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game.py
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game.py
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import box
import pa
import pull
import teams
import random
import defaults
import pandas as pd
import numpy as np
import re
from defaults import restart
from pull import scoring
class Sim:
def run(self, sims):
pull.pull_csv(None) #Get CSV
# Loop to sim each game n times
i = 0
while i < sims:
# Loop to sim each game in games list
j = 0
print(pull.gms)
while j < len(pull.gms):
#Split teams of current game into necessary lists
teams.split(None, j)
#Pull player list for scoring
pull.scoring(None)
print(teams.Hdict)
print(teams.Adict)
print("Game Start")
# Begin gameplay
while box.inning < 18:
#Top of the inning
if box.inning % 2 == 0:
print('-------------------------------------Top-Of-The-Inning-----------------------------')
# Clear bases and reset outs for next inning
box.first = 0
box.second = 0
box.third = 0
box.out = 0
#inning score --- if exceeds 4, pull pitcher mid inning
ins = 0
#Inning lasts for 3 outs
while box.out < 3:
#Resets batting order when last batter has AB
if box.abo == 10:
box.abo = 1
#Loop through batting order
while box.abo < 10:
if box.out == 3:
break
#Calc matchup probabilities
pa.Matchup.away(None, box.abo, teams.labo)
print(teams.hp[0][1])
print('Home: '+str(box.home)+' Away: '+str(box.away))
print('1B: '+str(box.first)+' 2B: '+str(box.second)+' 3B: '+str(box.third))
print('Out: '+str(box.out))
print('abo:'+ str(box.abo))
#Result of Plate Appearance
ab = random.uniform(0, 1)
#Base/roster movement and Scoring as a result of PA result
if ab <= pa.Matchup.away(None, box.abo, teams.labo).so:
print("Away SO")
pull.sumFP[teams.hp[0][1]] += 4
box.out+=1
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).fo:
print("Away FO")
pull.sumFP[teams.hp[0][1]] += 1
box.out += 1
#Runners advance
adv = random.uniform(0, 1)
#Is there a DOUBLE PLAY? - Currently place holder
if box.first > 0:
if box.out < 3:
if ab < pa.Matchup.away(None, box.abo, teams.labo).so + .022:
pull.sumFP[teams.hp[0][1]] += 1
box.out += 1
box.first = 0
print("Double Play")
if box.third > 0:
if box.out < 3:
if adv > teams.Adict[box.third][15]:
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.hp[0][1]] += -3
box.third = 0
ins += 1
box.away += 1
if box.second > 0:
if box.out < 3:
if box.third == 0:
if adv > teams.Adict[box.second][15]:
box.third = box.second
box.second = 0
if box.first > 0:
if box.out < 3:
if box.second == 0:
run = random.uniform(0, 1)
bt = random.uniform(0, 1)
if run > teams.Adict[box.first][15]:
box.second = box.first
box.first = 0
elif bt > teams.Adict[box.abo][15]:
box.first = box.abo
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).walk:
print("Away BB")
pull.sumFP[teams.Adict[box.abo][0]] += 3
if box.first > 0:
if box.second > 0:
if box.third > 0: #Bases Loaded
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.hp[0][1]] += -3
box.third = box.second
box.second = box.first
box.first = box.abo
ins += 1
box.away += 1
else: #Runners 1st and 2nd
box.third = box.second
box.second = box.first
box.first = box.abo
else: #Runner on 1st, 2nd open (3rd irrelevent)
box.second = box.first
box.first = box.abo
else: #1st is open, runner to 1st, other bases irrelevent
box.first = box.abo
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).hbp:
print("Away HBP")
pull.sumFP[teams.Adict[box.abo][0]] += 3
if box.first > 0:
if box.second > 0:
if box.third > 0: # Bases Loaded
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.hp[0][1]] += -3
box.third = box.second
box.second = box.first
box.first = box.abo
ins += 1
box.away += 1
else: # Runners 1st and 2nd
box.third = box.second
box.second = box.first
box.first = box.abo
else: # Runner on 1st, 2nd open (3rd irrelevent)
box.second = box.first
box.first = box.abo
else: # 1st is open, runner to 1st, other bases irrelevent
box.first = box.abo
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).sing:
print("Away Sing")
pull.sumFP[teams.Adict[box.abo][0]] += 3
adv = random.uniform(0, 1)
if box.third > 0:
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.third = 0
ins += 1
box.away += 1
if box.second > 0:
if adv > teams.Adict[box.second][15]:
pull.sumFP[teams.Adict[box.second][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.second = 0
ins += 1
box.away += 1
else:
box.third = box.second
box.second = 0
if box.first > 0:
if box.third > 0:
box.second = box.first
box.first = 0
elif adv > teams.Adict[box.first][15]:
box.third = box.first
box.first = 0
else:
