Overall Statistics |
Total Trades 64 Average Win 0.18% Average Loss 0% Compounding Annual Return -0.984% Drawdown 7.600% Expectancy 0 Net Profit -2.366% Sharpe Ratio -0.098 Loss Rate 0% Win Rate 100% Profit-Loss Ratio 0 Alpha 0.027 Beta -0.404 Annual Standard Deviation 0.073 Annual Variance 0.005 Information Ratio -0.461 Tracking Error 0.2 Treynor Ratio 0.018 Total Fees $64.00 |
using System; using System.Collections.Generic; using System.Linq; using QuantConnect.Data; using QuantConnect.Orders; namespace QuantConnect.Algorithm.CSharp { /* * QuantConnect University: Full Basic Template: * * The underlying QCAlgorithm class is full of helper methods which enable you to use QuantConnect. * We have explained some of these here, but the full algorithm can be found at: * https://github.com/QuantConnect/QCAlgorithm/blob/master/QuantConnect.Algorithm/QCAlgorithm.cs */ public class BasicTemplateAlgorithm : QCAlgorithm { decimal alpha; decimal lastClose; private const string Symbol = "SPY"; private readonly List<OrderTicket> _openOrders = new List<OrderTicket>(); //Initialize the data and resolution you require for your strategy: public override void Initialize() { alpha = new Decimal(1.05); lastClose = new Decimal(1); //Start and End Date range for the backtest: SetStartDate(2014, 1, 1); SetEndDate(DateTime.Now.Date.AddDays(-1)); //Cash allocation SetCash(25000); //Add as many securities as you like. All the data will be passed into the event handler: AddSecurity(SecurityType.Equity, "SPY", Resolution.Hour); } private bool CheckPairOrdersForFills(OrderTicket longOrder, OrderTicket shortOrder) { if (longOrder.Status == OrderStatus.Filled) { Log(shortOrder.OrderType + ": Cancelling short order, long order is filled."); shortOrder.Cancel("Long filled."); return true; } if (shortOrder.Status == OrderStatus.Filled) { Log(longOrder.OrderType + ": Cancelling long order, short order is filled."); longOrder.Cancel("Short filled"); return true; } return false; } private bool TimeIs(int hour1, int hour2, int hour3) { return Time.Hour == hour1 || Time.Hour == hour2 || Time.Hour == hour3; } public void OnData(TradeBars data) { decimal close = data["SPY"].Close; decimal cash = Portfolio.Cash; int quantity = (int)Math.Floor(cash / (10*close)); if(TimeIs(10,13,15) && ((cash/10) < Portfolio.GetBuyingPower(Symbol, OrderDirection.Hold))){ if(!Portfolio.HoldStock){ OrderTicket longTicket = LimitOrder(Symbol, quantity, close*.99m); _openOrders.Add(longTicket); OrderTicket shortTicket = LimitOrder(Symbol, -quantity, close*1.01m); _openOrders.Add(shortTicket); if (_openOrders.Count == 2){ Debug("There are 2 open orders"); OrderTicket longOrder = _openOrders[0]; OrderTicket shortOrder = _openOrders[1]; if(CheckPairOrdersForFills(longOrder,shortOrder)){ //Check for Submitted Orders _openOrders.Clear(); return; } var newLongLimit = longOrder.Get(OrderField.LimitPrice) + 0.01m; var newShortLimit = shortOrder.Get(OrderField.LimitPrice) - 0.01m; Log("Updating limits - Long: " + newLongLimit.ToString("0.00") + " Short: " + newShortLimit.ToString("0.00")); longOrder.Update(new UpdateOrderFields { // we could change the quantity, but need to specify it //Quantity = LimitPrice = newLongLimit, Tag = "Update #" + (longOrder.UpdateRequests.Count + 1) }); shortOrder.Update(new UpdateOrderFields { LimitPrice = newShortLimit, Tag = "Update #" + (shortOrder.UpdateRequests.Count + 1) }); } } } } } }