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final.py
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final.py
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# -'- coding: utf-8 -*-
import sys
import json
import errno
import os
import signal
MC_MAP = {'P**************************************************************Ox': ('D', 0.7775999999999998), 'x*******P**********************************************O*******xx': ('R', 3.0455999999999994), 'x*******xP*************************************O*******x*******xx': ('R', 5.345999999999999), 'x*******xxP****************************O*******x*******x*******xx': ('R', 8.9991), 'x*******xxxP*******************O*******x*******x*******x*******xx': ('D', 12.214799999999999), 'x*******xxxx*******P***O*******x*******x*******x*******x*******xx': ('D', 16.0677), 'x*******xxxx***O***x***x***P***x*******x*******x*******x*******xx': ('R', 15.119999999999997), 'x******Oxxxx***x***x***x***xP**x*******x*******x*******x*******xx': ('R', 10.799999999999999), 'x*****Oxxxxx***x***x***x***xxP*x*******x*******x*******x*******xx': ('R', 36.0), 'x*****xxxxxx**Ox***x***x***xxxPx*******x*******x*******x*******xx': ('D', 60.0), 'x*****xxxxxx**xx***x**Ox***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*****xxxxxx*Oxx***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x****Oxxxxxx***x***x***x***xxxPx*******x*******x*******x*******xx': ('D', 60.0), 'x****xxxxxxx*O*x***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x***Oxxxxxxx***x***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxx**Ox***x***x***xP**x*******x*******x*******x*******xx': ('R', 39.6729), 'x*****O*xxxx**xx***x***x***xxP*x*******x*******x*******x*******xx': ('U', 48.0), 'x*****xOxxxx**xx***x*P*x***xxx*x*******x*******x*******x*******xx': ('R', 100), 'x****Ox*xxxx**xx***x*P*x***xxx*x*******x*******x*******x*******xx': ('R', 60.0), 'x****xx*xxxx*Oxx***x*xPx***xxx*x*******x*******x*******x*******xx': ('D', 100), 'x***Oxx*xxxx**xx***x*xPx***xxx*x*******x*******x*******x*******xx': ('D', 100), 'x*******xxxx**xx***x**Ox***xxP*x*******x*******x*******x*******xx': ('D', 30.3645), 'x*******xxxx**xx***x**xx***xxxOx*****P*x*******x*******x*******xx': ('L', 1.2149999999999999), 'x*******xxxx**xx***x**xx***xxxxx****PxOx*******x*******x*******xx': ('D', 4.05), 'x*******xxxx**xx***x**xx***xxxxx****xxxx****P*Ox*******x*******xx': ('D', 13.5), 'x*******xxxx**xx***x*Oxx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*Oxx***x***x***xxP*x*******x*******x*******x*******xx': ('R', 54.0), 'x****O**xxxx*xxx***x***x***xxxPx*******x*******x*******x*******xx': ('D', 60.0), 'x****xO*xxxx*xxx***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x***Ox**xxxx*xxx***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxx*xxx***x*O*x***xxxPx*******x*******x*******x*******xx': ('D', 60.0), 'x*******xxxx*xxx***x*xOx***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxx*xxx***xOx*x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxxOxxx***x***x***xxxPx*******x*******x*******x*******xx': ('D', 60.0), 'x***O***xxxxxxxx***x***x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxxxxxx***xO**x***xxxxx******Px*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x**Ox***P***x*******x*******x*******x*******xx': ('R', 39.897), 'x*******xxxx**O****x**xx***xP**x*******x*******x*******x*******xx': ('R', 54.0), 'x*****O*xxxx**x****x**xx***xxP*x*******x*******x*******x*******xx': ('D', 60.0), 'x*****xOxxxx**x****x**xx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x****Ox*xxxx**x****x**xx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx**xO***x**xx***xxP*x*******x*******x*******x*******xx': ('D', 