def run():
task = Othello(4)
az = AlphaZero({
"numEps": 100,
"numMCTSSims": 3,
"maxDepth": 300,
"arenaCompare": 10,
"startFromEp": 0,
"load_checkpoint": True,
"checkpoint": "checkpoint_28.pth.tar",
"checkpoint_dir": "./az_checkpoints",
"prevHistory": "checkpoint_10.pth.tar.examples",
})
ql = QLearning({
"checkpoint_dir": "./ql_checkpoints",
"lr": 0.2,
"discount": 0.9
})
az.init_to_task(task)
ql.init_to_task(task)
ql.load_weights("checkpoint_1.pkl")
for x in range(3):
run_test.main(task, az, ql)
run_test.main(task, ql, az)
#! /usr/bin/env python3
# -*- coding: utf-8 -*-
"""
侏儒排序算法的python实现
"""
from run_test import main
def gnomesort(seq):
i = 0
while i < len(seq):
if i == 0 or seq[i-1] <= seq[i]:
i += 1
else:
seq[i-1], seq[i] = seq[i], seq[i-1]
i -= 1
return seq
if __name__ == '__main__':
dtime = main(gnomesort, seq_len=10000)
print(f"耗时：{dtime}")
line = line.strip()
if not line or line.startswith('#'):
continue
test_and_comp_root = line.split(",")
if len(test_and_comp_root) != 2:
print("Invalid test entry: {}".format(test_and_comp_root))
continue
yield (test_and_comp_root[0].strip(), test_and_comp_root[1].strip())
total_tests = 0
test_passed = 0
for test_info in next_test():
total_tests += 1
pipeline_path = os.path.join(pipelines_root, test_info[0])
comp_root_path = os.path.join(os.path.expanduser(test_info[1]))
test_args = ["--test", pipeline_path, "--comps-root", comp_root_path]
if args.local_cluster:
test_args.append("--local-cluster")
try:
if args.verbose:
print("Args (run_test.py):", colored("{}".format(" ".join(test_args)), "blue", "on_white", attrs=['bold']))
run_test.main(test_args)
test_passed += 1
except:
traceback.print_exc()
print(30 * "#", "\n")
cprint("{}/{} tests passed successfully!\n".format(test_passed, total_tests), "green" if test_passed == total_tests else "yellow", attrs=['bold'])
class FakeSSH(object):
def exec_command(self, cmd, **kwargs):
return get_fake_out(cmd)
def close(self):
pass
def open_sftp(self):
return FakeSFTP()
class FakePopen(object):
def __init__(self, cmd,
shell=True,
stdout=None,
stderr=None,
stdin=None):
self.stdin, self.stdout, self.stderr = get_fake_out(cmd)
def wait(self):
return 0
if __name__ == '__main__':
run_test.subprocess.Popen = FakePopen
run_test.start_test_vms = fake_start_vms()
run_test.ssh_runner.ssh_connect = fake_ssh_connect
opts = run_test.parse_args(sys.argv[1:])
tool = opts.tool_type
exit(run_test.main(sys.argv[1:]))
"""
from run_test import main
# 递归版本
def ins_sort_rec(seq, i):
if i == 0:
return
ins_sort_rec(seq, i-1)
j = i
while j > 0 and seq[j-1] > seq[j]:
seq[j-1], seq[j] = seq[j], seq[j-1]
j -= 1
return seq
# 迭代版本
def ins_sort(seq, i):
for i in range(1, len(seq)):
j = i
while j > 0 and seq(j-1) > seq(j):
seq[j-1], seq[j] = seq[j], seq[j-1]
j -= 1
return seq
if __name__ == '__main__':
main(ins_sort_rec)
import sys
import run_test as rt
rt.options.make = "C:/Qt/Qt5.6.0/Tools/mingw492_32/bin/mingw32-make.exe"
rt.options.qmake = "C:/Qt/Qt5.6.0/5.6/mingw49_32/bin/qmake.exe"
tests = [
"../src/xx_test_0000/xx_test_0000.pro",
"../src/xx_test_0001/xx_test_0001.pro",
]
failed = []
passed = []
for test in tests:
rt.options.project = test
if rt.main():
failed.append(test)
else:
passed.append(test)
sys.stdout.write("PASSED:\n")
sys.stdout.write("\n".join(passed)+"\n")
if len(failed):
sys.stderr.write("FAILED:\n")
sys.stderr.write("\n".join(failed)+"\n")
sys.exit(1)
sys.stdout.write("\nALL OK\n")
sys.exit(0)
def run():
task = Uno()
ai1 = InteractivePlayer().init_to_task(task)
ai2 = Random().init_to_task(task)
main(task, ai1, ai2)
from run_test import main
# 迭代实现
def ch_que(query):
for i in range(len(query)-1):
for j in range(i+1, len(query)):
if query[i] > query[j]:
query[i], query[j] = query[j], query[i]
return query
# 递归实现
def ch_que_rec(seq, i):
if i == 0:
return
j_max = i
for j in range(i):
if seq[j] > seq[j_max]:
j_max = j
seq[i], seq[j_max] = seq[j_max], seq[i]
ch_que_rec(seq, i-1)
return seq
if __name__ == '__main__':
dtime = main(ch_que_rec)
print(f"耗时: {dtime}s")
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
# MA 02110-1301, USA.
#
#
import play_poker
import run_test
running = False
while not running:
mode = int(raw_input("Play game(1), debug(2) or do a test run(3)?"))
