def Run(self, config):
jsConfig = json.dumps(config) # 运行配置项
hqData = TushareHQChartData(TUSHARE_AUTHORIZATION_KEY,
startDate=config["StartDate"],
endDate=config["EndDate"])
result = HQSelectResult() # 实例计算结果接收类
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = '''
---------------------------------------------------------------------------
TushareSelect::Run()
Success:{4},
ID:{3}
执行时间:{0},
K线返回:{6}-{7},
股票个数:{1},
脚本:
{2}
参数:{5}
---------------------------------------------------------------------------
'''.format(elapsed, len(config['Symbol']), config["Script"],
config['JobID'], res, config["Args"], config["StartDate"],
config["EndDate"])
print(log)
return result
def RunIndexTest(runConfig):
jsConfig = json.dumps(runConfig) # 运行配置项
hqData=TushareKLocalHQChartData(TushareConfig.TUSHARE_AUTHORIZATION_KEY,startDate=20200421, endDate=20201231, cachePath="test_data\\") # 实例化数据类
result=HQSelectDataFrameResult() # 实例计算结果接收类
start = time.process_time()
res=FastHQChart.Run(jsConfig,hqData,proSuccess=result.RunSuccess, procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log='''RunSingleStockIndex()
---------------------------------------------------------------
耗时:{0}s,
股票个数:{1},
脚本:
{2}
执行是否成功:{3}
---------------------------------------------------------------'''.format(elapsed,len(runConfig['Symbol']), runConfig["Script"], res)
print(log)
if (res==True):
for item in result.dfResult.items() :
symbol= item[0]
print('{0} 数据：'.format(symbol))
print(item[1])
def SelectRun(message):
runConfig = message['data']
startDate = 20200421
endDate = 20201231
jobID = str(uuid.uuid1())
if ("StartDate" in runConfig):
startDate = runConfig["StartDate"]
if ("EndDate" in runConfig):
endDate = runConfig["EndDate"]
if ("JobID" in runConfig):
jobID = runConfig["JobID"]
else:
runConfig["JobID"] = jobID
if ("OutCount" not in runConfig):
runConfig["OutCount"] = 1 # 默认输出最后一个数据
script = runConfig["Script"]
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = TushareHQChartData(TUSHARE_AUTHORIZATION_KEY,
startDate=startDate,
endDate=endDate)
result = HQSelectResult() # 实例计算结果接收类
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = '''
---------------------------------------------------------------------------
HQChartPy_Run()
ID:{3}
执行时间:{0},
股票个数:{1},
脚本:
{2}
---------------------------------------------------------------------------
'''.format(elapsed, len(runConfig['Symbol']), script, jobID)
print(log)
emit('HQChartPy_SelectFinish', {
'Result': res,
"Tick": elapsed,
"JobID": jobID
})
def TestSingleStock():
runConfig = {
"Script":
'''
T2:MA(C,10);
T3:FINANCE(1);
T4:DYNAINFO(5);
T5:INDEXA;
T6:INDEXC;
''',
# 脚本参数
"Args": [{
"Name": 'N1',
"Value": 5
}, {
"Name": 'N2',
"Value": 10
}, {
"Name": 'N3',
"Value": 15
}],
# 周期 复权
"Period":
0,
"Right":
0,
"Symbol":
"600000.sh",
#jobID (可选)
"JobID":
"1234-555-555"
}
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = HQChartData() # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
result.IsOutLog = False
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "TestSingleStock() Time used:{0}, 股票{1}".format(
elapsed, runConfig['Symbol'])
print(log)
def TestSingleStock():
runConfig = {
# 系统指标名字
# "Name":"MA",
"Script":
'''
T2:FINANCE(7);
T3:FINONE(1,2,3);
''',
# 脚本参数
# "Args":[ { "Name": 'N1', "Value": 5 },{ "Name": 'N2', "Value": 10 },{ "Name": 'N3', "Value": 15 } ],
"Args": [{
"Name": "M1",
"Value": 15
}, {
"Name": "M2",
