/* * 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 { private int _barCount = 0; private Symbol _equitySymbol; private Symbol _forexSymbol; private Symbol _futureSymbol; private Symbol _optionSymbol; public override void Initialize() { SetStartDate(2016, 01, 28); SetEndDate(2016, 02, 29); SetCash(1000000); // setting up Microsoft Equity _equitySymbol = AddEquity("MSFT").Symbol; // setting up EUR/USD FX spot pair _forexSymbol = AddForex("EURUSD").Symbol; // setting up S&P 500 EMini futures var futureSP500 = AddFuture(Futures.Indices.SP500EMini); _futureSymbol = futureSP500.Symbol; // set our expiry filter for this futures chain // SetFilter method accepts TimeSpan objects or integer for days. // The following statements yield the same filtering criteria futureSP500.SetFilter(10, 182); // futureSP500.SetFilter(TimeSpan.FromDays(10), TimeSpan.FromDays(182)); // setting up Dow Jones ETF Options var option = AddOption("DIA"); _optionSymbol = option.Symbol; option.PriceModel = OptionPriceModels.BinomialCoxRossRubinstein(); // option.EnableGreekApproximation = true; // set our strike/expiry filter for this option chain // SetFilter method accepts TimeSpan objects or integer for days. // The following statements yield the same filtering criteria option.SetFilter(-2, +2, 0, 180); // option.SetFilter(-2, +2, TimeSpan.Zero, TimeSpan.FromDays(180)); // 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(_equitySymbol, 100); // trade FX pair MarketOrder(_forexSymbol, 100000); } else { Liquidate(); } } if (_barCount % 20 == 1) { Log($"P/L:{Portfolio.TotalUnrealisedProfit.ToStringInvariant("0.00")}, " + $"Fees:{Portfolio.TotalFees.ToStringInvariant("0.00")}, " + $"Profit:{Portfolio.TotalProfit.ToStringInvariant("0.00")}, " + $"Eq:{Portfolio.TotalPortfolioValue.ToStringInvariant("0.00")}, " + $"Holdings:{Portfolio.TotalHoldingsValue.ToStringInvariant("0.00")}, " + $"Vol: {Portfolio.TotalSaleVolume.ToStringInvariant("0.00")}, " + $"Margin: {Portfolio.TotalMarginUsed.ToStringInvariant("0.00")}" ); foreach (var holding in Securities.Values.OrderByDescending(x => x.Holdings.AbsoluteQuantity)) { Log($" - {holding.Symbol.Value}, " + $"Avg Prc:{holding.Holdings.AveragePrice.ToStringInvariant("0.00")}, " + $"Qty:{holding.Holdings.Quantity.ToStringInvariant("0.00")}, " + $"Mkt Prc:{holding.Holdings.Price.ToStringInvariant("0.00")}, " + $"Mkt Val:{holding.Holdings.HoldingsValue.ToStringInvariant("0.00")}, " + $"Unreal P/L: {holding.Holdings.UnrealizedProfit.ToStringInvariant("0.00")}, " + $"Fees: {holding.Holdings.TotalFees.ToStringInvariant("0.00")}, " + $"Vol: {holding.Holdings.TotalSaleVolume.ToStringInvariant("0.00")}" ); } } if (_barCount % 20 == 2) { foreach (var chain in slice.OptionChains) { var underlying = Securities[chain.Key.Underlying]; foreach (var contract in chain.Value) { Log($"{Time.ToStringInvariant()} {contract.Symbol.Value}," + $"B={contract.BidPrice.ToStringInvariant()} " + $"A={contract.AskPrice.ToStringInvariant()} " + $"L={contract.LastPrice.ToStringInvariant()} " + $"OI={contract.OpenInterest.ToStringInvariant()} " + $"σ={underlying.VolatilityModel.Volatility:0.00} " + $"NPV={contract.TheoreticalPrice.ToStringInvariant("0.00")} " + $"Δ={contract.Greeks.Delta.ToStringInvariant("0.00")} " + $"Γ={contract.Greeks.Gamma.ToStringInvariant("0.00")} " + $"ν={contract.Greeks.Vega.ToStringInvariant("0.00")} " + $"ρ={contract.Greeks.Rho.ToStringInvariant("0.00")} " + $"Θ={(contract.Greeks.Theta / 365.0m).ToStringInvariant("0.00")} " + $"IV={contract.ImpliedVolatility.ToStringInvariant("0.00")}" ); } } foreach (var chain in slice.FutureChains) { foreach (var contract in chain.Value) { Log($"{contract.Symbol.Value}, {Time}, " + $"B={contract.BidPrice} " + $"A={contract.AskPrice} " + $"L={contract.LastPrice} " + $"OI={contract.OpenInterest}" ); } } } foreach (var kpv in slice.QuoteBars) { Log($"---> QuoteBar: {Time}, {kpv.Key.Value}, {kpv.Value.Close:0.0000}"); } foreach (var kpv in slice.Bars) { Log($"---> Bar: {Time}, {kpv.Key.Value}, {kpv.Value.Close.ToStringInvariant("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 events /// 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()); } } }