/* * 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 System.Collections.Generic; using QuantConnect.Data; using QuantConnect.Interfaces; using QuantConnect.Securities.Option; using QuantConnect.Securities; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm exercising an equity covered option asserting that greeks can be accessed /// and have are not all zero, the same day as the contract expiration date. /// public class OptionExpiryDateTodayRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Symbol _optionSymbol; private bool _triedGreeksCalculation; public override void Initialize() { SetStartDate(2014, 06, 9); SetEndDate(2014, 06, 15); var option = AddOption("AAPL", Resolution.Minute); option.SetFilter((universeFilter) => { return universeFilter.IncludeWeeklys().Strikes(-2, +2).Expiration(0, 10); }); option.PriceModel = OptionPriceModels.BaroneAdesiWhaley(); _optionSymbol = option.Symbol; SetWarmUp(TimeSpan.FromDays(3)); } public override void OnData(Slice slice) { if (IsWarmingUp || Time.Hour > 10) { return; } foreach (var kvp in slice.OptionChains) { if (kvp.Key != _optionSymbol) { continue; } var chain = kvp.Value; // Find the call options expiring today var contracts = chain .Where(contract => contract.Expiry.Date == Time.Date && contract.Strike < chain.Underlying.Price) .ToList(); if (contracts.Count == 0) { return; } _triedGreeksCalculation = true; foreach (var contract in contracts) { var greeks = contract.Greeks; if (greeks.Delta == 0m && greeks.Gamma == 0m && greeks.Theta == 0m && greeks.Vega == 0m && greeks.Rho == 0m) { throw new RegressionTestException($"Expected greeks to not be zero simultaneously for {contract.Symbol} at contract expiration date {contract.Expiry}"); } } } } public override void OnEndOfAlgorithm() { if (!_triedGreeksCalculation) { throw new RegressionTestException("Expected to have tried greeks calculation"); } } /// /// 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 => 66655; /// /// 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", "5.176"}, {"Tracking Error", "0.071"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", ""}, {"Portfolio Turnover", "0%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} }; } }