/*
* 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;
}
}
}