/* * 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.Data; using QuantConnect.Data.UniverseSelection; using QuantConnect.Interfaces; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm which reproduces GH issue #5079, where option chain universes would sometimes not get removed from the /// UniverseManager causing new universes not to get added /// public class OptionChainUniverseRemovalRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { // initialize our changes to nothing private SecurityChanges _changes = SecurityChanges.None; private int _optionCount; private Symbol _lastEquityAdded; private Symbol _aapl; private int _onSecuritiesChangedCallCount; public override void Initialize() { _aapl = QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, Market.USA); UniverseSettings.Resolution = Resolution.Minute; SetStartDate(2014, 06, 06); SetEndDate(2014, 06, 10); var toggle = true; var selectionUniverse = AddUniverse(enumerable => { if (toggle) { toggle = false; return new []{ _aapl }; } toggle = true; return Enumerable.Empty(); }); AddUniverseOptions(selectionUniverse, universe => { if (universe.Underlying == null) { throw new RegressionTestException("Underlying data point is null! This shouldn't happen, each OptionChainUniverse handles and should provide this"); } return universe.IncludeWeeklys() .BackMonth() // back month so that they don't get removed because of being delisted .Contracts(contracts => contracts.Take(5)); }); } public override void OnData(Slice slice) { // if we have no changes, do nothing if (_changes == SecurityChanges.None || _changes.AddedSecurities.Any(security => security.Price == 0)) { return; } Debug(GetStatusLog()); foreach (var security in _changes.AddedSecurities) { if (!security.Symbol.HasUnderlying) { _lastEquityAdded = security.Symbol; } else { // options added should all match prev added security if (security.Symbol.Underlying != _lastEquityAdded) { throw new RegressionTestException($"Unexpected symbol added {security.Symbol}"); } _optionCount++; } } _changes = SecurityChanges.None; } public override void OnSecuritiesChanged(SecurityChanges changes) { Debug($"{GetStatusLog()}. CHANGES {changes}"); _onSecuritiesChangedCallCount++; if (Time.Day == 6) { if (Time.Hour != 0) { throw new RegressionTestException($"Unexpected SecurityChanges time: {Time} {changes}"); } if (changes.RemovedSecurities.Count != 0) { throw new RegressionTestException($"Unexpected removals: {changes}"); } if (_onSecuritiesChangedCallCount == 1) { // first we expect the equity to get Added if (changes.AddedSecurities.Count != 1 || changes.AddedSecurities[0].Symbol != _aapl) { throw new RegressionTestException($"Unexpected SecurityChanges: {changes}"); } } else { // later we expect the options to be Added if (changes.AddedSecurities.Count != 5 || changes.AddedSecurities.Any(security => security.Symbol.SecurityType != SecurityType.Option)) { throw new RegressionTestException($"Unexpected SecurityChanges: {changes}"); } } } // We expect the equity to get Removed else if (Time.Day == 7) { if (Time.Hour != 0) { throw new RegressionTestException($"Unexpected SecurityChanges time: {Time} {changes}"); } // Options can be selected/deselected on this day, but the equity should be removed if (changes.RemovedSecurities.Count == 0 || !changes.RemovedSecurities.Any(x => x.Symbol == _aapl)) { throw new RegressionTestException($"Unexpected SecurityChanges: {changes}"); } } // We expect the options to get Removed, happens in the next loop after removing the equity else if (Time.Day == 9) { if (Time.Hour != 0) { throw new RegressionTestException($"Unexpected SecurityChanges time: {Time} {changes}"); } // later we expect the options to be Removed if (changes.RemovedSecurities.Count != 6 // the removal of the raw underlying subscription from the option chain universe || changes.RemovedSecurities.Single(security => security.Symbol.SecurityType != SecurityType.Option).Symbol != _aapl // the removal of the 5 option contracts || changes.RemovedSecurities.Count(security => security.Symbol.SecurityType == SecurityType.Option) != 5) { throw new RegressionTestException($"Unexpected SecurityChanges: {changes}"); } } _changes += changes; } public override void OnEndOfAlgorithm() { if (_optionCount == 0) { throw new RegressionTestException("Option universe chain did not add any option!"); } if (UniverseManager.Any(pair => pair.Value.DisposeRequested)) { throw new RegressionTestException("There shouldn't be any disposed universe, they should be removed and replaced by new universes"); } } private string GetStatusLog() { Plot("Status", "UniverseCount", UniverseManager.Count); Plot("Status", "SubscriptionCount", SubscriptionManager.Subscriptions.Count()); Plot("Status", "ActiveSymbolsCount", UniverseManager.ActiveSecurities.Count); return $"{Time} | UniverseCount {UniverseManager.Count}. " + $"SubscriptionCount {SubscriptionManager.Subscriptions.Count()}. " + $"ActiveSymbols {string.Join(",", UniverseManager.ActiveSecurities.Keys)}"; } /// /// 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 List Languages { get; } = new() { Language.CSharp }; /// /// Data Points count of all timeslices of algorithm /// public long DataPoints => 17966; /// /// Data Points count of the algorithm history /// public int AlgorithmHistoryDataPoints => 0; /// /// Final status of the algorithm /// public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed; /// /// 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 Orders", "0"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "100000"}, {"End Equity", "100000"}, {"Net Profit", "0%"}, {"Sharpe Ratio", "0"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0"}, {"Beta", "0"}, {"Annual Standard Deviation", "0"}, {"Annual Variance", "0"}, {"Information Ratio", "-9.522"}, {"Tracking Error", "0.006"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", ""}, {"Portfolio Turnover", "0%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} }; } }