def knockoutScenario(plrs, FOLDER):
# 屏蔽AI自带print
class null_stream:
def read(*args):
pass
def write(*args):
pass
def flush(*args):
pass
sys.stdout = null_stream
# 设置比赛参数
GAMES = 10 # 作为先后手各比赛场数，总场次 2 * GAMES
HALFWIDTH, HEIGHT, TIMELIMIT, ROUNDSPERGAME = 51, 101, 30, 2000
CLEAR = 'cls' if platform.system() == 'Windows' else 'clear' # 设置清屏指令
# 创建赛程
name1, func1, name2, func2 = plrs[0][0], plrs[0][1], plrs[1][0], plrs[1][1]
# 图形化计分表，比赛结果统计表
x = PrettyTable([' # ', ' Endgame Winner ',
' Game State ', ' Rmk '])
pairResult = [0, 0]
# 图形化计分表与比赛结果统计表绘图工具
def outputer(match_result, i, GAMES, pairResult, name1, name2, x):
# 统计胜方
gameResult = match_result['result']
gameWinner = gameResult[0]
if gameWinner == None:
winner = 'None'
elif i <= GAMES: # 前 GAMES 局
if gameWinner == 0:
pairResult[0] += 1
winner = '(A) ' + name1
elif gameWinner == 1:
pairResult[1] += 1
winner = '(B) ' + name2
else: # 后 GAMES 局
if gameWinner == 1:
pairResult[0] += 1
winner = '(B) ' + name1
elif gameWinner == 0:
pairResult[1] += 1
winner = '(A) ' + name2
# 即时比赛结果的输出文字内容准备
flag = gameResult[1]
state = 'KO'
if abs(flag) == 3:
state = str(gameResult[2])
flag = flag + 3
rmklst = ['END', 'OVT', 'ERR', 'WAL', 'TAP', 'SID', 'FAC', 'CIT']
gameRounds = len(match_result['log']) - 1
x.add_row(['%2d'%i, winner, state, rmklst[flag] + ', %4d'%gameRounds])
# 更新即时比赛结果
os.system(CLEAR)
print(
name1,
' ' * (21 - len(name1)),
'%2d' % pairResult[0],
': ',
'%2d' % pairResult[1],
' ' * (23 - len(name2)),
name2,
file=sys.__stdout__)
print(x, file=sys.__stdout__)
# 初始化存储空间
storageAB, storageBA = [{}, {}], [{}, {}]
for match_core.STORAGE in storageAB, storageBA:
for i in range(2):
try:
exec('func%d.init(match_core.STORAGE[%d])' % (i+1, i))
except:
pass
storageBA = storageBA[::-1]
# 根据赛程比赛
# A vs B 顺序存储空间，先赛GAMES局
for i in range(1, 1+GAMES):
match_core.STORAGE = storageAB
match_result = match((func1, func2), (name1, name2),
HALFWIDTH, HEIGHT, ROUNDSPERGAME, TIMELIMIT)
log_name = '%s/log/%s-VS-%s(%s).zlog' % (FOLDER, name1, name2, i)
save_match_log(match_result, log_name)
outputer(match_result, i, GAMES, pairResult, name1, name2, x)
# B vs A 顺序存储空间，再赛GAMES局
for i in range(1+GAMES, 1+GAMES*2):
match_core.STORAGE = storageBA
match_result = match((func2, func1), (name2, name1),
HALFWIDTH, HEIGHT, ROUNDSPERGAME, TIMELIMIT)
log_name = '%s/log/%s-VS-%s(%s).zlog' % (FOLDER, name2, name1, i-GAMES)
save_match_log(match_result, log_name)
outputer(match_result, i, GAMES, pairResult, name1, name2, x)
if pairResult[0] > GAMES or pairResult[1] > GAMES:
break
# 总结函数
storageBA = storageBA[::-1]
for match_core.STORAGE in storageAB, storageBA:
for i in range(2):
try:
exec('func%d.summaryall(match_core.STORAGE[%d])' % (i+1, i))
except:
pass
# 单挑结束，输出结果
if pairResult[0] > pairResult[1]:
totalwinner = name1
output = [(name1, func1)], [(name2, func2)]
elif pairResult[0] < pairResult[1]:
totalwinner = name2
output = [(name2, func2)], [(name1, func1)]
else:
totalwinner = 'No one'
output = [['No one']], None
print('Knockout Result:', totalwinner, 'wins.',
'\nPress enter to continue:', file=sys.__stdout__)
input()
return output
def worker(id, net, data_queue, save=False):
EPS_START = 0.9
EPS_END = 0.2
EPS_DECAY = 5000
class player1:
def load(self, stat, storage):
storage['field_size'] = 0
if 'tensor' in storage:
del storage['tensor']
