def run(configFile):
print("Reading from configurations at " + configFile)
configs = readConfigurations(configFile)
sys.path.append('./src/Models')
print("Generating results for " + str(configs['monotonic_indices']))
cmd = "python3 src/Verification_framework.py " + configFile
print("The command to run is %s" % (cmd))
p = subprocess.Popen(cmd, stderr=subprocess.PIPE, shell=True)
(output, err) = p.communicate()
p_status = p.wait()
print("Finished verifying")
if configs['is_classification']:
task_type = {configs['name']: "classification"}
else:
task_type = {configs['name']: "regression"}
analysis(configs['run_data_path'] + configs['name'] + "/",
[configs['name']], "train", task_type)
print("You can find the best counterexample trained model here : " +
configs['run_data_path'] + configs['name'])
def Submission_Task(self):
"""
提交任务订单
"""
self.driver.implicitly_wait(180)
self.driver.execute()
logging.info(self.deviceid + u'-获取二维码')
logging.info(self.deviceid + u'-正在解析二维码')
url = analysis().get(self.deviceid)
token = TokenYZ.pdtoken()
logging.info(self.deviceid + u'-二维码解析地址:%s' % url)
if self.phmode == '3.火箭API'.decode("utf-8"):
self.taskid = submissionorder().submission_hj(url, self.phonenumber[0], token, '360', self.phonenumber[1])
else:
self.taskid = submissionorder().submission(url, self.phonenumber[0], token, '360')
logging.info(self.deviceid + u'-订单提交成功')
logging.info(self.deviceid + u'-订单号:' + self.taskid)
self.driver.implicitly_wait(5)
def Submission_Task(self):
"""
提交任务订单
"""
self.visualization('获取二维码')
logging.info(self.deviceid + u'-获取二维码')
self.visualization('正在解析二维码')
logging.info(self.deviceid + u'-正在解析二维码')
token = TokenYZ.pdtoken()
url = analysis().get(self.deviceid)
self.visualization('二维码解析地址:%s' % url)
logging.info(self.deviceid + u'-二维码解析地址:%s' % url)
if self.phmode == '3.火箭API'.decode("utf-8"):
self.taskid = submissionorder().submission_hj(
url, self.phonenumber[0], token, '360', self.phonenumber[1])
else:
self.taskid = submissionorder().submission(url,
self.phonenumber[0],
token, '360')
self.visualization('订单提交成功')
self.visualization('订单号:%s' % self.taskid)
logging.info(self.deviceid + u'-订单提交成功')
logging.info(self.deviceid + u'-订单号:' + self.taskid)
cardsAlreadyPlayed = []
firstCardHand = card.randomGenerate(cardsAlreadyPlayed)
cardsAlreadyPlayed.append(firstCardHand)
secondCardHand = card.randomGenerate(cardsAlreadyPlayed)
cardsAlreadyPlayed.append(secondCardHand)
myHand = (firstCardHand, secondCardHand)
print("My hand is: ")
for card in myHand:
print(card)
anal = analysis(myHand)
anal.preflop(myHand)
anal.showOdds()
communityCards = []
for i in range(0, 3):
shownCard = card.randomGenerate(cardsAlreadyPlayed)
cardsAlreadyPlayed.append(shownCard)
communityCards.append(shownCard)
print("\nThe Flop is: ")
for card in communityCards:
print(card)
# data = analysis(limit=30, trade_volume=True, stop_loss="trade_volume", scale_down_trade_vol_par=0.82)
# 总结对比目前最好的策略。
total_data = pd.DataFrame()
stock_amount = []
strategy_name = []
cagr = []
sharpe = []
volatility = []
max_drawdown = []
avg_drawdown = []
avg_drawdown_days = []
for strategy in ["小市值", "反转+小市值", "反转+小市值+止损"]:
for i in range(5, 151, 5):
if strategy == "小市值":
data = analysis(loser=False, limit=i)
elif strategy == "反转+小市值":
data = analysis(limit=i)
elif strategy == "反转+小市值+止损":
data = analysis(limit=i, trade_volume=True, stop_loss="trade_volume", scale_down_trade_vol_par=0.82)
performance = data["Equity with Transaction Cost"].calc_stats()
stock_amount.append(i)
strategy_name.append(strategy)
cagr.append(performance.cagr)
sharpe.append(performance.daily_sharpe)
volatility.append(performance.daily_vol)
max_drawdown.append(-performance.max_drawdown)
avg_drawdown.append(-performance.avg_drawdown)
avg_drawdown_days.append(performance.avg_drawdown_days)
total_data["股票数量"] = stock_amount
total_data["策略"] = strategy_name
try:
incomingPhone = p.recv(1024)
except Exception:
pos_connection.send("0")
print incomingPOS, " ----- ", incomingPhone
# print "nay"
# print incomingPhone
if incomingPhone is None:
pos_connection.send("0")
print incomingPOS, " ----- ", incomingPhone
# print "nay"
else:
if analysis(incomingPOS, incomingPhone):
pos_connection.send("1")
print get_balance(openbank)
transact("1000", openbank)
print get_balance(openbank)
# print "yay"
else:
pos_connection.send("0")
print incomingPOS, " ----- ", incomingPhone
# print "nay"
except Exception:
pos_connection.send("0")
print incomingPOS, " ----- ", incomingPhone