/* * 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.Orders; using QuantConnect.Interfaces; namespace QuantConnect.Algorithm.CSharp { /// /// Options Open Interest data regression test. /// /// /// public class OptionOpenInterestRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { public override void Initialize() { // this test opens position in the first day of trading, lives through stock split (7 for 1), and closes adjusted position on the second day SetStartDate(2014, 06, 05); SetEndDate(2014, 06, 06); SetCash(1000000); var option = AddOption("TWX"); option.SetFilter(-10, +10, TimeSpan.Zero, TimeSpan.FromDays(365 * 2)); // use the underlying equity as the benchmark SetBenchmark("TWX"); } /// /// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event /// /// The current slice of data keyed by symbol string public override void OnData(Slice slice) { if (!Portfolio.Invested) { foreach (var chain in slice.OptionChains) { foreach (var contract in chain.Value) { if (contract.Symbol.ID.StrikePrice == 72.5m && contract.Symbol.ID.OptionRight == OptionRight.Call && contract.Symbol.ID.Date == new DateTime(2016, 01, 15)) { var history = History(contract.Symbol, TimeSpan.FromDays(1)).ToList(); if (history.Count == 0) { throw new RegressionTestException("Regression test failed: open interest history request is empty"); } var security = Securities[contract.Symbol]; var openInterestCache = security.Cache.GetData(); if (openInterestCache == null) { throw new RegressionTestException("Regression test failed: current open interest isn't in the security cache"); } if (slice.Time.Date == new DateTime(2014, 06, 05) && (contract.OpenInterest != 50 || security.OpenInterest != 50)) { throw new RegressionTestException("Regression test failed: current open interest was not correctly loaded and is not equal to 50"); } if (slice.Time.Date == new DateTime(2014, 06, 06) && (contract.OpenInterest != 70 || security.OpenInterest != 70)) { throw new RegressionTestException("Regression test failed: current open interest was not correctly loaded and is not equal to 70"); } if (slice.Time.Date == new DateTime(2014, 06, 06)) { MarketOrder(contract.Symbol, 1); MarketOnCloseOrder(contract.Symbol, -1); } } } // We should be able to access the open interest of the contract if (chain.Value.All(contract => contract.OpenInterest == 0)) { throw new RegressionTestException("Regression test failed: open interest is zero for all contracts"); } } } } /// /// Order fill event handler. On an order fill update the resulting information is passed to this method. /// /// Order event details containing details of the events /// This method can be called asynchronously and so should only be used by seasoned C# experts. Ensure you use proper locks on thread-unsafe objects public override void OnOrderEvent(OrderEvent orderEvent) { Log(orderEvent.ToString()); } /// /// 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, Language.Python }; /// /// Data Points count of all timeslices of algorithm /// public long DataPoints => 256364; /// /// Data Points count of the algorithm history /// public int AlgorithmHistoryDataPoints => 77028; /// /// 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", "4"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "1000000"}, {"End Equity", "999898"}, {"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", "0"}, {"Tracking Error", "0"}, {"Treynor Ratio", "0"}, {"Total Fees", "$2.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", "AOL W78ZERDZK1QE|AOL R735QTJ8XC9X"}, {"Portfolio Turnover", "0.07%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "58c3e82532109b692429e1eb062296b5"} }; } }