| Overall Statistics |
|
Total Trades 15 Average Win 0.05% Average Loss -0.02% Compounding Annual Return -10.483% Drawdown 22.300% Expectancy 0.429 Net Profit -3.681% Sharpe Ratio 0.043 Loss Rate 57% Win Rate 43% Profit-Loss Ratio 2.33 Alpha 0.18 Beta -8.513 Annual Standard Deviation 0.503 Annual Variance 0.253 Information Ratio 0.006 Tracking Error 0.503 Treynor Ratio -0.003 Total Fees $2.75 |
using System.Drawing;
using System.Threading;
using System.Threading.Tasks;
// Bear Call Spread - sell 1 Call above the underlying price
// then buy 1 Call higher to protect ourselves if market goes against us
namespace QuantConnect
{
public partial class BearCallSpread : QCAlgorithm
{
string iSymbol = "MSFT";
DateTime iTime;
public override void Initialize()
{
SetCash(10000);
SetStartDate(2018, 1, 1);
SetEndDate(DateTime.Now.Date);
SetBrokerageModel(BrokerageName.InteractiveBrokersBrokerage);
AddEquity(iSymbol, Resolution.Minute);
}
public void OnData(TradeBars data)
{
if (IsMarketOpen(iSymbol) == false)
{
return;
}
if (IsNewBar(TimeSpan.FromHours(1)) == false)
{
return;
}
var price = Securities[iSymbol].Price;
// If options were exercised and we were assigned to buy shares, sell them immediately
if (Portfolio[iSymbol].Invested)
{
MarketOrder(iSymbol, -100);
}
if (Portfolio.Invested == false)
{
var contracts = OptionChainProvider.GetOptionContractList(iSymbol, Time);
// Choose all contracts within a month and strike price $1 to $5 from current underlying price
var atmCalls =
from c in contracts
where c.ID.OptionRight == OptionRight.Call
where c.ID.StrikePrice - price < 3 && c.ID.StrikePrice - price > 1
where (c.ID.Date - Time).TotalDays < 35 && (c.ID.Date - Time).TotalDays > 0
select c;
// Choose all contracts within a month and strike price $1 to $5 from current underlying price
var otmCalls =
from c in contracts
where c.ID.OptionRight == OptionRight.Call
where c.ID.StrikePrice - price < 7 && c.ID.StrikePrice - price > 5
where (c.ID.Date - Time).TotalDays < 35 && (c.ID.Date - Time).TotalDays > 0
select c;
// Take ATM options with the MIN expiration date and MAX distance from underlying price
var contractAtmCall = atmCalls
.OrderBy(o => o.ID.Date)
.ThenByDescending(o => o.ID.StrikePrice - price)
.FirstOrDefault();
// Take OTM options with the MIN expiration date and MAX distance from underlying price
var contractOtmCall = otmCalls
.OrderBy(o => o.ID.Date)
.ThenByDescending(o => o.ID.StrikePrice - price)
.FirstOrDefault();
// If we found such options - open trade
if (contractAtmCall != null && contractOtmCall != null)
{
AddOptionContract(contractAtmCall, Resolution.Minute);
AddOptionContract(contractOtmCall, Resolution.Minute);
MarketOrder(contractAtmCall, -1);
MarketOrder(contractOtmCall, 1);
}
}
}
public bool IsNewBar(TimeSpan interval, int points = 1)
{
var date = Securities[iSymbol].LocalTime;
if ((date - iTime).TotalSeconds > interval.TotalSeconds * points)
{
iTime = new DateTime(date.Ticks - date.Ticks % interval.Ticks, date.Kind);
return true;
}
return false;
}
}
}