def getUsage(filename,col,weight,usage): tempUsage, nBattles = readTable(filename) for i in tempUsage: if keyify(i) not in usage: usage[keyify(i)]=[0,0,0,0,0] if i != 'empty': usage[keyify(i)][col] = usage[keyify(i)][col]+weight*6.0*tempUsage[i]/sum(tempUsage.values())/24
def getUsage(filename,col,weight,usage): tempUsage, nBattles = readTable(filename) for i in tempUsage: if keyify(i) not in usage: usage[keyify(i)]=[0,0,0,0,0] if i != 'empty': usage[keyify(i)][col] = usage[keyify(i)][col]+weight*6.0*tempUsage[i]/sum(tempUsage.values())/24
#!/usr/bin/python
import sys
from common import readTable
old,nold = readTable(sys.argv[1])
new,nnew = readTable(sys.argv[2])
diff = {}
for poke in new.keys():
if poke not in old.keys():
old[poke]=0.0
diff[poke]=new[poke]-old[poke]
pokes=[]
for i in diff.keys():
pokes.append([i,diff[i]])
pokes=sorted(pokes, key=lambda pokes:-pokes[1])
if (nold != nnew):
if (nold < nnew):
printme = " Up %5.2f%%" % (100*float(nnew-nold)/nold)
else:
printme = " Down %5.2f%%" % (100*float(nold-nnew)/nold)
print printme
print " + ------------------ + --------- + "
print " | Pokemon | Diff (%) | "
print " + ------------------ + --------- + "
for i in range(0,len(pokes)):
if abs(pokes[i][1]) > 0.001:
specs += '{:.0f}'.format(cutoff)
file = open('Raw/moveset/'+str(sys.argv[1])+'/teammate'+specs+'.pickle')
teammateMatrix = pickle.load(file)
file.close()
file = open('Raw/moveset/'+str(sys.argv[1])+'/encounterMatrix'+specs+'.pickle')
encounterMatrix = pickle.load(file)
file.close()
filename = 'Stats/'+str(sys.argv[1])+specs+'.txt'
file = open(filename)
table=file.readlines()
file.close()
usage,nBattles = readTable('Stats/'+str(sys.argv[1])+specs+'.txt')
pokes = []
for poke in usage.keys():
pokes.append([poke,usage[poke]])
if sys.argv[1] in ['randombattle','challengecup','challengecup1v1','seasonal']:
pokes=sorted(pokes)
else:
pokes=sorted(pokes, key=lambda pokes:-pokes[1])
chaos = {'info': {'metagame': str(sys.argv[1]), 'cutoff': cutoff, 'cutoff deviation': cutoffdeviation, 'team type': teamtype, 'number of battles': nBattles},'data':{}}
for poke in pokes:
if poke[1] < 0.0001: #1/100th of a percent
break
stuff = movesetCounter('Raw/moveset/'+str(sys.argv[1])+'/'+keyify(poke[0]),cutoff,teamtype,usage)
stuff['usage']=poke[1]
def main(months):
file = open('keylookup.pickle')
keyLookup = pickle.load(file)
file.close()
rise = [0.06696700846,0.04515839608,0.03406367107][len(months)-1]
drop = [0.01717940145,0.02284003156,0.03406367107][len(months)-1]
formatsData = getBattleFormatsData()
curTiers = {}
NFE=[]
for poke in formatsData:
if poke in ['pichuspikyeared', 'unownb', 'unownc', 'unownd', 'unowne', 'unownf', 'unowng', 'unownh', 'unowni', 'unownj', 'unownk', 'unownl', 'unownm', 'unownn', 'unowno', 'unownp', 'unownq', 'unownr', 'unowns', 'unownt', 'unownu', 'unownv', 'unownw', 'unownx', 'unowny', 'unownz', 'unownem', 'unownqm', 'burmysandy', 'burmytrash', 'cherrimsunshine', 'shelloseast', 'gastrodoneast', 'deerlingsummer', 'deerlingautumn', 'deerlingwinter', 'sawsbucksummer', 'sawsbuckautumn', 'sawsbuckwinter', 'keldeoresolution', 'genesectdouse', 'genesectburn', 'genesectshock', 'genesectchill', 'basculinbluestriped', 'darmanitanzen','keldeoresolute','pikachucosplay']:
