/* * 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 QuantConnect.Data.Market; using QuantConnect.Data.UniverseSelection; namespace QuantConnect.Algorithm.CSharp { /// /// This algorithm shows some of the various helper methods available when defining universes /// /// /// /// public class UniverseSelectionDefinitionsAlgorithm : QCAlgorithm { private SecurityChanges _changes = SecurityChanges.None; public override void Initialize() { // subscriptions added via universe selection will have this resolution UniverseSettings.Resolution = Resolution.Hour; // force securities to remain in the universe for a minimm of 30 minutes UniverseSettings.MinimumTimeInUniverse = TimeSpan.FromMinutes(30); SetStartDate(2013, 10, 07); SetEndDate(2013, 10, 11); SetCash(100*1000); // add universe for the top 50 stocks by dollar volume AddUniverse(Universe.DollarVolume.Top(50)); // add universe for the bottom 50 stocks by dollar volume AddUniverse(Universe.DollarVolume.Bottom(50)); // add universe for the 90th dollar volume percentile AddUniverse(Universe.DollarVolume.Percentile(90)); // add universe for stocks between the 70th and 80th dollar volume percentile AddUniverse(Universe.DollarVolume.Percentile(70, 80)); } public void OnData(TradeBars data) { if (_changes == SecurityChanges.None) return; // liquidate securities that fell out of our universe foreach (var security in _changes.RemovedSecurities) { if (security.Invested) { Liquidate(security.Symbol); } } // invest in securities just added to our universe foreach (var security in _changes.AddedSecurities) { if (!security.Invested) { MarketOrder(security.Symbol, 10); } } _changes = SecurityChanges.None; } public override void OnSecuritiesChanged(SecurityChanges changes) { _changes = changes; } } }