CODEWITHSUNDEEP
pythonasynchronousurllib2geventpython-requests
user12397901
user12397901

Reputation: 460

how enable requests async mode?

for this code:

import sys

import gevent
from gevent import monkey

monkey.patch_all()

import requests
import urllib2

def worker(url, use_urllib2=False):
    if use_urllib2:
        content = urllib2.urlopen(url).read().lower()
    else:
        content = requests.get(url, prefetch=True).content.lower()
    title = content.split('<title>')[1].split('</title>')[0].strip()

urls = ['http://www.mail.ru']*5

def by_requests():
    jobs = [gevent.spawn(worker, url) for url in urls]
    gevent.joinall(jobs)

def by_urllib2():
    jobs = [gevent.spawn(worker, url, True) for url in urls]
    gevent.joinall(jobs)

if __name__=='__main__':
    from timeit import Timer
    t = Timer(stmt="by_requests()", setup="from __main__ import by_requests")  
    print 'by requests: %s seconds'%t.timeit(number=3)
    t = Timer(stmt="by_urllib2()", setup="from __main__ import by_urllib2")  
    print 'by urllib2: %s seconds'%t.timeit(number=3)
    sys.exit(0)

this result: 

by requests: 18.3397213892 seconds
by urllib2: 2.48605842363 seconds

in sniffer it looks this:

description: first 5 requests are sended by requests library, next 5 requests are sended by urllib2 library. red - is time when work was freeze, dark - when data receiving... wtf?!

How it posible if socket library patched and libraries must work identically? How use requests without requests.async for asynchronious work?

Upvotes: 19

Views: 25429

Answers (5)

selfboot
selfboot

Reputation: 1520

From the requests doc Blocking Or Non-Blocking:

If you are concerned about the use of blocking IO, there are lots of projects out there that combine Requests with one of Python's asynchronicity frameworks. Two excellent examples are grequests and requests-futures.

Upvotes: 2

user12397901
user12397901

Reputation: 460

Sorry Kenneth Reitz. His library is wonderful.

I am stupid. I need select monkey patch for httplib like this:

gevent.monkey.patch_all(httplib=True)

Because patch for httplib is disabled by default.

Upvotes: 15

Phani
Phani

Reputation: 3325

As was pointed out by Kenneth, another thing we can do is to let the requests module handle the asynchronous part. I've made changes to your code accordingly. Again, for me, the results show consistently that requests module performs better than urllib2

Doing this means that we cannot "thread" the call back part. But that should be okay, because the major gain should only be expected with the HTTP requests due to the request/response delay.

import sys

import gevent
from gevent import monkey

monkey.patch_all()

import requests
from requests import async
import urllib2

def call_back(resp):
    content = resp.content
    title = content.split('<title>')[1].split('</title>')[0].strip()
    return title

def worker(url, use_urllib2=False):
    if use_urllib2:
        content = urllib2.urlopen(url).read().lower()
        title = content.split('<title>')[1].split('</title>')[0].strip()

    else:
        rs = [async.get(u) for u in url]
        resps = async.map(rs)
        for resp in resps:
            call_back(resp) 

urls = ['http://www.mail.ru']*5

def by_requests():
    worker(urls)
def by_urllib2():
    jobs = [gevent.spawn(worker, url, True) for url in urls]
    gevent.joinall(jobs)

if __name__=='__main__':
    from timeit import Timer
    t = Timer(stmt="by_requests()", setup="from __main__ import by_requests")
    print 'by requests: %s seconds'%t.timeit(number=3)
    t = Timer(stmt="by_urllib2()", setup="from __main__ import by_urllib2")
    print 'by urllib2: %s seconds'%t.timeit(number=3)
    sys.exit(0)

Here's one of my results:

by requests: 2.44117593765 seconds
by urllib2: 4.41298294067 seconds

Upvotes: 7

Kenneth Reitz
Kenneth Reitz

Reputation: 8846

Requests has gevent support integrated into the codebase:

http://docs.python-requests.org/en/latest/user/advanced/#asynchronous-requests

Upvotes: 6

Phani
Phani

Reputation: 3325

I ran your code on my machine (python 2.7.1, gevent 0.13.0, requests 0.10.6). It turned out that the time was always a good second or two faster when using the requests module . What versions are you using? An upgrade might simply solve the issue for you.

by requests: 3.7847161293 seconds
by urllib2: 4.92611193657 seconds

by requests: 2.90777993202 seconds
by urllib2: 7.99798607826 seconds

Upvotes: 2

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