/* * 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.Market; using QuantConnect.Interfaces; using QuantConnect.Orders; using QuantConnect.Securities.Option; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm asserting that European options cannot be exercised before expiry /// public class EuropeanOptionsCannotBeExercisedBeforeExpiryRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Option _option; private OptionContract _contract; private bool _marketOrderDone; private bool _exerciseBeforeExpiryDone; private bool _exerciseOnExpiryDone; public override void Initialize() { SetStartDate(2021, 1, 4); SetEndDate(2021, 2, 1); SetCash(200000); var index = AddIndex("SPX", Resolution.Hour, fillForward: true); var indexOption = AddIndexOption(index.Symbol, Resolution.Hour, fillForward: true); indexOption.SetFilter(filterFunc => filterFunc); _option = indexOption; } public override void OnData(Slice slice) { if ((_exerciseBeforeExpiryDone && _exerciseOnExpiryDone) || !_option.Exchange.ExchangeOpen) { return; } if (_contract == null) { OptionChain contracts; if (!slice.OptionChains.TryGetValue(_option.Symbol, out contracts) || !contracts.Any()) { return; } _contract = contracts.First(); } var expiry = _contract.Expiry.ConvertToUtc(_option.Exchange.TimeZone).Date; if (!_exerciseBeforeExpiryDone && UtcTime.Date < expiry) { if (!_marketOrderDone) { if (MarketOrder(_contract.Symbol, 1).Status != OrderStatus.Filled) { throw new RegressionTestException("Expected market order to fill immediately"); } _marketOrderDone = true; } if (ExerciseOption(_contract.Symbol, 1).Status == OrderStatus.Filled) { throw new RegressionTestException($"Expected European option to not be exercisable before its expiration date. " + $"Time: {UtcTime}. Expiry: {_contract.Expiry.ConvertToUtc(_option.Exchange.TimeZone)}"); } _exerciseBeforeExpiryDone = true; return; } if (!_exerciseOnExpiryDone && UtcTime.Date == expiry) { if (ExerciseOption(_contract.Symbol, 1).Status != OrderStatus.Filled) { throw new RegressionTestException($"Expected European option to be exercisable on its expiration date. " + $"Time: {UtcTime}. Expiry: {_contract.Expiry.ConvertToUtc(_option.Exchange.TimeZone)}"); } _exerciseOnExpiryDone = true; // We already tested everything, so we can stop the algorithm Quit(); } } public override void OnEndOfAlgorithm() { if (!_exerciseBeforeExpiryDone || !_exerciseOnExpiryDone) { throw new RegressionTestException("Expected to try to exercise option before and on expiry"); } var optionHoldings = Securities[_contract.Symbol].Holdings; if (optionHoldings.NetProfit != Portfolio.TotalNetProfit) { throw new RegressionTestException($"Unexpected holdings profit result {optionHoldings.Profit}"); } if (Portfolio.Cash != (Portfolio.TotalNetProfit + 200000)) { throw new RegressionTestException($"Unexpected portfolio cash {Portfolio.Cash}"); } } /// /// 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 time slices of algorithm /// public long DataPoints => 1461; /// /// 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", "2"}, {"Average Win", "0.68%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "24.075%"}, {"Drawdown", "1.900%"}, {"Expectancy", "0"}, {"Start Equity", "200000"}, {"End Equity", "201354"}, {"Net Profit", "0.677%"}, {"Sharpe Ratio", "5.76"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "89.644%"}, {"Loss Rate", "0%"}, {"Win Rate", "100%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0.946"}, {"Beta", "-0.354"}, {"Annual Standard Deviation", "0.123"}, {"Annual Variance", "0.015"}, {"Information Ratio", "0.211"}, {"Tracking Error", "0.176"}, {"Treynor Ratio", "-2.004"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$1700000.00"}, {"Lowest Capacity Asset", "SPX XL80P3HB5O6M|SPX 31"}, {"Portfolio Turnover", "0.35%"}, {"Drawdown Recovery", "10"}, {"OrderListHash", "c511179c15aa167365cc1acb91b20bf3"} }; } }