, players=self.numplayers, playerstring=playerstring, gamequality = strQuality, playerincluded = self.playerIncludedTxt, mod=modstr))
if self.uid == 0:
return
#Spawn announcers: IF we had a gamestate change, show replay and hosting announcements
if (oldstate != self.state):
if (self.state == "playing"):
QtCore.QTimer.singleShot(5*60000, self.announceReplay) #The delay is there because we have a 5 minutes delay in the livereplay server
elif (self.state == "open"):
QtCore.QTimer.singleShot(35000, self.announceHosting) #The delay is there because we currently the host needs time to choose a map
# Update player URLs
for player in self.players:
client.urls[player] = self.url(player)
# Determine which players are affected by this game's state change
newplayers = set(self.players)
affectedplayers = oldplayers | newplayers
client.usersUpdated.emit(list(affectedplayers))
def getMatchQuality(self, team1, team2):
matchup = [team1.getTrueskillTeam(), team2.getTrueskillTeam()]
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, matchup)
def getBestMatchup(self):
if not self.state == "open":
return "game in play"
nTeams = 0
for t in self.teamlist:
if t != -1:
nTeams += 1
if nTeams != 2 or len(self.players) <= 2:
return "No teams formed yet"
if len(self.players) % nTeams:
return "Missing players for this number of teams (%i)" % (
int(nTeams))
if (len(self.players) / nTeams) == 1:
return "Only one player per team"
playerlist = {}
for player in self.players:
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
rating = mean - 3 * dev
playerlist[player] = rating
i = 0
bestTeams = {}
bestTeams[1] = []
bestTeams[2] = []
for key, value in sorted(playerlist.iteritems(),
key=lambda (k, v): (v, k),
reverse=True):
bestTeams[self.assignToTeam(i)].append(key)
i = i + 1
msg = ""
# i = 0
# for teams in winningTeam :
#
msg += ", ".join(bestTeams[1])
# i = i + 1
# if i != len(winningTeam) :
msg += "<br/>Vs<br/>"
msg += ", ".join(bestTeams[2])
teamsTrueskill = []
invalidTS = False
for player in bestTeams[1]:
curTeam = Team()
if player in self.client.players:
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else:
self.invalidTS = True
teamsTrueskill.append(curTeam)
for player in bestTeams[2]:
curTeam = Team()
if player in self.client.players:
mean = self.client.players[player]["rating_mean"]
dev = self.client.players[player]["rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else:
self.invalidTS = True
teamsTrueskill.append(curTeam)
# computing game quality :
if invalidTS == False:
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(
gameInfo, teamsTrueskill)
if gamequality < 1:
gamequality = round((gamequality * 100), 2)
msg = msg + "<br/>Game Quality will be : " + str(
gamequality) + '%'
return msg
def update(self, message, client):
'''
Updates this item from the message dictionary supplied
'''
foo = message
message = copy.deepcopy(foo)
self.client = client
self.title = message['title']
self.host = message['host']
self.teams = dict.copy(message['teams'])
self.access = message.get('access', 'public')
self.mod = message['featured_mod']
self.modVersion = message.get('featured_mod_versions', [])
self.mods = message.get('sim_mods', {})
self.options = message.get('options', [])
self.numplayers = message.get('num_players', 0)
self.slots = message.get('max_players', 12)
oldstate = self.state
self.state = message['state']
# Assemble a players & teams lists
self.teamlist = []
self.observerlist = []
self.realPlayers = []
self.teamsTrueskill = []
self.gamequality = 0
self.invalidTS = False
self.nTeams = 0
#HACK: Visibility field not supported yet.
self.private = self.title.lower().find("private") != -1
self.setHidden((self.state != 'open') or (self.mod in mod_invisible))
# Clear the status for all involved players (url may change, or players may have left, or game closed)
for player in self.players:
if player in client.urls:
del client.urls[player]
# Just jump out if we've left the game, but tell the client that all players need their states updated
if self.state == "closed":
client.usersUpdated.emit(self.players)
return
self.players = []
for team in self.teams:
self.players.extend(self.teams[team])
# Map preview code
if self.mapname != message['mapname']:
self.mapname = message['mapname']
self.mapdisplayname = maps.getDisplayName(self.mapname)
refresh_icon = True
else:
refresh_icon = False
#Resolve pretty display name
self.moddisplayname = self.mod
self.modoptions = []
if self.mod in mods:
self.moddisplayname = mods[self.mod].name
self.modoptions = mods[self.mod].options
#Checking if the mod has options
#Alternate icon: If private game, use game_locked icon. Otherwise, use preview icon from map library.
