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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*/
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using QuantConnect.Data;
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using QuantConnect.Data.UniverseSelection;
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using QuantConnect.Interfaces;
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using QuantConnect.Securities;
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using QuantConnect.Securities.Future;
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namespace QuantConnect.Algorithm.CSharp
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{
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/// <summary>
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/// This example demonstrates how to add futures with daily resolution.
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/// </summary>
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/// <meta name="tag" content="using data" />
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/// <meta name="tag" content="benchmarks" />
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/// <meta name="tag" content="futures" />
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public class BasicTemplateFuturesDailyAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
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{
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protected virtual Resolution Resolution => Resolution.Daily;
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protected virtual bool ExtendedMarketHours => false;
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// S&P 500 EMini futures
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private const string RootSP500 = Futures.Indices.SP500EMini;
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// Gold futures
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private const string RootGold = Futures.Metals.Gold;
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private Future _futureSP500;
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private Future _futureGold;
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/// <summary>
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/// Initialize your algorithm and add desired assets.
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/// </summary>
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public override void Initialize()
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{
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SetStartDate(2013, 10, 08);
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SetEndDate(2014, 10, 10);
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SetCash(1000000);
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_futureSP500 = AddFuture(RootSP500, Resolution, extendedMarketHours: ExtendedMarketHours);
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_futureGold = AddFuture(RootGold, Resolution, extendedMarketHours: ExtendedMarketHours);
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// set our expiry filter for this futures chain
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// SetFilter method accepts TimeSpan objects or integer for days.
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// The following statements yield the same filtering criteria
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_futureSP500.SetFilter(TimeSpan.Zero, TimeSpan.FromDays(182));
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_futureGold.SetFilter(0, 182);
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}
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/// <summary>
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/// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event
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/// </summary>
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/// <param name="slice">The current slice of data keyed by symbol string</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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foreach(var chain in slice.FutureChains)
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{
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// find the front contract expiring no earlier than in 90 days
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var contract = (
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from futuresContract in chain.Value.OrderBy(x => x.Expiry)
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where futuresContract.Expiry > Time.Date.AddDays(90)
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select futuresContract
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).FirstOrDefault();
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// if found, trade it.
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// Also check if exchange is open for regular or extended hours. Since daily data comes at 8PM, this allows us prevent the
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// algorithm from trading on friday when there is not after-market.
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if (contract != null)
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{
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MarketOrder(contract.Symbol, 1);
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}
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}
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}
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// Same as above, check for cases like trading on a friday night.
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else if (Securities.Values.Where(x => x.Invested).All(x => x.Exchange.Hours.IsOpen(Time, true)))
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{
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Liquidate();
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}
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foreach (var changedEvent in slice.SymbolChangedEvents.Values)
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{
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if (Time.TimeOfDay != TimeSpan.Zero)
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{
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throw new RegressionTestException($"{Time} unexpected symbol changed event {changedEvent}!");
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}
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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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if (changes.RemovedSecurities.Count > 0 &&
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Portfolio.Invested &&
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Securities.Values.Where(x => x.Invested).All(x => x.Exchange.Hours.IsOpen(Time, true)))
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{
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Liquidate();
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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 virtual 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 virtual 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 virtual long DataPoints => 5876;
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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 virtual 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 virtual Dictionary<string, string> ExpectedStatistics => new Dictionary<string, string>
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{
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{"Total Orders", "22"},
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{"Average Win", "0.24%"},
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{"Average Loss", "-0.49%"},
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{"Compounding Annual Return", "-0.252%"},
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{"Drawdown", "0.300%"},
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{"Expectancy", "-0.258"},
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{"Start Equity", "1000000"},
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{"End Equity", "997465.73"},
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{"Net Profit", "-0.253%"},
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{"Sharpe Ratio", "-5.753"},
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{"Sortino Ratio", "-1.032"},
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{"Probabilistic Sharpe Ratio", "0.000%"},
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{"Loss Rate", "50%"},
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{"Win Rate", "50%"},
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{"Profit-Loss Ratio", "0.48"},
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{"Alpha", "-0.009"},
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{"Beta", "0"},
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{"Annual Standard Deviation", "0.002"},
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{"Annual Variance", "0"},
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{"Information Ratio", "-1.381"},
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{"Tracking Error", "0.089"},
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{"Treynor Ratio", "-19.581"},
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{"Total Fees", "$6.77"},
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{"Estimated Strategy Capacity", "$290000000.00"},
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{"Lowest Capacity Asset", "GC VOFJUCDY9XNH"},
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{"Portfolio Turnover", "0.12%"},
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{"Drawdown Recovery", "0"},
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{"OrderListHash", "140ff4560d532192be3041846667deca"}
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};
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}
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}
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