Files
quantconnect--lean/Compression/Compression.cs
T
2015-06-20 23:55:17 +02:00

510 lines
19 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 System.Collections.Generic;
using System.Text;
using ICSharpCode.SharpZipLib.Zip;
using ICSharpCode.SharpZipLib.Tar;
using ICSharpCode.SharpZipLib.GZip;
using ICSharpCode.SharpZipLib.Core;
using QuantConnect.Logging;
namespace QuantConnect
{
/// <summary>
/// Compression class manages the opening and extraction of compressed files (zip, tar, tar.gz).
/// </summary>
/// <remarks>QuantConnect's data library is stored in zip format locally on the hard drive.</remarks>
public static class Compression
{
/// <summary>
/// Create a zip file of the supplied file names and string data source
/// </summary>
/// <param name="zipPath">Output location to save the file.</param>
/// <param name="filenamesAndData">File names and data in a dictionary format.</param>
/// <returns>True on successfully creating the zip file.</returns>
public static bool ZipData(string zipPath, Dictionary<string, string> filenamesAndData)
{
var success = true;
var buffer = new byte[4096];
try
{
//Create our output
using (var stream = new ZipOutputStream(File.Create(zipPath)))
{
foreach (var filename in filenamesAndData.Keys)
{
//Create the space in the zip file:
var entry = new ZipEntry(filename);
//Get a Byte[] of the file data:
var file = Encoding.Default.GetBytes(filenamesAndData[filename]);
stream.PutNextEntry(entry);
using (var ms = new MemoryStream(file))
{
int sourceBytes;
do
{
sourceBytes = ms.Read(buffer, 0, buffer.Length);
stream.Write(buffer, 0, sourceBytes);
}
while (sourceBytes > 0);
}
} // End For Each File.
//Close stream:
stream.Finish();
stream.Close();
} // End Using
}
catch (Exception err)
{
Log.Error("QC.Data.ZipData(): " + err.Message);
success = false;
}
return success;
}
/// <summary>
/// Create a zip file of the supplied file names and data using a byte array
/// </summary>
/// <param name="zipPath">Output location to save the file.</param>
/// <param name="filenamesAndData">File names and data in a dictionary format.</param>
/// <returns>True on successfully saving the file</returns>
public static bool ZipData(string zipPath, IReadOnlyDictionary<string, byte[]> filenamesAndData)
{
var success = true;
var buffer = new byte[4096];
try
{
//Create our output
using (var stream = new ZipOutputStream(File.Create(zipPath)))
{
foreach (var filename in filenamesAndData.Keys)
{
//Create the space in the zip file:
var entry = new ZipEntry(filename);
//Get a Byte[] of the file data:
var file = filenamesAndData[filename];
stream.PutNextEntry(entry);
using (var ms = new MemoryStream(file))
{
int sourceBytes;
do
{
sourceBytes = ms.Read(buffer, 0, buffer.Length);
stream.Write(buffer, 0, sourceBytes);
}
while (sourceBytes > 0);
}
} // End For Each File.
//Close stream:
stream.Finish();
stream.Close();
} // End Using
}
catch (Exception err)
{
Log.Error("QC.Data.ZipData(): " + err.Message);
success = false;
}
return success;
}
/// <summary>
/// Uncompress zip data byte array into a dictionary string array of filename-contents.
/// </summary>
/// <param name="zipData">Byte data array of zip compressed information</param>
/// <returns>Uncompressed dictionary string-sting of files in the zip</returns>
public static Dictionary<string, string> UnzipData(byte[] zipData)
{
// Initialize:
var data = new Dictionary<string, string>();
try
{
using (var ms = new MemoryStream(zipData))
{
//Read out the zipped data into a string, save in array:
using (var zipStream = new ZipInputStream(ms))
{
while (true)
{
//Get the next file
var entry = zipStream.GetNextEntry();
if (entry != null)
{
//Read the file into buffer:
var buffer = new byte[entry.Size];
zipStream.Read(buffer, 0, (int)entry.Size);
//Save into array:
data.Add(entry.Name, buffer.GetString());
}
else
{
break;
}
}
} // End Zip Stream.
} // End Using Memory Stream
}
catch (Exception err)
{
Log.Error("Data.UnzipData(): " + err.Message);
}
return data;
}
/// <summary>
/// Compress a given file and delete the original file. Automatically rename the file to name.zip.
