| Overall Statistics |
|
Total Trades 6 Average Win 1.48% Average Loss -1.42% Compounding Annual Return -58.763% Drawdown 7.700% Expectancy -0.319 Net Profit -6.494% Sharpe Ratio -3.888 Probabilistic Sharpe Ratio 0.001% Loss Rate 67% Win Rate 33% Profit-Loss Ratio 1.04 Alpha -0.426 Beta -0.366 Annual Standard Deviation 0.119 Annual Variance 0.014 Information Ratio -3.871 Tracking Error 0.145 Treynor Ratio 1.261 Total Fees $3.00 Estimated Strategy Capacity $150000.00 Lowest Capacity Asset GOOCV 30IZW3EYO82UE|GOOCV VP83T1ZUHROL |
#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 BearPutSpreadStrategy : QCAlgorithm
{
private Symbol _equity;
private Symbol _symbol;
public override void Initialize()
{
SetStartDate(2017, 4, 1);
SetEndDate(2017, 4, 30);
SetCash(100000);
_equity = AddEquity("GOOG", Resolution.Minute).Symbol;
var option = AddOption("GOOG", Resolution.Minute);
_symbol = option.Symbol;
option.SetFilter(universe => universe.Strikes(-10, 10)
.Expiration(TimeSpan.FromDays(0), TimeSpan.FromDays(30)));
}
public override void OnData(Slice slice)
{
if (Portfolio.Invested) return;
// Get the OptionChain of the symbol
var chain = slice.OptionChains.get(_symbol, null);
if (chain == null || chain.Count() == 0) return;
// sorted the optionchain by expiration date and choose the furthest date
var expiry = chain.OrderByDescending(x => x.Expiry).First().Expiry;
// filter the put options from the contracts which expire on the furthest expiration date in the option chain.
var puts = chain.Where(x => x.Expiry == expiry && x.Right == OptionRight.Put);
if (puts.Count() == 0) return;
// sort the put options with the same expiration date according to their strike price.
var putStrikes = puts.Select(x => x.Strike).OrderBy(x => x);
// get at-the-money strike
var atmStrike = puts.OrderBy(x => Math.Abs(x.Strike - chain.Underlying.Price)).First().Strike;
// Get the distance between lowest strike price and ATM strike, and highest strike price and ATM strike.
// Get the lower value as the spread distance as equidistance is needed for both side.
var spread = Math.Min(Math.Abs(putStrikes.First() - atmStrike), Math.Abs(putStrikes.Last() - atmStrike));
// select the strike prices for forming the option legs
var itmStrike = atmStrike + spread;
var otmStrike = atmStrike - spread;
var optionStrategy = OptionStrategies.PutButterfly(_symbol, itmStrike, atmStrike, otmStrike, expiry);
// We open a position with 1 unit of the option strategy
Buy(optionStrategy, 1); // if long put butterfly
//Sell(optionStrategy, 1); // if short put butterfly
}
}
}