30.0), 'x******Oxxxx**xx***x**xx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*Ox****x**xx***xxP*x*******x*******x*******x*******xx': ('D', 90.0), 'x****O**xxxx*xx****x**xx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*xx****x*Oxx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxxOxx****x**xx***xxx*x*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x**xx***xP*Ox*******x*******x*******x*******xx': ('D', 15.911999999999999), 'x*******xxxx*******x**xx***xx*xx****P*Ox*******x*******x*******xx': ('D', 18.18), 'x*******xxxx*******x**xx***xx*xx****x*xx****P*Ox*******x*******xx': ('D', 22.5), 'x*******xxxx*******x**xx***xx*xx****x*xx****x*xx****P*Ox*******xx': ('D', 27.0), 'x*******xxxx*******x**xx***xx*xx****x*xx****x*xx****x*xx****P*Oxx': ('L', 30.0), 'x*******xxxx*******x**xx***xx*xx****x*xx****x*xx****xOxx****P**xx': ('L', 60.0), 'x*******xxxx*******x**xx***xx*xx****x*xx****xOxx****P**x*******xx': ('D', 48.0), 'x*******xxxx*******x**xx***xx*xx****xOxx****xxxx****x**x****P**xx': ('L', 100), 'x*******xxxx*******x**xx***xx*xx****x*xx****xxxx****xO*x****P**xx': ('L', 60.0), 'x*******xxxx*******x**xx***xx*xx****xOxx****P**x*******x*******xx': ('D', 38.1), 'x*******xxxx*******x**xx***xxOxx****xxxx****x**x****P**x*******xx': ('D', 100), 'x*******xxxx*******x**xx***xx*xx****xxxx****xO*x****P**x*******xx': ('D', 27.0), 'x*******xxxx*******x**xx***xx*xx****xxxx****xx*x****xO*x****P**xx': ('L', 60.0), 'x*******xxxx*******x**xx***xx*xx****xxxx****xxOx****x**x****P**xx': ('L', 30.0), 'x*******xxxx*******x**xx***xxOxx****P**x*******x*******x*******xx': ('D', 34.86), 'x*******xxxx*******x*Oxx***xxxxx****x**x****P**x*******x*******xx': ('D', 100), 'x*******xxxx*******x**xx***xxxxx****xO*x****P**x*******x*******xx': ('D', 16.2), 'x*******xxxx*******x**xx***xxxxx****xx*x****xO*x****P**x*******xx': ('D', 36.0), 'x*******xxxx*******x**xx***xxxxx****xx*x****xx*x****xO*x****P**xx': ('L', 60.0), 'x*******xxxx*******x**xx***xxxxx****xx*x****xxOx****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******x**xx***xxxxx****xxOx****x**x****P**x*******xx': ('D', 18.0), 'x*******xxxx*******x**xx***xxxxx****xxxx****x*Ox****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******x*Oxx***xP**x*******x*******x*******x*******xx': ('D', 63.1509), 'x*******xxxx*O*****x*xxx***xx**x****P**x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x*xxx***xxO*x****P**x*******x*******x*******xx': ('D', 10.502999999999998), 'x*******xxxx*******x*xxx***xxx*x****xO*x****P**x*******x*******xx': ('D', 25.199999999999996), 'x*******xxxx*******x*xxx***xxx*x****xx*x****xO*x****P**x*******xx': ('D', 36.0), 'x*******xxxx*******x*xxx***xxx*x****xx*x****xx*x****xO*x****P**xx': ('L', 60.0), 'x*******xxxx*******x*xxx***xxx*x****xx*x****xxOx****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******x*xxx***xxx*x****xxOx****x**x****P**x*******xx': ('D', 48.0), 'x*******xxxx*******x*xxx***xxxOx****xxxx****x**x****x**x****P**xx': ('L', 100), 'x*******xxxx*******x*xxx***xxx*x****xxxx****x*Ox****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******x*xxx***xxxOx****x**x****P**x*******x*******xx': ('R', 9.81), 'x*******xxxx*******x*xxx***xxxxx****x*Ox****xP*x*******x*******xx': ('D', 32.7), 'x*******xxxx*******x*xxx***xxxxx****x*xx****xxOx*****P*x*******xx': ('D', 9.0), 'x*******xxxx*******x*xxx***xxxxx****xOxx****xx*x*****P*x*******xx': ('D', 100), 'x*******xxxx*******xOxxx***xx**x****P**x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******P**********Ox*******x*******x*******x*******xx': ('D', 