continue
if 'isNonstandard' in formatsData[poke]:
if formatsData[poke]['isNonstandard']:
continue
#if 'requiredItem' in formatsData[poke]:
# continue
#if poke == 'rayquazamega':
# continue
if 'tier' not in formatsData[poke].keys():
continue
old = formatsData[poke]['tier']
if old[0] == '(':
old = old[1:-1]
if old in ['NFE','LC']:
NFE.append(poke)
if old == 'Illegal' or old == 'Unreleased':
continue
elif old not in tiers:
old = 'PU'
curTiers[poke]=old
usage = {} #track usage across all relevant tiers [OU,UU,RU,NU]
remaining=24.0
for i in xrange(len(months)):
weight = remaining
if i + 1 < len(months):
if i == 0:
weight = 20.0
if i == 1:
weight = 3.0
remaining -= weight
usageTiers = ['ou','uu','ru','nu','pu']
for j in xrange(len(usageTiers)):
nRegular = nSuspect = 0
baseline = "1630"
if usageTiers[j] in ['ou']:
baseline = "1695"
try:
usageRegular, nRegular = readTable(months[i]+"/Stats/"+usageTiers[j]+"-"+baseline+".txt")
except IOError:
pass
try:
usageSuspect, nSuspect = readTable(months[i]+"/Stats/"+usageTiers[j]+"suspecttest-"+baseline+".txt")
except IOError:
pass
if nRegular > 0:
for poke in usageRegular:
if keyify(poke) not in usage:
usage[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usage[keyify(poke)][j] += weight*nRegular/(nRegular+nSuspect)*usageRegular[poke]/24
if nSuspect > 0:
for poke in usageSuspect:
if keyify(poke) not in usage:
usage[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usage[keyify(poke)][j] += weight*nSuspect/(nRegular+nSuspect)*usageSuspect[poke]/24
#generate three-month tables and start working on that new tier list
OU = []
UU = []
RU = []
NU = []
PU = []
for i in usage:
if usage[i][0] > 0.0:
OU.append([i,usage[i][0]])
if usage[i][1] > 0.0:
UU.append([i,usage[i][1]])
if usage[i][2] > 0.0:
RU.append([i,usage[i][2]])
if usage[i][3] > 0.0:
NU.append([i,usage[i][3]])
if usage[i][4] > 0.0:
PU.append([i,usage[i][4]])
OU = sorted(OU, key=lambda OU:-OU[1])
UU = sorted(UU, key=lambda UU:-UU[1])
RU = sorted(RU, key=lambda RU:-RU[1])
NU = sorted(NU, key=lambda NU:-NU[1])
PU = sorted(PU, key=lambda PU:-PU[1])
makeTable(OU,"OU",keyLookup)
makeTable(UU,"UU",keyLookup)
makeTable(RU,"RU",keyLookup)
makeTable(NU,"NU",keyLookup)
newTiers={}
#start with Ubers
for poke in curTiers.keys():
if curTiers[poke] == 'Uber':
newTiers[poke] = 'Uber'
#next do the OU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][0] > rise and poke not in newTiers.keys():
newTiers[poke] = 'OU'
#next do the UU drops
for poke in curTiers.keys():
if curTiers[poke] == 'OU' and poke not in newTiers.keys():
if usage[poke][0] < drop:
newTiers[poke] = 'UU'
else:
newTiers[poke] = 'OU'
#next do BL
for poke in curTiers.keys():
if curTiers[poke] == 'BL' and poke not in newTiers.keys():
newTiers[poke] = 'BL'
#next do the UU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][1] > rise and poke not in newTiers.keys():
newTiers[poke] = 'UU'
#next do the RU drops
for poke in curTiers.keys():
if curTiers[poke] == 'UU' and poke not in newTiers.keys():
if usage[poke][1] < drop:
newTiers[poke] = 'RU'
else:
newTiers[poke] = 'UU'
#next do BL2
for poke in curTiers.keys():
if curTiers[poke] == 'BL2' and poke not in newTiers.keys():
newTiers[poke] = 'BL2'
