Overall Statistics |
Total Orders 8 Average Win 0% Average Loss -0.01% Compounding Annual Return -32.602% Drawdown 0.800% Expectancy -1 Start Equity 100000 End Equity 99281.93 Net Profit -0.718% Sharpe Ratio -10.591 Sortino Ratio -10.429 Probabilistic Sharpe Ratio 0.008% Loss Rate 100% Win Rate 0% Profit-Loss Ratio 0 Alpha -0.294 Beta 0.063 Annual Standard Deviation 0.03 Annual Variance 0.001 Information Ratio 0.122 Tracking Error 0.186 Treynor Ratio -4.99 Total Fees $2.40 Estimated Strategy Capacity $220000.00 Lowest Capacity Asset AAPL YL0TBVB83CP2|AAPL R735QTJ8XC9X Portfolio Turnover 0.42% |
#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.Algorithm.Selection; 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 QCAlgorithmFramework = QuantConnect.Algorithm.QCAlgorithm; using QCAlgorithmFrameworkBridge = QuantConnect.Algorithm.QCAlgorithm; #endregion namespace QuantConnect.Algorithm.CSharp { public class UglySkyBlueScorpion : QCAlgorithm { bool _isFutureAccountType = false; Symbol _equitySymbol; Symbol _optionContract; Symbol _futureContract; List<Symbol> _symbolsToTrade = new(); public override void Initialize() { SetStartDate(2024, 7, 20); SetCash(100000); SetBrokerageModel(BrokerageName.TradeStation); if (!_isFutureAccountType) { _equitySymbol = AddEquity("AAPL", fillForward: false).Symbol; var option = AddOption(_equitySymbol, fillForward: false); option.SetFilter(u => u.Strikes(0, +1).CallsOnly().Expiration(0, 30)); _symbolsToTrade.Add(_equitySymbol); } else { var future = AddFuture(Futures.Indices.SP500EMini, fillForward: false); future.SetFilter(TimeSpan.Zero, TimeSpan.FromDays(182)); } } int _testCase = 0; int _openOrdersTimeout; public override void OnData(Slice slice) { if (!SetFutureContract(slice)) { Debug($"{Time}: Waiting for future contract to be set..."); return; } if (!SetOptionContract(slice)) { Debug($"{Time}: Waiting for option contract to be set..."); return; } foreach (var symbol in _symbolsToTrade) { if (Securities[symbol].Price == 0) { Debug($"{Time}: Waiting for {symbol} to have price..."); return; } } // TRADE if (_testCase == 0) { if (Portfolio.Invested) { Debug($"{Time}: Liquidating so we start from scratch"); Liquidate(); return; } if (Transactions.GetOpenOrders().Count > 0) { Debug($"{Time}: Cancelling open orders so we start from scratch"); Transactions.CancelOpenOrders(); return; } Debug($"{Time}: Sending market orders"); foreach (var symbol in _symbolsToTrade) { MarketOrder(symbol, 1); } _testCase = 1; } else if (_testCase == 1) { Debug($"{Time}: Sending limit orders"); foreach (var symbol in _symbolsToTrade) { // bellow market price so triggers asap LimitOrder(symbol, -1, GetOrderPrice(symbol, aboveTheMarket: false)); } _testCase = 2; } else if (_testCase == 2) { if (Portfolio.Invested) { // should be filled Debug($"{Time}: Liquidating so we start from scratch"); Liquidate(); return; } Debug($"{Time}: Sending StopMarketOrder orders"); foreach (var symbol in _symbolsToTrade) { // Buy Stop order is always placed above the current market price StopMarketOrder(symbol, 1, GetOrderPrice(symbol, aboveTheMarket: true)); } _testCase = 3; } else if (_testCase == 3) { if (Transactions.GetOpenOrders().Count > 0) { if (_openOrdersTimeout++ > 3) { Debug($"{Time}: Tiemout waiting for orders to fill, cancelling"); Transactions.CancelOpenOrders(); return; } else { Debug($"{Time}: Has open orders, waiting..."); return; } } Debug($"{Time}: Sending StopLimitOrder orders"); foreach (var symbol in _symbolsToTrade) { var aboveTheMarket = GetOrderPrice(symbol, aboveTheMarket: false); StopLimitOrder(symbol, 1, aboveTheMarket, aboveTheMarket); } _testCase = 4; Debug($"{Time}: The END!"); } } // get a valid price above or below market, for options respect 0.05m increment private decimal GetOrderPrice(Symbol symbol, bool aboveTheMarket) { var assetPrice = Securities[symbol].Price; if (aboveTheMarket) { if (symbol.SecurityType.IsOption() && assetPrice >= 2.95m) { return (assetPrice + 0.05m).DiscretelyRoundBy(0.05m); } assetPrice = assetPrice + Math.Min(assetPrice * 0.001m, 0.25m); } else { if (symbol.SecurityType.IsOption() && assetPrice >= 2.95m) { return (assetPrice - 0.05m).DiscretelyRoundBy(0.05m); } assetPrice = assetPrice - Math.Min(assetPrice * 0.001m, 0.25m); } return assetPrice; } private bool SetFutureContract(Slice slice) { if (!_isFutureAccountType) { return true; } if (_futureContract == null) { foreach(var chain in slice.FutureChains.Values) { var contract = ( from futuresContract in chain.OrderBy(x => x.Expiry) where futuresContract.Expiry > Time.Date.AddDays(90) select futuresContract ).FirstOrDefault(); _futureContract = contract.Symbol; if (_futureContract != null) { _symbolsToTrade.Add(_futureContract); break; } } } return _futureContract != null; } private bool SetOptionContract(Slice slice) { if (_isFutureAccountType) { return true; } if (_optionContract == null) { foreach(var optionChain in slice.OptionChains.Values) { var atmContract = optionChain .OrderByDescending(x => x.Expiry) .ThenBy(x => Math.Abs(optionChain.Underlying.Price - x.Strike)) .ThenByDescending(x => x.Right) .FirstOrDefault(); _optionContract = atmContract.Symbol; if (_optionContract != null) { _symbolsToTrade.Add(_optionContract); break; } } } return _optionContract != null; } } }