增加价差算法引擎
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parent
7ed32dca4b
commit
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@ -180,7 +180,7 @@ class RpcServer(RpcObject):
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def publish(self, topic, data):
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"""
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广播推送数据
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topic:主题内容
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topic:主题内容(注意必须是ascii编码)
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data:具体的数据
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"""
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# 序列化数据
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@ -294,6 +294,8 @@ class RpcClient(RpcObject):
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订阅特定主题的广播数据
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可以使用topic=''来订阅所有的主题
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注意topic必须是ascii编码
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"""
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self.__socketSUB.setsockopt(zmq.SUBSCRIBE, topic)
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@ -812,7 +812,7 @@ class BacktestingEngine(object):
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l.append(pool.apply_async(optimize, (strategyClass, setting,
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targetName, self.mode,
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self.startDate, self.initDays, self.endDate,
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self.slippage, self.rate, self.size,
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self.slippage, self.rate, self.size, self.priceTick,
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self.dbName, self.symbol)))
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pool.close()
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pool.join()
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@ -929,7 +929,7 @@ def formatNumber(n):
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#----------------------------------------------------------------------
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def optimize(strategyClass, setting, targetName,
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mode, startDate, initDays, endDate,
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slippage, rate, size,
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slippage, rate, size, priceTick,
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dbName, symbol):
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"""多进程优化时跑在每个进程中运行的函数"""
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engine = BacktestingEngine()
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@ -939,6 +939,7 @@ def optimize(strategyClass, setting, targetName,
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engine.setSlippage(slippage)
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engine.setRate(rate)
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engine.setSize(size)
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engine.setPriceTick(priceTick)
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engine.setDatabase(dbName, symbol)
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engine.initStrategy(strategyClass, setting)
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294
vnpy/trader/app/spreadTrading/stAlgo.py
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294
vnpy/trader/app/spreadTrading/stAlgo.py
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@ -0,0 +1,294 @@
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# encoding: UTF-8
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from math import floor
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from vnpy.trader.vtConstant import (EMPTY_INT, EMPTY_FLOAT,
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EMPTY_STRING, EMPTY_UNICODE,
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DIRECTION_LONG, DIRECTION_SHORT,
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STATUS_ALLTRADED, STATUS_CANCELLED, STATUS_REJECTED)
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########################################################################
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class StAlgoTemplate(object):
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"""价差算法交易模板"""
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MODE_LONGSHORT = 'longshort'
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MODE_LONGONLY = 'long'
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MODE_SHORTONLY = 'short'
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#----------------------------------------------------------------------
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def __init__(self, algoEngine, spread):
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"""Constructor"""
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self.algoEngine = algoEngine # 算法引擎
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self.spreadName = spread.name # 价差名称
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self.spread = spread # 价差对象
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self.algoName = EMPTY_STRING # 算法名称
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self.active = False # 工作状态
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self.mode = self.MODE_LONGSHORT # 工作模式
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self.buyPrice = EMPTY_FLOAT # 开平仓价格
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self.sellPrice = EMPTY_FLOAT
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self.shortPrice = EMPTY_FLOAT
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self.coverPrice = EMPTY_FLOAT
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self.maxPosSize = EMPTY_INT # 最大单边持仓量
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self.maxOrderSize = EMPTY_INT # 最大单笔委托量
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#----------------------------------------------------------------------
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def updateSpreadTick(self, spread):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def updateSpreadPos(self, spread):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def updateTrade(self, trade):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def updateOrder(self, order):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def updateTimer(self):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def start(self):
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""""""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def stop(self):
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""""""
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raise NotImplementedError
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########################################################################