27.600749999999998), 'x*******xxxx*******x**O****P**xx*******x*******x*******x*******xx': ('R', 42.737399999999994), 'x*******xxxx**O****x**x****xP*xx*******x*******x*******x*******xx': ('R', 63.0), 'x*****O*xxxx**x****x**x****xxPxx*******x*******x*******x*******xx': ('D', 60.0), 'x*****xOxxxx**x****x**x****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x****Ox*xxxx**x****x**x****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx**xO***x**x****xxPxx*******x*******x*******x*******xx': ('D', 60.0), 'x******Oxxxx**xx***x**x****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx**xx***x**xO***xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*Ox****x**x****xxPxx*******x*******x*******x*******xx': ('D', 90.0), 'x****O**xxxx*xx****x**x****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*xx****x*Ox****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxxOxx****x**x****xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x**xO***xP*xx*******x*******x*******x*******xx': ('R', 18.0), 'x*******xxxx***O***x**xx***xxPxx*******x*******x*******x*******xx': ('D', 60.0), 'x******Oxxxx***x***x**xx***xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx**Ox***x**xx***xxxxx*****P*x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x*Ox****xP*xx*******x*******x*******x*******xx': ('D', 61.458), 'x*******xxxx*O*****x*xx****xx*xx****P**x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x*xx****xxOxx****P**x*******x*******x*******xx': ('D', 4.859999999999999), 'x*******xxxx*******x*xx****xxxxx****xO*x****P**x*******x*******xx': ('D', 16.2), 'x*******xxxx*******x*xx****xxxxx****xx*x****xO*x****P**x*******xx': ('D', 36.0), 'x*******xxxx*******x*xx****xxxxx****xx*x****xx*x****xO*x****P**xx': ('L', 60.0), 'x*******xxxx*******x*xx****xxxxx****xx*x****xxOx****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******x*xx****xxxxx****xxOx****x**x****P**x*******xx': ('D', 18.0), 'x*******xxxx*******x*xx****xxxxx****xxxx****x*Ox****x**x****P**xx': ('L', 60.0), 'x*******xxxx*******xOxx****xx*xx****P**x*******x*******x*******xx': ('D', 100), 'x*******xxxx*******x*******P**xx******Ox*******x*******x*******xx': ('D', 12.938399999999996), 'x*******xxxx*******x*******x**xx***P**xx******Ox*******x*******xx': ('D', 10.532699999999998), 'x*******xxxx*******x*******x**xx***x**xx***P**xx******Ox*******xx': ('D', 5.024699999999999), 'x*******xxxx*******x*******x**xx***x**xx***x**xx***P**xx******Oxx': ('R', 9.0), 'x*******xxxx*******x*******x**xx***x**xx***x**xx***xP*xx*****Oxxx': ('U', 30.0), 'x*******xxxx*******x*******x**xx***x**xx***xP*xx***xxOxx*****xxxx': ('U', -0.19439999999999996), 'x*******xxxx*******x*******x**xx***x**xx***xP*xx***xx*xx****Oxxxx': ('R', 100), 'x*******xxxx*******x*******x**xx***x**xx***x**xx***P*Oxx*******xx': ('L', 7.821899999999999), 'x*******xxxx*******x*******x**xx***x**xx***x*Oxx**Px*xxx*******xx': ('L', 14.5917), 'x*******xxxx*******x*******x**xx***x*Oxx***x*xxx*Pxx*xxx*******xx': ('U', 13.6764), 'x*******xxxx*******x*******x**xx***x**xx***xOxxx*Pxx*xxx*******xx': ('U', 35.4), 'x*******xxxx*******x*******x**xx***x**xx***x**xx**Px*xxx*****O*xx': ('D', 15.0), 'x*******xxxx*******x*******x**xx***x**xx***x**xx**xx*xxx**P**xOxx': ('R', 100), 'x*******xxxx*******x*******x**xx***x**xx***x**xx**xx*xxx**P*Ox*xx': ('R', -50), 'x*******xxxx*******x*******x**xx***x**xx***x**xx**PxOxxx*******xx': ('L', -3.3000000000000007), 'x*******xxxx*******x*******x**xx***x**xx***xO*xx*Pxxxxxx*******xx': ('U', -50), 'x*******xxxx*******x*******x**xx***x**xx***x**xx*Pxxxxxx****O**xx': ('D', 39.0), 