/* * 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.Diagnostics; using System.Linq; using System.Threading; using NUnit.Framework; using QuantConnect.Data.Auxiliary; using QuantConnect.Data.UniverseSelection; using QuantConnect.Lean.Engine.DataFeeds; using QuantConnect.Lean.Engine.DataFeeds.Enumerators.Factories; using QuantConnect.Lean.Engine.Results; using QuantConnect.Packets; using QuantConnect.Securities; using QuantConnect.Util; namespace QuantConnect.Tests.Engine.DataFeeds { [TestFixture, Category("TravisExclude")] public class FileSystemDataFeedTests { [Test] public void TestsFileSystemDataFeedSpeed() { var job = new BacktestNodePacket(); var resultHandler = new BacktestingResultHandler(); var mapFileProvider = new LocalDiskMapFileProvider(); var factorFileProvider = new LocalDiskFactorFileProvider(mapFileProvider); var dataProvider = new DefaultDataProvider(); var algorithm = PerformanceBenchmarkAlgorithms.SingleSecurity_Second; var feed = new FileSystemDataFeed(); var marketHoursDatabase = MarketHoursDatabase.FromDataFolder(); var symbolPropertiesDataBase = SymbolPropertiesDatabase.FromDataFolder(); var dataPermissionManager = new DataPermissionManager(); var dataManager = new DataManager(feed, new UniverseSelection( algorithm, new SecurityService(algorithm.Portfolio.CashBook, marketHoursDatabase, symbolPropertiesDataBase, algorithm, RegisteredSecurityDataTypesProvider.Null, new SecurityCacheProvider(algorithm.Portfolio)), dataPermissionManager, new DefaultDataProvider()), algorithm, algorithm.TimeKeeper, marketHoursDatabase, false, RegisteredSecurityDataTypesProvider.Null, dataPermissionManager); algorithm.SubscriptionManager.SetDataManager(dataManager); var synchronizer = new Synchronizer(); synchronizer.Initialize(algorithm, dataManager); feed.Initialize(algorithm, job, resultHandler, mapFileProvider, factorFileProvider, dataProvider, dataManager, synchronizer, dataPermissionManager.DataChannelProvider); algorithm.Initialize(); algorithm.PostInitialize(); var cancellationTokenSource = new CancellationTokenSource(); var count = 0; var stopwatch = Stopwatch.StartNew(); var lastMonth = algorithm.StartDate.Month; foreach (var timeSlice in synchronizer.StreamData(cancellationTokenSource.Token)) { if (timeSlice.Time.Month != lastMonth) { var elapsed = stopwatch.Elapsed.TotalSeconds; var thousands = count / 1000d; Console.WriteLine($"{DateTime.Now} - Time: {timeSlice.Time}: KPS: {thousands / elapsed}"); lastMonth = timeSlice.Time.Month; } count++; } Console.WriteLine("Count: " + count); stopwatch.Stop(); feed.Exit(); dataManager.RemoveAllSubscriptions(); Console.WriteLine($"Elapsed time: {stopwatch.Elapsed} KPS: {count / 1000d / stopwatch.Elapsed.TotalSeconds}"); } [Test] public void TestDataFeedEnumeratorStackSpeed() { var algorithm = PerformanceBenchmarkAlgorithms.SingleSecurity_Second; algorithm.Initialize(); algorithm.PostInitialize(); var dataProvider = new DefaultDataProvider(); var resultHandler = new BacktestingResultHandler(); var mapFileProvider = new LocalDiskMapFileProvider(); var factorFileProvider = new LocalDiskFactorFileProvider(mapFileProvider); var factory = new SubscriptionDataReaderSubscriptionEnumeratorFactory(resultHandler, mapFileProvider, factorFileProvider, dataProvider, true, enablePriceScaling: false); var universe = algorithm.UniverseManager.Single().Value; var security = algorithm.Securities.Single().Value; var securityConfig = security.Subscriptions.First(); var subscriptionRequest = new SubscriptionRequest(false, universe, security, securityConfig, algorithm.StartDate, algorithm.EndDate); var enumerator = factory.CreateEnumerator(subscriptionRequest, dataProvider); var count = 0; var stopwatch = Stopwatch.StartNew(); var lastMonth = algorithm.StartDate.Month; while (enumerator.MoveNext()) { var current = enumerator.Current; if (current == null) { Console.WriteLine("ERROR: Current is null"); continue; } if (current.Time.Month != lastMonth) { var elapsed = stopwatch.Elapsed.TotalSeconds; var thousands = count / 1000d; Console.WriteLine($"{DateTime.Now} - Time: {current.Time}: KPS: {thousands / elapsed}"); lastMonth = current.Time.Month; } count++; } Console.WriteLine("Count: " + count); stopwatch.Stop(); enumerator.Dispose(); factory.DisposeSafely(); Console.WriteLine($"Elapsed time: {stopwatch.Elapsed} KPS: {count / 1000d / stopwatch.Elapsed.TotalSeconds}"); } [Test] public void ChecksMapFileFirstDate() { var algorithm = PerformanceBenchmarkAlgorithms.SingleSecurity_Second; algorithm.Initialize(); algorithm.PostInitialize(); var dataProvider = new DefaultDataProvider(); var resultHandler = new TestResultHandler(); var mapFileProvider = new LocalDiskMapFileProvider(); var factorFileProvider = new LocalDiskFactorFileProvider(mapFileProvider); var factory = new SubscriptionDataReaderSubscriptionEnumeratorFactory(resultHandler, mapFileProvider, factorFileProvider, dataProvider, true, enablePriceScaling: false); var universe = algorithm.UniverseManager.Single().Value; var security = algorithm.AddEquity("AAA", Resolution.Daily); var securityConfig = security.Subscriptions.First(); // start date is before the first date in the map file var subscriptionRequest = new SubscriptionRequest(false, universe, security, securityConfig, new DateTime(2001, 12, 1), new DateTime(2016, 11, 1)); var enumerator = factory.CreateEnumerator(subscriptionRequest, dataProvider); // should initialize the data source reader enumerator.MoveNext(); enumerator.Dispose(); factory.DisposeSafely(); resultHandler.Exit(); var message = ((DebugPacket) resultHandler.Messages.Single()).Message; Assert.IsTrue(message.Equals( "The starting date for symbol AAA, 2001-11-30, has been adjusted to match map file first date 2002-05-22.")); } } }