vnpy/examples/TqDataService/dataService.py

107 lines
3.0 KiB
Python

# encoding: UTF-8
import sys
import json
from datetime import datetime
from time import sleep
from pymongo import MongoClient, ASCENDING
from vnpy.data.tq.vntq import TqApi
from vnpy.trader.vtObject import VtBarData
from vnpy.trader.app.ctaStrategy.ctaBase import MINUTE_DB_NAME
# 加载配置
config = open('config.json')
setting = json.load(config)
MONGO_HOST = setting['MONGO_HOST']
MONGO_PORT = setting['MONGO_PORT']
SYMBOLS = setting['SYMBOLS']
mc = MongoClient(MONGO_HOST, MONGO_PORT) # Mongo连接
db = mc[MINUTE_DB_NAME] # 数据库
api = TqApi() # 历史行情服务API对象
api.connect() # 连接
taskList = [] # 下载任务列表
#----------------------------------------------------------------------
def generateVtBar(symbol, d):
"""生成K线"""
bar = VtBarData()
bar.symbol = symbol
bar.vtSymbol = symbol
bar.open = d['open']
bar.high = d['high']
bar.low = d['low']
bar.close = d['close']
bar.volume = d['volume']
bar.openInterest = d['open_oi']
bar.datetime = datetime.fromtimestamp(d['datetime']/1000000000)
bar.date = bar.datetime.strftime("%Y%m%d")
bar.time = bar.datetime.strftime("%H:%M:%S")
return bar
#----------------------------------------------------------------------
def onChart(symbol, seconds):
"""K线更新处理函数"""
# 避免重复记录已经完成的任务
if symbol not in taskList:
return
serial = api.get_kline_serial(symbol, seconds)
cl = db[symbol] # 集合
cl.ensure_index([('datetime', ASCENDING)], unique=True) # 添加索引
l = serial.values()
for d in l:
bar = generateVtBar(symbol, d)
d = bar.__dict__
flt = {'datetime': bar.datetime}
cl.replace_one(flt, d, True)
start = datetime.fromtimestamp(l[0]['datetime']/1000000000)
end = datetime.fromtimestamp(l[-1]['datetime']/1000000000)
print u'合约%s下载完成%s - %s' %(symbol, start, end)
# 移除已经完成的任务
if symbol in taskList:
taskList.remove(symbol)
#----------------------------------------------------------------------
def downMinuteBarBySymbol(symbol, num):
"""下载某一合约的分钟线数据"""
api.subscribe_chart(symbol, 60, num, onChart)
#----------------------------------------------------------------------
def downloadAllMinuteBar(num):
"""下载所有配置中的合约的分钟线数据"""
print '-' * 50
print u'开始下载合约分钟线数据'
print '-' * 50
# 添加下载任务
taskList.extend(SYMBOLS)
for symbol in SYMBOLS:
downMinuteBarBySymbol(str(symbol), num)
while True:
sleep(2)
# 如果任务列表为空,则说明数据已经全部下载完成
if not taskList:
print '-' * 50
print u'合约分钟线数据下载完成'
print '-' * 50
return