Content-length header not the same as when manually calculating it?
python, python-requests
Solution
The `Content-Length` header reflects the body of the response. That's not the same thing as the length of the `text` or `content` attributes, because the response could be compressed. `requests` decompresses the response for you.
You'd have to bypass a lot of internal plumbing to get the original, compressed, raw content, and then you have to access some more internals if you want the `response` object to still work correctly. The 'easiest' method is to enable streaming, then reading from the raw socket:
from io import BytesIO
r = requests.get(url, stream=True)
# read directly from the raw urllib3 connection
raw_content = r.raw.read()
content_length = len(raw_content)
# replace the internal file-object to serve the data again
r.raw._fp = BytesIO(raw_content)
Demo:
>>> import requests
>>> from io import BytesIO
>>> url = "https://stackoverflow.com"
>>> r = requests.get(url, stream=True)
>>> r.headers['Content-Encoding'] # a compressed response
'gzip'
>>> r.headers['Content-Length'] # the raw response contains 52055 bytes of compressed data
'52055'
>>> r.headers['Content-Type'] # we are served UTF-8 HTML data
'text/html; charset=utf-8'
>>> raw_content = r.raw.read()
>>> len(raw_content) # the raw content body length
52055
>>> r.raw._fp = BytesIO(raw_content)
>>> len(r.content) # the decompressed binary content, byte count
258719
>>> len(r.text) # the Unicode content decoded from UTF-8, character count
258658
This reads the full response into memory, so don't use this if you expect large responses! In that case, you could instead use `shutil.copyfileobj()` to copy the data from the `r.raw` file to a spooled temporary file (which will switch to an on-disk file once a certain size is reached), get the file size of that file, then stuff that file onto `r.raw._fp`.
A function that adds a `Content-Type` header to any request that is missing that header would look like this:
import requests
import shutil
import tempfile
def ensure_content_length(
url, *args, method='GET', session=None, max_size=2**20, # 1Mb
**kwargs
):
kwargs['stream'] = True
session = session or requests.Session()
r = session.request(method, url, *args, **kwargs)
if 'Content-Length' not in r.headers:
# stream content into a temporary file so we can get the real size
spool = tempfile.SpooledTemporaryFile(max_size)
shutil.copyfileobj(r.raw, spool)
r.headers['Content-Length'] = str(spool.tell())
spool.seek(0)
# replace the original socket with our temporary file
r.raw._fp.close()
r.raw._fp = spool
return r
This accepts an existing session, and lets you specify the request method too. Adjust `max_size` as needed for your memory constraints. Demo on `https://github.com`, which lacks a `Content-Length` header:
>>> r = ensure_content_length('https://github.com/')
>>> r
<Response [200]>
>>> r.headers['Content-Length']
'14490'
>>> len(r.content)
54814
Note that if there is no `Content-Encoding` header present or the value for that header is set to `identity`, and the `Content-Length` is available, then just you can rely on `Content-Length` being the full size of the response. That's because then there is obviously no compression applied.
As a side note: you should not use `sys.getsizeof()` if what your are after is the length of a `bytes` or `str` object (the number of bytes or characters in that object). `sys.getsizeof()` gives you the internal memory footprint of a Python object, which covers more than just the number of bytes or characters in that object. See What is the difference between len() and sys.getsizeof() methods in python?
Problem
An answer here (Size of raw response in bytes) says : Just take the `len()` of the content of the response: ``` >>> response = requests.get('https://github.com/') >>> len(response.content) 51671 ``` However doing that does not get the accurate content length. For example check out this python code: ``` import sys import requests def proccessUrl(url): try: r = requests.get(url) print("Correct Content Length: "+r.headers['Content-Length']) print("bytes of r.text : "+str(sys.getsizeof(r.text))) print("bytes of r.content : "+str(sys.getsizeof(r.content))) print("len r.text : "+str(len(r.text))) print("len r.content : "+str(len(r.content))) except Exception as e: print(str(e)) #this url contains a content-length header, we will use that to see if the content length we calculate is the same. proccessUrl("https://stackoverflow.com") ``` If we try and manually calculate the content length and compare it to what is in the header, we get an answer that is much larger? ``` Correct Content Length: 51504 bytes of r.text : 515142 bytes of r.content : 257623 len r.text : 257552 len r.content : 257606 ``` Why does `len(r.content)` not return the correct content length? And how can we manually calculate it accurately if the header is missing?