/* * 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.Linq; using QuantConnect.Data; using QuantConnect.Interfaces; using System.Collections.Generic; using QuantConnect.Algorithm.Framework.Selection; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm making sure that the added universe selection does not remove the option chain during it's daily refresh /// public class OptionChainedAndUniverseSelectionRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Symbol _aaplOption; public override void Initialize() { UniverseSettings.Resolution = Resolution.Minute; SetStartDate(2014, 06, 05); SetEndDate(2014, 06, 09); _aaplOption = AddOption("AAPL").Symbol; AddUniverseSelection(new DailyUniverseSelectionModel("MyCustomSelectionModel", time => new[] { "AAPL" }, this)); } public override void OnData(Slice data) { if (!Portfolio.Invested) { Buy("AAPL", 1); } } public override void OnEndOfAlgorithm() { var config = SubscriptionManager.Subscriptions.ToList(); if (config.All(dataConfig => dataConfig.Symbol != "AAPL")) { throw new Exception("Was expecting configurations for AAPL"); } if (config.All(dataConfig => dataConfig.Symbol.SecurityType != SecurityType.Option)) { throw new Exception($"Was expecting configurations for {_aaplOption}"); } } private class DailyUniverseSelectionModel : CustomUniverseSelectionModel { private DateTime _lastRefresh; private IAlgorithm _algorithm; public DailyUniverseSelectionModel(string name, Func> selector, IAlgorithm algorithm) : base(name, selector) { _algorithm = algorithm; } public override DateTime GetNextRefreshTimeUtc() { if (_lastRefresh != _algorithm.Time.Date) { _lastRefresh = _algorithm.Time.Date; return DateTime.MinValue; } return DateTime.MaxValue; } } /// /// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm. /// public bool CanRunLocally { get; } = true; /// /// This is used by the regression test system to indicate which languages this algorithm is written in. /// public Language[] Languages { get; } = { Language.CSharp }; /// /// This is used by the regression test system to indicate what the expected statistics are from running the algorithm /// public Dictionary ExpectedStatistics => new Dictionary { {"Total Trades", "1"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0.678%"}, {"Drawdown", "3.700%"}, {"Expectancy", "0"}, {"Net Profit", "0.009%"}, {"Sharpe Ratio", "7.969"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0.046"}, {"Beta", "-0.032"}, {"Annual Standard Deviation", "0.001"}, {"Annual Variance", "0"}, {"Information Ratio", "-24.461"}, {"Tracking Error", "0.044"}, {"Treynor Ratio", "-0.336"}, {"Total Fees", "$1.00"}, {"Fitness Score", "0.003"}, {"Kelly Criterion Estimate", "0"}, {"Kelly Criterion Probability Value", "0"}, {"Sortino Ratio", "79228162514264337593543950335"}, {"Return Over Maximum Drawdown", "79228162514264337593543950335"}, {"Portfolio Turnover", "0.003"}, {"Total Insights Generated", "0"}, {"Total Insights Closed", "0"}, {"Total Insights Analysis Completed", "0"}, {"Long Insight Count", "0"}, {"Short Insight Count", "0"}, {"Long/Short Ratio", "100%"}, {"Estimated Monthly Alpha Value", "$0"}, {"Total Accumulated Estimated Alpha Value", "$0"}, {"Mean Population Estimated Insight Value", "$0"}, {"Mean Population Direction", "0%"}, {"Mean Population Magnitude", "0%"}, {"Rolling Averaged Population Direction", "0%"}, {"Rolling Averaged Population Magnitude", "0%"}, {"OrderListHash", "-1779427412"} }; } }