810 lines
24 KiB
Python
Executable File
810 lines
24 KiB
Python
Executable File
# %%
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PROJECT_PATH = '/home/md/Work/ligalytics/leagues_stable/'
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import os, sys
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sys.path.insert(0, PROJECT_PATH)
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os.environ.setdefault("DJANGO_SETTINGS_MODULE", "leagues.settings")
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os.environ["DJANGO_ALLOW_ASYNC_UNSAFE"] = "true"
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import random
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import time
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# XPRESS ENVIRONMENT
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os.environ['XPRESSDIR'] = "/opt/xpressmp_8.4"
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os.environ['XPRESS'] = "/opt/xpressmp_8.4/bin"
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os.environ['LD_LIBRARY_PATH'] = os.environ['XPRESSDIR']+"/lib:"+os.environ['LD_LIBRARY_PATH']
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os.environ['DYLD_LIBRARY_PATH'] = os.environ['XPRESSDIR']+"/lib:"
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os.environ['SHLIB_PATH'] = os.environ['XPRESSDIR']+"/lib:"
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os.environ['LIBPATH'] = os.environ['XPRESSDIR']+"/lib:"
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# os.environ['PYTHONPATH'] =os.environ['XPRESSDIR']+"/lib:"+os.environ['PYTHONPATH']
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os.environ['PYTHONPATH'] =os.environ['XPRESSDIR']+"/lib:"
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os.environ['CLASSPATH'] =os.environ['XPRESSDIR']+"/lib/xprs.jar:"
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os.environ['CLASSPATH'] =os.environ['XPRESSDIR']+"/lib/xprb.jar:"+os.environ['CLASSPATH']
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os.environ['CLASSPATH'] =os.environ['XPRESSDIR']+"/lib/xprm.jar:"+os.environ['CLASSPATH']
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os.environ['PATH'] =os.environ['XPRESSDIR']+"/bin:"+os.environ['PATH']
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from leagues import settings
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settings.DATABASES['default']['NAME'] = PROJECT_PATH+'/db.sqlite3'
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import django
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django.setup()
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from scheduler.models import *
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from pulp import *
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import csv
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import numpy as np
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import xpress as xp
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xp.controls.outputlog = 0
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# %%
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scenario = Scenario.objects.get(id=8)
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# %%
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order = {}
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order['FC Bayern München'] = 1
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order['Manchester City FC'] = 2
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order['Liverpool FC'] = 3
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order['Real Madrid CF'] = 4
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order['Chelsea FC'] = 5
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order['FC Barcelona'] = 6
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order['Paris Saint-Germain'] = 7
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order['Juventus'] = 8
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order['Club Atlético de Madrid'] = 9
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order['Sevilla FC'] = 10
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order['RB Leipzig'] = 11
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order['Tottenham Hotspur'] = 12
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order['AFC Ajax'] = 13
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order['FC Porto'] = 14
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order['Arsenal FC'] = 15
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order['Borussia Dortmund'] = 16
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order['FC Salzburg'] = 17
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order['FC Shakhtar Donetsk'] = 18
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order['FC Internazionale Milano'] = 19
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order['SSC Napoli'] = 20
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order['Eintracht Frankfurt'] = 21
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order['SL Benfica'] = 22
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order['Sporting Clube de Portugal'] = 23
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order['Bayer 04 Leverkusen'] = 24
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order['Rangers FC'] = 25
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order['GNK Dinamo'] = 26
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order['FK Crvena zvezda'] = 27
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order['Olympique de Marseille'] = 28
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order['F.C. Copenhagen'] = 29
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order['Club Brugge'] = 30
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order['AC Milan'] = 31
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order['PSV Eindhoven'] = 32
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order['Celtic FC'] = 33
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order['FC Viktoria Plzeň'] = 34
