| Overall Statistics |
|
Total Trades 2 Average Win 0.22% Average Loss 0% Compounding Annual Return 463.865% Drawdown 0.200% Expectancy 0 Net Profit 0.475% Sharpe Ratio 11.225 Loss Rate 0% Win Rate 100% Profit-Loss Ratio 0 Alpha 1.197 Beta 0.339 Annual Standard Deviation 0.053 Annual Variance 0.003 Information Ratio 22.717 Tracking Error 0.104 Treynor Ratio 1.768 Total Fees $0.00 |
using System;
using System.Globalization;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Indicators.CandlestickPatterns;
namespace QuantConnect.Algorithm.CSharp
{
public class CandlestickClosingMarubozu5minESData : QCAlgorithm
{
private string _symbol = "ES";
private ClosingMarubozu _pattern4 = new ClosingMarubozu();
/// <summary>
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must be initialized.
/// </summary>
public override void Initialize()
{
SetStartDate(2016, 01, 04); //Set Start Date
SetEndDate(2016, 01, 04); //Set End Date
SetCash(100000); //Set Strategy Cash
AddData<CloseMaribo>(_symbol);
_pattern4 = CandlestickPatterns.ClosingMarubozu(_symbol);
}
/// <summary>
/// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.
/// </summary>
public void OnData(CloseMaribo data)
{
if (data.Time.TimeOfDay < new TimeSpan(9, 35, 00) ||
data.Time.TimeOfDay > new TimeSpan(12, 00, 00))
{
return;
}
else
{
if (_pattern4 == 1)
{
// Bullish ClosingMarubozu, go long
Debug(Time + " -> found Bullish ClosingMarubozu");
SetHoldings(_symbol, 1);
}
else if (_pattern4 == -1)
{
// Bearish ClosingMarubozu, go short
Debug(Time + " -> found Bearish ClosingMarubozu");
SetHoldings(_symbol, -1);
}
}
}
}
public class CloseMaribo : TradeBar
{
public new TimeSpan Period
{
get { return TimeSpan.FromMinutes(5); }
}
/// <summary>
/// Return the URL external source for the data: QuantConnect will download it an read it line by line automatically:
/// </summary>
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode)
{
return new SubscriptionDataSource("https://www.dropbox.com/s/nybrjl87y877flp/ES%202016-01-04%20-%202016-12-19%20-%20EST.csv?dl=1", SubscriptionTransportMedium.RemoteFile);
}
/// <summary>
/// Convert each line of the file above into an object.
/// </summary>
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode)
{
CloseMaribo cmBar = new CloseMaribo();
try
{
var data = line.Split(',');
//Required.
cmBar.Symbol = "ES";
cmBar.Time = DateTime.ParseExact(data[0] + data[1], "yyyyMMddhhmmss", CultureInfo.InvariantCulture);
//User configured / optional data on each bar:
cmBar.Open = Convert.ToDecimal(data[2], CultureInfo.InvariantCulture);
cmBar.High = Convert.ToDecimal(data[3], CultureInfo.InvariantCulture);
cmBar.Low = Convert.ToDecimal(data[4], CultureInfo.InvariantCulture);
cmBar.Close = Convert.ToDecimal(data[5], CultureInfo.InvariantCulture);
cmBar.Volume = Convert.ToInt32(data[6], CultureInfo.InvariantCulture);
//This is the value the engine uses for portfolio calculations
cmBar.Value = cmBar.Close;
}
catch (Exception exception)
{
Console.WriteLine(exception.Message);
}
return cmBar;
}
}
}