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ExpertAdvisor.py
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202 lines (179 loc) · 11.3 KB
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class ExpertAdvisor:
def __init__(self,dict_args,logger,mt5):
self.dict_args = dict()
self.dict_args = dict_args
self.logger = logger
self.mt5 = mt5
def runAdvisor(self):
return
def prepareAdvisor(self):
return
class HedgedPairAdvisor(ExpertAdvisor):
def __init__(self,dict_args,logger,mt5):
super().__init__(dict_args,logger,mt5)
#buying pair
self.buyPair = self.dict_args['buyingPair']
#middle pair
self.middlePair = self.dict_args['middlePair']
self.middlePositionType = self.dict_args['middlePosition']
#selling pair
self.sellPair = self.dict_args['sellingPair']
self.timeFrame = self.dict_args['timeFrame']
self.lotSize = self.dict_args['lotSize']
self.profitMargin = self.dict_args['profitMargin']
self.lossMargin = self.dict_args['lossMargin']
self.spreadMargin = self.dict_args['spreadMargin']
self.initSelf = True
##
self.lastCloseBuyingPair = 0.0
self.lastCloseMiddlePair = 0.0
self.lastCloseSellingPair = 0.0
##
self.instProfit = 0.0
self.cumulativeProfit = 0.0
self.openNewPosition = False
self.closeOpenPositions = False
##
self.openPositionBuying = None
self.openPositionMiddle = None
self.openPositionSelling = None
##
self.closePositionBuying = None
self.closePositionMiddle = None
self.closePositionSelling = None
##
self.lastInstProfitBuying = 0.0
self.lastInstProfitMiddle = 0.0
self.lastInstProfitSelling = 0.0
##
self.openPositionBuyingOrderNumber = 0
self.openPositionMiddleOrderNumber = 0
self.openPositionSellingOrderNumber = 0
def prepareAdvisor(self):
return
def getAdvisorProfit(self):
return self.cumulativeProfit
def runAdvisor(self):
#get bars of currency pairs
barBuyingPair = self.buyPair.getBar(self.timeFrame)
barMiddlePair = self.middlePair.getBar(self.timeFrame)
barSellingPair = self.sellPair.getBar(self.timeFrame)
#get closing prices
closeBuyingPair = barBuyingPair['close'].to_list()[0]
closeMiddlePair = barMiddlePair['close'].to_list()[0]
closeSellingPair = barSellingPair['close'].to_list()[0]
#run only onetime
if self.initSelf:
self.initSelf = False
self.lastCloseBuyingPair = closeBuyingPair
self.lastCloseMiddlePair = closeMiddlePair
self.lastCloseSellingPair = closeSellingPair
#calculate PIP
pipBuyingPair = closeBuyingPair - self.lastCloseBuyingPair
pipMiddlePair = closeMiddlePair - self.lastCloseMiddlePair
pipSellingPair = closeSellingPair - self.lastCloseSellingPair
#inst Profit
instProfitBuyingPair = self.buyPair.getProfitOnOpenPosition()
instProfitMiddlePair = self.middlePair.getProfitOnOpenPosition()
instProfitSellingPair = self.sellPair.getProfitOnOpenPosition()
#instProfit calc
self.instProfit = instProfitSellingPair + instProfitBuyingPair + instProfitMiddlePair
self.lastInstProfitBuying = instProfitBuyingPair
self.lastInstProfitMiddle = instProfitMiddlePair
self.lastInstProfitSelling = instProfitSellingPair
self.logger.info("Pair:{},Order:{},Open:{},Close:{},PipChange:{},ProfitInst:{},ProfitCombined:{},ProfitCumm:{}".format(self.buyPair.getSymbol(), self.openPositionBuyingOrderNumber,barBuyingPair['open'].to_list()[0],barBuyingPair['close'].to_list()[0],pipBuyingPair,instProfitBuyingPair,self.instProfit,self.cumulativeProfit))
self.logger.info("Pair:{},Order:{},Open:{},Close:{},PipChange:{},ProfitInst:{},ProfitCombined:{},ProfitCumm:{}".format(self.middlePair.getSymbol(), self.openPositionMiddleOrderNumber,barMiddlePair['open'].to_list()[0],barMiddlePair['close'].to_list()[0],pipMiddlePair,instProfitMiddlePair,self.instProfit,self.cumulativeProfit))
self.logger.info("Pair:{},Order:{},Open:{},Close:{},PipChange:{},ProfitInst:{},ProfitCombined:{},ProfitCumm:{}".format(self.sellPair.getSymbol(), self.openPositionSellingOrderNumber,barSellingPair['open'].to_list()[0],barSellingPair['close'].to_list()[0],pipSellingPair,instProfitSellingPair,self.instProfit,self.cumulativeProfit))
#set bool to open Position
if self.openPositionBuying is None and self.openPositionSelling is None:
#if (self.instProfit >= 0.0):
self.openNewPosition = True
#Open position
if self.openNewPosition:
#Try to open position
self.openPositionBuyingOrderNumber = 0
self.openPositionMiddleOrderNumber = 0
self.openPositionSellingOrderNumber = 0
self.openNewPosition = False
#close any open position
if self.sellPair.closeAllOpenPositions() and self.middlePair.closeAllOpenPositions() and self.buyPair.closeAllOpenPositions():
self.logger.warning("No position are open. Opening new Position")
else:
self.logger.error("Cannot close already open positions! wait till next cycle.")