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order['AS Monaco'] = 35
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order['Maccabi Haifa FC'] = 36
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# %%
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teams = Team.objects.filter(season=scenario.season,active=True).order_by('pot','country')
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countries = list(set(list(teams.values_list('country', flat=True))))
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#print(countries)
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# %%
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# %%
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simulations_2c = 0
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simulations_3c = 0
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maxVal = 1
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minVal = 99999999
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maxCVal = 1
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minCVal = 9999999
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drawpositions = range(1,10)
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positions = range(8)
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nOpponents_3country = {}
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nConflicts_3country = {}
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for t in teams:
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for p in positions:
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for d in drawpositions:
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nOpponents_3country[(t.id,p,d)] = []
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nConflicts_3country[(t.id,p,d)] = []
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f_con2 = open(f"HA_2country.csv", "w")
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f_con3 = open(f"HA_3country.csv", "w")
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old_c = "START"
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for i in range(4):
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with open(f'thread_{i}_HA_2country.csv', newline='') as csvfile:
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# with open('verteilung_random.csv', newline='') as csvfile:
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reader = csv.reader(csvfile)
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next(reader, None)
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for row in reader:
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f_con2.write(','.join(row))
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f_con2.write('\n')
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with open(f'thread_{i}_HA_3country.csv', newline='') as csvfile:
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# with open('verteilung_random.csv', newline='') as csvfile:
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reader = csv.reader(csvfile)
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next(reader, None)
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for row in reader:
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f_con3.write(','.join(row))
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f_con3.write('\n')
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f_con2.close()
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f_con3.close()
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# %%
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getTeamByID = {
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t.id:t for t in teams
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}
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getPotByID = {
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t.id:t.pot for t in teams
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}
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getTeamByName = {
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t.name:t for t in teams
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}
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getCountryByTeamID = {
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t.id:t.country for t in teams
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}
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played_countries = {
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(t1, c):0 for c in countries for t1 in teams
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}
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stats = {
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(t1,t2):0 for t1 in teams for t2 in teams
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}
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random_stats = {
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(t1,t2):0 for t1 in teams for t2 in teams
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}
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pots = {
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t1:{
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p:0 for p in range(1,5)
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}
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for t1 in teams
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}
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simulations_2c = 0
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simulations_3c = 0
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maxVal = 1
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minVal = 99999999
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maxCVal = 1
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minCVal = 9999999
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drawpositions = range(1,10)
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positions = range(8)
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nOpponents_3country = {}