#next do the RU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][2] > rise and poke not in newTiers.keys():
newTiers[poke] = 'RU'
#next do the NU drops
for poke in curTiers.keys():
if curTiers[poke] == 'RU' and poke not in newTiers.keys():
if usage[poke][2] < drop:
newTiers[poke] = 'NU'
else:
newTiers[poke] = 'RU'
#next do BL3
for poke in curTiers.keys():
if curTiers[poke] == 'BL3' and poke not in newTiers.keys():
newTiers[poke] = 'BL3'
#next do the NU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][3] > rise and poke not in newTiers.keys():
newTiers[poke] = 'NU'
#next do the PU drops
for poke in curTiers.keys():
if curTiers[poke] == 'NU' and poke not in newTiers.keys():
if usage[poke][3] < drop:
newTiers[poke] = 'PU'
else:
newTiers[poke] = 'NU'
#next do BL4
for poke in curTiers.keys():
if curTiers[poke] == 'BL4' and poke not in newTiers.keys():
newTiers[poke] = 'BL4'
#the rest are PU
for poke in curTiers.keys():
if poke not in newTiers.keys():
newTiers[poke] = 'PU'
print ""
for poke in curTiers:
if curTiers[poke] != newTiers[poke]:
species = keyLookup[poke]
if species.endswith('-Mega') or species.endswith('-Mega-X') or species.endswith('-Mega-Y') or species.endswith('-Primal'):
base = keyify(species[:species.index('-')]) #none of the megas have hyphenated names
if tiers.index(newTiers[base]) < tiers.index(newTiers[poke]): #if the base is in a higher tier
newTiers[poke] = newTiers[base]
continue
print species+" moved from "+curTiers[poke]+" to "+newTiers[poke]
print ""
print ""
print "[size=5][b]FU[/b][/size]"
print "FU is an unofficial tier. It is not currently supported on any simulator, but since [url=http://www.smogon.com/forums/forums/pu.327/?prefix_id=282]people have expressed interest in such a metagame[/url], here is a proper banlist:"
makeTable(PU,"PU",keyLookup)
fuBanlist = []
for poke in usage.keys():
if poke in curTiers:
if newTiers[poke] == 'PU' and (usage[poke][4] >= drop or curTiers[poke] == 'NU'):
fuBanlist.append(poke)
fuBanlist = sorted(fuBanlist)
printme = "[b]Banlist:[/b] "
for poke in fuBanlist:
printme += keyLookup[poke]+', '
printme = printme[:-2]
print printme
def main(months):
file = open('baseStats.json')
baseStats = json.loads(file.readline())
file.close()
validPokemon=baseStats.keys()
formats = json.load(open('formats.json'))
banlists={}
for format in ('lc','lcuu','doublesou', 'doublesuu'):
banlist=[]
for entry in formats[format]['banlist']:
keyified=keyify(entry)
if keyified in validPokemon:
banlist.append(keyified)
banlists[formats[format]['name']]=banlist
curTiers= {}
curTiers['LC']={}
curTiers['Doubles']={}
for poke in banlists['LC']:
curTiers['LC'][poke]='Uber'
for poke in banlists['LC UU']:
if poke not in curTiers['LC'].keys():
curTiers['LC'][poke]='OU'
for poke in banlists['Doubles OU']:
curTiers['Doubles'][poke]='Uber'
for poke in banlists['Doubles UU']:
if poke not in curTiers['Doubles'].keys():
curTiers['Doubles'][poke]='OU'
rise = [0.06696700846,0.04515839608,0.03406367107][len(months)-1]
drop = [0.01717940145,0.02284003156,0.03406367107][len(months)-1]
usageLC = {}
usageDoubles = {}
remaining=24.0
for i in xrange(len(months)):
weight = remaining
if i + 1 < len(months):
if i == 0:
weight = 20.0
if i == 1:
weight = 3.0
remaining -= weight
nRegular = nSuspect = 0
try:
