Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Using Requests library to make asynchronous requests with Python 3.7

I need to make asynchronous requests using the Requests library. In Python 3.7 if I try from requests import async I get SyntaxError: invalid syntax.

async has become a reserved with in Python 3.7. How to I get around this situation?

like image 769
sigmus Avatar asked Aug 03 '18 14:08

sigmus


2 Answers

Lukasa who is with the requests lib said:

At the current time there are no plans to support async and await. This is not because they aren't a good idea: they are. It's because to use them requires quite substantial code changes. Right now requests is a purely synchronous library that, at the bottom of its stack, uses httplib to send and receive data. We cannot move to an async model unless we replace httplib. The best we could do is provide a shorthand to run a request in a thread, but asyncio already has just such a shorthand, so I don't believe it would be valuable. Right now I am quietly looking at whether we can rewrite requests to work just as well in a synchronous environment as in an async one. However, the reality is that doing so will be a lot of work, involving rewriting a lot of our stack, and may not happen for many years, if ever.

But don't worry aiohttp is very similar to requests.

Here's an example.

import aiohttp
import asyncio

async def fetch(session, url):
    async with session.get(url) as response:
        return await response.text()

async def main():
    async with aiohttp.ClientSession() as session:
        html = await fetch(session, 'http://python.org')
        print(html)

if __name__ == '__main__':
    loop = asyncio.get_event_loop()
    loop.run_until_complete(main())
like image 154
spedy Avatar answered Oct 21 '22 11:10

spedy


You can use asyncio to make asynchronous requests. Here is an example:

import asyncio
import requests

async def main():
    loop = asyncio.get_event_loop()
    futures = [
        loop.run_in_executor(
            None, 
            requests.get, 
            'http://example.org/'
        )
        for i in range(20)
    ]
    for response in await asyncio.gather(*futures):
        pass

loop = asyncio.get_event_loop()
loop.run_until_complete(main())
like image 36
zbys Avatar answered Oct 21 '22 11:10

zbys