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nConflicts_3country = {}
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for t in teams:
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for p in positions:
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for d in drawpositions:
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nOpponents_3country[(t.id,p,d)] = []
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nConflicts_3country[(t.id,p,d)] = []
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old_c = "START"
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with open('HA_3country.csv', newline='') as csvfile:
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# with open('verteilung_random.csv', newline='') as csvfile:
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reader = csv.reader(csvfile)
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next(reader, None)
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for row in reader:
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if int(row[0]) != old_c:
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old_c = int(row[0])
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simulations_3c +=1
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team = int(row[1])
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drawpos = ((int(row[2])-1) % 9) + 1
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pos = 0
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for p in row[4].split(";"):
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if p != "None":
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nOpponents_3country[(team,pos,drawpos)].append(int(p))
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else:
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nOpponents_3country[(team,pos,drawpos)].append(0)
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pos += 1
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pos = 0
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for p in row[5].split(";"):
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if p != "None" and len(nOpponents_3country[(team,pos,drawpos)]) > 0:
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nConflicts_3country[(team,pos,drawpos)].append(int(p))
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else:
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nConflicts_3country[(team,pos,drawpos)].append(0)
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pos += 1
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for key in nOpponents_3country.keys():
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nOpponents_3country[key] = round(np.mean(nOpponents_3country[key]),2) if nOpponents_3country[key] else "---"
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for key in nConflicts_3country.keys():
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if nOpponents_3country[key] == "---":
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nConflicts_3country[key] = "---"
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else:
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nConflicts_3country[key] = round(np.mean(nConflicts_3country[key])*100) if nConflicts_3country[key] else 0
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nOpponents_2country = {}
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nConflicts_2country = {}
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for t in teams:
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for p in positions:
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for d in drawpositions:
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nOpponents_2country[(t.id,p,d)] = []
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nConflicts_2country[(t.id,p,d)] = []
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old_c = "START"
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with open('HA_2country.csv', newline='') as csvfile:
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# with open('verteilung_random.csv', newline='') as csvfile:
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reader = csv.reader(csvfile)
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next(reader, None)
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for row in reader:
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if int(row[0]) != old_c:
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old_c = int(row[0])
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simulations_2c +=1
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team = int(row[1])
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drawpos = ((int(row[2])-1) % 9) + 1
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pos = 0
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for p in row[4].split(";"):
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if p != "None":
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nOpponents_2country[(team,pos,drawpos)].append(int(p))
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else:
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nOpponents_2country[(team,pos,drawpos)].append(0)
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pos += 1
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pos = 0
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for p in row[5].split(";"):
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if p != "None" and len(nOpponents_2country[(team,pos,drawpos)]) > 0:
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nConflicts_2country[(team,pos,drawpos)].append(int(p))
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else:
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nConflicts_2country[(team,pos,drawpos)].append(0)
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pos += 1
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for key in nOpponents_2country.keys():
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nOpponents_2country[key] = round(np.mean(nOpponents_2country[key]),2) if nOpponents_2country[key] else "---"