def play(self, stat, storage):
tensor, field_size = getFeatureMap(stat)
reward = field_size - storage['field_size']
if 'tensor' in storage:
data_queue.put(
(storage['tensor'], storage['action'], tensor, reward))
storage['tensor'] = tensor
storage['field_size'] = field_size
if 'steps_done' in storage:
storage['steps_done'] += 1
else:
storage['steps_done'] = 1
#print(tensor.shape)
sample = random.random()
eps_threshold = EPS_END + (EPS_START - EPS_END) * \
math.exp(-1. * storage['steps_done'] / EPS_DECAY)
#print('EPS: ', storage['steps_done'], eps_threshold)
choices = ['l', 's', 'r']
if sample > eps_threshold:
#print('Using Net')
with torch.no_grad():
res = net(tensor).max(1)[1]
ret = choices[res]
else:
ret = random.choice(['l', 'r', 's'])
storage['action'] = ret
#print(ret)
return ret
def summary(self, result, stat, storage):
tensor, field_size = getFeatureMap(stat)
eps_threshold = EPS_END + (EPS_START - EPS_END) * \
math.exp(-1. * storage['steps_done'] / EPS_DECAY)
if id == 0:
print('EPS: ', storage['steps_done'], eps_threshold, "Size: ",
tensor[0][0].sum())
if result[0] is not None and result[1] >= 0:
if result[0] == stat['log'][0]['me']['id'] - 1:
reward = 0
else:
reward = -0
data_queue.put(
(storage['tensor'], storage['action'], None, reward))
class player2:
def load(self, stat, storage):
return p2.load(stat, storage)
def play(self, stat, storage):
return "r"
return p2.play(stat, storage)
gameCnt = 1
while True:
t1 = pf()
res = match((player1(), player2()))
t2 = pf()
if id == 0:
print("Time: ", t2 - t1)
print(gameCnt, ' Match Done')
if save:
save_match_log(res, 'saves/' + str(gameCnt % 100) + '.zlog')
gameCnt += 1
if 'DEBUG_TRACEBACK' in dir(match):
print(match.DEBUG_TRACEBACK)
exit()
def process_task(data_queue, path, names, log_format, rounds, match_params):
'''
子进程执行两玩家多局对决
params:
data_queue - 数据队列
path - 玩家模块所在路径
names - 玩家名称
log_format - 记录文件名格式
比赛记录将保存为log_format % (*names, index)路径
rounds - 单向比赛局数（双向进行）
match_params - 比赛参数
'''
# 读取玩家
sys.path.append(path)
players = [__import__(n) for n in names]
# 双向比赛
win_counts = [0, 0]
for i in 0, 1:
# 初始化存储空间、局数统计
match_core.STORAGE = [{}, {}]
# 第二次交换比赛
if i:
players = players[::-1]
names = names[::-1]
win_counts = win_counts[::-1]
# 总初始化函数
for i in range(2):
try:
players[i].init(match_core.STORAGE[i])
except:
pass
# 运行多局比赛
for i in range(rounds):
# 进行比赛，获取记录
match_log = match_core.match(players, names, *match_params)
# 生成比赛记录
log_name = log_format % (*names, i)
match_interface.save_match_log(match_log, log_name)
# 比赛结果传递至队列
result = match_log['result']
data_queue.put((names, result))
# 统计比赛结果，若胜利过半则跳出
if result[0] is not None:
win_counts[result[0]] += 1
if win_counts[result[0]] > rounds:
break
# 总总结函数
for i in range(2):
try:
players[i].summaryall(match_core.STORAGE[i])
except:
pass
storageAB, storageBA = [{}, {}], [{}, {}]
for match_core.STORAGE in storageAB, storageBA:
for i in range(2):
try:
exec('func%d.init(match_core.STORAGE[0])' % i)
except:
pass
for i in range(GAMES):
# A vs B 顺序存储空间
match_core.STORAGE = storageAB
match_result = match((func1, func2), (name1, name2), HALFWIDTH, HEIGHT,
ROUNDSPERGAME, TIMELIMIT)
log_name = '%s/log/%s-VS-%s(%s).zlog' % (FOLDER, name1, name2, 1 + i)
save_match_log(match_result, log_name)
os.system('clear')
gameWinner = match_result['result'][0]
if gameWinner == 0:
gameResult[0] += 1
