A multi-threading implementation of Python gzip module
A multi-threading implement of Python gzip module
Using a block indexed GZIP file format to enable compress and decompress in parallel. This implement use 'FEXTRA' to record the index of compressed member, which is defined in offical GZIP file format specification version 4.3, so it is fully compatible with normal GZIP implement.
This module is ~25X faster for compression and ~7X faster for decompression (limited by IO and Python implementation) with a 24 CPUs computer.
In theoretical, compression and decompression acceleration should be linear according to the CPU cores. In fact, the performance is limited by IO and program language implementation.
Use same method as gzip module
import mgzip s = "a big string..." ## Use 8 threads to compress. ## None or 0 means using all CPUs (default) ## Compression block size is set to 200MB with mgzip.open("test.txt.gz", "wt", thread=8, blocksize=2*10**8) as fw: fw.write(s) with mgzip.open("test.txt.gz", "rt", thread=8) as fr: assert fr.read(len(s)) == s
Brenchmarked on a 24 cores, 48 threads server (Xeon(R) CPU E5-2650 v4 @ 2.20GHz) with 8.0GB FASTQ text file.
Using parameters thread=42 and blocksize=200000000
This package only replace the 'GzipFile' class and 'open', 'compress', 'decompress' functions of standard gzip module. It is not well tested for other class and function.
As the first release version, some features are not yet supported, such as seek() and tell(). Any contribution or improvement is appreciated.
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
|Filename, size||File type||Python version||Upload date||Hashes|
|Filename, size mgzip-0.2.1.tar.gz (9.6 kB)||File type Source||Python version None||Upload date||Hashes View|