usageRegular, nRegular = readTable(months[i]+"/Stats/lc-1630.txt")
except IOError:
pass
try:
usageSuspect, nSuspect = readTable(months[i]+"/Stats/lcsuspecttest-1630.txt")
except IOError:
pass
if nRegular > 0:
for poke in usageRegular:
if keyify(poke) not in usageLC:
usageLC[keyify(poke)]=[0,0]
if poke != 'empty':
usageLC[keyify(poke)][0] += weight*nRegular/(nRegular+nSuspect)*usageRegular[poke]/24
if nSuspect > 0:
for poke in usageSuspect:
if keyify(poke) not in usageLC:
usageLC[keyify(poke)]=[0,0]
if poke != 'empty':
usageLC[keyify(poke)][0] += weight*nSuspect/(nRegular+nSuspect)*usageSuspect[poke]/24
usageTiers = ['doublesou','doublesuu']
for j in xrange(len(usageTiers)):
nRegular = nSuspect = 0
baseline = "1630"
if usageTiers[j] in ['doublesou']:
baseline = "1695"
try:
usageRegular, nRegular = readTable(months[i]+"/Stats/"+usageTiers[j]+"-"+baseline+".txt")
except IOError:
pass
try:
usageSuspect, nSuspect = readTable(months[i]+"/Stats/"+usageTiers[j]+"suspecttest-"+baseline+".txt")
except IOError:
pass
if nRegular > 0:
for poke in usageRegular:
if keyify(poke) not in usageDoubles:
usageDoubles[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usageDoubles[keyify(poke)][j] += weight*nRegular/(nRegular+nSuspect)*usageRegular[poke]/24
if nSuspect > 0:
for poke in usageSuspect:
if keyify(poke) not in usageDoubles:
usageDoubles[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usageDoubles[keyify(poke)][j] += weight*nSuspect/(nRegular+nSuspect)*usageSuspect[poke]/24
#generate three-month tables and start working on that new tier list
newTiers={}
print "[size=5][b]Little Cup[/b][/size]"
(LCOU,LCUU) = usageToTiers(usageLC)
makeTable(LCOU,"LC OU",keyLookup)
#makeTable(LCUU,"LC UU",keyLookup)
newTiers['LC']=raiseAndDrop(curTiers['LC'],usageLC,'UU',rise,drop)
print ""
for poke in curTiers['LC']:
if curTiers['LC'][poke] != newTiers['LC'][poke]:
if newTiers['LC'][poke] != 'NU':
print keyLookup[poke]+" moved from LC "+curTiers['LC'][poke]+" to LC "+newTiers['LC'][poke]
print ""
print ""
print "[size=5][b]Doubles[/b][/size]"
(doublesOU,doublesUU) = usageToTiers(usageDoubles)
makeTable(doublesOU,"Doubles OU",keyLookup)
newTiers['Doubles']=raiseAndDrop(curTiers['Doubles'],usageDoubles,'UU',rise,drop)
print ""
newUU = []
for poke in curTiers['Doubles']:
if curTiers['Doubles'][poke] != newTiers['Doubles'][poke]:
species = keyLookup[poke]
if species.endswith('-Mega') or species.endswith('-Mega-X') or species.endswith('-Mega-Y') or species.endswith('-Primal'):
base = keyify(species[:species.index('-')]) #none of the megas have hyphenated names
if tiers.index(newTiers['Doubles'][base]) < tiers.index(newTiers['Doubles'][poke]): #if the base is in a higher tier
newTiers['Doubles'][poke] = newTiers['Doubles'][base]
continue
if newTiers['Doubles'][poke] != 'NU':
print keyLookup[poke]+" moved from Doubles "+curTiers['Doubles'][poke]+" to Doubles "+newTiers['Doubles'][poke]
print ""
print ""
print "[size=5][b]Doubles NU[/b][/size]"
print "Doubles NU is an unofficial metagame that's apparently so unpopular there's not even enough interest to support a challenge-only format. Still, it's conceivable that someone will want to play it, and that person should have an unofficial banlist to refer to. So..."