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class SniperAlgo(StAlgoTemplate):
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"""狙击算法(市价委托)"""
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FINISHED_STATUS = [STATUS_ALLTRADED, STATUS_CANCELLED, STATUS_REJECTED]
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#----------------------------------------------------------------------
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def __init__(self, algoEngine):
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"""Constructor"""
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super(SniperAlgo, self).__init__(algoEngine)
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self.algoName = u'Sniper'
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self.hedgeInterval = 2 # 对冲腿撤单再发前的等待时间
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self.hedgeCount = 0 # 对冲计数
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self.activeVtSymbol = spread.activeLeg.vtSymbol # 主动腿代码
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self.passiveVtSymbols = [leg.vtSymbol for leg in spread.passiveLegs] # 被动腿代码列表
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# 缓存每条腿对象的字典
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self.legDict = {}
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self.legDict[spread.activeLeg.vtSymbol] = spread.activeLeg
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for leg in spread.passiveLegs:
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self.legDict[leg.vtSymbol] = leg
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self.hedgingTaskDict = {} # 被动腿需要对冲的数量字典 vtSymbol:volume
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self.legOrderDict = {} # vtSymbol: list of vtOrderID
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#----------------------------------------------------------------------
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def updateSpreadTick(self, spread):
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"""价差行情更新"""
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self.spread = spread
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#----------------------------------------------------------------------
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def updateSpreadPos(self, spread):
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"""价差持仓更新"""
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self.spread = spread
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#----------------------------------------------------------------------
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def updateTrade(self, trade):
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"""成交更新"""
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if not self.active:
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return
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if trade.vtSymbol == self.activeVtSymbol:
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self.newActiveLegTrade(trade)
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else:
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self.newPassiveLegTrade(trade)
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#----------------------------------------------------------------------
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def updateOrder(self, order):
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"""委托更新"""
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if not self.active:
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return
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# 只处理完成委托
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if order.status in self.FINISHED_STATUS:
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vtOrderID = order.vtOrderID
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vtSymbol = order.vtSymbol
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# 从委托列表中移除该委托
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orderList = self.legOrderDict[vtSymbol]
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if vtOrderID in orderList:
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orderList.remove(vtOrderID)
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# 检查若是被动腿,且已经没有未完成委托,则执行对冲
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if not orderList and vtSymbol in self.passiveVtSymbols:
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self.hedgePassiveLeg(vtSymbol)
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#----------------------------------------------------------------------
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def updateTimer(self):
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"""计时更新"""
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self.hedgeCount += 1
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# 计时到达对冲间隔后,则对尚未成交的全部被动腿委托全部撤单
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# 收到撤单回报后,会自动发送新的对冲委托
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if self.hedgeCount > self.hedgeInterval:
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self.cancelAllPassiveLegOrders()
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self.hedgeCount = 0
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#----------------------------------------------------------------------
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def start(self):
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"""启动"""
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raise NotImplementedError
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#----------------------------------------------------------------------
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def stop(self):
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"""停止"""
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self.active = False
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self.hedgingTaskDict.clear()
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self.cancelAllOrders()
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#----------------------------------------------------------------------
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def sendLegOrder(self, leg, legVolume):
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"""发送每条腿的委托"""
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vtSymbol = leg.vtSymbol
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volume = abs(legVolume)
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payup = leg.payup
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# 发送委托
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if legVolume > 0:
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price = leg.askPrice
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if leg.shortPos > 0:
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orderList = self.algoEngine.cover(vtSymbol, price, volume, payup)
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else:
