/* * 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.UniverseSelection; using QuantConnect.Securities.Option; namespace QuantConnect.Algorithm.CSharp { /// /// Example demonstrating how to access to options history for a given underlying equity security. /// /// /// /// /// public class BasicTemplateOptionsHistoryAlgorithm : QCAlgorithm { public override void Initialize() { // this test opens position in the first day of trading, lives through stock split (7 for 1), and closes adjusted position on the second day SetStartDate(2015, 12, 24); SetEndDate(2015, 12, 24); SetCash(1000000); var option = AddOption("GOOG"); // add the initial contract filter // 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)); // set the pricing model for Greeks and volatility // find more pricing models https://www.quantconnect.com/lean/documentation/topic27704.html option.PriceModel = OptionPriceModels.CrankNicolsonFD(); // set the warm-up period for the pricing model SetWarmup(TimeSpan.FromDays(4)); // set the benchmark to be the initial cash SetBenchmark(d => 1000000); } /// /// 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) { if (IsWarmingUp) return; if (!Portfolio.Invested) { foreach (var chain in slice.OptionChains) { var underlying = Securities[chain.Key.Underlying]; foreach (var contract in chain.Value) { Log($"{contract.Symbol.Value}," + $"Bid={contract.BidPrice.ToStringInvariant()} " + $"Ask={contract.AskPrice.ToStringInvariant()} " + $"Last={contract.LastPrice.ToStringInvariant()} " + $"OI={contract.OpenInterest.ToStringInvariant()} " + $"σ={underlying.VolatilityModel.Volatility.ToStringInvariant("0.000")} " + $"NPV={contract.TheoreticalPrice.ToStringInvariant("0.000")} " + $"Δ={contract.Greeks.Delta.ToStringInvariant("0.000")} " + $"Γ={contract.Greeks.Gamma.ToStringInvariant("0.000")} " + $"ν={contract.Greeks.Vega.ToStringInvariant("0.000")} " + $"ρ={contract.Greeks.Rho.ToStringInvariant("0.00")} " + $"Θ={(contract.Greeks.Theta / 365.0m).ToStringInvariant("0.00")} " + $"IV={contract.ImpliedVolatility.ToStringInvariant("0.000")}" ); } } } } public override void OnSecuritiesChanged(SecurityChanges changes) { foreach (var change in changes.AddedSecurities) { // Only print options price if (change.Symbol.Value == "GOOG") continue; var history = History(change.Symbol, 10, Resolution.Minute); foreach (var data in history.OrderByDescending(x => x.Time).Take(3)) { Log($"History: {data.Symbol.Value}: {data.Time} > {data.Close}"); } } } } }