/* * 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 Python.Runtime; using QuantConnect.Data; using QuantConnect.Securities; using System; using System.Collections.Generic; using QuantConnect.Interfaces; using QuantConnect.Securities.Volatility; namespace QuantConnect.Python { /// /// Provides a volatility model that wraps a object that represents a model that computes the volatility of a security /// public class VolatilityModelPythonWrapper : BaseVolatilityModel { private readonly dynamic _model; /// /// Constructor for initialising the class with wrapped object /// /// Represents a model that computes the volatility of a security public VolatilityModelPythonWrapper(PyObject model) { using (Py.GIL()) { foreach (var attributeName in new[] { "Volatility", "Update", "GetHistoryRequirements" }) { if (!model.HasAttr(attributeName)) { throw new NotImplementedException($"IVolatilityModel.{attributeName} must be implemented. Please implement this missing method on {model.GetPythonType()}"); } } } _model = model; } /// /// Gets the volatility of the security as a percentage /// public override decimal Volatility { get { using (Py.GIL()) { return (decimal)_model.Volatility; } } } /// /// Updates this model using the new price information in /// the specified security instance /// /// The security to calculate volatility for /// The new data used to update the model public override void Update(Security security, BaseData data) { using (Py.GIL()) { _model.Update(security, data); } } /// /// Returns history requirements for the volatility model expressed in the form of history request /// /// The security of the request /// The date/time of the request /// History request object list, or empty if no requirements public override IEnumerable GetHistoryRequirements(Security security, DateTime utcTime) { using (Py.GIL()) { return _model.GetHistoryRequirements(security, utcTime); } } /// /// Sets the instance to use. /// /// Provides access to registered public override void SetSubscriptionDataConfigProvider( ISubscriptionDataConfigProvider subscriptionDataConfigProvider) { using (Py.GIL()) { if (_model.HasAttr("SetSubscriptionDataConfigProvider")) { _model.SetSubscriptionDataConfigProvider(subscriptionDataConfigProvider); } } } } }