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open-web-leaderboard/balance.py
Yannik Schmidt 159871be47 Lol
2021-12-20 19:55:51 +01:00

69 lines
2.3 KiB
Python

from constants import *
NO_CHANGE = -1
def shouldSwapBasedOnPrio(teams, curIndex, compareIndex, curTeamIndex):
'''Return a team ID in which to switch with the compare index'''
otherTeam = (curTeamIndex + 1) % 2
curPrio = teams[curTeamIndex].affinityFor(curIndex)
compPrioOtherTeam = teams[otherTeam].affinityFor(compareIndex)
compPrioSameTeam = team[otherTeam].affinityFor(compareIndex)
if curPrio > compPrioSameTeam and compPrioSameTeam > compPrioOtherTeam:
return compPrioSameTeam
elif curPrio > compPrioOtherTeam:
return compPrioOtherTeam
else:
return NO_CHANGE
def swap(teams, teamIndex1, teamIndex2, pos1, pos2):
'''Swap two positions in the same or different teams'''
tmp = teams[teamIndex1][pos1]
teams[teamIndex1][pos1] = teams[teamIndex2][pos2]
teams[teamIndex2][pos2] = tmp
def ratingDiff(team1, team2):
'''Positive if first > seconds, negative if second > first, 0 if equal'''
return sum([p.rating for p in team1]) - sum([p.rating for p in team2])
def balance(players):
# initial teams #
playersByRating = sorted(players, key=lambda p: p.rating)
teams = dict( { 0 : [] }, { 1 : [] } )
for i in range(0, len(playersByRating)):
teams[i%2] = playersByRating[i]
# optimize positions worst case ~8n^2 * 2log(n) #
for teamIndex in teams.keys():
changed = True
while changed:
changed = False
for curIndex in range(0, 5)
for compareIndex in range(curIndex, 5)
if curIndex == compareIndex:
continue
# shouldSwap return -1 for no swap or the team to swap with #
swapTeam = shouldSwapBasedOnPrio(teams, curIndex, compareIndex, teamIndex)
elif VALID_INDEX(swapTeam):
changed = True
swap(teams, teamIndex, swapTeam, curIndex, compareIndex)
# optimize team rating #
changedRating = True
while changedRating:
diff = ratingDiff(teams[0], teams[1])
diffByPos = [ teams[0][i] - teams[1][i] for i in range(0, 5) ]
for i in range(0, diffByPos):
diffHelper = abs(diffByPos[i]-diff)
if diffHelper <
for curIndex in range(0, len(teams[0])):
if rating diff