/* * 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.Algorithm.Framework.Alphas; using QuantConnect.Data.UniverseSelection; using System; using System.Collections.Generic; namespace QuantConnect.Algorithm.Framework.Portfolio { /// /// Provides an implementation of that wraps a object /// public class PortfolioConstructionModelPythonWrapper : PortfolioConstructionModel { private readonly dynamic _model; /// /// Constructor for initialising the class with wrapped object /// /// Model defining how to build a portfolio from alphas public PortfolioConstructionModelPythonWrapper(PyObject model) { using (Py.GIL()) { foreach (var attributeName in new[] { "CreateTargets", "OnSecuritiesChanged" }) { if (!model.HasAttr(attributeName)) { throw new NotImplementedException($"IPortfolioConstructionModel.{attributeName} must be implemented. Please implement this missing method on {model.GetPythonType()}"); } } } _model = model; } /// /// Create portfolio targets from the specified insights /// /// The algorithm instance /// The insights to create portfolio targets from /// An enumerable of portfolio targets to be sent to the execution model public override IEnumerable CreateTargets(QCAlgorithm algorithm, Insight[] insights) { using (Py.GIL()) { var targets = _model.CreateTargets(algorithm, insights) as PyObject; var iterator = targets.GetIterator(); foreach (PyObject target in iterator) { yield return target.GetAndDispose(); } iterator.Dispose(); targets.Dispose(); } } /// /// Event fired each time the we add/remove securities from the data feed /// /// The algorithm instance that experienced the change in securities /// The security additions and removals from the algorithm public override void OnSecuritiesChanged(QCAlgorithm algorithm, SecurityChanges changes) { using (Py.GIL()) { _model.OnSecuritiesChanged(algorithm, changes); } } } }