if mode == 1:
running = True
play_poker.main()
elif mode == 2:
running = True
debug.main()
elif mode == 3:
running = True
run_test.main()
else:
print "Please answer 1, 2 or 3"
# -*- coding: utf-8 -*-
from run_test import main
def mergesort(seq):
mid = len(seq)//2
left, right = seq[:mid], seq[mid:]
# print(f"left: {left}")
# print(f"right: {right}")
if len(left) > 1:
left = mergesort(left)
# print(f"after letf: {left}")
if len(right) > 1:
right = mergesort(right)
res = []
while left and right:
if left[-1] >= right[-1]:
res.append(left.pop())
else:
res.append(right.pop())
res.reverse()
return (left or right) + res
if __name__ == '__main__':
dtime = main(mergesort, seq_len=10)
print(f"耗时：{dtime}")
def test_player_after_switch(arg_learning_mode, arg_player1_num_of_trains, arg_player2_num_of_trains):
opponents_number = 0
learning_mode = int(arg_learning_mode)
player1_num_of_trains = int(arg_player1_num_of_trains)
player2_num_of_trains = int(arg_player2_num_of_trains)
test_player_folder_path = ''
test_player_log_file = ''
opponent = ''
opponent_num_of_trains = 0
if (learning_mode == 1):
opponents_number = 2
opponent = 'right'
opponent_num_of_trains = player2_num_of_trains
test_player_folder_path = "./trials_sequentially/" + "left_player" + \
"_learning" + str(player1_num_of_trains)
print ('DEBUG: test_player_folder_path: ', test_player_folder_path, '\n')
test_player_log_file = "logs/" + "left_player" + \
"_learning" + str(player1_num_of_trains)
elif (learning_mode == 2):
opponents_number = 1
opponent = 'left'
opponent_num_of_trains = player1_num_of_trains
test_player_folder_path = "./trials_sequentially/" + "right_player" + \
"_learning" + str(player2_num_of_trains)
test_player_log_file = "logs/" + "right_player" + \
"_learning" + str(player2_num_of_trains)
# opponent_path_to_most_updated_weights_folder = "./trials_sequentially/" + opponent + "_player" + \
# "_learning" + str(opponent_num_of_trains)
# opponent_path_to_most_updated_weights_folder = "./trials_sequentially/" + "player" + str(opponents_number) +\
# "learning" + str(opponent_num_of_trains)
# list_of_files = glob.glob(opponent_path_to_most_updated_weights_folder + '/*/*')
# opponent_most_updated_weights_file = max(list_of_files, key=os.path.getctime)
opponent_most_updated_weights_file = 'model' + str(opponents_number) + '.h5'
num_of_test = 0
game_times = []
game_numbers = []
times = []
scores = []
game_scores = []
left_player_q_max_list = []
left_player_q_max_list = []
for subdir, dirs, files in os.walk(test_player_folder_path):
dirs.sort(key=lambda f: int(filter(str.isdigit, f)))
for d in dirs:
num_of_test += 1
if learning_mode == 1:
times, scores, left_player_q_max_list, right_player_q_max_list = \
run_test.main(1, test_player_folder_path + "/" + str(d) + "/model1.h5",
opponent_most_updated_weights_file,
num_of_test, test_player_log_file)
game_times = game_times + times
game_scores = game_scores + scores
elif learning_mode == 2:
times, scores, left_player_q_max_list, right_player_q_max_list = \
run_test.main(2, opponent_most_updated_weights_file,
test_player_folder_path + "/" + str(d) + "/model2.h5",
num_of_test, test_player_log_file)
game_times = game_times + times
game_scores = game_scores + scores
game_numbers.extend(range(1, len(game_times) + 1))
plot_qmax(test_player_log_file, test_player_log_file + '/qmax')
plot_scores(game_numbers, game_scores, test_player_log_file)
plot_times(game_numbers, game_times, test_player_log_file)
print_average_game_time(test_player_log_file)
import sys
import run_test as rt
rt.options.make = "C:/Qt/Qt5.6.0/Tools/mingw492_32/bin/mingw32-make.exe"
rt.options.qmake = "C:/Qt/Qt5.6.0/5.6/mingw49_32/bin/qmake.exe"
tests = [
"../src/xx_test_0000/xx_test_0000.pro",
"../src/xx_test_0001/xx_test_0001.pro",
]
failed = []
passed = []
for test in tests:
rt.options.project = test
if rt.main():
failed.append(test)
else:
passed.append(test)
sys.stdout.write("PASSED:\n")
sys.stdout.write("\n".join(passed)+"\n")
if len(failed):
sys.stderr.write("FAILED:\n")
sys.stderr.write("\n".join(failed)+"\n")
sys.exit(1)
sys.stdout.write("\nALL OK\n")
sys.exit(0)
