/* * 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.Interfaces; using QuantConnect.Orders; using QuantConnect.Securities; namespace QuantConnect.Algorithm.CSharp { /// /// This regression algorithm tests In The Money (ITM) index option expiry for calls. /// We expect 2 orders from the algorithm, which are: /// /// * Initial entry, buy SPX Call Option (expiring ITM) /// * Option exercise, settles into cash /// /// Additionally, we test delistings for index options and assert that our /// portfolio holdings reflect the orders the algorithm has submitted. /// public class IndexOptionCallITMExpiryRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Symbol _spx; private Symbol _spxOption; private int _optionOrders; private Symbol _expectedOptionContract; protected virtual Resolution Resolution => Resolution.Minute; public override void Initialize() { SetStartDate(2021, 1, 4); SetEndDate(2021, 1, 31); SetCash(100000); _spx = AddIndex("SPX", Resolution).Symbol; // Select an index option expiring ITM, and adds it to the algorithm. _spxOption = AddIndexOptionContract(OptionChain(_spx) .Where(x => x.ID.StrikePrice <= 3200m && x.ID.OptionRight == OptionRight.Call && x.ID.Date.Year == 2021 && x.ID.Date.Month == 1) .OrderByDescending(x => x.ID.StrikePrice) .Take(1) .Single(), Resolution).Symbol; _expectedOptionContract = QuantConnect.Symbol.CreateOption(_spx, Market.USA, OptionStyle.European, OptionRight.Call, 3200m, new DateTime(2021, 1, 15)); if (_spxOption != _expectedOptionContract) { throw new RegressionTestException($"Contract {_expectedOptionContract} was not found in the chain"); } Schedule.On(DateRules.Tomorrow, TimeRules.AfterMarketOpen(_spx, 1), () => { MarketOrder(_spxOption, 1); }); } public override void OnData(Slice slice) { // Assert delistings, so that we can make sure that we receive the delisting warnings at // the expected time. These assertions detect bug #4872 foreach (var delisting in slice.Delistings.Values) { if (delisting.Type == DelistingType.Warning) { if (delisting.Time != new DateTime(2021, 1, 15)) { throw new RegressionTestException($"Delisting warning issued at unexpected date: {delisting.Time}"); } } if (delisting.Type == DelistingType.Delisted) { if (delisting.Time != new DateTime(2021, 1, 16)) { throw new RegressionTestException($"Delisting happened at unexpected date: {delisting.Time}"); } } } } public override void OnOrderEvent(OrderEvent orderEvent) { if (orderEvent.Status != OrderStatus.Filled) { // There's lots of noise with OnOrderEvent, but we're only interested in fills. return; } if (!Securities.ContainsKey(orderEvent.Symbol)) { throw new RegressionTestException($"Order event Symbol not found in Securities collection: {orderEvent.Symbol}"); } var security = Securities[orderEvent.Symbol]; if (security.Symbol == _spx) { throw new RegressionTestException("Index options give cash, not the underlying"); } else if (security.Symbol == _expectedOptionContract) { AssertIndexOptionContractOrder(orderEvent, security); } else { throw new RegressionTestException($"Received order event for unknown Symbol: {orderEvent.Symbol}"); } Log($"{Time:yyyy-MM-dd HH:mm:ss} -- {orderEvent.Symbol} :: Price: {Securities[orderEvent.Symbol].Holdings.Price} Qty: {Securities[orderEvent.Symbol].Holdings.Quantity} Direction: {orderEvent.Direction} Msg: {orderEvent.Message}"); } private void AssertIndexOptionContractOrder(OrderEvent orderEvent, Security option) { if (orderEvent.Direction == OrderDirection.Buy && option.Holdings.Quantity != 1) { throw new RegressionTestException($"No holdings were created for option contract {option.Symbol}"); } if (orderEvent.Direction == OrderDirection.Sell && option.Holdings.Quantity != 0) { throw new RegressionTestException($"Holdings were found after a filled option exercise"); } if (orderEvent.Message.Contains("Exercise") && option.Holdings.Quantity != 0) { throw new RegressionTestException($"Holdings were found after exercising option contract {option.Symbol}"); } _optionOrders++; } /// /// Ran at the end of the algorithm to ensure the algorithm has no holdings /// /// The algorithm has holdings public override void OnEndOfAlgorithm() { if (Portfolio.Invested) { throw new RegressionTestException($"Expected no holdings at end of algorithm, but are invested in: {string.Join(", ", Portfolio.Keys)}"); } if (_optionOrders != 2) { throw new RegressionTestException("Option orders were not as expected!"); } } /// /// 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 virtual List Languages { get; } = new() { Language.CSharp, Language.Python }; /// /// Data Points count of all timeslices of algorithm /// public virtual long DataPoints => 19908; /// /// Data Points count of the algorithm history /// public virtual int AlgorithmHistoryDataPoints => 1; /// /// 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 virtual Dictionary ExpectedStatistics => new Dictionary { {"Total Orders", "2"}, {"Average Win", "9.07%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "243.722%"}, {"Drawdown", "2.500%"}, {"Expectancy", "0"}, {"Start Equity", "100000"}, {"End Equity", "109074"}, {"Net Profit", "9.074%"}, {"Sharpe Ratio", "4.877"}, {"Sortino Ratio", "139.754"}, {"Probabilistic Sharpe Ratio", "87.949%"}, {"Loss Rate", "0%"}, {"Win Rate", "100%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "1.511"}, {"Beta", "-0.204"}, {"Annual Standard Deviation", "0.308"}, {"Annual Variance", "0.095"}, {"Information Ratio", "4.185"}, {"Tracking Error", "0.349"}, {"Treynor Ratio", "-7.347"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", "SPX XL80P3GHDZXQ|SPX 31"}, {"Portfolio Turnover", "1.95%"}, {"Drawdown Recovery", "9"}, {"OrderListHash", "da367473fff3a12856ba2194d2bb2006"} }; } }