Files
quantconnect--lean/Engine/DataFeeds/BacktestingChainProvider.cs
T
Jhonathan Abreu eb43d0b110 Add FuturesChains API to QC algorithm
Also refactor future chain provider to use the new FutureUniverse instead of zip file names
2024-12-23 10:51:04 -04:00

119 lines
5.0 KiB
C#

/*
* 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
{
/// <summary>
/// Base backtesting cache provider which will source symbols from local zip files
/// </summary>
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;
/// <summary>
/// The data cache instance to use
/// </summary>
protected IDataCacheProvider DataCacheProvider { get; }
/// <summary>
/// Creates a new instance
/// </summary>
protected BacktestingChainProvider(IDataCacheProvider dataCacheProvider)
{
DataCacheProvider = dataCacheProvider;
}
/// <summary>
/// Get the contract symbols associated with the given canonical symbol and date
/// </summary>
/// <param name="canonicalSymbol">The canonical symbol</param>
/// <param name="date">The date to search for</param>
protected IEnumerable<Symbol> 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.IsOption())
{
return GetOptionSymbols(canonicalSymbol, date);
}
return GetFutureSymbols(canonicalSymbol, date);
}
private static IEnumerable<Symbol> GetOptionSymbols(Symbol canonicalSymbol, DateTime date)
{
return GetChainSymbols(canonicalSymbol, date).Where(symbol => symbol.SecurityType.IsOption());
}
private static IEnumerable<Symbol> GetFutureSymbols(Symbol canonicalSymbol, DateTime date)
{
return GetChainSymbols(canonicalSymbol, date);
}
private static IEnumerable<Symbol> GetChainSymbols(Symbol canonicalSymbol, DateTime date)
{
var historyProvider = Composer.Instance.GetPart<IHistoryProvider>();
var marketHoursDataBase = MarketHoursDatabase.FromDataFolder();
var universeType = canonicalSymbol.SecurityType.IsOption() ? typeof(OptionUniverse) : typeof(FutureUniverse);
// Use this GetEntry extension method since it's data type dependent, so we get the correct entry for the option universe
var marketHoursEntry = marketHoursDataBase.GetEntry(canonicalSymbol, new[] { universeType });
var previousTradingDate = Time.GetStartTimeForTradeBars(marketHoursEntry.ExchangeHours, date, Time.OneDay, 1,
extendedMarketHours: false, marketHoursEntry.DataTimeZone);
var request = new HistoryRequest(
previousTradingDate.ConvertToUtc(marketHoursEntry.ExchangeHours.TimeZone),
date.ConvertToUtc(marketHoursEntry.ExchangeHours.TimeZone),
universeType,
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<Symbol>();
}
return history.GetUniverseData().SelectMany(x => x.Values.Single()).Select(x => x.Symbol);
}
/// <summary>
/// Helper method to determine if a contract is expired for the requested date
/// </summary>
protected static bool IsContractExpired(Symbol symbol, DateTime date)
{
return symbol.ID.Date.Date < date.Date;
}
}
}