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LeanDataReader.cs
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LeanDataReader.cs
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/*
* 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.Collections.Generic;
using Ionic.Zip;
using QuantConnect.Data;
using QuantConnect.Util;
namespace QuantConnect.ToolBox
{
/// <summary>
/// This class reads data directly from disk and returns the data without the data
/// entering the Lean data enumeration stack
/// </summary>
public class LeanDataReader
{
private readonly DateTime _date;
private readonly string _zipPath;
private readonly string _zipentry;
private readonly SubscriptionDataConfig _config;
/// <summary>
/// The LeanDataReader constructor
/// </summary>
/// <param name="config">The <see cref="SubscriptionDataConfig"/></param>
/// <param name="symbol">The <see cref="Symbol"/> that will be read</param>
/// <param name="resolution">The <see cref="Resolution"/> that will be read</param>
/// <param name="date">The <see cref="DateTime"/> that will be read</param>
/// <param name="dataFolder">The root data folder</param>
public LeanDataReader(SubscriptionDataConfig config, Symbol symbol, Resolution resolution, DateTime date, string dataFolder)
{
_date = date;
_zipPath = LeanData.GenerateZipFilePath(dataFolder, symbol, date, resolution, config.TickType);
_zipentry = LeanData.GenerateZipEntryName(symbol, date, resolution, config.TickType);
_config = config;
}
/// <summary>
/// Enumerate over the tick zip file and return a list of BaseData.
/// </summary>
/// <returns>IEnumerable of ticks</returns>
public IEnumerable<BaseData> Parse()
{
var factory = (BaseData) ObjectActivator.GetActivator(_config.Type).Invoke(new object[0]);
ZipFile zipFile;
using (var unzipped = Compression.Unzip(_zipPath,_zipentry, out zipFile))
{
if (unzipped == null)
yield break;
string line;
while ((line = unzipped.ReadLine()) != null)
{
yield return factory.Reader(_config, line, _date, false);
}
}
zipFile.Dispose();
}
}
}