box.second = box.first
box.first = 0
box.first = box.abo
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).dbl:
print("Away dbl")
pull.sumFP[teams.Adict[box.abo][0]] += 6
# Runners on base advance one or 2+ bags
adv = random.uniform(0, 1)
if box.third > 0:
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.third = 0
ins += 1
box.away += 1
if box.second > 0:
pull.sumFP[teams.Adict[box.second][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.second = 0
ins += 1
box.away += 1
if box.first > 0:
if adv > (teams.Adict[box.first][15] * 1.15):
pull.sumFP[teams.Adict[box.first][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.first = 0
ins += 1
box.away += 1
else:
box.third = box.first
box.first = 0
box.second = box.abo
elif ab <= pa.Matchup.away(None, box.abo, teams.labo).trp:
print("Away trp")
pull.sumFP[teams.Adict[box.abo][0]] += 9
if box.third > 0:
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.third = 0
ins += 1
box.away += 1
if box.second > 0:
pull.sumFP[teams.Adict[box.second][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.second = 0
ins += 1
box.away += 1
if box.first > 0:
pull.sumFP[teams.Adict[box.first][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.first = 0
ins += 1
box.away += 1
box.third = box.abo
else:# ab <= pa.Matchup.away(None, box.abo).hr:
print("Away hr")
pull.sumFP[teams.Adict[box.abo][0]] += 18.7
pull.sumFP[teams.hp[0][1]] += -3
if box.third > 0:
pull.sumFP[teams.Adict[box.third][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.third = 0
ins += 1
box.away += 1
if box.second > 0:
pull.sumFP[teams.Adict[box.second][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.second = 0
ins += 1
box.away += 1
if box.first > 0:
pull.sumFP[teams.Adict[box.first][0]] += 3.2
pull.sumFP[teams.Adict[box.abo][0]] += 3.5
pull.sumFP[teams.hp[0][1]] += -3
box.first = 0
ins += 1
box.away += 1
ins += 1
box.away += 1
#Remove Starting pitcher mid inning if 5+ runs agains in one inning
if ins > 4:
if len(teams.hp) == 2:
teams.hss['home'] = box.home
teams.hss['away'] = box.away
teams.hstart.append(teams.hp[0])
teams.hp.pop(0)
print('Home SP baaad game')
#Remove Starting Pitcher mid inning if down by 5+ runs
elif box.away - box.home > 4:
if len(teams.hp) == 2:
teams.hss['home'] = box.home
teams.hss['away'] = box.away
teams.hstart.append(teams.hp[0])
teams.hp.pop(0)
print('Home SP Rocked')
#batters faced
teams.labo += 1
#Advance to next batter
box.abo += 1
else:
# Clear bases and outs for next inning
box.first = 0
box.second = 0
box.third = 0
box.out = 0
#Inning Score -- Pull pitcher if over 4
ins = 0
print('------------------------Bottom-Of-Inning----------------------')
# Inning lasts for 3 outs
while box.out < 3:
# Resets batting order when last batter has AB
if box.hbo == 10:
box.hbo = 1
# Loop through batting order
while box.hbo < 10:
if box.out == 3:
break
# Calc matchup probabilities
pa.Matchup.home(None, box.hbo, teams.lhbo)
print(teams.ap[0][1])
print('Home: ' + str(box.home) + ' Away: ' + str(box.away))
print('1B: ' + str(box.first) + ' 2B: ' + str(box.second) + ' 3B: ' + str(box.third))
print('Out: ' + str(box.out))
print('hbo:' + str(box.hbo))
# Result of Plate Appearance
ab = random.uniform(0, 1)
# Base/roster movement and Scoring as a result of PA result
if ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).so:
print("Home SO")
pull.sumFP[teams.ap[0][1]] += 4
box.out += 1
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).fo:
print("Home fo")
pull.sumFP[teams.ap[0][1]] += 1
box.out += 1
# Runners advance
adv = random.uniform(0, 1)
# Is there a DOUBLE PLAY? - Currently place holder
if box.first > 0:
if box.out < 3:
if ab < pa.Matchup.home(None, box.hbo, teams.lhbo).so + .022:
pull.sumFP[teams.ap[0][1]] += 1
box.out += 1
box.first = 0
print("Double Play")
if box.third > 0:
if box.out < 3:
if adv > teams.Hdict[box.third][15]:
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.ap[0][1]] += -3
box.third = 0
ins += 1
box.home += 1
if box.second > 0:
if box.out < 3:
if box.third == 0:
if adv > teams.Hdict[box.second][15]:
box.third = box.second
box.second = 0
if box.first > 0:
if box.out < 3:
if box.second == 0:
run = random.uniform(0, 1)
bt = random.uniform(0, 1)
if run > teams.Hdict[box.first][15]:
box.second = box.first
box.first = 0
elif bt > teams.Hdict[box.hbo][15]:
box.first = box.hbo
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).walk:
print("Home BB")
pull.sumFP[teams.Adict[box.hbo][0]] += 3
if box.first > 0:
if box.second > 0:
if box.third > 0: # Bases Loaded
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.ap[0][1]] += -3
