/* * 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 System.Linq; using QuantConnect.Algorithm.Framework.Alphas; using QuantConnect.Algorithm.Framework.Execution; using QuantConnect.Algorithm.Framework.Portfolio; using QuantConnect.Algorithm.Framework.Selection; using QuantConnect.Orders; using QuantConnect.Interfaces; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm testing portfolio construction model control over rebalancing, /// when setting 'PortfolioConstructionModel.RebalanceOnSecurityChanges' to false, see GH 4075. /// public class PortfolioRebalanceOnSecurityChangesRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Dictionary _lastOrderFilled; /// /// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized. /// public override void Initialize() { UniverseSettings.Resolution = Resolution.Daily; SetStartDate(2015, 1, 1); SetEndDate(2017, 1, 1); Settings.RebalancePortfolioOnSecurityChanges = false; Settings.RebalancePortfolioOnInsightChanges = false; SetUniverseSelection(new CustomUniverseSelectionModel("CustomUniverseSelectionModel", time => { if (new[] { DayOfWeek.Friday, DayOfWeek.Thursday }.Contains(time.DayOfWeek)) { return new List { "FB", "SPY" }; } return new List { "AAPL", "IBM" }; } )); SetAlpha(new ConstantAlphaModel(InsightType.Price, InsightDirection.Up, TimeSpan.FromMinutes(20), 0.025, null)); SetPortfolioConstruction(new EqualWeightingPortfolioConstructionModel( time => time.AddDays(30))); SetExecution(new ImmediateExecutionModel()); _lastOrderFilled = new Dictionary(); } public override void OnOrderEvent(OrderEvent orderEvent) { if (orderEvent.Status == OrderStatus.Submitted) { DateTime lastOrderFilled; if (_lastOrderFilled.TryGetValue(orderEvent.Symbol, out lastOrderFilled)) { if (UtcTime - lastOrderFilled < TimeSpan.FromDays(30)) { throw new Exception($"{UtcTime} {orderEvent.Symbol} {UtcTime - lastOrderFilled}"); } } _lastOrderFilled[orderEvent.Symbol] = UtcTime; Debug($"{orderEvent}"); } } /// /// 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", "74"}, {"Average Win", "2.45%"}, {"Average Loss", "-2.29%"}, {"Compounding Annual Return", "-4.573%"}, {"Drawdown", "30.400%"}, {"Expectancy", "-0.081"}, {"Net Profit", "-8.937%"}, {"Sharpe Ratio", "-0.149"}, {"Probabilistic Sharpe Ratio", "3.634%"}, {"Loss Rate", "56%"}, {"Win Rate", "44%"}, {"Profit-Loss Ratio", "1.07"}, {"Alpha", "-0.026"}, {"Beta", "0.03"}, {"Annual Standard Deviation", "0.165"}, {"Annual Variance", "0.027"}, {"Information Ratio", "-0.418"}, {"Tracking Error", "0.208"}, {"Treynor Ratio", "-0.827"}, {"Total Fees", "$136.74"}, {"Fitness Score", "0.027"}, {"Kelly Criterion Estimate", "0"}, {"Kelly Criterion Probability Value", "1"}, {"Sortino Ratio", "-0.323"}, {"Return Over Maximum Drawdown", "-0.15"}, {"Portfolio Turnover", "0.06"}, {"Total Insights Generated", "534"}, {"Total Insights Closed", "534"}, {"Total Insights Analysis Completed", "534"}, {"Long Insight Count", "534"}, {"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", "-1552393093"} }; } }