makeTable(doublesUU,"Doubles UU",keyLookup)
dnuBanlist = []
for poke in usageDoubles.keys():
if poke in curTiers['Doubles']:
if newTiers['Doubles'][poke] == 'UU' and (usageDoubles[poke][1] >= drop or curTiers['Doubles'][poke] == 'OU'):
dnuBanlist.append(poke)
dnuBanlist = sorted(dnuBanlist)
printme = "[b]Banlist:[/b] "
for poke in dnuBanlist:
printme += keyLookup[poke]+', '
printme = printme[:-2]
print printme
file = open('Raw/moveset/' + str(sys.argv[1]) + '/teammate' + specs +
'.pickle')
teammateMatrix = pickle.load(file)
file.close()
file = open('Raw/moveset/' + str(sys.argv[1]) + '/encounterMatrix' + specs +
'.pickle')
encounterMatrix = pickle.load(file)
file.close()
filename = 'Stats/' + str(sys.argv[1]) + specs + '.txt'
file = open(filename)
table = file.readlines()
file.close()
usage, nBattles = readTable('Stats/' + str(sys.argv[1]) + specs + '.txt')
pokes = []
for poke in usage.keys():
pokes.append([poke, usage[poke]])
if sys.argv[1] in [
'randombattle', 'challengecup', 'challengecup1v1', 'seasonal'
]:
pokes = sorted(pokes)
else:
pokes = sorted(pokes, key=lambda pokes: -pokes[1])
chaos = {
'info': {
'metagame': str(sys.argv[1]),
'cutoff': cutoff,
#!/usr/bin/python
import sys
from common import readTable
old, nold = readTable(sys.argv[1])
new, nnew = readTable(sys.argv[2])
diff = {}
for poke in new.keys():
if poke not in old.keys():
old[poke] = 0.0
diff[poke] = new[poke] - old[poke]
pokes = []
for i in diff.keys():
pokes.append([i, diff[i]])
pokes = sorted(pokes, key=lambda pokes: -pokes[1])
if nold != nnew:
if nold < nnew:
printme = " Up %5.2f%%" % (100 * float(nnew - nold) / nold)
else:
printme = " Down %5.2f%%" % (100 * float(nold - nnew) / nold)
print printme
print " + ------------------ + --------- + "
print " | Pokemon | Diff (%) | "
print " + ------------------ + --------- + "
for i in range(0, len(pokes)):
if abs(pokes[i][1]) > 0.001:
def main(months):
file = open('keylookup.pickle')
keyLookup = pickle.load(file)
file.close()
rise = [0.06696700846,0.04515839608,0.03406367107][len(months)-1]
drop = [0.01717940145,0.02284003156,0.03406367107][len(months)-1]
formatsData = getBattleFormatsData()
curTiers = {}
NFE=[]
for poke in formatsData:
if poke in ['pichuspikyeared', 'unownb', 'unownc', 'unownd', 'unowne', 'unownf', 'unowng', 'unownh', 'unowni', 'unownj', 'unownk', 'unownl', 'unownm', 'unownn', 'unowno', 'unownp', 'unownq', 'unownr', 'unowns', 'unownt', 'unownu', 'unownv', 'unownw', 'unownx', 'unowny', 'unownz', 'unownem', 'unownqm', 'burmysandy', 'burmytrash', 'cherrimsunshine', 'shelloseast', 'gastrodoneast', 'deerlingsummer', 'deerlingautumn', 'deerlingwinter', 'sawsbucksummer', 'sawsbuckautumn', 'sawsbuckwinter', 'keldeoresolution', 'genesectdouse', 'genesectburn', 'genesectshock', 'genesectchill', 'basculinbluestriped', 'darmanitanzen','keldeoresolute','pikachucosplay']:
continue
if 'isNonstandard' in formatsData[poke]:
if formatsData[poke]['isNonstandard']:
continue
#if 'requiredItem' in formatsData[poke]:
# continue
#if poke == 'rayquazamega':
# continue
if 'tier' not in formatsData[poke].keys():
continue
old = formatsData[poke]['tier']
if old[0] == '(':
old = old[1:-1]
if old in ['NFE','LC']:
NFE.append(poke)
