gzip – Read and write GNU zip files¶

Purpose:	Read and write gzip files.
Python Version:	1.5.2 and later

The gzip module provides a file-like interface to GNU zip files, using zlib to compress and uncompress the data.

Writing Compressed Files¶

The module-level function open() creates an instance of the file-like class GzipFile. The usual methods for writing and reading data are provided. To write data into a compressed file, open the file with mode 'w'.

import gzip
import os

outfilename = 'example.txt.gz'
output = gzip.open(outfilename, 'wb')
try:
    output.write('Contents of the example file go here.\n')
finally:
    output.close()

print outfilename, 'contains', os.stat(outfilename).st_size, 'bytes of compressed data'
os.system('file -b --mime %s' % outfilename)

$ python gzip_write.py
application/x-gzip; charset=binary
example.txt.gz contains 68 bytes of compressed data

Different amounts of compression can be used by passing a compresslevel argument. Valid values range from 1 to 9, inclusive. Lower values are faster and result in less compression. Higher values are slower and compress more, up to a point.

import gzip
import os
import hashlib

def get_hash(data):
    return hashlib.md5(data).hexdigest()

data = open('lorem.txt', 'r').read() * 1024
cksum = get_hash(data)

print 'Level  Size        Checksum'
print '-----  ----------  ---------------------------------'
print 'data   %10d  %s' % (len(data), cksum)

for i in xrange(1, 10):
    filename = 'compress-level-%s.gz' % i
    output = gzip.open(filename, 'wb', compresslevel=i)
    try:
        output.write(data)
    finally:
        output.close()
    size = os.stat(filename).st_size
    cksum = get_hash(open(filename, 'rb').read())
    print '%5d  %10d  %s' % (i, size, cksum)

The center column of numbers in the output of the script is the size in bytes of the files produced. As you see, for this input data, the higher compression values do not necessarily pay off in decreased storage space. Results will vary, depending on the input data.

$ python gzip_compresslevel.py
Level  Size        Checksum
-----  ----------  ---------------------------------
data       754688  e4c0f9433723971563f08a458715119c
    1        9839  0ca6c4998f93c29b041d4a2dd80c9161
    2        8260  f22e8e0298b33117f2a3124f002d3aed
    3        8221  6c1f5a2d28fab9fc7912424066bfe947
    4        4160  cf42e929e84a474b92edf2d05ab77d9f
    5        4160  d2e4948567e9966518d0911b4d22a526
    6        4160  0e02fa7048defdfef90012307e92da96
    7        4160  11599c91ec4fc45dd420a66999a62ec9
    8        4160  109c2059e70e337b2e5c72c268508603
    9        4160  91890da03bbc206db896efd43a698f7a

A GzipFile instance also includes a writelines() method that can be used to write a sequence of strings.

import gzip
import itertools
import os

output = gzip.open('example_lines.txt.gz', 'wb')
try:
    output.writelines(itertools.repeat('The same line, over and over.\n', 10))
finally:
    output.close()

os.system('gzcat example_lines.txt.gz')

$ python gzip_writelines.py
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.

Reading Compressed Data¶

To read data back from previously compressed files, simply open the file with mode 'r'.

import gzip

input_file = gzip.open('example.txt.gz', 'rb')
try:
    print input_file.read()
finally:
    input_file.close()

This example reads the file written by gzip_write.py from the previous section.

$ python gzip_read.py
Contents of the example file go here.

While reading a file, it is also possible to seek and read only part of the data.

import gzip

input_file = gzip.open('example.txt.gz', 'rb')
try:
    print 'Entire file:'
    all_data = input_file.read()
    print all_data
    
    expected = all_data[5:15]
    
    # rewind to beginning
    input_file.seek(0)
    
    # move ahead 5 bytes
    input_file.seek(5)
    print 'Starting at position 5 for 10 bytes:'
    partial = input_file.read(10)
    print partial
    
    print
    print expected == partial
finally:
    input_file.close()

The seek() position is relative to the uncompressed data, so the caller does not even need to know that the data file is compressed.

$ python gzip_seek.py
Entire file:
Contents of the example file go here.

Starting at position 5 for 10 bytes:
nts of the

True

Working with Streams¶

When working with a data stream instead of a file, use the GzipFile class directly to compress or uncompress it. This is useful when the data is being transmitted over a socket or from read an existing (already open) file handle. A StringIO buffer can also be used.

import gzip
from cStringIO import StringIO
import binascii

uncompressed_data = 'The same line, over and over.\n' * 10
print 'UNCOMPRESSED:', len(uncompressed_data)
print uncompressed_data

buf = StringIO()
f = gzip.GzipFile(mode='wb', fileobj=buf)
try:
    f.write(uncompressed_data)
finally:
    f.close()

compressed_data = buf.getvalue()
print 'COMPRESSED:', len(compressed_data)
print binascii.hexlify(compressed_data)

inbuffer = StringIO(compressed_data)
f = gzip.GzipFile(mode='rb', fileobj=inbuffer)
try:
    reread_data = f.read(len(uncompressed_data))
finally:
    f.close()

print
print 'RE-READ:', len(reread_data)
print reread_data

Note

When re-reading the previously compressed data, I pass an explicit length to read(). Leaving the length off resulted in a CRC error, possibly because StringIO returned an empty string before reporting EOF. If you are working with streams of compressed data, you may want to prefix the data with an integer representing the actual amount of data to be read.

$ python gzip_StringIO.py
UNCOMPRESSED: 300
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.

COMPRESSED: 51
1f8b0800c08d7a4c02ff0bc94855284ecc4d55c8c9cc4bd551c82f4b2d5248cc4b0133f4b8424665916401d3e717802c010000

RE-READ: 300
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.
The same line, over and over.

Doug Hellmann

Page Contents

Navigation

This Page

gzip – Read and write GNU zip files¶

Writing Compressed Files¶

Reading Compressed Data¶

Working with Streams¶