/* * 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 QuantConnect.Data; using QuantConnect.Interfaces; using System.Collections.Generic; using QuantConnect.Data.UniverseSelection; namespace QuantConnect.Lean.Engine.DataFeeds.Enumerators.Factories { /// /// Provides an implementation of that reads /// an entire into a single /// to be emitted on the tradable date at midnight /// /// This enumerator factory is currently only used in backtesting with coarse data public class BaseDataCollectionSubscriptionEnumeratorFactory : ISubscriptionEnumeratorFactory { private IObjectStore _objectStore; /// /// Instanciates a new /// /// The object store to use public BaseDataCollectionSubscriptionEnumeratorFactory(IObjectStore objectStore) { _objectStore = objectStore; } /// /// Creates an enumerator to read the specified request /// /// The subscription request to be read /// Provider used to get data when it is not present on disk /// An enumerator reading the subscription request public IEnumerator CreateEnumerator(SubscriptionRequest request, IDataProvider dataProvider) { using (var dataCacheProvider = new SingleEntryDataCacheProvider(dataProvider)) { var configuration = request.Configuration; var sourceFactory = (BaseData)Activator.CreateInstance(request.Configuration.Type); // Behaves in the same way as in live trading // (i.e. only emit coarse data on dates following a trading day) // The shifting of dates is needed to ensure we never emit coarse data on the same date, // because it would enable look-ahead bias. foreach (var date in request.TradableDaysInDataTimeZone) { var source = sourceFactory.GetSource(configuration, date, false); var factory = SubscriptionDataSourceReader.ForSource(source, dataCacheProvider, configuration, date, false, sourceFactory, dataProvider, _objectStore); var coarseFundamentalForDate = factory.Read(source); // shift all date of emitting the file forward one day to model emitting coarse midnight the next day. yield return new BaseDataCollection(date.AddDays(1), configuration.Symbol, coarseFundamentalForDate); } } } } }