/// </summary>
/// <param name="textPath">Path of the original file</param>
/// <param name="deleteOriginal">Boolean flag to delete the original file after completion</param>
/// <returns>String path for the new zip file</returns>
public static string Zip(string textPath, bool deleteOriginal = true)
{
var zipPath = "";
try
{
var buffer = new byte[4096];
zipPath = textPath.Replace(".csv", ".zip");
zipPath = zipPath.Replace(".txt", ".zip");
//Open the zip:
using (var stream = new ZipOutputStream(File.Create(zipPath)))
{
//Zip the text file.
var entry = new ZipEntry(Path.GetFileName(textPath));
stream.PutNextEntry(entry);
using (var fs = File.OpenRead(textPath))
{
int sourceBytes;
do
{
sourceBytes = fs.Read(buffer, 0, buffer.Length);
stream.Write(buffer, 0, sourceBytes);
}
while (sourceBytes > 0);
}
//Close stream:
stream.Finish();
stream.Close();
}
//Delete the old text file:
if (deleteOriginal) File.Delete(textPath);
}
catch (Exception err)
{
Log.Error("QC.Data.Zip(): " + err.Message);
}
return zipPath;
} // End Zip:
public static void Zip(string data, string zipPath, string zipEntry)
{
using (var stream = new ZipOutputStream(File.Create(zipPath)))
{
var entry = new ZipEntry(zipEntry);
stream.PutNextEntry(entry);
var buffer = new byte[4096];
using (var dataReader = new MemoryStream(Encoding.Default.GetBytes(data)))
{
int sourceBytes;
do
{
sourceBytes = dataReader.Read(buffer, 0, buffer.Length);
stream.Write(buffer, 0, sourceBytes);
}
while (sourceBytes > 0);
}
}
}
/// <summary>
/// Zips all files specified to a new zip at the destination path
/// </summary>
public static void ZipFiles(string destination, IEnumerable<string> files)
{
try
{
using (var zipStream = new ZipOutputStream(File.Create(destination)))
{
var buffer = new byte[4096];
foreach (var file in files)
{
if (!File.Exists(file))
{
Log.Trace("ZipFiles(): File does not exist: " + file);
continue;
}
var entry = new ZipEntry(Path.GetFileName(file));
zipStream.PutNextEntry(entry);
using (var fstream = File.OpenRead(file))
{
StreamUtils.Copy(fstream, zipStream, buffer);
}
}
}
}
catch (Exception err)
{
Log.Error(err);
}
}
/// <summary>
/// Streams a local zip file using a streamreader.
/// Important: the caller must call Dispose() on the returned ZipFile instance.
/// </summary>
/// <param name="filename">Location of the original zip file</param>
/// <param name="zip">The ZipFile instance to be returned to the caller</param>
/// <returns>Stream reader of the first file contents in the zip file</returns>
public static StreamReader Unzip(string filename, out Ionic.Zip.ZipFile zip)
{
StreamReader reader = null;
zip = null;
try
{
if (File.Exists(filename))
{
try
{
zip = new Ionic.Zip.ZipFile(filename);
reader = new StreamReader(zip[0].OpenReader());
}
catch (Exception err)
{
Log.Error("QC.Data.Unzip(1): " + err.Message);
if (zip != null) zip.Dispose();
if (reader != null) reader.Close();
}
}
else
{
Log.Error("Data.UnZip(2): File doesn't exist: " + filename);
}
}
catch (Exception err)
{
Log.Error("Data.UnZip(3): " + filename + " >> " + err.Message);
}
return reader;
} // End UnZip
/// <summary>
/// Streams each line from the first zip entry in the specified zip file
/// </summary>
/// <param name="filename">The zip file path to stream</param>
/// <returns>An enumerable containing each line from the first unzipped entry</returns>
public static IEnumerable<string> ReadLines(string filename)
{
if (!File.Exists(filename))
{
Log.Error("Compression.ReadFirstZipEntry(): File does not exist: " + filename);
return null;
}
try
{
return ReadLinesImpl(filename);
}
catch (Exception err)
{
Log.Error(err);
}
return null;
}
private static IEnumerable<string> ReadLinesImpl(string filename)
{
using (var zip = Ionic.Zip.ZipFile.Read(filename))
{
var entry = zip[0];
using (var entryReader = new StreamReader(entry.OpenReader()))
{
while (!entryReader.EndOfStream)
{
yield return entryReader.ReadLine();
}
}
}
}
/// <summary>
/// Unzip a local file and return its contents via streamreader:
/// </summary>
public static StreamReader UnzipStream(Stream zipstream)
{
StreamReader reader = null;
try
{
//Initialise:
MemoryStream file;
//If file exists, open a zip stream for it.
