/* * QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. * Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * */ using System; using System.Linq; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Orders; using QuantConnect.Securities; using QuantConnect.Securities.Option; namespace QuantConnect.Algorithm.CSharp { /// /// This example demonstrates how to create a multi asset class trading strategy. /// It is designed for test purposes and can be used with paper brokerage. All asset classes are not /// necessarily supported by some brokers. See our website for details. /// /// /// /// /// public class BasicTemplateMultiAssetAlgorithm : QCAlgorithm { // S&P 500 EMini futures private const string TickerSP500 = Futures.Indices.SP500EMini; public Symbol SymbolSP500 = QuantConnect.Symbol.Create(TickerSP500, SecurityType.Future, Market.USA); // Dow Jones ETF Options // Generally direct assignments like below are frowned upon as they skip the map files and may identify the wrong symbol. // e.g. OptionSymbol = QuantConnect.Symbol.Create(UnderlyingTicker, SecurityType.Option, Market.USA); private const string UnderlyingTicker = "DIA"; public readonly Symbol Underlying = QuantConnect.Symbol.Create(UnderlyingTicker, SecurityType.Equity, Market.USA); public readonly Symbol OptionSymbol = QuantConnect.Symbol.Create(UnderlyingTicker, SecurityType.Option, Market.USA); // Microsoft Equtiy private const string TickerMSFT = "MSFT"; private readonly Symbol SymbolMSFT = QuantConnect.Symbol.Create(TickerMSFT, SecurityType.Equity, Market.USA); // EUR/USD FX spot pair private const string TickerEURUSD = "EURUSD"; private Symbol SymbolEURUSD = QuantConnect.Symbol.Create(TickerEURUSD, SecurityType.Forex, Market.FXCM); private int barCount = 0; public override void Initialize() { SetStartDate(2016, 01, 28); SetEndDate(2016, 02, 29); SetCash(1000000); // setting futures var futureSP500 = AddFuture(TickerSP500, Resolution.Minute); // set our expiry filter for this futures chain futureSP500.SetFilter(TimeSpan.FromDays(10), TimeSpan.FromDays(182)); // setting up options var equity = AddEquity(UnderlyingTicker); var option = AddOption(UnderlyingTicker); equity.SetDataNormalizationMode(DataNormalizationMode.Raw); option.PriceModel = OptionPriceModels.BinomialCoxRossRubinstein(); // option.EnableGreekApproximation = true; // set our expiry filter for this option chain option.SetFilter(-2, +2, TimeSpan.Zero, TimeSpan.FromDays(180)); // setting up stock AddEquity(TickerMSFT); // setting up FX AddForex(TickerEURUSD); // specifying zero benchmark SetBenchmark(date => 0m); } /// /// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event /// /// The current slice of data keyed by symbol string public override void OnData(Slice slice) { barCount++; if (barCount % 20 == 0) { if (!Portfolio.Invested) { foreach (var chain in slice.FutureChains) { // find the front contract expiring no earlier than in 90 days var contract = ( from futuresContract in chain.Value.OrderBy(x => x.Expiry) where futuresContract.Expiry > Time.Date.AddDays(90) select futuresContract ).FirstOrDefault(); // if found, trade it if (contract != null) { MarketOrder(contract.Symbol, 1); } } OptionChain optionChain; if (slice.OptionChains.TryGetValue(OptionSymbol, out optionChain)) { // find a farthest ATM contract var contract = optionChain .OrderBy(x => Math.Abs(optionChain.Underlying.Price - x.Strike)) .ThenByDescending(x => x.Expiry) .FirstOrDefault(); // if found, trade it if (contract != null) { MarketOrder(contract.Symbol, 1); } } // trade MSFT MarketOrder(SymbolMSFT, 100); // trade FX pair MarketOrder(SymbolEURUSD, 100000); } else { Liquidate(); } } if (barCount % 20 == 1) { Log(String.Format("P/L:{0:0.00}, Fees:{1:0.00}, Profit:{2:0.00}, Eq:{3:0.00}, Holdings:{4:0.00}, Vol: {5:0.00}, Margin: {6:0.00}", Portfolio.TotalUnrealisedProfit, Portfolio.TotalFees, Portfolio.TotalProfit, Portfolio.TotalPortfolioValue, Portfolio.TotalHoldingsValue, Portfolio.TotalSaleVolume, Portfolio.TotalMarginUsed)); foreach (var holding in Securities.Values.OrderByDescending(x => x.Holdings.AbsoluteQuantity)) { Log(String.Format(" - {0}, Avg Prc:{1:0.00}, Qty:{2:0.00}, Mkt Prc:{3:0.00}, Mkt Val:{4:0.00}, Unreal P/L: {5:0.00}, Fees: {6:0.00}, Vol: {7:0.00}", holding.Symbol.Value, holding.Holdings.AveragePrice, holding.Holdings.Quantity, holding.Holdings.Price, holding.Holdings.HoldingsValue, holding.Holdings.UnrealizedProfit, holding.Holdings.TotalFees, holding.Holdings.TotalSaleVolume)); } } if (barCount % 20 == 2) { foreach (var chain in slice.OptionChains) { var underlying = Securities[chain.Key.Underlying]; foreach (var contract in chain.Value) { Log(String.Format(@"{0} {1},B={2} A={3} L={4} OI={5} σ={6:0.00} NPV={7:0.00} Δ={8:0.00} Γ={9:0.00} ν={10:0.00} ρ={11:0.00} Θ={12:0.00} IV={13:0.00}", Time.ToString(), contract.Symbol.Value, contract.BidPrice, contract.AskPrice, contract.LastPrice, contract.OpenInterest, underlying.VolatilityModel.Volatility, contract.TheoreticalPrice, contract.Greeks.Delta, contract.Greeks.Gamma, contract.Greeks.Vega, contract.Greeks.Rho, contract.Greeks.Theta / 365.0m, contract.ImpliedVolatility)); } } foreach (var chain in slice.FutureChains) { foreach (var contract in chain.Value) { Log(String.Format("{0}, {1}, B={2} A={3} L={4} OI={5}", contract.Symbol.Value, Time, contract.BidPrice, contract.AskPrice, contract.LastPrice, contract.OpenInterest)); } } } foreach (var kpv in slice.QuoteBars) { Console.WriteLine("---> QuoteBar: {0}, {1}, {2}", Time, kpv.Key.Value, kpv.Value.Close.ToString("0.0000")); } foreach (var kpv in slice.Bars) { Console.WriteLine("---> Bar: {0}, {1}, {2}", Time, kpv.Key.Value, kpv.Value.Close.ToString("0.0000")); } } /// /// Order fill event handler. On an order fill update the resulting information is passed to this method. /// /// Order event details containing details of the evemts /// This method can be called asynchronously and so should only be used by seasoned C# experts. Ensure you use proper locks on thread-unsafe objects public override void OnOrderEvent(OrderEvent orderEvent) { Log(orderEvent.ToString()); } } }