chore: import upstream snapshot with attribution
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/*
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* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
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* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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using System;
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using System.Linq;
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using QuantConnect.Data;
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using QuantConnect.Interfaces;
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using System.Collections.Generic;
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namespace QuantConnect.Algorithm.CSharp
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{
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/// <summary>
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/// Regression algorithm testing doing some history requests outside market hours, reproducing GH issue #4783
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/// </summary>
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public class ExtendedMarketHoursHistoryRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
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{
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private int _minuteHistoryCount;
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private int _hourHistoryCount;
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private int _dailyHistoryCount;
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/// <summary>
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/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.
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/// </summary>
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public override void Initialize()
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{
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SetStartDate(2013, 10, 07);
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SetEndDate(2013, 10, 09);
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SetCash(100000);
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AddEquity("SPY", Resolution.Minute, extendedMarketHours:true, fillForward:false);
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Schedule.On("RunHistoryCall", DateRules.EveryDay(), TimeRules.Every(TimeSpan.FromHours(1)), RunHistoryCall);
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}
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private void RunHistoryCall()
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{
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var spy = Securities["SPY"];
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var regularHours = spy.Exchange.Hours.IsOpen(Time, false);
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var extendedHours = !regularHours && spy.Exchange.Hours.IsOpen(Time, true);
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if (regularHours)
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{
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_minuteHistoryCount++;
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var history = History(spy.Symbol, 5, Resolution.Minute).Count();
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if (history != 5)
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{
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throw new RegressionTestException($"Unexpected Minute data count: {history}");
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}
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}
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else
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{
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if (extendedHours)
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{
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_hourHistoryCount++;
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var history = History(spy.Symbol, 5, Resolution.Hour).Count();
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if (history != 5)
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{
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throw new RegressionTestException($"Unexpected Hour data count {history}");
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}
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}
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else
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{
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_dailyHistoryCount++;
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var history = History(spy.Symbol, 5, Resolution.Daily).Count();
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if (history != 5)
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{
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throw new RegressionTestException($"Unexpected Daily data count {history}");
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}
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}
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}
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}
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/// <summary>
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/// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.
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/// </summary>
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/// <param name="data">Slice object keyed by symbol containing the stock data</param>
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public override void OnData(Slice slice)
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{
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if (!Portfolio.Invested)
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{
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SetHoldings("SPY", 1);
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}
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}
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public override void OnEndOfAlgorithm()
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{
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if (_minuteHistoryCount != 3 * 6)
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{
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throw new RegressionTestException($"Unexpected minute history requests count {_minuteHistoryCount}");
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}
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// 6 pre market from 4am to 9am + 4 post market 4pm to 7pm
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if (_hourHistoryCount != 3 * 10)
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{
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throw new RegressionTestException($"Unexpected hour history requests count {_hourHistoryCount}");
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}
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// 0am to 3am + 8pm to 11pm, last day ends at 8pm
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if (_dailyHistoryCount != (2 * 8 + 5))
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{
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throw new RegressionTestException($"Unexpected Daily history requests count: {_dailyHistoryCount}");
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}
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}
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/// <summary>
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/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
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/// </summary>
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public bool CanRunLocally { get; } = true;
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/// <summary>
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/// This is used by the regression test system to indicate which languages this algorithm is written in.
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/// </summary>
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public List<Language> Languages { get; } = new() { Language.CSharp };
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/// <summary>
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/// Data Points count of all timeslices of algorithm
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/// </summary>
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public long DataPoints => 5215;
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/// <summary>
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/// Data Points count of the algorithm history
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/// </summary>
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public int AlgorithmHistoryDataPoints => 435;
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/// <summary>
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/// Final status of the algorithm
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/// </summary>
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public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
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/// <summary>
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/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
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/// </summary>
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public Dictionary<string, string> ExpectedStatistics => new Dictionary<string, string>
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{
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{"Total Orders", "19"},
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{"Average Win", "0%"},
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{"Average Loss", "0.00%"},
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{"Compounding Annual Return", "-73.997%"},
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{"Drawdown", "2.500%"},
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{"Expectancy", "-1"},
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{"Start Equity", "100000"},
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{"End Equity", "98959.88"},
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{"Net Profit", "-1.040%"},
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{"Sharpe Ratio", "-9.402"},
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{"Sortino Ratio", "-9.402"},
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{"Probabilistic Sharpe Ratio", "0%"},
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{"Loss Rate", "100%"},
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{"Win Rate", "0%"},
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{"Profit-Loss Ratio", "0"},
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{"Alpha", "-0.286"},
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{"Beta", "0.55"},
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{"Annual Standard Deviation", "0.075"},
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{"Annual Variance", "0.006"},
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{"Information Ratio", "0.914"},
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{"Tracking Error", "0.061"},
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{"Treynor Ratio", "-1.28"},
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{"Total Fees", "$21.45"},
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{"Estimated Strategy Capacity", "$830000.00"},
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{"Lowest Capacity Asset", "SPY R735QTJ8XC9X"},
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{"Portfolio Turnover", "34.15%"},
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{"Drawdown Recovery", "0"},
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{"OrderListHash", "6ebe462373e2ecc22de8eb2fe114d704"}
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};
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}
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}
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