Python - mechanism to identify compressed file type and uncompress
This page has a list of "magic" file signatures. Grab the ones you need and put them in a dict like below. Then we need a function that matches the dict keys with the start of the file. I've written a suggestion, though it can be optimized by preprocessing the magic_dict
into e.g. one giant compiled regexp.
magic_dict = {
"\x1f\x8b\x08": "gz",
"\x42\x5a\x68": "bz2",
"\x50\x4b\x03\x04": "zip"
}
max_len = max(len(x) for x in magic_dict)
def file_type(filename):
with open(filename) as f:
file_start = f.read(max_len)
for magic, filetype in magic_dict.items():
if file_start.startswith(magic):
return filetype
return "no match"
This solution should be cross-plattform and is of course not dependent on file name extension, but it may give false positives for files with random content that just happen to start with some specific magic bytes.
This is a complex question that depends on a number of factors: the most important being how portable your solution needs to be.
The basics behind finding the file type given a file is to find an identifying header in the file, usually something called a "magic sequence" or signature header, which identifies that a file is of a certain type. Its name or extension is usually not used if it can be avoided. For some files, Python has this built in. For example, to deal with .tar
files, you can use the tarfile
module, which has a convenient is_tarfile
method. There is a similar module named zipfile
. These modules will also let you extract files in pure Python.
For example:
f = file('myfile','r')
if zipfile.is_zipfile(f):
zip = zipfile.ZipFile(f)
zip.extractall('/dest/dir')
elif tarfile.is_tarfile(f):
...
If your solution is Linux or OSX only, there is also the file
command which will do a lot of the work for you. You can also use the built-in tools to uncompress the files. If you are just doing a simple script, this method is simpler and will give you better performance.
Based on lazyr's answer and my comment, here is what I mean:
class CompressedFile (object):
magic = None
file_type = None
mime_type = None
proper_extension = None
def __init__(self, f):
# f is an open file or file like object
self.f = f
self.accessor = self.open()
@classmethod
def is_magic(self, data):
return data.startswith(self.magic)
def open(self):
return None
import zipfile
class ZIPFile (CompressedFile):
magic = '\x50\x4b\x03\x04'
file_type = 'zip'
mime_type = 'compressed/zip'
def open(self):
return zipfile.ZipFile(self.f)
import bz2
class BZ2File (CompressedFile):
magic = '\x42\x5a\x68'
file_type = 'bz2'
mime_type = 'compressed/bz2'
def open(self):
return bz2.BZ2File(self.f)
import gzip
class GZFile (CompressedFile):
magic = '\x1f\x8b\x08'
file_type = 'gz'
mime_type = 'compressed/gz'
def open(self):
return gzip.GzipFile(self.f)
# factory function to create a suitable instance for accessing files
def get_compressed_file(filename):
with file(filename, 'rb') as f:
start_of_file = f.read(1024)
f.seek(0)
for cls in (ZIPFile, BZ2File, GZFile):
if cls.is_magic(start_of_file):
return cls(f)
return None
filename='test.zip'
cf = get_compressed_file(filename)
if cf is not None:
print filename, 'is a', cf.mime_type, 'file'
print cf.accessor
Can now access the compressed data using cf.accessor
. All the modules provide similar methods like 'read()', 'write()', etc. to do this.