'x*******xxxx*******x*******x**xx***x**xx***P*Oxx*******x*******xx': ('D', 30.181499999999996), 'x*******xxxx*******x*******x**xx***x*Oxx***x*xxx***P***x*******xx': ('R', 36.0), 'x*******xxxx*******x*******x*Oxx***x*xxx***x*xxx***xP**x*******xx': ('D', 60.0), 'x*******xxxx*******x*O*****x*xxx***x*xxx***x*xxx***xx**x****P**xx': ('L', 100), 'x*******xxxx*******x*******xOxxx***x*xxx***x*xxx***xx**x****P**xx': ('L', 100), 'x*******xxxx*******x*******x**xx***xOxxx***x*xxx***xP**x*******xx': ('D', 60.0), 'x*******xxxx*******x*******xO*xx***xxxxx***x*xxx***xx**x****P**xx': ('L', 100), 'x*******xxxx*******x*******x**xx***xxxxx***xOxxx***xx**x****P**xx': ('L', 100), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx***P*O*x*******xx': ('L', 16.605), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx**Px*x*x*****O*xx': ('D', 15.0), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx**xx*x*x**P**xOxx': ('R', 100), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx**xx*x*x**P*Ox*xx': ('R', -50), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx**Px*xOx*******xx': ('L', -1.3499999999999999), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx*Pxx*xxx******Oxx': ('D', -4.5), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx**PxOx*x*******xx': ('L', 41.7), 'x*******xxxx*******x*******x**xx***x**xx***xOxxx*Pxxxx*x*******xx': ('U', 100), 'x*******xxxx*******x*******x**xx***x**xx***x*xxx*Pxxxx*x****O**xx': ('D', 39.0), 'x*******xxxx*******x*******x**xx***x**xx***xOxxx***P***x*******xx': ('D', 48.0), 'x*******xxxx*******x*******x**xx***xO*xx***xxxxx***x***x***P***xx': ('L', 100), 'x*******xxxx*******x*******x**xx***x**xx***xxxxx***xO**x***P***xx': ('L', 60.0), 'x*******xxxx*******x*******x**xx***x**xx***xxxxx***xx**x**PxO**xx': ('U', 100), 'x*******xxxx*******x*******x**xx***x**xx***xxxxx***xxO*x**Px***xx': ('U', 100), 'x*******xxxx*******x*******x**xx***P*Oxx*******x*******x*******xx': ('D', 32.8869), 'x*******xxxx*******x*******x*Oxx***x*xxx***P***x*******x*******xx': ('R', 45.0), 'x*******xxxx*******x*O*****x*xxx***x*xxx***xP**x*******x*******xx': ('D', 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('L', 28.65), 'x*******xxxx*******x*******x**xx***x*xxx***x*xOx*Pxx*xxx*******xx': ('U', 100), 'x*******xxxx*******x*******x**xx***x*xxx***x*x*x*Pxx*xxx******Oxx': ('D', -4.5), 'x*******xxxx*******x*******x**xx***x*xxx***x*x*x**PxOx*x*******xx': ('L', 41.7), 'x*******xxxx*******x*******x**xx***x*xxx***xOx*x*Pxxxx*x*******xx': ('U', 100), 'x*******xxxx*******x*******x**xx***x*xxx***x*x*x*Pxxxx*x****O**xx': ('D', 39.0), 'x*******xxxx*******x*******x**xx***x*xxx***x*xOx***P***x*******xx': ('R', 5.3999999999999995), 'x*******xxxx*******x*******x**xx***x*xxx***x*xxx***xP*Ox*******xx': ('D', 18.0), 'x*******xxxx*******x*******x**xx***x*xxx***x*xxx***xx*xx****P*Oxx': ('L', 30.0), 'x*******xxxx*******x*******x**xx***x*xxx***x*xxx***xxOxx****P**xx': ('L', 30.0), 'x*******xxxx*******x*******x**xx***x*xxx***xOx*x***P***x*******xx': ('D', 48.0), 'x*******xxxx*******x*******x**xx***xOxxx***xxx*x***x***x***P***xx': ('L', 100), 'x*******xxxx*******x*******x**xx***x*xxx***xxx*x***xO**x***P***xx': 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MC_DEPTH = 8
WIN_SCORE = 100
DRAW_SCORE = -50
LOSE_SCORE = -1000
STEP_RATIO = 0.3
class TimeoutException(Exception):
pass
class timeout:
seconds = 0
error_message = ''
def __init__(self, seconds, error_message=os.strerror(errno.ETIME)):
self.seconds = seconds
self.error_message = error_message
def __enter__(self):
def _handle_timeout(signum, frame):
raise TimeoutException(self.error_message)
signal.signal(signal.SIGALRM, _handle_timeout)