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orderList = self.algoEngine.buy(vtSymbol, price, volume, payup)
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elif legVolume < 0:
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price = leg.bidPrice
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if leg.longPos > 0:
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orderList = self.algoEngine.sell(vtSymbol, price, volume, payup)
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else:
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orderList = self.algoEngine.short(vtSymbol, price, volume, payup)
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# 保存到字典中
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if vtSymbol not in self.legOrderDict:
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self.legOrderDict[vtSymbol] = orderList
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else:
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self.legOrderDict[vtSymbol].extend(orderList)
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#----------------------------------------------------------------------
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def quoteActiveLeg(self, direction):
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"""发出主动腿"""
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spread = self.spread
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if direction == DIRECTION_LONG:
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spreadVolume = min(spread.askVolume,
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self.maxPosSize - spread.netPos,
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self.maxOrderSize)
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else:
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spreadVolume = min(spread.bidVolume,
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self.maxPosSize + spread.netPos,
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self.maxOrderSize)
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if spreadVolume <= 0:
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return
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leg = self.legDict[self.activeVtSymbol]
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legVolume = spreadVolume * leg.ratio
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self.sendLegOrder(leg, legVolume)
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#----------------------------------------------------------------------
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def hedgePassiveLeg(self, vtSymbol):
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"""被动腿对冲"""
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if vtSymbol not in self.hedgingTaskDict:
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return
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legVolume = self.hedgingTaskDict[vtSymbol]
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leg = self.legDict[vtSymbol]
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self.sendLegOrder(leg, legVolume)
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#----------------------------------------------------------------------
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def hedgeAllPassiveLegs(self):
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"""执行所有被动腿对冲"""
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for vtSymbol in self.hedgingTaskDict.keys():
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self.hedgePassiveLeg(vtSymbol)
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#----------------------------------------------------------------------
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def newActiveLegTrade(self, trade):
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"""新的主动腿成交"""
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spread = self.spread
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# 计算主动腿成交后,对应的价差仓位
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activeRatio = spread.activeLeg.ratio
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spreadVolume = round(trade.volume / activeRatio) # 四舍五入求主动腿成交量对应的价差份数
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# 计算价差新仓位,对应的被动腿需要对冲部分
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for leg in self.spread.passiveLegs:
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newHedgingTask = leg.ratio * spreadVolume
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if leg.vtSymbol not in self.hedgingTaskDict:
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self.hedgingTaskDict[leg.vtSymbol] = newHedgingTask
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else:
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self.hedgingTaskDict[leg.vtSymbol] += newHedgingTask
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#----------------------------------------------------------------------
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def newPassiveLegTrade(self, trade):
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"""新的被动腿成交"""
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if trade.vtSymbol in self.hedgingTaskDict:
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# 计算完成的对冲数量
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if trade.direction == DIRECTION_LONG:
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hedgedVolume = trade.volume
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else:
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hedgedVolume = -trade.volume
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# 计算剩余尚未完成的数量
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self.hedgingTaskDict[trade.vtSymbol] -= hedgedVolume
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# 如果已全部完成,则从字典中移除
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if not self.hedgingTaskDict[trade.vtSymbol]:
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del self.hedgingTaskDict[trade.vtSymbol]
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#----------------------------------------------------------------------
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def cancelLegOrder(self, vtSymbol):
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"""撤销某条腿的委托"""
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if vtSymbol not in self.legOrderDict:
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return
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orderList = self.legOrderDict[vtSymbol]
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for vtOrderID in orderList:
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self.algoEngine.cancelOrder(vtOrderID)
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#----------------------------------------------------------------------
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def cancelAllOrders(self):
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"""撤销全部委托"""
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for orderList in self.legOrderDict.values():