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for key in nConflicts_2country.keys():
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if nOpponents_2country[key] == "---":
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nConflicts_2country[key] = "---"
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else:
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nConflicts_2country[key] = round(np.mean(nConflicts_2country[key])*100) if nConflicts_2country[key] else 0
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# %%
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diff = {}
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mindval = 999999
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maxdval = 0
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for key in nOpponents_2country.keys():
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if nOpponents_2country[key] == "---":
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diff[key] = 0
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elif nOpponents_3country[key] == "---":
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diff[key] = nOpponents_2country[key]
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else:
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diff[key] = nOpponents_2country[key] - nOpponents_3country[key]
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if diff[key] > maxdval:
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maxdval = diff[key]
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if diff[key] < mindval:
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mindval = diff[key]
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tmpdval = maxdval
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maxdval = -mindval
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mindval = -tmpdval
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diff2 = {}
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mind2val = 999999
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maxd2val = 0
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for key in nOpponents_2country.keys():
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if nConflicts_2country[key] == "---":
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diff2[key] = 0
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elif nConflicts_3country[key] == "---":
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diff2[key] = nConflicts_2country[key]
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else:
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diff2[key] = nConflicts_2country[key] - nConflicts_3country[key]
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if diff2[key] > maxd2val:
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maxd2val = diff[key]
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if diff2[key] < mind2val:
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mind2val = diff2[key]
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maxd2val = 100
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mind2val = 0
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for key, val in stats.items():
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if val > 0 and val < minVal:
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minVal = val
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print(maxd2val)
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print(mind2val)
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for key, val in played_countries.items():
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if val > 0 and val < minCVal:
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minCVal = val
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# for t in pots:
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# print(t,pots[t])
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def heatmap_color_for(value):
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if value <= 0.5:
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g = 256
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r = 2 * max(0,value) * 256
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if value > 0.5:
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g = 2*(1-min(1,value))*256
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r = 256
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return f"rgb({r},{g},{0})"
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sol = '<html><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">'
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sol += " \
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<style> \
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table, th, td { \
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border: 1px solid black; \
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border-collapse: collapse; \
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text-align: center; \
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min-width:40px; \
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padding:3px; \
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margin: 3px; \
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font-family : Verdana, sans-serif;\
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} \
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h1 {\
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font-family : Verdana, sans-serif;\
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}\
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\
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#header2 td:nth-child(19),#header th:nth-child(18) { border-right: 5px solid black; }\
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#header2 td:nth-child(37),#header th:nth-child(36) { border-right: 5px solid black; }\
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#header2 td:nth-child(55),#header th:nth-child(54) { border-right: 5px solid black; }\
