/* * 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 QuantConnect.Orders; using QuantConnect.Securities; using QuantConnect.Data.UniverseSelection; using QuantConnect.Interfaces; using System.Collections.Generic; namespace QuantConnect.Algorithm.CSharp { /// /// This example demonstrates how to get access to futures history for a given root symbol. /// It also shows how you can prefilter contracts easily based on expirations, and inspect the futures /// chain to pick a specific contract to trade. /// /// /// /// /// public class BasicTemplateFuturesHistoryAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { // S&P 500 EMini futures private string [] roots = new [] { Futures.Indices.SP500EMini, Futures.Metals.Gold, }; private int _successCount = 0; public override void Initialize() { SetStartDate(2013, 10, 8); SetEndDate(2013, 10, 9); SetCash(1000000); foreach (var root in roots) { // set our expiry filter for this futures chain AddFuture(root, Resolution.Minute).SetFilter(TimeSpan.Zero, TimeSpan.FromDays(182)); } SetBenchmark(d => 1000000); Schedule.On(DateRules.EveryDay(), TimeRules.Every(TimeSpan.FromHours(1)), MakeHistoryCall); } private void MakeHistoryCall() { var history = History(10, Resolution.Minute); if (history.Count() < 10) { throw new Exception($"Empty history at {Time}"); } _successCount++; } public override void OnEndOfAlgorithm() { if (_successCount < 49) { throw new Exception($"Scheduled Event did not assert history call as many times as expected: {_successCount}/49"); } } /// /// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event /// /// The current slice of data keyed by symbol string public override void OnData(Slice slice) { if (!Portfolio.Invested) { foreach (var chain in slice.FutureChains) { foreach (var contract in chain.Value) { Log($"{contract.Symbol.Value}," + $"Bid={contract.BidPrice.ToStringInvariant()} " + $"Ask={contract.AskPrice.ToStringInvariant()} " + $"Last={contract.LastPrice.ToStringInvariant()} " + $"OI={contract.OpenInterest.ToStringInvariant()}" ); } } } } public override void OnSecuritiesChanged(SecurityChanges changes) { foreach (var change in changes.AddedSecurities) { var history = History(change.Symbol, 10, Resolution.Minute); foreach (var data in history.OrderByDescending(x => x.Time).Take(3)) { Log("History: " + data.Symbol.Value + ": " + data.Time + " > " + data.Close); } } } /// /// Order fill event handler. On an order fill update the resulting information is passed to this method. /// /// Order event details containing details of the evemts /// This method can be called asynchronously and so should only be used by seasoned C# experts. Ensure you use proper locks on thread-unsafe objects public override void OnOrderEvent(OrderEvent orderEvent) { Log(orderEvent.ToString()); } /// /// 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 bool CanRunLocally { get; } = true; /// /// This is used by the regression test system to indicate which languages this algorithm is written in. /// public Language[] Languages { get; } = { Language.CSharp, Language.Python }; /// /// This is used by the regression test system to indicate what the expected statistics are from running the algorithm /// public Dictionary ExpectedStatistics => new Dictionary { {"Total Trades", "0"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Net Profit", "0%"}, {"Sharpe Ratio", "0"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0"}, {"Beta", "0"}, {"Annual Standard Deviation", "0"}, {"Annual Variance", "0"}, {"Information Ratio", "0"}, {"Tracking Error", "0"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Fitness Score", "0"}, {"Kelly Criterion Estimate", "0"}, {"Kelly Criterion Probability Value", "0"}, {"Sortino Ratio", "79228162514264337593543950335"}, {"Return Over Maximum Drawdown", "79228162514264337593543950335"}, {"Portfolio Turnover", "0"}, {"Total Insights Generated", "0"}, {"Total Insights Closed", "0"}, {"Total Insights Analysis Completed", "0"}, {"Long Insight Count", "0"}, {"Short Insight Count", "0"}, {"Long/Short Ratio", "100%"}, {"Estimated Monthly Alpha Value", "$0"}, {"Total Accumulated Estimated Alpha Value", "$0"}, {"Mean Population Estimated Insight Value", "$0"}, {"Mean Population Direction", "0%"}, {"Mean Population Magnitude", "0%"}, {"Rolling Averaged Population Direction", "0%"}, {"Rolling Averaged Population Magnitude", "0%"}, {"OrderListHash", "371857150"} }; } }