Python ungzipping stream of bytes?
Here is the situation:
-
I get gzipped xml documents from Amazon S3
import boto from boto.s3.connection import S3Connection from boto.s3.key import Key conn = S3Connection('access Id', 'secret access key') b = conn.get_bucket('mydev.myorg') k = Key(b) k.key('documents/document.xml.gz')
-
I read them in file as
import gzip f = open('/tmp/p', 'w') k.get_file(f) f.close() r = gzip.open('/tmp/p', 'rb') file_content = r.read() r.close()
Question
How can I ungzip the streams directly and read the contents?
I do not want to create temp files, they don't look good.
Solution 1:
Yes, you can use the zlib
module to decompress byte streams:
import zlib
def stream_gzip_decompress(stream):
dec = zlib.decompressobj(32 + zlib.MAX_WBITS) # offset 32 to skip the header
for chunk in stream:
rv = dec.decompress(chunk)
if rv:
yield rv
The offset of 32 signals to the zlib
header that the gzip header is expected but skipped.
The S3 key object is an iterator, so you can do:
for data in stream_gzip_decompress(k):
# do something with the decompressed data
Solution 2:
I had to do the same thing and this is how I did it:
import gzip
f = StringIO.StringIO()
k.get_file(f)
f.seek(0) #This is crucial
gzf = gzip.GzipFile(fileobj=f)
file_content = gzf.read()