signal.alarm(self.seconds)
def __exit__(self, type, value, traceback):
signal.alarm(0)
def preprocess_map(m, player, opponent):
mm = []
if player == 'B':
for i in range(8):
for j in range(8):
mm.append(m[(7 - i) * 8 + (7 - j)])
else:
mm.append(m)
return (''.join(mm)
.replace(player, 'P')
.replace(player.lower(), 'x')
.replace(opponent, 'O')
.replace(opponent.lower(), 'x')
+ 'x')
def print_map(m):
for i in range(8):
print(m[i * 8: i * 8 + 8])
def mark_map(m, pos, mark='x'):
return m[:pos] + mark + m[pos + 1:]
def player_move(m, action):
pos = m.find('P')
return mark_map(m.replace('P', 'x'), action(pos), 'P')
def opposite_move(m, action):
pos = m.find('O')
return mark_map(m.replace('O', 'x'), action(pos), 'O')
def distance(m):
cur = m.find('P')
pos = m.find('O')
mm = [False] * 64
mm.append(True)
q = [cur]
while q:
curr = q.pop()
if mm[curr]:
continue
if curr == pos:
return True
mm[curr] = True
for action in action_choice(m, curr, ('x', 'P')).values():
q.append(action(curr))
return False
def find_logest_path(m, player, max_search):
cur = m.find(player)
maxx_direction = 'U'
maxx = 0
for d, action in action_choice(m, cur).items():
mm = mark_map(m.replace(player, 'x'), action(cur), player)
_, v = find_logest_path(mm, player, max_search - 1)
if v + 1 > maxx:
maxx_direction = d
maxx = v + 1
if maxx > max_search:
return maxx_direction, maxx
return maxx_direction, maxx
def up(pos):
return pos - 8 if pos >= 8 else 64
def down(pos):
return pos + 8 if pos < 56 else 64
def left(pos):
return pos - 1 if pos % 8 != 0 else 64
def right(pos):
return pos + 1 if pos % 8 != 7 else 64
command_to_function_map = {
'U': up,
'D': down,
'R': right,
'L': left,
}
def action_choice(m, pos, wall=('x', 'P', 'O')):
ret = {}
for command, func in command_to_function_map.items():
if m[func(pos)] not in wall:
ret[command] = func
return ret
def mc(m, depth=MC_DEPTH):
if depth <= 0:
return 'U', 0
if m in MC_MAP:
return MC_MAP[m]
maxx_d = 'U'
maxx = -100000
if distance(m):
for p_d, p_action in action_choice(m, m.find('P')).items():
mm = player_move(m, p_action)
ret = 0
for o_action in action_choice(m, m.find('O')).values():
if p_action(m.find('P')) == o_action(m.find('O')):
ret = DRAW_SCORE
else:
ret += STEP_RATIO * mc(opposite_move(mm, o_action), depth - 2)[1]
if ret > maxx:
maxx = ret
maxx_d = p_d
else:
p_d, p_l = find_logest_path(m, 'P', 20)
o_d, o_l = find_logest_path(m, 'O', 20)
maxx_d = p_d
if p_l > o_l:
maxx = WIN_SCORE
elif p_l == o_l:
maxx = DRAW_SCORE
else:
maxx = LOSE_SCORE
if depth == MC_DEPTH:
MC_MAP[m] = (maxx_d, maxx)
return maxx_d, maxx
def create_mc_sets(m, depth):
if depth <= 0:
return
print_map(m)
mm = mc(m)
print(mm)
if mm[1] in (WIN_SCORE, DRAW_SCORE, LOSE_SCORE):
return
p_action = command_to_function_map[mm[0]]
mm = player_move(m, p_action)
for o_action in action_choice(mm, m.find('O')).values():
create_mc_sets(opposite_move(mm, o_action), depth - 1)
def test():
m1 = preprocess_map("""
A*******
********
********
********
********
********
********
*******B
""".replace('\n', '').replace(' ', ''), 'A', 'B')
try:
create_mc_sets(m1, 12)
except:
pass
print(MC_MAP)
def main():
data = json.loads(sys.argv[1])
map_string = data['map']
# opponent_history = data['opponent_history']
# my_history = data['my_history']
player = data['me']
opponent = data['opponent']
m = preprocess_map(map_string, player, opponent)
try:
with timeout(1):
d = mc(m)[0]
except TimeoutException:
d = mc(m, MC_DEPTH - 2)[0]
if player == 'A':
print(d)
else:
if d == 'U':
print('D')
elif d == 'D':
print('U')
elif d == 'R':
print('L')
elif d == 'L':
print('R')
main()