/* * 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.Collections.Generic; using Python.Runtime; using QuantConnect.Data.Fundamental; using QuantConnect.Data.UniverseSelection; namespace QuantConnect.Algorithm.Framework.Selection { /// /// Portfolio selection model that uses coarse/fine selectors. For US equities only. /// public class FineFundamentalUniverseSelectionModel : FundamentalUniverseSelectionModel { private readonly Func, IEnumerable> _coarseSelector; private readonly Func, IEnumerable> _fineSelector; /// /// Initializes a new instance of the class /// /// Selects symbols from the provided coarse data set /// Selects symbols from the provided fine data set (this set has already been filtered according to the coarse selection) /// Universe settings define attributes of created subscriptions, such as their resolution and the minimum time in universe before they can be removed public FineFundamentalUniverseSelectionModel( Func, IEnumerable> coarseSelector, Func, IEnumerable> fineSelector, UniverseSettings universeSettings = null) : base(true, universeSettings) { _coarseSelector = coarseSelector; _fineSelector = fineSelector; } /// /// Initializes a new instance of the class /// /// Selects symbols from the provided coarse data set /// Selects symbols from the provided fine data set (this set has already been filtered according to the coarse selection) /// Universe settings define attributes of created subscriptions, such as their resolution and the minimum time in universe before they can be removed public FineFundamentalUniverseSelectionModel( PyObject coarseSelector, PyObject fineSelector, UniverseSettings universeSettings = null ) : base(true, universeSettings) { Func, object> fineFunc; Func, object> coarseFunc; if (fineSelector.TryConvertToDelegate(out fineFunc) && coarseSelector.TryConvertToDelegate(out coarseFunc)) { _fineSelector = fineFunc.ConvertToUniverseSelectionSymbolDelegate(); _coarseSelector = coarseFunc.ConvertToUniverseSelectionSymbolDelegate(); } } /// public override IEnumerable SelectCoarse(QCAlgorithm algorithm, IEnumerable coarse) { return _coarseSelector(coarse); } /// public override IEnumerable SelectFine(QCAlgorithm algorithm, IEnumerable fine) { return _fineSelector(fine); } } }