"Value": 20
}, {
"Name": "M3",
"Value": 30
}],
# 周期 复权
"Period":
1,
"Right":
0,
"Symbol":
"600000.sh",
#jobID (可选)
"JobID":
"1234-555-555"
}
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = HQChartData() # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
result.IsOutLog = True
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "TestSingleStock() Time used:{0}, 股票{1}".format(
elapsed, runConfig['Symbol'])
print(log)
def HQChartPy_Run():
symbol = '600000.sh'
startDate = 20200421
endDate = 20201231
period = 0
right = 0
jobID = str(uuid.uuid1())
if (request.method == "POST"):
# data = request.get_data()
if (request.mimetype == "application/x-www-form-urlencoded"):
requestData = request.form
else:
requestData = json.loads(request.get_data(as_text=True))
symbol = requestData['Symbol']
script = requestData["Script"]
args = []
# 可选参数
if ("Period" in requestData):
period = requestData["Period"]
if ("Right" in requestData):
right = requestData["Right"]
if ("Args" in requestData):
args = requestData["Args"]
if ("StartDate" in requestData):
startDate = requestData["StartDate"]
if ("EndDate" in requestData):
endDate = requestData["EndDate"]
runConfig = {
# 系统指标名字
# "Name":"MA",
"Script": script,
# 脚本参数
"Args": args,
# 周期 复权
"Period": period,
"Right": right,
"Symbol": symbol,
# "OutCount":1,
#jobID (可选)
"JobID": jobID
}
else:
runConfig = {
# 系统指标名字
# "Name":"MA",
"Script":
TEST_CODE,
# 脚本参数
"Args": [{
"Name": "M1",
"Value": 15
}, {
"Name": "M2",
"Value": 20
}, {
"Name": "M3",
"Value": 30
}],
# 周期 复权
"Period":
period,
"Right":
right,
"Symbol":
symbol,
#jobID (可选)
"JobID":
jobID
}
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = TushareHQChartData(TUSHARE_AUTHORIZATION_KEY,
startDate=startDate,
endDate=endDate) # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = '''
---------------------------------------------------------------------------
HQChartPy_Run()
ID:{3}
执行时间:{0},
股票{1},
脚本:
{2}
---------------------------------------------------------------------------
'''.format(elapsed, runConfig['Symbol'], script, jobID)
print(log)
if (res):
jsonData = result.Result[0]["Data"]
df = HQChartPy2Helper.JsonDataToPandas(jsonData) # 指标数据转pandas
print(df)
responseData = json.loads(jsonData)
responseData["Code"] = 0 # 成功
responseData['Tick'] = elapsed # 耗时
responseData['StartDate'] = startDate
responseData["EndDate"] = endDate
responseData["JobID"] = jobID
return jsonify(responseData)
else:
responseData = {
'Code': 1,
"Tick": elapsed,
"Error": result.Error,
"JobID": jobID
}
return jsonify(responseData)
def home():
version = FastHQChart.GetVersion()
return '''<h1>HQChartPy2</h1>
<p>版本号:{0}</p>
<p>授权信息:{1}</p>'''.format(version, FastHQChart.Authorize)
def SelectOnConnect():
version = FastHQChart.GetVersion()
emit('HQChartPy_Ready', {
'Version': version,
"Authorize": FastHQChart.Authorize
})
---------------------------------------------------------------------------
'''.format(elapsed, len(runConfig['Symbol']), script, jobID)
print(log)
emit('HQChartPy_SelectFinish', {
'Result': res,
"Tick": elapsed,
"JobID": jobID
})
@socketio.on('connect', namespace='/select')
def SelectOnConnect():
version = FastHQChart.GetVersion()
emit('HQChartPy_Ready', {
'Version': version,
"Authorize": FastHQChart.Authorize
})
@socketio.on('disconnect', namespace='/select')
def SelectOnDisconnect():
print('Client disconnected')
if __name__ == '__main__':
