Overall Statistics |
Total Trades 646 Average Win 1.65% Average Loss -0.61% Compounding Annual Return 2452.904% Drawdown 6.600% Expectancy 0.570 Net Profit 190.556% Sharpe Ratio 6.272 Loss Rate 58% Win Rate 42% Profit-Loss Ratio 2.73 Alpha 2.788 Beta -0.369 Annual Standard Deviation 0.441 Annual Variance 0.195 Information Ratio 5.605 Tracking Error 0.484 Treynor Ratio -7.491 Total Fees $2791.48 |
//Copyright Warren Harding 2016. //Granted to the public domain. //Use entirely at your own risk. //Custom algorithm development: warrencharding@yahoo.com. //Do not remove this copyright notice. using System; using System.Collections.Generic; using QuantConnect.Data.Market; using QuantConnect.Orders; using QuantConnect.Orders.Fees; using QuantConnect.Orders.Fills; using QuantConnect.Orders.Slippage; using QuantConnect.Securities; namespace QuantConnect { public class Algo3 : QCAlgorithm { int MompPeriod = 30; decimal momentumCutoff = -10; decimal ratioOfLastMinuteForMaxTrade =0.05m; TradeBars lastData = null; int quantity = 0; TradeBar lastBar = null; decimal minimumPurchase = 500m; Dictionary<string,MomentumPercent> moms=new Dictionary<string,MomentumPercent>(); public override void Initialize() { //Start and End Date range for the backtest: //SetStartDate(2015, 1, 1); //SetEndDate(DateTime.Now.Date.AddDays(-1)); SetStartDate(2016, 1, 1); SetEndDate(2016, 5, 1); SetCash(25000); //volatile etf's string tickersString="UVXY,XIV,NUGT,DUST,JNUG,JDUST,LABU,LABD,GUSH,DRIP,TVIX,GASL,GASX,DWTI,UWTI,DGAZ,UGAZ,UBIO,ZBIO,BRZU,RUSS,SCO,UCO,RUSL,ERY,ERX,BIOL,SVXY,VXX,SILJ,BIB,BIS,VIXY,SOXL,VIIX,SOXS,BZQ,USLV,SLVP,DSLV,GDXJ,GLDX"; //gold //string tickersString="NUGT,DUST,JNUG,JDUST"; //68 biggest companies ranked by market cap. //string tickersString="AAPL,GOOGL,GOOG,MSFT,XOM,BRK.A,BRK.B,FB,AMZN,JNJ,GE,WFC,T,NSRGY,CHL,JPM,RHHBY,PG,RDS.B,RDS.A,WMT,VZ,PFE,BUD,KO,BABA,CVX,TCEHY,SPY,NVS,V,DIS,HD,ORCL,TM,SSNLF,PM,MRK,BAC,PEP,CMCSA,NVO,INTC,IBM,CSCO,C,PTR,HSBC,UNH,MO,TSM,BMY,GILD,AMGN,TOT,SLB,RLNIY,MCD,MDT,CVS,MA,SNY,GSK,BTI,BP,LRLCY,MMM,IDEXY"; string[] tickers = tickersString.Split(new string[1] { "," }, StringSplitOptions.RemoveEmptyEntries); foreach (string ticker in tickers) { AddSecurity(SecurityType.Equity,ticker,Resolution.Minute); } foreach (Security s in Securities.Values) { s.FeeModel=new CustomFeeModel(); moms.Add(s.Symbol,MOMP(s.Symbol,MompPeriod)); } } public void OnData(TradeBars data) { decimal maxTrade; if (lastData != null) { foreach (TradeBar bar in data.Values) { if (Portfolio.Cash < minimumPurchase) { break; } if (!Portfolio[bar.Symbol].HoldStock) { if (lastData.ContainsKey(bar.Symbol)) { Debug("Before variables - Section 1"); Debug("Symbol" + bar.Symbol); Debug("Bar Close" + bar.Close.ToString()); Debug("Bar Volume" + bar.Volume.ToString()); Debug("Ratio" + ratioOfLastMinuteForMaxTrade.ToString()); Debug("Portfolio Cash" + Portfolio.Cash.ToString()); maxTrade = bar.Close * bar.Volume / ratioOfLastMinuteForMaxTrade; Debug("MaxTrade" + maxTrade.ToString()); quantity =(int)Math.Floor(Math.Min(Portfolio.Cash, maxTrade) / bar.Close); Debug("Quantity" + (Portfolio.Cash/bar.Close).ToString()); //quantity = (int)(Portfolio.Cash/bar.Close); lastBar = lastData[bar.Symbol]; Debug("Lastbar" + lastBar.ToString()); Debug("minimumPurchase" + minimumPurchase.ToString()); Debug("moms[bar.Symbol]" + moms[bar.Symbol].ToString()); Debug("momentumCutoff" + momentumCutoff.ToString()); Debug("lastBar.Close" + lastBar.Close.ToString()); //Why the code keep failing... if (quantity * bar.Close > minimumPurchase & quantity > 0) { Debug("Prior buying "); if (moms[bar.Symbol] < momentumCutoff & bar.Close>lastBar.Close) { Debug("Order Prior Execution - Symbol: " + bar.Symbol); Debug("Order Prior Execution - Qtt: " + quantity.ToString()); Order(bar.Symbol, quantity); } } Debug("After Buying"); } } } TradeBar bar2; foreach (SecurityHolding stock in Portfolio.Values) { if (Portfolio[stock.Symbol].Quantity > 0 & lastData.ContainsKey(stock.Symbol) & Portfolio.ContainsKey(stock.Symbol) & data.ContainsKey(stock.Symbol)) { Debug("Before variables - Section 2"); lastBar = lastData[stock.Symbol]; bar2 = data[stock.Symbol]; Debug("Bar2 Close" + bar2.Close.ToString()); Debug("LastBar Close" + lastBar.Close.ToString()); if (bar2.Close < lastBar.Close) { Order(stock.Symbol, -Portfolio[stock.Symbol].Quantity); } } } } lastData = data; } } public class CustomFeeModel : IFeeModel { public decimal GetOrderFee(Security security, Order order) { var fee = order.AbsoluteQuantity*0.01m; if (fee<5) { fee=5; } if (fee>10) { fee=10; } return fee/2m; } } }