winner = '(A) ' + name1
elif gameWinner == 1:
gameResult[1] += 1
winner = '(B) ' + name2
else:
winner = 'None'
'''
终局原因 :
0 - WAL 撞墙
def knockoutScenario(plrs, FOLDER): # 单挑赛脚本：读取目录内两个文件，提取play函数并执行
# 屏蔽AI自带print
class null_stream:
def read(*args):
pass
def write(*args):
pass
def flush(*args):
pass
sys.stdout = null_stream
# 设置比赛参数
GAMES = 10 # 作为先后手各比赛场数，总场次 2 * GAMES
HALFWIDTH, HEIGHT, TIMELIMIT, ROUNDSPERGAME, = 51, 101, 30, 20
CLEAR = 'cls' if platform.system() == 'Windows' else 'clear' # 设置清屏指令
# 创建赛程
name1, func1, name2, func2 = plrs[0][0], plrs[0][1], plrs[1][0], plrs[1][1]
# 图形化计分表，比赛结果统计表
x = PrettyTable([' #', 'Endgame Winner', 'Game State', ' Rmk '])
pairResult = [0, 0]
# 图形化计分表与比赛结果统计表绘图工具
def outputer(match_result, i, GAMES, pairResult, name1, name2, x):
# 统计胜方
gameResult = match_result['result']
gameWinner = gameResult[0]
if gameWinner == None:
winner = 'None'
elif i < GAMES: # 前 GAMES 局
if gameWinner == 0:
pairResult[0] += 1
winner = '(A) ' + name1
elif gameWinner == 1:
pairResult[1] += 1
winner = '(B) ' + name2
else: # 后 GAMES 局
if gameWinner == 1:
pairResult[0] += 1
winner = '(B) ' + name1
elif gameWinner == 0:
pairResult[1] += 1
winner = '(A) ' + name2
# 即时比赛结果的输出文字内容准备
flag = gameResult[1]
if flag < 0:
flag += 8
rmklst = ['WAL', 'TAP', 'SID', 'FAC', 'CIT', 'END', 'OVT', 'ERR']
reason = 'KO'
if flag == 3 or flag == 5:
reason = str(gameResult[2])
gameRounds = len(match_result['log']) - 1
x.add_row(['%2d'%i, winner, reason, rmklst[flag] + ', %4d'%gameRounds])
# 更新即时比赛结果
os.system(CLEAR)
print(
name1,
' ' * (17 - len(name1)),
'%2d' % pairResult[0],
': ',
'%2d' % pairResult[1],
' ' * (19 - len(name2)),
name2,
file=sys.__stdout__)
print(x, file=sys.__stdout__)
# 初始化存储空间
storageAB, storageBA = [{}, {}], [{}, {}]
for match_core.STORAGE in storageAB, storageBA:
for i in range(2):
try:
exec('func%d.init(match_core.STORAGE[%d])' % (i + 1, i))
except:
pass
storageBA = storageBA[::-1]
# 根据赛程比赛
for i in range(GAMES): # A vs B 顺序存储空间，先赛GAMES局
match_core.STORAGE = storageAB
match_result = match((func1, func2), (name1, name2), HALFWIDTH, HEIGHT,
ROUNDSPERGAME, TIMELIMIT)
log_name = '%s/log/%s-VS-%s(%s).zlog' % (FOLDER, name1, name2, 1 + i)
save_match_log(match_result, log_name)
outputer(match_result, i, GAMES, pairResult, name1, name2, x)
for i in range(GAMES, GAMES*2): # B vs A 顺序存储空间，再赛GAMES局
match_core.STORAGE = storageBA
match_result = match((func2, func1), (name2, name1), HALFWIDTH, HEIGHT,
ROUNDSPERGAME, TIMELIMIT)
log_name = '%s/log/%s-VS-%s(%s).zlog' % (FOLDER, name2, name1, 1 + i)
save_match_log(match_result, log_name)
outputer(match_result, i, GAMES, pairResult, name1, name2, x)
if pairResult[0] > GAMES or pairResult[1] > GAMES:
break
# 总结函数
storageBA = storageBA[::-1]
for match_core.STORAGE in storageAB, storageBA:
for i in range(2):
try:
exec('func%d.summaryall(match_core.STORAGE[%d])' % (i + 1, i))
except:
pass
# 单挑结束，输出结果；平手的话该对重赛一次
if pairResult[0] > pairResult[1]:
totalresult = name1 + ' wins.'
output = [(name1, func1)], [(name2, func2)]
elif pairResult[0] < pairResult[1]:
totalresult = name2 + ' wins.'
output = [(name2, func2)], [(name1, func1)]
else:
totalresult = 'Ties.'
output = [['No one']], None
print('Knockout Result:', totalresult, file=sys.__stdout__)
time.sleep(5)
if output is not None:
return output
else:
return knockout20(plrs, FOLDER)