FastHQChart.Initialization(HQCHART_AUTHORIZATION_KEY)
# app.run(host='127.0.0.1', port=8712, debug=True)
socketio.run(app, debug=True, host="127.0.0.1", port=8712)
def TestMultiStock():
runConfig = {
# 执行的脚本
"Script":
'''
JJ:=(HIGH+LOW+CLOSE)/3;
QJ0:=VOL/IF(HIGH=LOW,4,HIGH-LOW);
QJ1:=QJ0*(MIN(OPEN,CLOSE)-LOW);
QJ2:=QJ0*(JJ-MIN(CLOSE,OPEN));
QJ3:=QJ0*(HIGH-MAX(OPEN,CLOSE));
QJ4:=QJ0*(MAX(CLOSE,OPEN)-JJ);
DDX:=IF(HIGH=LOW,4*QJ0,((QJ1+QJ2)-(QJ3+QJ4)))/SUM(VOL,10)*100;
DDY:=((QJ2+QJ4)-(QJ1+QJ3))/SUM(VOL,10)*100;
DDZ:=((QJ1+QJ2)-(QJ3+QJ4))/((QJ1+QJ2)+(QJ3+QJ4))*100*17;
AA:((DDX+DDY+DDZ)/3);
''',
# 脚本参数
"Args": [{
"Name": 'N1',
"Value": 5
}, {
"Name": 'N2',
"Value": 10
}, {
"Name": 'N3',
"Value": 15
}],
# 周期 复权
"Period":
0,
"Right":
0,
# 股票池
"Symbol": ["600000.sh", "600007.sh", "000001.sz", "600039.sh"],
# 并行计算加速模式
"Mode": {
"Thread": False,
"MinRunCount": 1000,
"Count": 5
},
# 输出数据个数 如果只需要最后几个数据可以填几个的个数, 数据从最后开始返回的, 如1=返回最后1个数据 2=返回最后2个数组, -1=返回所有的数据
"OutCount":
1,
# 单个股票执行完是否立即清空缓存, 更具K线个数配置, 不清空缓存到占用很多内存
"ClearCache":
True
}
# 批量执行的股票
for i in range(3700):
# runConfig["Symbol"].append("600000.sh")
runConfig["Symbol"].append("000421.sz")
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = HQChartData() # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
result.IsOutLog = False
# 预加载K线数据
# start = time.process_time()
# loadCount=0
# loadCount=HQChart.PreLoadKData(runConfig,data,guid=strGuid)
# elapsed = (time.process_time() - start)
# log="加载数据 Time used:{0}, 股票个数:{1}".format(elapsed, loadCount)
# print(log)
start = time.process_time()
res = FastHQChart.Run2(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "执行指标 Time used:{0}, 股票个数:{1}".format(elapsed,
len(runConfig['Symbol']))
print(log)
result.IsOutLog = False
# 预加载K线数据
# start = time.process_time()
# loadCount=0
# loadCount=HQChart.PreLoadKData(runConfig,data,guid=strGuid)
# elapsed = (time.process_time() - start)
# log="加载数据 Time used:{0}, 股票个数:{1}".format(elapsed, loadCount)
# print(log)
start = time.process_time()
res = FastHQChart.Run2(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "执行指标 Time used:{0}, 股票个数:{1}".format(elapsed,
len(runConfig['Symbol']))
print(log)
if __name__ == "__main__":
key = "FeArQfG7PG1WjRuzKH/JPlJCpF9zTKVg8gl1AqSoaIfMbmVGmc8BFRZGKFK2Foca2Icu1Q/uSsi+38T51oEHMmSRCfX3zkEZsicW6jLcXUnOXhvzE/E9mq8P0D25zO9Zti1Qxlo7cgMLZOCnpUDYOa9+w3+ecy3voiCV57c+V6o="
FastHQChart.Initialization(key)
TestSingleStock()
TestMultiStock()
TestMultiStock()
def TestSingleStock():
# 授权码
HQCHARTPY2_KEY = "oTjOc1CNCuxtcAqs6+/FHeKmYcPpFv+M9y7seNd6eBTE9tq1El9mGLi7bj6gtMf3RpWtGJ0K7Tu2wbEBUjunGb5mgGskWii4vlUK+5XFr7fI/nDysxdWOebKqJ+RLif0MptDIGdQP8nbyw1osZdXJuWpb4RYYNrzeXtbQVDI2UNnuJUm8DpGs/SgKrw9l+Q2QT/hMnJ6/MMsjMpsgHmV5iHWQTzzAU2QXnX5rtMuAISFKcLlbPzKF809lexHbtqXqoPxQfJkqh0YzTyJOZLhkvZ+Sm5vIu4EhJjIQBTLrX229t8rIvwKwLZ/UEuewSQFgq2QkpBQMPlBU/HVy5h7WQ=="
TUSHARE_TOKEN = "836dcc340f026bd41b378d702d5e11950df18c1750b18ec18dc4ea09"
FastHQChart.Initialization(HQCHARTPY2_KEY)
runConfig = {
# 系统指标名字
# "Name":"MA",
"Script":
'''
//CALCSTOCKINDEX('SH600036', 'KDJ', 3);
//STKINDI('sz300059','KDJ.T1#WEEK',9,4,4);
MA(C,M1);
GPJYVALUE(1,1,0);
//T2:C#WEEK;
//T2:MA(C,M2);
//T3:MA(C,M3);
//T4:COST(10);
//T5:TOTALCAPITAL;
//T6:CAPITAL;
//T9:DYNAINFO(8);
T7:FINANCE(18);
//T8:FINANCE(40);
''',
# 脚本参数
"Args": [{
"Name": "M1",
"Value": 15
}, {
"Name": "M2",
"Value": 20
}, {
"Name": "M3",
"Value": 30
}],
# 周期 复权
"Period":