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for vtOrderID in orderList:
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self.algoEngine.cancelOrder(vtOrderID)
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#----------------------------------------------------------------------
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def cancelAllPassiveLegOrders(self):
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"""撤销全部被动腿委托"""
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for vtSymbol in self.passiveVtSymbols:
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self.cancelLegOrder(vtSymbol)
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@ -6,8 +6,10 @@ from copy import copy
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from vnpy.event import Event
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from vnpy.trader.vtFunction import getJsonPath
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from vnpy.trader.vtEvent import EVENT_TICK, EVENT_TRADE, EVENT_POSITION
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from vnpy.trader.vtObject import VtSubscribeReq, VtLogData
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from vnpy.trader.vtEvent import (EVENT_TICK, EVENT_TRADE, EVENT_POSITION,
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EVENT_TIMER, EVENT_ORDER)
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from vnpy.trader.vtObject import (VtSubscribeReq, VtOrderReq,
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VtCancelOrderReq, VtLogData)
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from vnpy.trader.vtConstant import (DIRECTION_LONG, DIRECTION_SHORT,
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OFFSET_OPEN, OFFSET_CLOSE)
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@ -16,8 +18,8 @@ from .stBase import (StLeg, StSpread, EVENT_SPREADTRADING_TICK,
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########################################################################
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class StEngine(object):
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""""""
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class StDataEngine(object):
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"""价差数据计算引擎"""
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settingFileName = 'ST_setting.json'
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settingFilePath = getJsonPath(settingFileName, __file__)
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@ -143,15 +145,13 @@ class StEngine(object):
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spread = self.vtSymbolSpreadDict[tick.vtSymbol]
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spread.calculatePrice()
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# 推送价差行情更新
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newSpread = copy(spread)
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# 推送价差行情更新
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event1 = Event(EVENT_SPREADTRADING_TICK+spread.name)
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event1.dict_['data'] = newSpread
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event1.dict_['data'] = spread
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self.eventEngine.put(event1)
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event2 = Event(EVENT_SPREADTRADING_TICK)
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event2.dict_['data'] = newSpread
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event2.dict_['data'] = spread
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self.eventEngine.put(event2)
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#----------------------------------------------------------------------
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@ -184,18 +184,16 @@ class StEngine(object):
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spread.calculatePos()
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# 推送价差持仓更新
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newSpread = copy(spread)
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event1 = Event(EVENT_SPREADTRADING_POS+spread.name)
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event1.dict_['data'] = newSpread
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event1.dict_['data'] = spread
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self.eventEngine.put(event1)
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event2 = Event(EVENT_SPREADTRADING_POS)
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event2.dict_['data'] = newSpread
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event2.dict_['data'] = spread
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self.eventEngine.put(event2)
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#----------------------------------------------------------------------
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def processPositionEvent(self, event):
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def processPosEvent(self, event):
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"""处理持仓推送"""
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# 检查持仓是否需要处理
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pos = event.dict_['data']
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@ -217,14 +215,12 @@ class StEngine(object):
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spread.calculatePos()
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# 推送价差持仓更新
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newSpread = copy(spread)
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event1 = Event(EVENT_SPREADTRADING_POS+spread.name)
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event1.dict_['data'] = newSpread
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event1.dict_['data'] = spread
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self.eventEngine.put(event1)
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event2 = Event(EVENT_SPREADTRADING_POS)
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event2.dict_['data'] = newSpread
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event2.dict_['data'] = spread
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self.eventEngine.put(event2)
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#----------------------------------------------------------------------
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@ -232,7 +228,7 @@ class StEngine(object):
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""""""
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self.eventEngine.register(EVENT_TICK, self.processTickEvent)
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self.eventEngine.register(EVENT_TRADE, self.processTradeEvent)
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self.eventEngine.register(EVENT_POSITION, self.processPositionEvent)
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self.eventEngine.register(EVENT_POSITION, self.processPosEvent)
