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.Orders;
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using QuantConnect.Interfaces;
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using QuantConnect.Securities;
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using System.Collections.Generic;
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using QuantConnect.Securities.Future;
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using QuantConnect.Data.UniverseSelection;
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namespace QuantConnect.Algorithm.CSharp
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{
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/// <summary>
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/// Continuous Futures Regression algorithm. Asserting and showcasing the behavior of adding a continuous future
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/// and a future contract at the same time
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/// </summary>
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public class AddFutureContractWithContinuousRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
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{
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private Future _continuousContract;
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private Future _futureContract;
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private bool _ended;
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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, 6);
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SetEndDate(2013, 10, 10);
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_continuousContract = AddFuture(Futures.Indices.SP500EMini,
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dataNormalizationMode: DataNormalizationMode.BackwardsRatio,
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dataMappingMode: DataMappingMode.LastTradingDay,
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contractDepthOffset: 0
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);
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_futureContract = AddFutureContract(FuturesChain(_continuousContract.Symbol).First());
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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="slice">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 (_ended)
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{
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throw new RegressionTestException($"Algorithm should of ended!");
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}
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if (slice.Keys.Count > 2)
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{
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throw new RegressionTestException($"Getting data for more than 2 symbols! {string.Join(",", slice.Keys.Select(symbol => symbol))}");
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}
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if (UniverseManager.Count != 3)
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{
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throw new RegressionTestException($"Expecting 3 universes (chain, continuous and user defined) but have {UniverseManager.Count}");
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}
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if (!Portfolio.Invested)
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{
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Buy(_futureContract.Symbol, 1);
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Buy(_continuousContract.Mapped, 1);
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RemoveSecurity(_futureContract.Symbol);
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RemoveSecurity(_continuousContract.Symbol);
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_ended = true;
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}
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}
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public override void OnOrderEvent(OrderEvent orderEvent)
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{
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if (orderEvent.Status == OrderStatus.Filled)
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{
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Log($"{orderEvent}");
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}
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}
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public override void OnSecuritiesChanged(SecurityChanges changes)
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{
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Debug($"{Time}-{changes}");
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if (changes.AddedSecurities.Any(security => security.Symbol != _continuousContract.Symbol && security.Symbol != _futureContract.Symbol)
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|| changes.RemovedSecurities.Any(security => security.Symbol != _continuousContract.Symbol && security.Symbol != _futureContract.Symbol))
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{
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throw new RegressionTestException($"We got an unexpected security changes {changes}");
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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 => 61;
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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 => 1;
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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", "4"},
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{"Average Win", "0%"},
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{"Average Loss", "-0.10%"},
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{"Compounding Annual Return", "-14.232%"},
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{"Drawdown", "0.200%"},
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{"Expectancy", "-1"},
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{"Start Equity", "100000"},
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{"End Equity", "99803.9"},
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{"Net Profit", "-0.196%"},
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{"Sharpe Ratio", "-7.95"},
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{"Sortino Ratio", "0"},
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{"Probabilistic Sharpe Ratio", "0.401%"},
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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", "-0.128"},
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{"Beta", "0.026"},
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{"Annual Standard Deviation", "0.016"},
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{"Annual Variance", "0"},
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{"Information Ratio", "-1.186"},
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{"Tracking Error", "0.237"},
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{"Treynor Ratio", "-4.747"},
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{"Total Fees", "$8.60"},
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{"Estimated Strategy Capacity", "$2000.00"},
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{"Lowest Capacity Asset", "ES VU1EHIDJYLMP"},
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{"Portfolio Turnover", "66.50%"},
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{"Drawdown Recovery", "0"},
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{"OrderListHash", "4720516462fcabb4db1aead46051cb4a"}
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};
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}
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}
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