box.third = box.second
box.second = box.first
box.first = box.hbo
ins += 1
box.home += 1
else: # Runners 1st and 2nd
box.third = box.second
box.second = box.first
box.first = box.hbo
else: # Runner on 1st, 2nd open (3rd irrelevent)
box.second = box.first
box.first = box.hbo
else: # 1st is open, runner to 1st, other bases irrelevent
box.first = box.hbo
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).hbp:
print("Home HBP")
pull.sumFP[teams.Hdict[box.hbo][0]] += 3
if box.first > 0:
if box.second > 0:
if box.third > 0: # Bases Loaded
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.ap[0][1]] += -3
box.third = box.second
box.second = box.first
box.first = box.hbo
ins += 1
box.home += 1
else: # Runners 1st and 2nd
box.third = box.second
box.second = box.first
box.first = box.hbo
else: # Runner on 1st, 2nd open (3rd irrelevent)
box.second = box.first
box.first = box.hbo
else: # 1st is open, runner to 1st, other bases irrelevent
box.first = box.hbo
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).sing:
print("Home Sing")
pull.sumFP[teams.Hdict[box.hbo][0]] += 3
adv = random.uniform(0, 1)
if box.third > 0:
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.third = 0
ins += 1
box.home += 1
if box.second > 0:
if adv > teams.Hdict[box.second][15]:
pull.sumFP[teams.Hdict[box.second][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.second = 0
ins += 1
box.home += 1
else:
box.third = box.second
box.second = 0
if box.first > 0:
if box.third > 0:
box.second = box.first
box.first = 0
elif adv > teams.Hdict[box.first][15]:
box.third = box.first
box.first = 0
else:
box.second = box.first
box.first = 0
box.first = box.hbo
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).dbl:
print("Home dbl")
pull.sumFP[teams.Hdict[box.hbo][0]] += 6
# Runners on base advance one or 2+ bags
adv = random.uniform(0, 1)
if box.third > 0:
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.third = 0
ins += 1
box.home += 1
if box.second > 0:
pull.sumFP[teams.Hdict[box.second][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.second = 0
ins += 1
box.home += 1
if box.first > 0:
if adv > (teams.Hdict[box.first][15] * 1.15):
pull.sumFP[teams.Hdict[box.first][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.first = 0
ins += 1
box.home += 1
else:
box.third = box.first
box.first = 0
box.second = box.hbo
elif ab <= pa.Matchup.home(None, box.hbo, teams.lhbo).trp:
print("Home trp")
pull.sumFP[teams.Hdict[box.hbo][0]] += 9
if box.third > 0:
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.third = 0
ins += 1
box.home += 1
if box.second > 0:
pull.sumFP[teams.Hdict[box.second][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.second = 0
ins += 1
box.home += 1
if box.first > 0:
pull.sumFP[teams.Hdict[box.first][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.first = 0
ins += 1
box.home += 1
box.third = box.hbo
else: #if ab <= pa.Matchup.home(None, box.hbo).hr:
print("Home hr")
pull.sumFP[teams.Hdict[box.hbo][0]] += 18.7
pull.sumFP[teams.ap[0][1]] += -3
if box.third > 0:
pull.sumFP[teams.Hdict[box.third][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.third = 0
ins += 1
box.home += 1
if box.second > 0:
pull.sumFP[teams.Hdict[box.second][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.second = 0
ins += 1
box.home += 1
if box.first > 0:
pull.sumFP[teams.Hdict[box.first][0]] += 3.2
pull.sumFP[teams.Hdict[box.hbo][0]] += 3.5
pull.sumFP[teams.ap[0][1]] += -3
box.first = 0
ins += 1
box.home += 1
ins += 1
box.home += 1
# Remove Starting pitcher mid inning if 5+ runs agains in one inning
if ins > 4:
if len(teams.ap) == 2:
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.astart.append(teams.ap[0])
teams.ap.pop(0)
print('Away SP baaad game')
# Remove Starting Pitcher mid inning if down by 5+ runs
elif box.home - box.away > 4:
if len(teams.ap) == 2:
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.astart.append(teams.ap[0])
teams.ap.pop(0)
print('Away SP Rocked')
# batters faced
teams.lhbo += 1
# Advance to next batter
box.hbo += 1
#Ends game in bottom of 9th if home team takes lead
if box.inning == 17:
if box.home > box.away:
box.out += 3
# Awards QS after 6th Inning Played
if box.inning == 10:
if teams.hp[0][1] == teams.hsp[0]:
if box.away < 4:
pull.sumFP[teams.hp[0][1]] += 4
teams.hss['away'] = box.away
teams.hss['home'] = box.home
teams.hqs += 1
print('HOME QS!!!!!!')
if box.inning == 11:
if teams.ap[0][1] == teams.asp[0]:
if box.home < 4:
pull.sumFP[teams.ap[0][1]] += 4
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.aqs += 1
print('Away QS!!!!!!')
