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.Collections.Generic;
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using QuantConnect.Data;
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using QuantConnect.Data.Consolidators;
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using QuantConnect.Data.Market;
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using QuantConnect.Interfaces;
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namespace QuantConnect.Algorithm.CSharp
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{
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/// <summary>
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/// Regression algorithm asserting that consolidators expose a built-in rolling window
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/// </summary>
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public class ConsolidatorRollingWindowRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
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{
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private TradeBarConsolidator _consolidator;
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private int _consolidationCount;
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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, 11);
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AddEquity("SPY", Resolution.Minute);
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_consolidator = new TradeBarConsolidator(TimeSpan.FromMinutes(10));
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_consolidator.DataConsolidated += OnDataConsolidated;
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SubscriptionManager.AddConsolidator("SPY", _consolidator);
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}
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private void OnDataConsolidated(object sender, TradeBar bar)
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{
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_consolidationCount++;
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if (_consolidator.Current != _consolidator[0])
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{
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throw new RegressionTestException("Expected Current to be the same as Window[0]");
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}
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// Window[0] must always be the bar just consolidated
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var currentBar = (TradeBar)_consolidator[0];
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if (currentBar.Time != bar.Time)
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{
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throw new RegressionTestException($"Expected consolidator[0].Time == {bar.Time} but was {currentBar.Time}");
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}
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if (currentBar.Close != bar.Close)
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{
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throw new RegressionTestException($"Expected consolidator[0].Close == {bar.Close} but was {currentBar.Close}");
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}
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// After the second consolidation the previous bar must be accessible at index 1
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if (_consolidator.Window.Count >= 2)
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{
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var previous = (TradeBar)_consolidator[1];
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if (_consolidator.Previous != _consolidator[1])
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{
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throw new RegressionTestException("Expected Previous to be the same as Window[1]");
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}
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if (previous.Time >= bar.Time)
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{
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throw new RegressionTestException($"consolidator[1].Time ({previous.Time}) should be earlier than consolidator[0].Time ({bar.Time})");
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}
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if (previous.Close <= 0)
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{
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throw new RegressionTestException("consolidator[1].Close should be greater than zero");
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}
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}
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}
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public override void OnEndOfAlgorithm()
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{
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if (_consolidationCount == 0)
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{
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throw new RegressionTestException("Expected at least one consolidation but got zero");
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}
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// Default window size is 2, it must be full
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if (_consolidator.Window.Count != 2)
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{
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throw new RegressionTestException(
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$"Expected window count of 2 but was {_consolidator.Window.Count}");
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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, Language.Python };
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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 => 3943;
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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 => 0;
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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", "0"},
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{"Average Win", "0%"},
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{"Average Loss", "0%"},
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{"Compounding Annual Return", "0%"},
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{"Drawdown", "0%"},
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{"Expectancy", "0"},
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{"Start Equity", "100000"},
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{"End Equity", "100000"},
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{"Net Profit", "0%"},
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{"Sharpe Ratio", "0"},
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{"Sortino Ratio", "0"},
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{"Probabilistic Sharpe Ratio", "0%"},
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{"Loss Rate", "0%"},
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{"Win Rate", "0%"},
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{"Profit-Loss Ratio", "0"},
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{"Alpha", "0"},
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{"Beta", "0"},
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{"Annual Standard Deviation", "0"},
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{"Annual Variance", "0"},
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{"Information Ratio", "-8.91"},
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{"Tracking Error", "0.223"},
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{"Treynor Ratio", "0"},
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{"Total Fees", "$0.00"},
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{"Estimated Strategy Capacity", "$0"},
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{"Lowest Capacity Asset", ""},
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{"Portfolio Turnover", "0%"},
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{"Drawdown Recovery", "0"},
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{"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"}
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};
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}
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}
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