/* * 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.Util; using QuantConnect.Logging; using QuantConnect.Interfaces; using QuantConnect.Securities; using System.Collections.Generic; using System.Linq; using QuantConnect.Data.UniverseSelection; using QuantConnect.Data; namespace QuantConnect.Lean.Engine.DataFeeds { /// /// Base backtesting cache provider which will source symbols from local zip files /// public abstract class BacktestingChainProvider { // see https://github.com/QuantConnect/Lean/issues/6384 private static readonly TickType[] DataTypes = new[] { TickType.Quote, TickType.OpenInterest, TickType.Trade }; private static readonly Resolution[] Resolutions = new[] { Resolution.Minute, Resolution.Hour, Resolution.Daily }; private bool _loggedPreviousTradableDate; /// /// The data cache instance to use /// protected IDataCacheProvider DataCacheProvider { get; } /// /// Creates a new instance /// protected BacktestingChainProvider(IDataCacheProvider dataCacheProvider) { DataCacheProvider = dataCacheProvider; } /// /// Get the contract symbols associated with the given canonical symbol and date /// /// The canonical symbol /// The date to search for protected IEnumerable GetSymbols(Symbol canonicalSymbol, DateTime date) { // TODO: This will be removed when all chains (including Futures and FOPs) are file-based instead of zip-entry based if (canonicalSymbol.SecurityType == SecurityType.Option || canonicalSymbol.SecurityType == SecurityType.IndexOption) { return GetOptionSymbols(canonicalSymbol, date); } IEnumerable entries = null; var usedResolution = Resolution.Minute; foreach (var resolution in Resolutions) { usedResolution = resolution; entries = GetZipEntries(canonicalSymbol, date, usedResolution); if (entries != null) { break; } } if (entries == null) { var mhdb = MarketHoursDatabase.FromDataFolder(); if (mhdb.TryGetEntry(canonicalSymbol.ID.Market, canonicalSymbol, canonicalSymbol.SecurityType, out var entry) && !entry.ExchangeHours.IsDateOpen(date)) { if (!_loggedPreviousTradableDate) { _loggedPreviousTradableDate = true; Log.Trace($"BacktestingCacheProvider.GetSymbols(): {date} is not a tradable date for {canonicalSymbol}. When requesting contracts" + $" for non tradable dates, will return contracts of previous tradable date."); } // be user friendly, will return contracts from the previous tradable date return GetSymbols(canonicalSymbol, Time.GetStartTimeForTradeBars(entry.ExchangeHours, date, Time.OneDay, 1, false, entry.DataTimeZone, dailyPreciseEndTime: false)); } if (Log.DebuggingEnabled) { Log.Debug($"BacktestingCacheProvider.GetSymbols(): found no source of contracts for {canonicalSymbol} for date {date.ToString(DateFormat.EightCharacter)} for any tick type"); } return Enumerable.Empty(); } // generate and return the contract symbol for each zip entry return entries .Select(zipEntryName => LeanData.ReadSymbolFromZipEntry(canonicalSymbol, usedResolution, zipEntryName)) .Where(symbol => !IsContractExpired(symbol, date)); } private IEnumerable GetOptionSymbols(Symbol canonicalSymbol, DateTime date) { IHistoryProvider historyProvider = Composer.Instance.GetPart(); var marketHoursDataBase = MarketHoursDatabase.FromDataFolder(); var marketHoursEntry = marketHoursDataBase.GetEntry(canonicalSymbol.ID.Market, canonicalSymbol, canonicalSymbol.SecurityType); date = date.Date; var previousTradingDate = Time.GetStartTimeForTradeBars(marketHoursEntry.ExchangeHours, date, Time.OneDay, 1, extendedMarketHours: false, marketHoursEntry.DataTimeZone); var request = new HistoryRequest( previousTradingDate, date.AddDays(1), typeof(OptionUniverse), canonicalSymbol, Resolution.Daily, marketHoursEntry.ExchangeHours, marketHoursEntry.DataTimeZone, Resolution.Daily, false, false, DataNormalizationMode.Raw, TickType.Quote); var history = historyProvider.GetHistory(new[] { request }, marketHoursEntry.DataTimeZone).ToList(); if (history == null || history.Count == 0) { return Enumerable.Empty(); } return history.GetUniverseData().SelectMany(x => x.Values.Single().Where(x => x.Symbol.SecurityType.IsOption())).Select(x => x.Symbol); } /// /// Helper method to determine if a contract is expired for the requested date /// protected static bool IsContractExpired(Symbol symbol, DateTime date) { return symbol.ID.Date.Date < date.Date; } private IEnumerable GetZipEntries(Symbol canonicalSymbol, DateTime date, Resolution resolution) { foreach (var tickType in DataTypes) { // build the zip file name and fetch it with our provider var zipFileName = LeanData.GenerateZipFilePath(Globals.DataFolder, canonicalSymbol, date, resolution, tickType); try { return DataCacheProvider.GetZipEntries(zipFileName); } catch { // the cache provider will throw if the file isn't available TODO: it's api should be more like TryGetZipEntries } } return null; } } }