# Removes bonus if needed
if box.inning == 12:
if teams.hp[0][1] == teams.hsp[0]:
if teams.hqs == 1:
if box.away > 3:
pull.sumFP[teams.hp[0][1]] += -4
print('HOME SP LOST QS!!!!!!')
if box.inning == 13:
if teams.ap[0][1] == teams.asp[0]:
if teams.aqs == 1:
if box.home > 3:
pull.sumFP[teams.ap[0][1]] += -4
print('Away SP LOST QS!!!!!!')
# Pulls pitcher over 24 batters faced
if teams.labo > (teams.hp[0][15]) + 6:
if len(teams.hp) == 2:
teams.hss['away'] = box.away
teams.hss['home'] = box.home
teams.hstart.append(teams.hp[0])
teams.hp.pop(0)
print('Home SP Batter Limit')
if teams.lhbo > (teams.ap[0][15]) + 6:
if len(teams.ap) == 2:
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.astart.append(teams.ap[0])
teams.ap.pop(0)
print('Away SP Batter Limit')
# Pull pitcher if runs over 5 append BP to hp from
if box.away > 5:
if len(teams.hp) == 2:
teams.hss['away'] = box.away
teams.hss['home'] = box.home
teams.hstart.append(teams.hp[0])
teams.hp.pop(0)
print("Home Pitcher Pulled")
if box.home > 5:
if len(teams.ap) == 2:
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.astart.append(teams.ap[0])
teams.ap.pop(0)
print("Away Pitcher Pulled")
# Pull pitcher after 7 IP
if box.inning >= 12:
if len(teams.hp) == 2:
teams.hss['away'] = box.away
teams.hss['home'] = box.home
teams.hstart.append(teams.hp[0])
teams.hp.pop(0)
print("New Home Pitcher")
if box.inning >= 13:
if len(teams.ap) == 2:
teams.ass['home'] = box.home
teams.ass['away'] = box.away
teams.astart.append(teams.ap[0])
teams.ap.pop(0)
print("New Away Pitcher")
# End game if home ahead going into bottom of 9th
if box.inning == 16:
if box.home > box.away:
box.inning += 18
# advance inning
box.inning += 1
# Advance to next game sim
j += 1
# push final game score to counter
pull.scores[teams.h[1][3]] = box.home + pull.scores[teams.h[1][3]]
pull.scores[teams.a[1][3]] = box.away + pull.scores[teams.a[1][3]]
# awards win bonus if SP was ahead when pulled and team wins game
if box.home > box.away:
if teams.hss['home'] > teams.hss['away']:
if box.away < teams.hss['home']:
pull.sumFP[teams.hstart[0][1]] += 6
print('Home SP Win')
else:
if teams.ass['away'] > teams.ass['home']:
if box.home < teams.ass['away']:
pull.sumFP[teams.astart[0][1]] += 6
print('Away SP Win')
print('--------------------------------------------------------------------------------------------------')
print('--------------------------------------------GAME-END----------------------------------------------')
print('--------------------------------------------------------------------------------------------------')
# push player game scores to all sim scores counter
for u in pull.sumFP:
pull.gameFP[u].append(pull.sumFP[u])
#Restore default values
defaults.restart.reset(None)
# All games simmed n times, advances to next round
i += 1
if i % 1000 == 0:
print(i)
#print((time.time() - tss) / 60)
#Summary of Player Scores
final = {}
avg = 0
for row in pull.probs:
key = row[1]
final[key] = pull.gameFP[pull.names[avg]]
print(pull.names[avg]+' '+str(sum(final[pull.names[avg]])/sims))
avg+=1
#Summary of Team Scores
scr = 0
while scr < len(pull.team):
print(pull.team[scr]+": "+str(pull.scores[pull.team[scr]]/sims))
scr+=1
templist = []
pl = 0
while pl < len(final.keys()):
Table_dict = {'Name': list(final.keys())[pl], 'FP': str(sum(final[pull.names[pl]]) / sims)}
templist.append(Table_dict)
df = pd.DataFrame(templist)
pl += 1
df.to_csv(r'YOUR PATH HERE.csv')