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#header3 th:nth-child(11) { border-right: 5px solid black; }\
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#header3 th:nth-child(20) { border-right: 5px solid black; }\
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#header3 th:nth-child(29) { border-right: 5px solid black; }\
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#body1 td:nth-child(20) { border-right: 5px solid black; }\
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#body1 td:nth-child(38) { border-right: 5px solid black; }\
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#body1 td:nth-child(56) { border-right: 5px solid black; }\
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#body2 td:nth-child(19) { border-right: 5px solid black; }\
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#body2 td:nth-child(37) { border-right: 5px solid black; }\
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#body2 td:nth-child(55) { border-right: 5px solid black; }\
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tr:nth-child(9) { border-bottom: 5px solid black; }\
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tr:nth-child(19) { border-bottom: 5px solid black; }\
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tr:nth-child(29) { border-bottom: 5px solid black; }\
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</style> \
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"
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sol += "</head><body>"
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sol += "<h1>Number of draw options - directed</h1>"
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sol += "<h3 style='color:salmon'>Reversed: Teams are drawn by pot in the order D, C, B, A</h3>"
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sol += "Draw Principle: Pot by Pot teams are randomly selected and drawn against 2 opponents from each pot. The draw is directed, that means at first an opponent for a home game is drawn and after that an opponent for an away game is drawn.<br>"
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sol += "It will happen that a chosen team is already assigned for one or even two games from the same pot. In this case only the home or away games which are not decided yet will be drawn.<br>"
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sol += "<ul><li>Table 1: Number of draw options if each team is allowed to play at most 3 teams from the same country</li>"
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sol += "<li>Table 2: Number of draw options if each team is allowed to play at most 2 teams from the same country</li>"
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sol += "<li>Table 3: Difference of draw options if the number of teams from the same country is reduced from 3 to 2.</li></ul>"
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sol += "Each options data is based on approximately 5000 random draws. The data is split into pots and into the order of when a team is chosen during the draw (#1 = first team during the draw, #9 = last team during the draw). "
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sol += ""
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sol += "<hr>"
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sol += "<h2>Table 1: At most 3 teams from same country</h2>"
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sol += "<table id='etable' style='border:5px solid black'>\n"
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sol += "<thead>\n"
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sol += "<tr id='header'>"
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sol += f"<th colspan='2'>n = {simulations_3c}</th>\n"
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sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
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sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
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sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
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sol += "<th colspan=18>Pot D</th>"
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sol += "</tr>"
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sol += "<tr id='header3'>\n"
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sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
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# for o in order:
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for t in teams:
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sol += f"<th colspan='2'>{t.shortname}</th>\n"
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sol += "</tr>\n"
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sol += "<tr id='header'>\n"
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for t in teams:
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sol += f"<th>1</th>\n"
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sol += f"<th>2</th>\n"
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sol += "</tr>\n"
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sol += "</thead>\n"
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sol += "<tbody>\n"
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# for o1 in order:
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potMap = {
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0: 'A',
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2: 'B',
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4: 'C',
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6: 'D'
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}
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for pot in [0,2,4,6]:
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sol += "<tr id='body1'>\n"
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sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
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for drawpos in drawpositions:
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# t1 = getTeamByName[o1]
