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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using System;
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using QuantConnect.Util;
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using QuantConnect.Logging;
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using System.Threading.Tasks;
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using QuantConnect.Interfaces;
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using System.Collections.Generic;
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namespace QuantConnect.Data.Auxiliary
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{
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/// <summary>
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/// Provides an implementation of <see cref="IFactorFileProvider"/> that searches the local disk for a zip file containing all factor files
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/// </summary>
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public class LocalZipFactorFileProvider : IFactorFileProvider
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{
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private readonly object _lock;
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private IDataProvider _dataProvider;
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private IMapFileProvider _mapFileProvider;
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private Dictionary<AuxiliaryDataKey, bool> _seededMarket;
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private readonly Dictionary<Symbol, IFactorProvider> _factorFiles;
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/// <summary>
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/// The cached refresh period for the factor files
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/// </summary>
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/// <remarks>Exposed for testing</remarks>
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protected virtual TimeSpan CacheRefreshPeriod
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{
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get
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{
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var dueTime = Time.GetNextLiveAuxiliaryDataDueTime();
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if (dueTime > TimeSpan.FromMinutes(10))
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{
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// Clear the cache before the auxiliary due time to avoid race conditions with consumers
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return dueTime - TimeSpan.FromMinutes(10);
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}
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return dueTime;
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}
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}
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/// <summary>
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/// Creates a new instance of the <see cref="LocalZipFactorFileProvider"/> class.
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/// </summary>
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public LocalZipFactorFileProvider()
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{
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_factorFiles = new Dictionary<Symbol, IFactorProvider>();
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_seededMarket = new Dictionary<AuxiliaryDataKey, bool>();
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_lock = new object();
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}
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/// <summary>
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/// Initializes our FactorFileProvider by supplying our mapFileProvider
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/// and dataProvider
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/// </summary>
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/// <param name="mapFileProvider">MapFileProvider to use</param>
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/// <param name="dataProvider">DataProvider to use</param>
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public void Initialize(IMapFileProvider mapFileProvider, IDataProvider dataProvider)
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{
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if (_mapFileProvider != null || _dataProvider != null)
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{
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return;
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}
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_mapFileProvider = mapFileProvider;
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_dataProvider = dataProvider;
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StartExpirationTask();
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}
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/// <summary>
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/// Gets a <see cref="FactorFile{T}"/> instance for the specified symbol, or null if not found
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/// </summary>
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/// <param name="symbol">The security's symbol whose factor file we seek</param>
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/// <returns>The resolved factor file, or null if not found</returns>
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public IFactorProvider Get(Symbol symbol)
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{
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symbol = symbol.GetFactorFileSymbol();
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var key = AuxiliaryDataKey.Create(symbol);
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lock (_lock)
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{
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if (!_seededMarket.ContainsKey(key))
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{
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HydrateFactorFileFromLatestZip(key);
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_seededMarket[key] = true;
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}
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IFactorProvider factorFile;
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if (!_factorFiles.TryGetValue(symbol, out factorFile))
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{
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// Could not find factor file for symbol
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Log.Error($"LocalZipFactorFileProvider.Get({symbol}): No factor file found.");
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_factorFiles[symbol] = factorFile = symbol.GetEmptyFactorFile();
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}
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return factorFile;
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}
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}
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/// <summary>
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/// Helper method that will clear any cached factor files in a daily basis, this is useful for live trading
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/// </summary>
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protected virtual void StartExpirationTask()
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{
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lock (_lock)
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{
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// we clear the seeded markets so they are reloaded
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_seededMarket = new Dictionary<AuxiliaryDataKey, bool>();
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}
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_ = Task.Delay(CacheRefreshPeriod).ContinueWith(_ => StartExpirationTask());
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}
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/// Hydrate the <see cref="_factorFiles"/> from the latest zipped factor file on disk
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private void HydrateFactorFileFromLatestZip(AuxiliaryDataKey key)
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{
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var market = key.Market;
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// start the search with yesterday, today's file will be available tomorrow
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var todayNewYork = DateTime.UtcNow.ConvertFromUtc(TimeZones.NewYork).Date;
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var date = todayNewYork.AddDays(-1);
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var count = 0;
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do
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{
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var factorFilePath = FactorFileZipHelper.GetFactorFileZipFileName(market, date, key.SecurityType);
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// Fetch a stream for our zip from our data provider
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var stream = _dataProvider.Fetch(factorFilePath);
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// If the file was found we can read the file
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if (stream != null)
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{
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var mapFileResolver = _mapFileProvider.Get(key);
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foreach (var keyValuePair in FactorFileZipHelper.ReadFactorFileZip(stream, mapFileResolver, market, key.SecurityType))
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{
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// we merge with existing, this will allow to hold multiple markets
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_factorFiles[keyValuePair.Key] = keyValuePair.Value;
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}
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stream.DisposeSafely();
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Log.Trace($"LocalZipFactorFileProvider.Get({market}): Fetched factor files for: {date.ToShortDateString()} NY");
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return;
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}
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// Otherwise we will search back another day
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Log.Debug($"LocalZipFactorFileProvider.Get({market}): No factor file found for date {date.ToShortDateString()}");
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// prevent infinite recursion if something is wrong
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if (count++ > 7)
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{
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throw new InvalidOperationException($"LocalZipFactorFileProvider.Get(): Could not find any factor files going all the way back to {date} for {market}");
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}
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date = date.AddDays(-1);
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}
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while (true);
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}
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}
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}
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