# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. # Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from clr import AddReference AddReference("System.Core") AddReference("System.Collections") AddReference("QuantConnect.Algorithm") AddReference("QuantConnect.Common") from System import * from System.Linq import * from QuantConnect import * from QuantConnect.Algorithm import * from QuantConnect.Data import * from QuantConnect.Orders import * from QuantConnect.Securities import * from QuantConnect.Util import * import decimal as d from math import copysign from datetime import datetime class UpdateOrderRegressionAlgorithm(QCAlgorithm): '''Basic template algorithm simply initializes the date range and cash''' def Initialize(self): '''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.''' self.SetStartDate(2013,01,01) #Set Start Date self.SetEndDate(2015,01,01) #Set End Date self.SetCash(100000) #Set Strategy Cash # Find more symbols here: http://quantconnect.com/data self.__Security = self.AddEquity("SPY", Resolution.Daily) self.__Symbol = self.__Security.Symbol; self.__LastMonth = -1 self.__Quantity = 100 self.__DeltaQuantity = 10 self.__StopPercentage = 0.025 self.__StopPercentageDelta = 0.005 self.__LimitPercentage = 0.025 self.__LimitPercentageDelta = 0.005 OrderTypeEnum = [OrderType.Market, OrderType.Limit, OrderType.StopMarket, OrderType.StopLimit, OrderType.MarketOnOpen, OrderType.MarketOnClose] self.__orderTypesQueue = CircularQueue[OrderType](OrderTypeEnum) self.__orderTypesQueue.CircleCompleted += self.onCircleCompleted self.__tickets = [] def onCircleCompleted(self, sender, event): '''Flip our signs when we've gone through all the order types''' self.__Quantity *= -1 def OnData(self, data): '''OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.''' if not data.ContainsKey(self.__Symbol): return if self.Time.month != self.__LastMonth: # we'll submit the next type of order from the queue orderType = self.__orderTypesQueue.Dequeue(); #Log(""); self.Log("\r\n--------------MONTH: {0}:: {1}\r\n".format(self.Time.strftime("%B"), orderType)) #Log("") self.__LastMonth = self.Time.month self.Log("ORDER TYPE:: {0}".format(orderType)) isLong = self.__Quantity > 0 stopPrice = d.Decimal(1 + self.__StopPercentage)*data[self.__Symbol].High if isLong else d.Decimal(1 - self.__StopPercentage)*data[self.__Symbol].Low limitPrice = d.Decimal(1 - self.__LimitPercentage)*stopPrice if isLong else d.Decimal(1 + self.__LimitPercentage)*stopPrice if orderType == OrderType.Limit: limitPrice = d.Decimal(1 + self.__LimitPercentage)*data[self.__Symbol].High if not isLong else d.Decimal(1 - self.__LimitPercentage)*data[self.__Symbol].Low request = SubmitOrderRequest(orderType, self.__Symbol.SecurityType, self.__Symbol, self.__Quantity, stopPrice, limitPrice, self.Time, str(orderType)) ticket = self.Transactions.AddOrder(request) self.__tickets.append(ticket) elif len(self.__tickets) > 0: ticket = self.__tickets[-1] if self.Time.day > 8 and self.Time.day < 14: if ticket.UpdateRequests.Count == 0 and ticket.Status is not OrderStatus.Filled: self.Log("TICKET:: {0}".format(ticket)) updateOrderFields = UpdateOrderFields() updateOrderFields.Quantity = ticket.Quantity + copysign(self.__DeltaQuantity, self.__Quantity) updateOrderFields.Tag = "Change quantity: {0}".format(self.Time) ticket.Update(updateOrderFields) elif self.Time.day > 13 and self.Time.day < 20: if ticket.UpdateRequests.Count == 1 and ticket.Status is not OrderStatus.Filled: self.Log("TICKET:: {0}".format(ticket)) updateOrderFields = UpdateOrderFields() updateOrderFields.LimitPrice = self.__Security.Price*d.Decimal(1 - copysign(self.__LimitPercentageDelta, ticket.Quantity)) updateOrderFields.StopPrice = self.__Security.Price*d.Decimal(1 + copysign(self.__StopPercentageDelta, ticket.Quantity)) updateOrderFields.Tag = "Change prices: {0}".format(self.Time) ticket.Update(updateOrderFields) else: if ticket.UpdateRequests.Count == 2 and ticket.Status is not OrderStatus.Filled: self.Log("TICKET:: {0}".format(ticket)) ticket.Cancel("{0} and is still open!".format(self.Time)) self.Log("CANCELLED:: {0}".format(ticket.CancelRequest)) def OnOrderEvent(self, orderEvent): if orderEvent.Status == OrderStatus.Filled: self.Log("FILLED:: {0} FILL PRICE:: {1}".format(self.Transactions.GetOrderById(orderEvent.OrderId), orderEvent.FillPrice)) else: self.Log(orderEvent.ToString()) self.Log("TICKET:: {0}".format(self.__tickets[-1]))