if old == 'Illegal' or old == 'Unreleased':
continue
elif old not in tiers:
old = tiers[-1]
curTiers[poke]=old
usage = {} #track usage across all relevant tiers [OU,UU,RU,NU]
remaining=24.0
for i in xrange(len(months)):
weight = remaining
if i + 1 < len(months):
if i == 0:
weight = 20.0
if i == 1:
weight = 3.0
remaining -= weight
for j in xrange(len(usageTiers)):
n = {}
u = {}
baseline = "1630"
if usageTiers[j] in ['ou']:
baseline = "1695"
for k in ('', 'suspecttest', 'alpha', 'beta'):
try:
u[k], n[k] = readTable(months[i]+"/Stats/gen7"+usageTiers[j]+k+"-"+baseline+".txt")
except IOError:
pass
ntot = sum(n.values())
for k in u:
for poke in u[k]:
if keyify(poke) not in usage:
usage[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usage[keyify(poke)][j] += weight*n[k]/ntot*u[k][poke]/24
#generate three-month tables and start working on that new tier list
OU = []
UU = []
RU = []
'''
NU = []
PU = []
'''
for i in usage:
if usage[i][0] > 0.0:
OU.append([i,usage[i][0]])
if usage[i][1] > 0.0:
UU.append([i,usage[i][1]])
if usage[i][2] > 0.0:
RU.append([i,usage[i][2]])
'''
if usage[i][3] > 0.0:
NU.append([i,usage[i][3]])
if usage[i][4] > 0.0:
PU.append([i,usage[i][4]])
'''
OU = sorted(OU, key=lambda OU:-OU[1])
UU = sorted(UU, key=lambda UU:-UU[1])
RU = sorted(RU, key=lambda RU:-RU[1])
'''
NU = sorted(NU, key=lambda NU:-NU[1])
PU = sorted(PU, key=lambda PU:-PU[1])
'''
makeTable(OU,"OU",keyLookup)
makeTable(UU,"UU",keyLookup)
makeTable(RU,"RU",keyLookup)
'''
makeTable(NU,"NU",keyLookup)
'''
newTiers={}
#start with Ubers
for poke in curTiers.keys():
if curTiers[poke] == 'Uber':
newTiers[poke] = 'Uber'
for poke in curTiers.keys():
if poke not in usage:
newTiers[poke] = curTiers[poke]
#next do the OU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][0] > rise and poke not in newTiers.keys():
newTiers[poke] = 'OU'
#next do the UU drops
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'OU' and poke not in newTiers.keys():
if usage[poke][0] < drop:
newTiers[poke] = 'UU'
else:
newTiers[poke] = 'OU'
#next do BL
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'BL' and poke not in newTiers.keys():
newTiers[poke] = 'BL'
#next do the UU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][1] > rise and poke not in newTiers.keys():
newTiers[poke] = 'UU'
#next do the RU drops
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'UU' and poke not in newTiers.keys():
if usage[poke][1] < drop:
newTiers[poke] = 'RU'
else:
newTiers[poke] = 'UU'
#next do BL2
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'BL2' and poke not in newTiers.keys():
newTiers[poke] = 'BL2'
#next do the RU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][2] > rise and poke not in newTiers.keys():
newTiers[poke] = 'RU'
#next do the NU drops
for poke in curTiers.keys():
if curTiers[poke] == 'RU' and poke not in newTiers.keys():
if usage[poke][2] < drop:
newTiers[poke] = 'NU'
else:
newTiers[poke] = 'RU'
#next do BL3
for poke in curTiers.keys():
if curTiers[poke] == 'BL3' and poke not in newTiers.keys():
newTiers[poke] = 'BL3'
'''
#next do the NU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][3] > rise and poke not in newTiers.keys():
newTiers[poke] = 'NU'
#next do the PU drops
