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Python異步框架有哪些?

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Python是一種非常流行的編程語(yǔ)言,其簡(jiǎn)潔易讀的語(yǔ)法和豐富的庫(kù)使得它在各種應(yīng)用領(lǐng)域都有廣泛的應(yīng)用,Python的同步執(zhí)行方式在處理高并發(fā)、I/O密集型任務(wù)時(shí)可能會(huì)遇到瓶頸,為了解決這個(gè)問(wèn)題,Python提供了異步編程的支持,本文將介紹一些常用的Python異步框架,包括asyncio、Tornado、Twisted和aiohttp等。
1、asyncio
asyncio是Python 3.4版本引入的標(biāo)準(zhǔn)庫(kù),它提供了一種基于事件循環(huán)的異步編程模型,asyncio的主要特點(diǎn)是簡(jiǎn)單易用,可以輕松地編寫(xiě)高性能的異步代碼,要使用asyncio,首先需要定義一個(gè)異步函數(shù),使用async def關(guān)鍵字聲明,然后在異步函數(shù)內(nèi)部,可以使用await關(guān)鍵字調(diào)用其他異步函數(shù)或協(xié)程對(duì)象,通過(guò)事件循環(huán)來(lái)調(diào)度這些異步任務(wù)的執(zhí)行。
下面是一個(gè)簡(jiǎn)單的asyncio示例:
import asyncio
async def foo():
print('Start foo')
await asyncio.sleep(1)
print('End foo')
async def bar():
print('Start bar')
await asyncio.sleep(2)
print('End bar')
async def main():
tasks = [foo(), bar()]
await asyncio.gather(*tasks)
asyncio.run(main())
2、Tornado
Tornado是一個(gè)用于Web開(kāi)發(fā)的異步網(wǎng)絡(luò)庫(kù),它的核心是一個(gè)非阻塞的事件循環(huán),Tornado可以處理大量的并發(fā)連接,支持HTTP、WebSocket等多種協(xié)議,與asyncio類(lèi)似,Tornado也使用async/await語(yǔ)法來(lái)編寫(xiě)異步代碼,不過(guò),Tornado還提供了許多額外的功能,如模板引擎、靜態(tài)文件處理等。
下面是一個(gè)簡(jiǎn)單的Tornado示例:
import tornado.ioloop
import tornado.web
import tornado.gen
import time
class MainHandler(tornado.web.RequestHandler):
@tornado.gen.coroutine
def get(self):
yield self.delay()
self.write("Hello, world")
@tornado.gen.coroutine
def delay(self):
yield tornado.gen.sleep(1)
def make_app():
return tornado.web.Application([
(r"/", MainHandler),
])
if __name__ == "__main__":
app = make_app()
app.listen(8888)
tornado.ioloop.IOLoop.current().start()
3、Twisted
Twisted是一個(gè)用于網(wǎng)絡(luò)編程和分布式系統(tǒng)的異步框架,它的核心是一個(gè)事件驅(qū)動(dòng)的引擎,Twisted支持多種協(xié)議和傳輸層,如TCP、UDP、SSL等,Twisted的異步編程模型基于回調(diào)函數(shù)和Future對(duì)象,可以處理復(fù)雜的異步邏輯,由于Twisted的歷史較長(zhǎng),它的API相對(duì)較為復(fù)雜,但功能也非常強(qiáng)大。
下面是一個(gè)簡(jiǎn)單的Twisted示例:
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