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#----------------------------------------------------------------------
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def subscribeMarketData(self, vtSymbol):
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@ -262,4 +258,155 @@ class StEngine(object):
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"""停止"""
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pass
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########################################################################
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class StAlgoEngine(object):
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"""价差算法交易引擎"""
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#----------------------------------------------------------------------
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def __init__(self, mainEngine, eventEngine):
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"""Constructor"""
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self.mainEngine = mainEngine
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self.eventEngine = eventEngine
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self.algoDict = {} # spreadName:algo
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self.vtSymbolAlgoDict = {} # vtSymbol:algo
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self.registerEvent()
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#----------------------------------------------------------------------
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def registerEvent(self):
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"""注册事件监听"""
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self.eventEngine.register(EVENT_SPREADTRADING_TICK, self.processSpreadTickEvent)
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self.eventEngine.register(EVENT_SPREADTRADING_POS, self.processSpreadPosEvent)
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self.eventEngine.register(EVENT_TRADE, self.processTradeEvent)
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self.eventEngine.register(EVENT_ORDER, self.processOrderEvent)
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self.eventEngine.register(EVENT_TIMER, self.processTimerEvent)
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#----------------------------------------------------------------------
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def processSpreadTickEvent(self, event):
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"""处理价差行情事件"""
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spread = event.dict_['data']
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algo = self.algoDict.get(spread.name, None)
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if algo:
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algo.updateSpreadTick(spread)
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#----------------------------------------------------------------------
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def processSpreadPosEvent(self, event):
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"""处理价差持仓事件"""
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spread = event.dict_['data']
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algo = self.algoDict.get(spread.name, None)
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if algo:
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||||
algo.updateSpreadPos(spread)
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def processTradeEvent(self, event):
|
||||
"""处理成交事件"""
|
||||
trade = event.dict_['data']
|
||||
|
||||
algo = self.algoDict.get(trade.vtSymbol, None)
|
||||
if algo:
|
||||
algo.updateTrade(trade)
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def processOrderEvent(self, event):
|
||||
"""处理委托事件"""
|
||||
order = event.dict_['data']
|
||||
|
||||
algo = self.algoDict.get(order.vtSymbol, None)
|
||||
if algo:
|
||||
algo.updateOrder(order)
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def processTimerEvent(self, event):
|
||||
""""""
|
||||
for algo in self.algoDict.values():
|
||||
algo.updateTimer()
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def sendOrder(self, vtSymbol, direction, offset, price, volume, payup=0):
|
||||
"""发单"""
|
||||
contract = self.mainEngine.getContract(vtSymbol)
|
||||
if not contract:
|
||||
return ''
|
||||
|
||||
req = VtOrderReq()
|
||||
req.symbol = contract.symbol
|
||||
req.exchange = contract.exchange
|
||||
req.direction = direction
|
||||
req.offset = offset
|
||||
req.volume = volume
|
||||
|
||||
if direction == DIRECTION_LONG:
|
||||
req.price = price + payup * contract.priceTick
|
||||
else:
|
||||
req.price = price - payup * contract.priceTick
|
||||
|
||||
vtOrderID = self.mainEngine.sendOrder(req, contract.gatewayName)
|
||||
return vtOrderID
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def cancelOrder(self, vtOrderID):
|
||||
"""撤单"""
|
||||
order = self.mainEngine.getOrder(vtOrderID)
|
||||
if not order:
|
||||
return
|
||||
|
||||
req = VtCancelOrderReq()
|
||||
req.symbol = order.symbol
|
||||
req.exchange = order.exchange
|
||||
req.frontID = order.frontID
|
||||
req.sessionID = order.sessionID
|
||||
req.orderID = order.orderID
|
||||
|
||||
self.mainEngine.cancelOrder(req, order.gatewayName)
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def buy(self, vtSymbol, price, volume, payup=0):
|
||||
"""买入"""
|
||||
vtOrderID = self.sendOrder(vtSymbol, DIRECTION_LONG, OFFSET_OPEN, price, volume, payup)
|
||||
return [vtOrderID]
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def sell(self, vtSymbol, price, volume, payup=0):
|
||||
"""卖出"""
|
||||
vtOrderID = self.sendOrder(vtSymbol, DIRECTION_SHORT, OFFSET_CLOSE, price, volume, payup)
|
||||
return [vtOrderID]
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def short(self, vtSymbol, price, volume, payup=0):
|
||||
"""卖空"""
|
||||
vtOrderID = self.sendOrder(vtSymbol, DIRECTION_SHORT, OFFSET_OPEN, price, volume, payup)
|
||||
return [vtOrderID]
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def cover(self, vtSymbol, price, volume, payup=0):
|
||||
"""平空"""
|
||||
vtOrderID = self.sendOrder(vtSymbol, DIRECTION_LONG, OFFSET_CLOSE, price, volume, payup)
|
||||
return [vtOrderID]
|
||||
|
||||
|
||||
########################################################################
|
||||
class StEngine(object):
|
||||
"""价差引擎"""
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def __init__(self, mainEngine, eventEngine):
|
||||
"""Constructor"""
|
||||
self.mainEngine = mainEngine
|
||||
self.eventEngine = eventEngine
|
||||
|
||||
self.dataEngine = StDataEngine(mainEngine, eventEngine)
|
||||
self.algoEngine = StAlgoEngine(mainEngine, eventEngine)
|
||||
|
||||
#----------------------------------------------------------------------
|
||||
def loadSetting(self):
|
||||
""""""
|
||||
self.dataEngine.loadSetting()
|
||||
|
||||
|
||||
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user