for poke in curTiers.keys():
if curTiers[poke] == 'NU' and poke not in newTiers.keys():
if usage[poke][3] < drop:
newTiers[poke] = 'PU'
else:
newTiers[poke] = 'NU'
#next do BL4
for poke in curTiers.keys():
if curTiers[poke] == 'BL4' and poke not in newTiers.keys():
newTiers[poke] = 'BL4'
'''
#the rest go in the lowest tier
for poke in curTiers.keys():
if poke not in newTiers.keys():
newTiers[poke] = tiers[-1]
print ""
for poke in curTiers:
if curTiers[poke] != newTiers[poke]:
species = keyLookup[poke]
if species.endswith('-Mega') or species.endswith('-Mega-X') or species.endswith('-Mega-Y') or species.endswith('-Primal'):
base = keyify(species[:species.index('-')]) #none of the megas have hyphenated names
if tiers.index(newTiers[base]) < tiers.index(newTiers[poke]): #if the base is in a higher tier
newTiers[poke] = newTiers[base]
continue
print species+" moved from "+curTiers[poke]+" to "+newTiers[poke]
def main(months):
file = open('keylookup.pickle')
keyLookup = pickle.load(file)
file.close()
rise = [0.06696700846,0.04515839608,0.03406367107][len(months)-1]
drop = [0.01717940145,0.02284003156,0.03406367107][len(months)-1]
formatsData = getBattleFormatsData()
curTiers = {}
NFE=[]
for poke in formatsData:
if poke in ['pichuspikyeared', 'unownb', 'unownc', 'unownd', 'unowne', 'unownf', 'unowng', 'unownh', 'unowni', 'unownj', 'unownk', 'unownl', 'unownm', 'unownn', 'unowno', 'unownp', 'unownq', 'unownr', 'unowns', 'unownt', 'unownu', 'unownv', 'unownw', 'unownx', 'unowny', 'unownz', 'unownem', 'unownqm', 'burmysandy', 'burmytrash', 'cherrimsunshine', 'shelloseast', 'gastrodoneast', 'deerlingsummer', 'deerlingautumn', 'deerlingwinter', 'sawsbucksummer', 'sawsbuckautumn', 'sawsbuckwinter', 'keldeoresolution', 'genesectdouse', 'genesectburn', 'genesectshock', 'genesectchill', 'basculinbluestriped', 'darmanitanzen','keldeoresolute','pikachucosplay']:
continue
if 'isNonstandard' in formatsData[poke]:
if formatsData[poke]['isNonstandard']:
continue
#if 'requiredItem' in formatsData[poke]:
# continue
#if poke == 'rayquazamega':
# continue
if 'tier' not in formatsData[poke].keys():
continue
old = formatsData[poke]['tier']
if old[0] == '(':
old = old[1:-1]
if old in ['NFE','LC']:
NFE.append(poke)
if old == 'Illegal' or old == 'Unreleased':
continue
elif old not in tiers:
old = tiers[-1]
curTiers[poke]=old
usage = {} #track usage across all relevant tiers [OU,UU,RU,NU]
remaining=24.0
for i in xrange(len(months)):
weight = remaining
if i + 1 < len(months):
if i == 0:
weight = 20.0
if i == 1:
weight = 3.0
remaining -= weight
for j in xrange(len(usageTiers)):
n = {}
u = {}
baseline = "1630"
if usageTiers[j] in ['ou']:
baseline = "1695"
for k in ('', 'suspecttest', 'alpha', 'beta'):
try:
u[k], n[k] = readTable(months[i]+"/Stats/gen7"+usageTiers[j]+k+"-"+baseline+".txt")
except IOError:
pass
ntot = sum(n.values())
for k in u:
for poke in u[k]:
if keyify(poke) not in usage:
usage[keyify(poke)]=[0]*len(usageTiers)
if poke != 'empty':
usage[keyify(poke)][j] += weight*n[k]/ntot*u[k][poke]/24
#generate three-month tables and start working on that new tier list
OU = []
UU = []
RU = []
NU = []
PU = []
for i in usage:
if usage[i][0] > 0.0:
OU.append([i,usage[i][0]])