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sol += f"<td>{drawpos}</b></td>"
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# for o2 in order:
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for t in teams:
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for r in range(2):
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color = 'white'
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sol += f"<td style='background-color:{color}'>{nOpponents_3country[(t.id,pot+r,drawpos)]}</td>"
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# t2 = getTeamByName[o2]
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# color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
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# if stats[t1,t2] == 0:
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# color = 'grey'
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# val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
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# # val = stats[t1,t2]
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# sol += f"<td style='background-color:{color}'>{val}</td>"
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sol += "</tr>\n"
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sol += "<tr id='body2'>\n"
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sol += "</tr>\n"
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sol += "</tbody>\n"
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sol += "</table>\n"
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sol += "<br>\n"
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sol += "<br>\n"
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sol += "<br>\n"
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sol += "<hr>"
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sol += "<h2>Table 2: At most 2 teams from same country</h2>"
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sol += "<table id='etable' style='border:5px solid black'>\n"
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sol += "<thead>\n"
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sol += "<tr id='header'>"
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sol += f"<th colspan='2'>n = {simulations_2c}</th>\n"
|
|
# sol += "<th colspan='2'></th>\n"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
|
|
sol += "<th colspan=18>Pot D</th>"
|
|
sol += "</tr>"
|
|
sol += "<tr id='header3'>\n"
|
|
sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
|
|
# for o in order:
|
|
for t in teams:
|
|
sol += f"<th colspan='2'>{t.shortname}</th>\n"
|
|
sol += "</tr>\n"
|
|
sol += "<tr id='header'>\n"
|
|
for t in teams:
|
|
sol += f"<th>1</th>\n"
|
|
sol += f"<th>2</th>\n"
|
|
sol += "</tr>\n"
|
|
sol += "</thead>\n"
|
|
sol += "<tbody>\n"
|
|
# for o1 in order:
|
|
potMap = {
|
|
0: 'A',
|
|
2: 'B',
|
|
4: 'C',
|
|
6: 'D'
|
|
}
|
|
for pot in [0,2,4,6]:
|
|
sol += "<tr id='body1'>\n"
|
|
sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
|
|
for drawpos in drawpositions:
|
|
# t1 = getTeamByName[o1]
|
|
sol += f"<td>{drawpos}</b></td>"
|
|
# for o2 in order:
|
|
for t in teams:
|
|
for r in range(2):
|
|
color = 'white'
|
|
sol += f"<td style='background-color:{color}'>{nOpponents_2country[(t.id,pot+r,drawpos)]}</td>"
|
|
|
|
# t2 = getTeamByName[o2]
|
|
# color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
|
|
# if stats[t1,t2] == 0:
|
|
# color = 'grey'
|
|
# val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
|
|
# # val = stats[t1,t2]
|
|
# sol += f"<td style='background-color:{color}'>{val}</td>"
|
|
sol += "</tr>\n"
|
|
sol += "<tr id='body2'>\n"
|
|
sol += "</tr>\n"
|
|
|
|
sol += "</tbody>\n"
|
|
sol += "</table>\n"
|
|
|
|
sol += "<br>\n"
|
|
sol += "<br>\n"
|
|
sol += "<br>\n"
|
|
sol += "<hr>"
|
|
|
|
sol += "<h2>Table 3: Difference (moving from 3 teams to 2 teams)</h2>"
|
|
sol += "A negative value means that there are less draw options for a team if only 2 teams from the same country are allowed. A positive value means the opposite."
|
|
sol += "<table id='etable' style='border:5px solid black'>\n"
|
|
sol += "<thead>\n"
|
|
sol += "<tr id='header'>"
|
|
sol += f"<th colspan='2'>n = {simulations_3c}</th>\n"
|
|
# sol += "<th colspan='2'></th>\n"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
|
|
sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
|
|
sol += "<th colspan=18>Pot D</th>"
|
|
sol += "</tr>"
|
|
sol += "<tr id='header3'>\n"
|
|
sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
|
|
# for o in order:
|
|
for t in teams:
|
|
sol += f"<th colspan='2'>{t.shortname}</th>\n"
|
|
sol += "</tr>\n"
|
|
sol += "<tr id='header'>\n"
|
|
for t in teams:
|
|
sol += f"<th>1</th>\n"
|
|
sol += f"<th>2</th>\n"
|
|
sol += "</tr>\n"
|
|
sol += "</thead>\n"
|
|
sol += "<tbody>\n"
|
|
# for o1 in order:
|
|
potMap = {
|
|
0: 'A',
|
|
2: 'B',
|
|
4: 'C',
|
|
6: 'D'
|
|
}
|
|
for pot in [0,2,4,6]:
|
|
sol += "<tr id='body1'>\n"
|
|
sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
|
|
for drawpos in drawpositions:
|
|
# t1 = getTeamByName[o1]
|
|
sol += f"<td>{drawpos}</b></td>"
|
|
# for o2 in order:
|
|
for t in teams:
|
|
for r in range(2):
|
|
color = 'white'
|
|
tdiff = round(diff[(t.id,pot+r,drawpos)],2)
|
|
color = heatmap_color_for((-2*tdiff-mindval)/(maxdval-mindval))
|
|
sol += f"<td style='background-color:{color}'>{tdiff}</td>"
|
|
|
|
# t2 = getTeamByName[o2]
|
|
# color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
|
|
# if stats[t1,t2] == 0:
|
|
# color = 'grey'
|
|
# val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
|
|
# # val = stats[t1,t2]
|
|
# sol += f"<td style='background-color:{color}'>{val}</td>"
|
|
sol += "</tr>\n"
|
|
sol += "<tr id='body2'>\n"
|
|
sol += "</tr>\n"
|
|
|
|
sol += "</tbody>\n"
|
|
sol += "</table>\n"
|
|
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
|
|
# sol += "<h1>Probability of combinatorial clashes - at most 3 from same country</h1>"
|
|
# sol += "<table id='etable' style='border:1px solid black'>\n"
|