if refresh_icon:
if self.access == "password" or self.private:
icon = util.icon("games/private_game.png")
else:
icon = maps.preview(self.mapname)
if not icon:
self.client.downloader.downloadMap(self.mapname, self)
icon = util.icon("games/unknown_map.png")
self.setIcon(icon)
# Used to differentiate between newly added / removed and previously present players
oldplayers = set(self.players)
self.playerIncluded = False
if self.state == "open":
if "1" in self.teams and "2" in self.teams and self.client.login != None and self.client.login not in self.teams[
"1"] and self.client.login not in self.teams["2"]:
if len(self.teams["1"]) < len(self.teams["2"]):
self.teams["1"].append(self.client.login)
self.playerIncluded = True
elif len(self.teams["1"]) > len(self.teams["2"]):
self.teams["2"].append(self.client.login)
self.playerIncluded = True
if self.state == "open" and "1" in self.teams and "2" in self.teams:
for team in self.teams:
if team != "-1":
self.realPlayers.extend(self.teams[team])
if team == 0:
for player in self.teams[team]:
curTeam = Team()
if player in self.client.players:
mean = self.client.players[player][
"rating_mean"]
dev = self.client.players[player][
"rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else:
self.invalidTS = True
self.teamsTrueskill.append(curTeam)
else:
curTeam = Team()
if team == "1" and (len(self.teams["1"]) < len(
self.teams["2"])
) and self.playerIncluded == True:
if self.client.login in self.client.players:
curTeam.addPlayer(
self.client.login,
Rating(
self.client.players[
self.client.login]["rating_mean"],
self.client.players[self.client.login]
["rating_deviation"]))
if team == "2" and (len(self.teams["1"]) > len(
self.teams["2"])
) and self.playerIncluded == True:
if self.client.login in self.client.players:
curTeam.addPlayer(
self.client.login,
Rating(
self.client.players[
self.client.login]["rating_mean"],
self.client.players[self.client.login]
["rating_deviation"]))
for player in self.teams[team]:
if player in self.client.players:
if self.client.isFoe(player):
self.hasFoe = True
mean = self.client.players[player][
"rating_mean"]
dev = self.client.players[player][
"rating_deviation"]
curTeam.addPlayer(player, Rating(mean, dev))
else:
self.invalidTS = True
self.teamsTrueskill.append(curTeam)
# computing game quality :
if len(self.teamsTrueskill) > 1 and self.invalidTS == False:
self.nTeams = 0
for t in self.teams:
if int(t) != -1:
self.nTeams += 1
realPlayers = len(self.realPlayers)
if realPlayers % self.nTeams == 0:
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(
gameInfo, self.teamsTrueskill)
if gamequality < 1:
self.gamequality = round((gamequality * 100), 2)
strQuality = ""
if self.gamequality == 0:
strQuality = "? %"
else:
strQuality = str(self.gamequality) + " %"
if len(self.players) == 1:
playerstring = "player"
else:
playerstring = "players"
self.numplayers = len(self.players)
self.playerIncludedTxt = ""
if self.playerIncluded:
self.playerIncludedTxt = "(with you)"
color = client.getUserColor(self.host)
for player in self.players:
if self.client.isFoe(player):
color = client.getUserColor(player)
self.editTooltip()
if self.mod == "faf" or self.mod == "balancetesting" and not self.mods:
self.setText(
self.FORMATTER_FAF.format(
color=color,
mapslots=self.slots,
mapdisplayname=self.mapdisplayname,
title=self.title,
host=self.host,
players=self.numplayers,
playerstring=playerstring,
gamequality=strQuality,
playerincluded=self.playerIncludedTxt))
else:
if not self.mods:
modstr = self.mod
else:
if self.mod == 'faf': modstr = ", ".join(self.mods.values())
else: modstr = self.mod + " & " + ", ".join(self.mods.values())
if len(modstr) > 20: modstr = modstr[:15] + "..."
