/* * 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 QuantConnect.Data; using System.Collections.Generic; using QuantConnect.Data.Market; namespace QuantConnect.Algorithm.CSharp { /// /// Regression for running an Index algorithm with Daily data /// public class BasicTemplateIndexDailyAlgorithm : BasicTemplateIndexAlgorithm { protected override Resolution Resolution => Resolution.Daily; protected override int StartDay => 1; // two complete weeks starting from the 5th. The 18th bar is not included since it is a holiday protected virtual int ExpectedBarCount => 2 * 5; protected int BarCounter { get; set; } /// /// Purchase a contract when we are not invested, liquidate otherwise /// public override void OnData(Slice slice) { if (!Portfolio.Invested) { // SPX Index is not tradable, but we can trade an option MarketOrder(SpxOption, 1); } else { Liquidate(); } // Count how many slices we receive with SPX data in it to assert later if (slice.ContainsKey(Spx)) { BarCounter++; } } public override void OnEndOfAlgorithm() { if (BarCounter != ExpectedBarCount) { throw new ArgumentException($"Bar Count {BarCounter} is not expected count of {ExpectedBarCount}"); } AssertIndicators(); if (Resolution != Resolution.Daily) { return; } var openInterest = Securities[SpxOption].Cache.GetAll(); if (openInterest.Single().EndTime != new DateTime(2021, 1, 15, 15, 15, 0)) { throw new ArgumentException($"Unexpected open interest time: {openInterest.Single().EndTime}"); } foreach (var symbol in new[] { SpxOption, Spx }) { var history = History(symbol, 10).ToList(); if (history.Count != 10) { throw new RegressionTestException($"Unexpected history count: {history.Count}"); } if (history.Any(x => x.Time.TimeOfDay != new TimeSpan(8, 30, 0))) { throw new RegressionTestException($"Unexpected history data start time"); } if (history.Any(x => x.EndTime.TimeOfDay != new TimeSpan(15, 15, 0))) { throw new RegressionTestException($"Unexpected history data end time"); } } } /// /// 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 override bool CanRunLocally { get; } = true; /// /// This is used by the regression test system to indicate which languages this algorithm is written in. /// public override List Languages { get; } = new() { Language.CSharp, Language.Python }; /// /// Data Points count of all timeslices of algorithm /// public override long DataPoints => 122; /// /// Data Points count of the algorithm history /// public override int AlgorithmHistoryDataPoints => 30; /// /// 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 override Dictionary ExpectedStatistics => new Dictionary { {"Total Orders", "11"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "653.545%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "1000000"}, {"End Equity", "1084600"}, {"Net Profit", "8.460%"}, {"Sharpe Ratio", "9.923"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "93.682%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "3.61"}, {"Beta", "-0.513"}, {"Annual Standard Deviation", "0.359"}, {"Annual Variance", "0.129"}, {"Information Ratio", "8.836"}, {"Tracking Error", "0.392"}, {"Treynor Ratio", "-6.937"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", "SPX XL80P3GHDZXQ|SPX 31"}, {"Portfolio Turnover", "2.42%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "61e8517ac3da6bed414ef23d26736fef"} }; } }