|
# sol += "<thead>\n"
|
|
# sol += "<tr id='header'>"
|
|
# sol += "<th colspan='2'></th>\n"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
|
|
# sol += "<th colspan=18>Pot D</th>"
|
|
# sol += "</tr>"
|
|
# sol += "<tr id='header3'>\n"
|
|
# sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
|
|
# # for o in order:
|
|
# for t in teams:
|
|
# sol += f"<th colspan='2'>{t.shortname}</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='header'>\n"
|
|
# for t in teams:
|
|
# sol += f"<th>1</th>\n"
|
|
# sol += f"<th>2</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "</thead>\n"
|
|
# sol += "<tbody>\n"
|
|
# # for o1 in order:
|
|
# potMap = {
|
|
# 0: 'A',
|
|
# 2: 'B',
|
|
# 4: 'C',
|
|
# 6: 'D'
|
|
# }
|
|
# for pot in [0,2,4,6]:
|
|
# sol += "<tr id='body1'>\n"
|
|
# sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
|
|
# for drawpos in drawpositions:
|
|
# # t1 = getTeamByName[o1]
|
|
# sol += f"<td>{drawpos}</b></td>"
|
|
# # for o2 in order:
|
|
# for t in teams:
|
|
# for r in range(2):
|
|
# color = 'white'
|
|
# if nConflicts_3country[(t.id,pot+r,drawpos)] != "---":
|
|
# sol += f"<td style='background-color:{color}'>{nConflicts_3country[(t.id,pot+r,drawpos)]}%</td>"
|
|
# else:
|
|
# sol += f"<td style='background-color:{color}'>{nConflicts_3country[(t.id,pot+r,drawpos)]}</td>"
|
|
|
|
|
|
# # t2 = getTeamByName[o2]
|
|
# # color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
|
|
# # if stats[t1,t2] == 0:
|
|
# # color = 'grey'
|
|
# # val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
|
|
# # # val = stats[t1,t2]
|
|
# # sol += f"<td style='background-color:{color}'>{val}</td>"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='body2'>\n"
|
|
# sol += "</tr>\n"
|
|
|
|
# sol += "</tbody>\n"
|
|
# sol += "</table>\n"
|
|
|
|
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
|
|
# sol += "<h1>Probability of combinatorial clashes - at most 2 from same country</h1>"
|
|
# sol += "<table id='etable' style='border:1px solid black'>\n"
|
|
# sol += "<thead>\n"
|
|
# sol += "<tr id='header'>"
|
|
# sol += "<th colspan='2'></th>\n"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
|
|
# sol += "<th colspan=18>Pot D</th>"
|
|
# sol += "</tr>"
|
|
# sol += "<tr id='header3'>\n"
|
|
# sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
|
|
# # for o in order:
|
|
# for t in teams:
|
|
# sol += f"<th colspan='2'>{t.shortname}</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='header'>\n"
|
|
# for t in teams:
|
|
# sol += f"<th>1</th>\n"
|
|
# sol += f"<th>2</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "</thead>\n"
|
|
# sol += "<tbody>\n"
|
|
# # for o1 in order:
|
|
# potMap = {
|
|
# 0: 'A',
|
|
# 2: 'B',
|
|
# 4: 'C',
|
|
# 6: 'D'
|
|
# }
|
|
# for pot in [0,2,4,6]:
|
|
# sol += "<tr id='body1'>\n"
|
|
# sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
|
|
# for drawpos in drawpositions:
|
|
# # t1 = getTeamByName[o1]
|
|
# sol += f"<td>{drawpos}</b></td>"
|
|
# # for o2 in order:
|
|
# for t in teams:
|
|
# for r in range(2):
|
|
# color = 'white'
|
|
# if nConflicts_2country[(t.id,pot+r,drawpos)] != "---":
|
|
# sol += f"<td style='background-color:{color}'>{nConflicts_2country[(t.id,pot+r,drawpos)]}%</td>"
|
|
# else:
|
|
# sol += f"<td style='background-color:{color}'>{nConflicts_2country[(t.id,pot+r,drawpos)]}</td>"
|
|
|
|
|
|
# # t2 = getTeamByName[o2]
|
|
# # color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
|
|
# # if stats[t1,t2] == 0:
|
|
# # color = 'grey'
|
|
# # val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
|
|
# # # val = stats[t1,t2]
|
|
# # sol += f"<td style='background-color:{color}'>{val}</td>"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='body2'>\n"
|
|
# sol += "</tr>\n"
|
|
|
|
# sol += "</tbody>\n"
|
|
# sol += "</table>\n"
|
|
|
|
|
|
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
# sol += "<br>\n"
|
|
|
|
# sol += "<h1>Probability of combinatorial clashes - Difference 2/3 from same country</h1>"
|
|
# sol += "<table id='etable' style='border:1px solid black'>\n"
|
|
# sol += "<thead>\n"
|
|
# sol += "<tr id='header'>"
|
|
# sol += "<th colspan='2'></th>\n"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot A</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot B</th>"
|
|
# sol += "<th colspan=18 style='border-right: 5px solid black;'>Pot C</th>"
|
|
# sol += "<th colspan=18>Pot D</th>"
|
|
# sol += "</tr>"
|
|
# sol += "<tr id='header3'>\n"
|
|
# sol += f"<th rowspan='2'>Pot</th><th rowspan='2'>#</th>\n"
|
|
# # for o in order:
|
|
# for t in teams:
|
|
# sol += f"<th colspan='2'>{t.shortname}</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='header'>\n"
|
|
# for t in teams:
|
|
# sol += f"<th>1</th>\n"
|
|
# sol += f"<th>2</th>\n"
|
|
# sol += "</tr>\n"
|
|
# sol += "</thead>\n"
|
|
# sol += "<tbody>\n"
|
|
# # for o1 in order:
|
|
# potMap = {
|
|
# 0: 'A',
|
|
# 2: 'B',
|
|
# 4: 'C',
|
|
# 6: 'D'
|
|
# }
|
|
# for pot in [0,2,4,6]:
|
|
# sol += "<tr id='body1'>\n"
|
|
# sol += f"<td rowspan='9'><b>{potMap[pot]}</b></td>"
|
|
# for drawpos in drawpositions:
|
|
# # t1 = getTeamByName[o1]
|
|
# sol += f"<td>{drawpos}</b></td>"
|
|
# # for o2 in order:
|
|
# for t in teams:
|
|
# for r in range(2):
|
|
# color = 'white'
|
|
# tdiff = round(diff2[(t.id,pot+r,drawpos)],2)
|
|
# color = heatmap_color_for((tdiff-mind2val)/(maxd2val-mind2val))
|
|
# sol += f"<td style='background-color:{color}'>{tdiff}%</td>"
|
|
|
|
|
|
# # t2 = getTeamByName[o2]
|
|
# # color = heatmap_color_for((stats[t1,t2]-minVal)/(maxVal-minVal))
|
|
# # if stats[t1,t2] == 0:
|
|
# # color = 'grey'
|
|
# # val = f"{round(round(stats[t1,t2]/simulations,2)*100)}%"
|
|
# # # val = stats[t1,t2]
|
|
# # sol += f"<td style='background-color:{color}'>{val}</td>"
|
|
# sol += "</tr>\n"
|
|
# sol += "<tr id='body2'>\n"
|
|
# sol += "</tr>\n"
|
|
|
|
# sol += "</tbody>\n"
|
|
# sol += "</table>\n"
|
|
sol += "</body></html>"
|
|
|
|
with open(f'directed_3_vs_2.html', 'w') as f:
|
|
f.write(sol)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# %%
|