using (var zipStream = new ZipInputStream(zipstream))
{
//Read the file entry into buffer:
var entry = zipStream.GetNextEntry();
var buffer = new byte[entry.Size];
zipStream.Read(buffer, 0, (int)entry.Size);
//Load the buffer into a memory stream.
file = new MemoryStream(buffer);
}
//Open the memory stream with a stream reader.
reader = new StreamReader(file);
}
catch (Exception err)
{
Log.Error(err, "Data.UnZip(): Stream >> " + err.Message);
}
return reader;
} // End UnZip
/// <summary>
/// Unzip a local file and return its contents via streamreader to a local the same location as the ZIP.
/// </summary>
/// <param name="zipFile">Location of the zip on the HD</param>
/// <returns>List of unzipped file names</returns>
public static List<string> UnzipToFolder(string zipFile)
{
//1. Initialize:
var files = new List<string>();
var outFolder = zipFile.Substring(0, zipFile.LastIndexOf(Path.DirectorySeparatorChar));
ZipFile zf = null;
try
{
var fs = File.OpenRead(zipFile);
zf = new ZipFile(fs);
foreach (ZipEntry zipEntry in zf)
{
//Ignore Directories
if (!zipEntry.IsFile) continue;
//Remove the folder from the entry
var entryFileName = Path.GetFileName(zipEntry.Name);
if (entryFileName == null) continue;
var buffer = new byte[4096]; // 4K is optimum
var zipStream = zf.GetInputStream(zipEntry);
// Manipulate the output filename here as desired.
var fullZipToPath = Path.Combine(outFolder, entryFileName);
//Save the file name for later:
files.Add(fullZipToPath);
//Log.Trace("Data.UnzipToFolder(): Input File: " + zipFile + ", Output Directory: " + fullZipToPath);
//Copy the data in buffer chunks
using (var streamWriter = File.Create(fullZipToPath))
{
StreamUtils.Copy(zipStream, streamWriter, buffer);
}
}
}
finally
{
if (zf != null)
{
zf.IsStreamOwner = true; // Makes close also shut the underlying stream
zf.Close(); // Ensure we release resources
}
}
return files;
} // End UnZip
/// <summary>
/// Extracts all file from a zip archive and copies them to a destination folder.
/// </summary>
/// <param name="source">The source zip file.</param>
/// <param name="destination">The destination folder to extract the file to.</param>
public static void UnTarFiles(string source, string destination)
{
var inStream = File.OpenRead(source);
var tarArchive = TarArchive.CreateInputTarArchive(inStream);
tarArchive.ExtractContents(destination);
tarArchive.Close();
inStream.Close();
}
/// <summary>
/// Extract tar.gz files to disk
/// </summary>
/// <param name="source">Tar.gz source file</param>
/// <param name="destination">Location folder to unzip to</param>
public static void UnTarGzFiles(string source, string destination)
{
var inStream = File.OpenRead(source);
var gzipStream = new GZipInputStream(inStream);
var tarArchive = TarArchive.CreateInputTarArchive(gzipStream);
tarArchive.ExtractContents(destination);
tarArchive.Close();
gzipStream.Close();
inStream.Close();
}
/// <summary>
/// Creates the entry name for a QC zip data file
/// </summary>
public static string CreateZipEntryName(string symbol, SecurityType securityType, DateTime date, Resolution resolution)
{
if (resolution == Resolution.Hour || resolution == Resolution.Daily)
{
return symbol + ".csv";
}
if (securityType == SecurityType.Forex)
{
return String.Format("{0}_{1}_{2}_quote.csv", date.ToString(DateFormat.EightCharacter), symbol.ToLower(), resolution.ToString().ToLower());
}
return String.Format("{0}_{1}_{2}_trade.csv", date.ToString(DateFormat.EightCharacter), symbol.ToLower(), resolution.ToString().ToLower());
}
/// <summary>
/// Creates the zip file name for a QC zip data file
/// </summary>
public static string CreateZipFileName(string symbol, SecurityType securityType, DateTime date, Resolution resolution)
{
if (resolution == Resolution.Hour || resolution == Resolution.Daily)
{
return symbol + ".zip";
}
var zipFileName = date.ToString(DateFormat.EightCharacter);
if (securityType == SecurityType.Forex)
{
return zipFileName + "_quote.zip";
}
return zipFileName + "_trade.zip";
}
} // End OS Class
} // End QC Namespace