self.setText(
self.FORMATTER_MOD.format(
color=color,
mapslots=self.slots,
mapdisplayname=self.mapdisplayname,
title=self.title,
host=self.host,
players=self.numplayers,
playerstring=playerstring,
gamequality=strQuality,
playerincluded=self.playerIncludedTxt,
mod=modstr))
if self.uid == 0:
return
#Spawn announcers: IF we had a gamestate change, show replay and hosting announcements
if (oldstate != self.state):
if (self.state == "playing"):
QtCore.QTimer.singleShot(
5 * 60000, self.announceReplay
) #The delay is there because we have a 5 minutes delay in the livereplay server
elif (self.state == "open"):
QtCore.QTimer.singleShot(
35000, self.announceHosting
) #The delay is there because we currently the host needs time to choose a map
# Update player URLs
for player in self.players:
client.urls[player] = self.url(player)
# Determine which players are affected by this game's state change
newplayers = set(self.players)
affectedplayers = oldplayers | newplayers
client.usersUpdated.emit(list(affectedplayers))
def on_draw(self):
""" Redraws the figure
"""
str = unicode(self.textbox.text())
x = self.mu + self.sigma * np(50000)
self.axes.clear()
self.axes.grid(self.grid_cb.isChecked())
self.axes.set_xlabel("Skill")
self.axes.set_ylabel("Probability %")
#self.ylabel('')
self.axes.set_title("performance graph of %s" % self.name)
#
## the histogram of the data
n, bins, patches = self.axes.hist(x,
100,
normed=1,
facecolor='green',
alpha=0.55)
y = normpdf(bins, self.mu, self.sigma) * 100
text = "This is the potential rating of %s.\n66 percent chances to be between %i and %i." % (
self.name, int(self.mu - self.sigma), int(self.mu + self.sigma))
self.textbox.setText(text + "\n%.2f percent chances to be %i" %
(round((max(y) * 100), 2), int(self.mu)))
self.textbox.setText(
self.textbox.text() +
"\nThe worst rating possible is the one in the leaderboard : %i" %
int(self.mu - 3 * self.sigma))
self.axes.axis([
self.mu - 4 * self.sigma, self.mu + 4 * self.sigma, 0,
(100 + (max(y) * 100) * 1.5) / 2
])
#self.axes.hist(x, bins, normed=1, facecolor='green',)
self.axes.plot(bins,
y * 100,
linewidth=.5,
linestyle='None',
color='red',
alpha=1.0)
self.axes.fill(bins,
y * 100,
'r--',
linewidth=0,
alpha=.5,
facecolor='red')
self.axes.annotate(('%s maximum rating (%i)' % (self.name, self.mu)),
xy=(self.mu, max(y) * 100),
xycoords='data',
xytext=(-50, 30),
textcoords='offset points',
arrowprops=dict(arrowstyle="wedge",
facecolor='red',
linewidth=0),
size=7,
alpha=0.5,
backgroundcolor='lightgrey')
if not self.compare_cb.isChecked():
self.axes.fill_between(bins,
y * 100,
0,
where=bins > self.mu + self.sigma,
facecolor='darkred',
interpolate=True)
self.axes.fill_between(bins,
y * 100,
0,
where=bins < self.mu - self.sigma,
facecolor='darkred',
interpolate=True)
if self.compare_cb.isChecked():
self.axes.set_title("performance graph of %s VS you " % self.name)
x = self.playermu + self.playersigma * np(50000)
n, bins, patches = self.axes.hist(x,
100,
normed=1,
facecolor='green',
alpha=0.55)
y2 = normpdf(bins, self.playermu, self.playersigma) * 100
self.axes.axis([
min(self.mu - 4 * self.sigma,
self.playermu - 4 * self.playersigma),
max(self.mu + 4 * self.sigma,
self.playermu + 4 * self.playersigma), 0,
max((100 + (max(y) * 100) * 1.5) / 2,
(100 + (max(y2) * 100) * 1.5) / 2)
])
self.axes.plot(bins,
y2 * 100,
linewidth=.5,
linestyle='None',
