Files
quantconnect--lean/Engine/DataFeeds/ApiDataProvider.cs
T
Colton Sellers e2a0873b7c Fix Lean Warnings V1 (#5408)
Cleanup all non-breaking warnings
2021-03-22 11:08:48 -07:00

123 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 System.IO;
using QuantConnect.Configuration;
using QuantConnect.Interfaces;
using QuantConnect.Logging;
using QuantConnect.Util;
namespace QuantConnect.Lean.Engine.DataFeeds
{
/// <summary>
/// An instance of the <see cref="IDataProvider"/> that will attempt to retrieve files not present on the filesystem from the API
/// </summary>
public class ApiDataProvider : IDataProvider
{
private readonly int _uid = Config.GetInt("job-user-id", 0);
private readonly string _token = Config.Get("api-access-token", "1");
private readonly string _dataPath = Config.Get("data-folder", "../../../Data/");
private static readonly int DownloadPeriod = Config.GetInt("api-data-update-period", 5);
private readonly Api.Api _api;
/// <summary>
/// Initialize a new instance of the <see cref="ApiDataProvider"/>
/// </summary>
public ApiDataProvider()
{
_api = new Api.Api();
_api.Initialize(_uid, _token, _dataPath);
}
/// <summary>
/// Retrieves data to be used in an algorithm.
/// If file does not exist, an attempt is made to download them from the api
/// </summary>
/// <param name="key">A string representing where the data is stored</param>
/// <returns>A <see cref="Stream"/> of the data requested</returns>
public Stream Fetch(string key)
{
Symbol symbol;
DateTime date;
Resolution resolution;
// Fetch the details of this data request
if (LeanData.TryParsePath(key, out symbol, out date, out resolution))
{
if (!File.Exists(key) || IsOutOfDate(resolution, key))
{
return DownloadData(key, symbol, date, resolution);
}
// Use the file already on the disk
return new FileStream(key, FileMode.Open, FileAccess.Read, FileShare.Read);
}
Log.Error("ApiDataProvider.Fetch(): failed to parse key {0}", key);
return null;
}
/// <summary>
/// Determine if the file is out of date based on configuration and needs to be updated
/// </summary>
/// <param name="resolution">Data resolution</param>
/// <param name="filepath">Path to the file</param>
/// <returns>True if the file is out of date</returns>
/// <remarks>Files are only "out of date" for Hourly/Daily data because this data is stored all in one file</remarks>
public static bool IsOutOfDate(Resolution resolution, string filepath)
{
return resolution >= Resolution.Hour &&
(DateTime.Now - TimeSpan.FromDays(DownloadPeriod)) > File.GetLastWriteTime(filepath);
}
/// <summary>
/// Attempt to download data using the Api for and return a FileStream of that data.
/// </summary>
/// <param name="filepath">Filepath to save too</param>
/// <param name="symbol"></param>
/// <param name="date"></param>
/// <param name="resolution"></param>
/// <returns>A FileStream of the data</returns>
private FileStream DownloadData(string filepath, Symbol symbol, DateTime date, Resolution resolution)
{
Log.Trace("ApiDataProvider.Fetch(): Attempting to get data from QuantConnect.com's data library for symbol({0}), resolution({1}) and date({2}).",
symbol.Value,
resolution,
date.Date.ToShortDateString());
var downloadSuccessful = _api.DownloadData(symbol, resolution, date);
if (downloadSuccessful)
{
Log.Trace("ApiDataProvider.Fetch(): Successfully retrieved data for symbol({0}), resolution({1}) and date({2}).",
symbol.Value,
resolution,
date.Date.ToShortDateString());
return new FileStream(filepath, FileMode.Open, FileAccess.Read, FileShare.Read);
}
// Failed to download
Log.Error("ApiDataProvider.Fetch(): Unable to remotely retrieve data for path {0}. " +
"Please make sure you have the necessary data in your online QuantConnect data library.",
filepath);
return null;
}
}
}