0,
"Right":
0,
"Symbol":
"600000.sh",
#jobID (可选)
"JobID":
"1234-555-555"
}
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = TushareHQChartData(TUSHARE_TOKEN,
startDate=20200421,
endDate=20201231) # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "TestSingleStock() Time used:{0}, 股票{1}".format(
elapsed, runConfig['Symbol'])
print(log)
emit('HQChartPy_SelectFinish', {
'Result': res,
"Tick": elapsed,
"JobID": jobID
})
@socketio.on('connect', namespace='/select')
def SelectOnConnect():
version = FastHQChart.GetVersion()
emit('HQChartPy_Ready', {
'Version': version,
"Authorize": FastHQChart.Authorize
})
@socketio.on('disconnect', namespace='/select')
def SelectOnDisconnect():
print('Client disconnected')
if __name__ == '__main__':
if (TushareConfig.HQCHART_AUTHORIZATION_KEY == None):
# 请求试用账户, 把mac地址改成你本机的mac地址
TushareConfig.HQCHART_AUTHORIZATION_KEY = FastHQChart.GetTrialAuthorize(
mac="A4-B1-C1-4B-4D-7B")
FastHQChart.Initialization(TushareConfig.HQCHART_AUTHORIZATION_KEY)
# app.run(host='127.0.0.1', port=8712, debug=True)
socketio.run(app, debug=True, host="127.0.0.1", port=8712)
def TestSingleStock():
TUSHARE_TOKEN = TushareConfig.TUSHARE_AUTHORIZATION_KEY
if (TushareConfig.HQCHART_AUTHORIZATION_KEY == None):
TushareConfig.HQCHART_AUTHORIZATION_KEY = FastHQChart.GetTrialAuthorize(
mac="A4-B1-C1-4B-4D-7B") # 请求试用账户, 把mac地址改成你本机的mac地址
FastHQChart.Initialization(TushareConfig.HQCHART_AUTHORIZATION_KEY)
runConfig = {
# 系统指标名字
# "Name":"MA",
"Script":
'''
//CALCSTOCKINDEX('SH600036', 'KDJ', 3);
//STKINDI('sz300059','KDJ.T1#WEEK',9,4,4);
//MA(C,M1);
K:KDJ.K;
D:KDJ.D;
J:KDJ.J;
K:KDJ.K#WEEK;
D:KDJ.D#WEEK;
J:KDJ.J#WEEK;
//GPJYVALUE(1,1,0);
//T2:C#WEEK;
//T2:MA(C,M2);
//T3:MA(C,M3);
//T4:COST(10);
//T5:TOTALCAPITAL;
//T6:CAPITAL;
//T9:DYNAINFO(8);
//T7:FINANCE(18);
//T8:FINANCE(40);
''',
# 脚本参数
"Args": [{
"Name": "M1",
"Value": 15
}, {
"Name": "M2",
"Value": 20
}, {
"Name": "M3",
"Value": 30
}],
# 周期 复权
"Period":
0,
"Right":
0,
"Symbol":
"600000.sh",
#jobID (可选)
"JobID":
"1234-555-555"
}
jsConfig = json.dumps(runConfig) # 运行配置项
hqData = TushareHQChartData(TUSHARE_TOKEN,
startDate=20200421,
endDate=20201231) # 实例化数据类
result = HQResultTest() # 实例计算结果接收类
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "TestSingleStock() Time used:{0}, 股票{1}".format(
elapsed, runConfig['Symbol'])
print(log)
# TestSingleStock()
# 预加载K线数据
# start = time.process_time()
# loadCount=0
# loadCount=HQChart.PreLoadKData(runConfig,data,guid=strGuid)
# elapsed = (time.process_time() - start)
# log="加载数据 Time used:{0}, 股票个数:{1}".format(elapsed, loadCount)
# print(log)
start = time.process_time()
res = FastHQChart.Run(jsConfig,
hqData,
proSuccess=result.RunSuccess,
procFailed=result.RunFailed)
elapsed = (time.process_time() - start)
log = "执行指标 Time used:{0}, 股票个数:{1}".format(elapsed,
len(runConfig['Symbol']))
print(log)
if __name__ == "__main__":
key = "oTjOc1CNCuxtcAqs6+/FHeKmYcPpFv+M9y7seNd6eBTE9tq1El9mGLi7bj6gtMf3RpWtGJ0K7Tu2wbEBUjunGb5mgGskWii4vlUK+5XFr7fI/nDysxdWOebKqJ+RLif0MptDIGdQP8nbyw1osZdXJuWpb4RYYNrzeXtbQVDI2UNnuJUm8DpGs/SgKrw9l+Q2QT/hMnJ6/MMsjMpsgHmV5iHWQTzzAU2QXnX5rtMuAISFKcLlbPzKF809lexHbtqXqoPxQfJkqh0YzTyJOZLhkvZ+Sm5vIu4EhJjIQBTLrX229t8rIvwKwLZ/UEuewSQFgq2QkpBQMPlBU/HVy5h7WQ=="
FastHQChart.Initialization(key)
jsSystemIndex = json.dumps(FastHQChart.HQCHART_SYSTEM_INDEX)
FastHQChart.AddSystemIndex(jsSystemIndex)
TestSingleStock()
TestMultiStock()