color='blue',
alpha=1.0)
self.axes.fill(bins,
y2 * 100,
'r--',
linewidth=0,
alpha=.5,
facecolor='blue')
#self.axes.fill_between(bins, y2*100 ,0, where=bins>self.playermu+self.playersigma, facecolor='darkblue', interpolate=True)
#self.axes.fill_between(bins, y2*100 ,0, where=bins<self.playermu-self.playersigma, facecolor='darkblue', interpolate=True )
self.axes.annotate('Your most probable rating (%i)' %
int(self.playermu),
xy=(self.playermu, max(y2) * 100),
xycoords='data',
xytext=(-50, 30),
textcoords='offset points',
arrowprops=dict(arrowstyle="wedge",
facecolor='blue',
linewidth=0),
size=7,
alpha=0.5,
backgroundcolor='lightgrey')
text = "This is the potential rating of %s.\n66 percent chances to be between %i and %i. (you : between %i and %i)" % (
self.name,
int(self.mu - self.sigma), int(self.mu + self.sigma),
int(self.playermu - self.playersigma),
int(self.playermu + self.playersigma))
self.textbox.setText(
text +
"\n%.2f percent chances to be %i (You : \n%.2f percent chances to be %i)"
% (round((max(y) * 100), 2), int(self.mu),
round((max(y2) * 100), 2), int(self.playermu)))
self.textbox.setText(
self.textbox.text() +
"\nThe worst rating possible is the one in the leaderboard : %i (you : %i)"
% (int(self.mu - 3 * self.sigma),
int(self.playermu - 3 * self.playersigma)))
teamsTrueskill = []
Team1 = Team()
Team1.addPlayer("1", Rating(self.mu, self.sigma))
Team2 = Team()
Team2.addPlayer("2", Rating(self.playermu, self.playersigma))
teamsTrueskill.append(Team1)
teamsTrueskill.append(Team2)
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
gamequality = calculator.calculateMatchQuality(
gameInfo, teamsTrueskill) * 100
self.textbox.setText(
self.textbox.text() +
"\nProbabilites of having a even match : %.2f percent" %
gamequality)
self.canvas.draw()
def getMatchQuality(self, team1, team2):
matchup = [team1.getTrueskillTeam(), team2.getTrueskillTeam()]
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
return calculator.calculateMatchQuality(gameInfo, matchup)
def getBestMatchup(self):
#getting number of current teams
nTeams = self.getTeamsCount()
if nTeams == 0 :
return "No teams formed yet"
gameInfo = GameInfo()
calculator = FactorGraphTrueSkillCalculator()
if len(self.trueSkillPlayers) % nTeams :
return "Missing players for this number of teams (%i)" % (int(nTeams))
platoon = len(self.trueSkillPlayers) / nTeams
matchs = []
for perm in list(self.permutations(self.trueSkillPlayers)) :
match = []
for j in range(nTeams) :
team = []
for i in range(platoon) :
index = i+platoon*j
team.append(perm[index])
team=sorted(team)
match.append(team)
matchs.append(match)
a = []
matchQuality = 0
winningTeam = None
for item in matchs:
if not item[0] in a:
a.append(item[0])
Teams = []
for i in range(nTeams) :
resultTeam = Team()
for j in range(len(item[i])) :
for player in item[i][j].getAllPlayers() :
resultTeam.addPlayer(player, item[i][j].getRating())
Teams.append(resultTeam)
curQual = calculator.calculateMatchQuality(gameInfo, Teams)
if curQual > matchQuality :
matchQuality = curQual
winningTeam = Teams
msg = "The best composition for teams is \n"
for teams in winningTeam :
msg = msg + 'team %i' %i + '\n'
for player in teams.getAllPlayers() :
msg = msg + "player " + str(player.getId()) + "(" + str(teams.getRating(player)) + ")\n"
i = i + 1
msg = msg + "Game Quality : " + str(matchQuality * 100) + '%'
return msg