if usage[i][1] > 0.0:
UU.append([i,usage[i][1]])
if usage[i][2] > 0.0:
RU.append([i,usage[i][2]])
if usage[i][3] > 0.0:
NU.append([i,usage[i][3]])
if usage[i][4] > 0.0:
PU.append([i,usage[i][4]])
OU = sorted(OU, key=lambda OU:-OU[1])
UU = sorted(UU, key=lambda UU:-UU[1])
RU = sorted(RU, key=lambda RU:-RU[1])
NU = sorted(NU, key=lambda NU:-NU[1])
PU = sorted(PU, key=lambda PU:-PU[1])
makeTable(OU,"OU",keyLookup)
makeTable(UU,"UU",keyLookup)
makeTable(RU,"RU",keyLookup)
makeTable(NU,"NU",keyLookup)
makeTable(PU,"PU",keyLookup)
newTiers={}
#start with Ubers
for poke in curTiers.keys():
if curTiers[poke] == 'Uber':
newTiers[poke] = 'Uber'
for poke in curTiers.keys():
if poke not in usage:
newTiers[poke] = curTiers[poke]
#next do the OU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][0] > rise and poke not in newTiers.keys():
newTiers[poke] = 'OU'
#next do the UU drops
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'OU' and poke not in newTiers.keys():
if usage[poke][0] < drop:
newTiers[poke] = 'UU'
else:
newTiers[poke] = 'OU'
#next do BL
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'BL' and poke not in newTiers.keys():
newTiers[poke] = 'BL'
#next do the UU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][1] > rise and poke not in newTiers.keys():
newTiers[poke] = 'UU'
#next do the RU drops
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'UU' and poke not in newTiers.keys():
if usage[poke][1] < drop:
newTiers[poke] = 'RU'
else:
newTiers[poke] = 'UU'
#next do BL2
for poke in curTiers.keys():
if poke not in usage:
continue
if curTiers[poke] == 'BL2' and poke not in newTiers.keys():
newTiers[poke] = 'BL2'
#next do the RU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][2] > rise and poke not in newTiers.keys():
newTiers[poke] = 'RU'
#next do the NU drops
for poke in curTiers.keys():
if curTiers[poke] == 'RU' and poke not in newTiers.keys():
if usage[poke][2] < drop:
newTiers[poke] = 'NU'
else:
newTiers[poke] = 'RU'
#next do BL3
for poke in curTiers.keys():
if curTiers[poke] == 'BL3' and poke not in newTiers.keys():
newTiers[poke] = 'BL3'
#next do the NU rises
for poke in curTiers.keys():
if poke not in usage:
continue
if usage[poke][3] > rise and poke not in newTiers.keys():
newTiers[poke] = 'NU'
#next do the PU drops
for poke in curTiers.keys():
if curTiers[poke] == 'NU' and poke not in newTiers.keys():
if usage[poke][3] < drop:
newTiers[poke] = 'PU'
else:
newTiers[poke] = 'NU'
#next do BL4
for poke in curTiers.keys():
if curTiers[poke] == 'BL4' and poke not in newTiers.keys():
newTiers[poke] = 'BL4'
#the rest go in the lowest tier
for poke in curTiers.keys():
if poke not in newTiers.keys():
newTiers[poke] = tiers[-1]
print ""
for poke in curTiers:
if curTiers[poke] != newTiers[poke]:
species = keyLookup[poke]
if species.endswith('-Mega') or species.endswith('-Mega-X') or species.endswith('-Mega-Y') or species.endswith('-Primal'):
base = keyify(species[:species.index('-')]) #none of the megas have hyphenated names
if tiers.index(newTiers[base]) < tiers.index(newTiers[poke]): #if the base is in a higher tier
newTiers[poke] = newTiers[base]
continue
print species+" moved from "+curTiers[poke]+" to "+newTiers[poke]