/* * 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 QuantConnect.Securities; using System; using QuantConnect.Data.Market; using QuantConnect.Securities.Option; namespace QuantConnect.ToolBox.RandomDataGenerator { /// /// Pricing model used to determine the fair price or theoretical value for a call or a put option price /// by default using the Black-Scholes-Merton model /// public class OptionPriceModelPriceGenerator : IPriceGenerator { private readonly Option _option; /// /// is always ready to generate new price values as it does not depend on volatility model /// public bool WarmedUp => _option.PriceModel is QLOptionPriceModel optionPriceModel && optionPriceModel.VolatilityEstimatorWarmedUp || _option.PriceModel is not QLOptionPriceModel; /// /// Creates instance of /// /// object for which to generate price data public OptionPriceModelPriceGenerator(Security security) { if (security == null) { throw new ArgumentNullException(nameof(security), "security cannot be null"); } if (!security.Symbol.SecurityType.IsOption()) { throw new ArgumentException($"{nameof(OptionPriceModelPriceGenerator)} model cannot be applied to non-option security."); } _option = security as Option; } /// /// For Black-Scholes-Merton model price calculation relies of the security /// /// The maximum percent deviation. This value is in percent space, /// so a value of 1m is equal to 1%. /// current reference date /// A new decimal suitable for usage as new security price public decimal NextValue(decimal maximumPercentDeviation, DateTime referenceDate) { return _option.PriceModel .Evaluate( _option, null, OptionContract.Create( referenceDate, _option, new Tick(referenceDate, _option.Underlying.Symbol, _option.Underlying.Price, _option.Underlying.Price) )) .TheoreticalPrice; } } }