| Overall Statistics |
|
Total Trades 4 Average Win 0% Average Loss -2.34% Compounding Annual Return 11.544% Drawdown 7.200% Expectancy -0.5 Net Profit 2.751% Sharpe Ratio 0.721 Probabilistic Sharpe Ratio 42.918% Loss Rate 50% Win Rate 50% Profit-Loss Ratio 0 Alpha -0.008 Beta 1.053 Annual Standard Deviation 0.12 Annual Variance 0.014 Information Ratio -0.037 Tracking Error 0.101 Treynor Ratio 0.082 Total Fees $2.00 Estimated Strategy Capacity $4000.00 Lowest Capacity Asset GOOCV VP83T1ZUHROL Portfolio Turnover 0.92% |
#region imports
using System;
using System.Collections;
using System.Collections.Generic;
using System.Linq;
using System.Globalization;
using System.Drawing;
using QuantConnect;
using QuantConnect.Algorithm.Framework;
using QuantConnect.Algorithm.Framework.Selection;
using QuantConnect.Algorithm.Framework.Alphas;
using QuantConnect.Algorithm.Framework.Portfolio;
using QuantConnect.Algorithm.Framework.Execution;
using QuantConnect.Algorithm.Framework.Risk;
using QuantConnect.Parameters;
using QuantConnect.Benchmarks;
using QuantConnect.Brokerages;
using QuantConnect.Util;
using QuantConnect.Interfaces;
using QuantConnect.Algorithm;
using QuantConnect.Indicators;
using QuantConnect.Data;
using QuantConnect.Data.Consolidators;
using QuantConnect.Data.Custom;
using QuantConnect.DataSource;
using QuantConnect.Data.Fundamental;
using QuantConnect.Data.Market;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Notifications;
using QuantConnect.Orders;
using QuantConnect.Orders.Fees;
using QuantConnect.Orders.Fills;
using QuantConnect.Orders.Slippage;
using QuantConnect.Scheduling;
using QuantConnect.Securities;
using QuantConnect.Securities.Equity;
using QuantConnect.Securities.Future;
using QuantConnect.Securities.Option;
using QuantConnect.Securities.Forex;
using QuantConnect.Securities.Crypto;
using QuantConnect.Securities.Interfaces;
using QuantConnect.Storage;
using QuantConnect.Data.Custom.AlphaStreams;
using QCAlgorithmFramework = QuantConnect.Algorithm.QCAlgorithm;
using QCAlgorithmFrameworkBridge = QuantConnect.Algorithm.QCAlgorithm;
#endregion
namespace QuantConnect.Algorithm.CSharp
{
public class LongStraddleAlgorithm : QCAlgorithm
{
private Symbol _symbol;
public override void Initialize()
{
SetStartDate(2017, 4, 1);
SetEndDate(2017, 6, 30);
SetCash(100000);
var option = AddOption("GOOG");
_symbol = option.Symbol;
option.SetFilter(-1, 1, 30, 60);
}
public override void OnData(Slice slice)
{
if (Portfolio.Invested ||
!slice.OptionChains.TryGetValue(_symbol, out var chain))
{
return;
}
// Find ATM options with the nearest expiry
var expiry = chain.Min(contract => contract.Expiry);
var contracts = chain.Where(contract => contract.Expiry == expiry)
.OrderBy(contract => Math.Abs(contract.Strike - chain.Underlying.Price))
.ToArray();
if (contracts.Length < 2) return;
var longStraddle = OptionStrategies.Straddle(_symbol, contracts[0].Strike, expiry);
Buy(longStraddle, 1);
}
}
}