return
#check Spread
totalSpread = self.sellPair.getSpread() + self.middlePair.getSpread() + self.buyPair.getSpread()
if (totalSpread) < self.spreadMargin:
self.logger.error("Spread{}:{},Spread{}:{},Spread{}:{},totalSpread:{},Threshold:{}".format(self.sellPair.getSymbol(),self.sellPair.getSpread(),self.middlePair.getSymbol(),self.middlePair.getSpread(),self.buyPair.getSymbol(),self.buyPair.getSpread(),totalSpread,self.spreadMargin))
return
self.logger.warning("Opening{} with spread:{},totalSpread:{},Threshold:{}".format(self.sellPair.getSymbol(),self.sellPair.getSpread(),totalSpread,self.spreadMargin))
self.logger.warning("Opening{} with spread:{},totalSpread:{},Threshold:{}".format(self.middlePair.getSymbol(),self.middlePair.getSpread(),totalSpread,self.spreadMargin))
self.logger.warning("Opening{} with spread:{},totalSpread:{},Threshold:{}".format(self.buyPair.getSymbol(),self.buyPair.getSpread(),totalSpread,self.spreadMargin))
#opening position
self.openPositionBuying = self.buyPair.positionOpen(self.lotSize,self.mt5.ORDER_TYPE_BUY)
if self.middlePositionType.lower() == 'buying':
self.openPositionMiddle = self.middlePair.positionOpen(self.lotSize,self.mt5.ORDER_TYPE_BUY)
else:
self.openPositionMiddle = self.middlePair.positionOpen(self.lotSize,self.mt5.ORDER_TYPE_SELL)
self.openPositionSelling = self.sellPair.positionOpen(self.lotSize,self.mt5.ORDER_TYPE_SELL)
if self.openPositionBuying is None or self.openPositionMiddle is None or self.openPositionSelling is None:
self.logger.error('Transaction not successfull! wait till next.')
self.openPositionBuying = None
self.openPositionMiddle = None
self.openPositionSelling = None
return
if (self.openPositionBuying.retcode != self.mt5.TRADE_RETCODE_DONE) or (self.openPositionMiddle.retcode != self.mt5.TRADE_RETCODE_DONE) or (self.openPositionSelling.retcode != self.mt5.TRADE_RETCODE_DONE):
self.logger.error("openPositionBuying exit with Ret code {} and comment {}".format(self.openPositionBuying.retcode,self.openPositionBuying.comment))
self.logger.error("openPositionMiddle exit with Ret code {} and comment {}".format(self.openPositionMiddle.retcode,self.openPositionMiddle.comment))
self.logger.error("openPositionSelling exit with Ret code {} and comment {}".format(self.openPositionSelling.retcode,self.openPositionSelling.comment))
self.openPositionBuying = None
self.openPositionMiddle = None
self.openPositionSelling = None
return
self.openPositionBuyingOrderNumber = self.openPositionBuying.order
self.openPositionMiddleOrderNumber = self.openPositionMiddle.order
self.openPositionSellingOrderNumber = self.openPositionSelling.order
self.logger.warning("POSITION OPEN!")
#set bool to close position if profit goes out of margin
if (self.instProfit > self.profitMargin) or (self.instProfit < self.lossMargin):
self.closeOpenPositions = True
#Close position
if self.closeOpenPositions:
self.closeOpenPositions = False
if (self.openPositionBuying is None) or (self.openPositionMiddle is None) or (self.openPositionSelling is None):
self.logger.error('No position Available to close')
return
#close Positions individual pairs
self.closePositionBuying = self.buyPair.positionClose(self.lotSize,self.mt5.ORDER_TYPE_SELL,self.openPositionBuying.order)
if self.middlePositionType.lower() == 'buying':
self.closePositionMiddle = self.middlePair.positionClose(self.lotSize,self.mt5.ORDER_TYPE_SELL,self.openPositionMiddle.order)
else:
self.closePositionMiddle = self.middlePair.positionClose(self.lotSize,self.mt5.ORDER_TYPE_BUY,self.openPositionMiddle.order)
self.closePositionSelling = self.sellPair.positionClose(self.lotSize,self.mt5.ORDER_TYPE_BUY,self.openPositionSelling.order)
self.openPositionBuying = None
self.openPositionMiddle = None
self.openPositionSelling = None
if self.closePositionBuying is None or self.closePositionMiddle is None or self.closePositionSelling is None:
self.logger.error('Position Closing not successfull! wait till next.')
return
if (self.closePositionBuying.retcode != self.mt5.TRADE_RETCODE_DONE) or (self.closePositionMiddle.retcode != self.mt5.TRADE_RETCODE_DONE) or (self.closePositionSelling.retcode != self.mt5.TRADE_RETCODE_DONE):
self.logger.error("closePositionBuying exit with Ret code {} and comment {}".format(self.closePositionBuying.retcode,self.closePositionBuying.comment))
self.logger.error("closePositionMiddle exit with Ret code {} and comment {}".format(self.closePositionMiddle.retcode,self.closePositionMiddle.comment))
self.logger.error("closePositionSelling exit with Ret code {} and comment {}".format(self.closePositionSelling.retcode,self.closePositionSelling.comment))
self.openNewPosition = True
return
self.cumulativeProfit += self.lastInstProfitBuying + self.lastInstProfitMiddle + self.lastInstProfitSelling
self.closePositionBuying = None
self.closePositionMiddle = None
self.closePositionSelling = None
self.logger.warning("POSITION CLOSE! at CummulativeProfit: {}".format(self.cumulativeProfit))
#set variable for previous cycle
self.lastCloseBuyingPair = closeBuyingPair
self.lastCloseMiddlePair = closeMiddlePair
self.lastCloseSellingPair = closeSellingPair
def getSellPair(self):
return self.sellPair
def getBuyPair(self):
return self.buyPair
def getMiddlePair(self):
return self.middlePair