asyncio
是Python 3.4版本引入的标准库,直接内置了对异步IO的支持。
asyncio
的编程模型就是一个消息循环。我们从asyncio
模块中直接获取一个EventLoop
的引用,然后把需要执行的协程扔到EventLoop
中执行,就实现了异步IO。
用asyncio
实现Hello world
代码如下:
import asyncio @asyncio.coroutine
def hello():
print("Hello world!")
# 异步调用asyncio.sleep(1):
r = yield from asyncio.sleep(1)
print("Hello again!") # 获取EventLoop:
loop = asyncio.get_event_loop()
# 执行coroutine
loop.run_until_complete(hello())
loop.close()
@asyncio.coroutine把一个generator标记为coroutine类型,然后,就把这个coroutine扔到eventloop中去执行
hello()会先打印出helloworld,然后yield from可以让我们方便的调用另一个generator,由于asyncio.sleep(1)也是一个coroutine
所以线程不会等待asyncio.sleep而是直接中断并执行下一个消息循环,当asyncio.sleep返回的时候,线程就在yield from拿到返回值,此处是None
然后执行下一个语句
把asyncio.sleep(1)看成是一个耗时1秒的IO操作。在此期间主线程没有等待,而是去执行eventloop其他可以执行的coroutine因此可以实现并发执行
接下来封装2个coroutine试试
import threading
import asyncio @asyncio.coroutine
def hello():
print('Hello world! (%s)' % threading.currentThread())
yield from asyncio.sleep(1)
print('Hello again! (%s)' % threading.currentThread()) loop = asyncio.get_event_loop()
tasks = [hello(), hello()]
loop.run_until_complete(asyncio.wait(tasks))
loop.close()
Hello world! (<_MainThread(MainThread, started 140735195337472)>)
Hello world! (<_MainThread(MainThread, started 140735195337472)>)
(暂停约1秒)
Hello again! (<_MainThread(MainThread, started 140735195337472)>)
Hello again! (<_MainThread(MainThread, started 140735195337472)>)
由打印的当前线程名称可以看出,两个coroutine是由同一个线程并发执行的。 如果把asyncio.sleep()换成真正的IO操作,则多个coroutine就可以由一个线程并发执行。 我们用asyncio的异步网络连接来获取sina、sohu和163的网站首页:
import asyncio @asyncio.coroutine
def wget(host):
print('wget %s...' % host)
connect = asyncio.open_connection(host, 80)
reader, writer = yield from connect
header = 'GET / HTTP/1.0\r\nHost: %s\r\n\r\n' % host
writer.write(header.encode('utf-8'))
yield from writer.drain()
while True:
line = yield from reader.readline()
if line == b'\r\n':
break
print('%s header > %s' % (host, line.decode('utf-8').rstrip()))
# Ignore the body, close the socket
writer.close() loop = asyncio.get_event_loop()
tasks = [wget(host) for host in ['www.sina.com.cn', 'www.sohu.com', 'www.163.com']]
loop.run_until_complete(asyncio.wait(tasks))
loop.close()
wget www.sohu.com...
wget www.sina.com.cn...
wget www.163.com...
(等待一段时间)
(打印出sohu的header)
www.sohu.com header > HTTP/1.1 200 OK
www.sohu.com header > Content-Type: text/html
...
(打印出sina的header)
www.sina.com.cn header > HTTP/1.1 200 OK
www.sina.com.cn header > Date: Wed, 20 May 2015 04:56:33 GMT
...
(打印出163的header)
www.163.com header > HTTP/1.0 302 Moved Temporarily
www.163.com header > Server: Cdn Cache Server V2.0
asyncio
提供了完善的异步IO支持;
异步操作需要在coroutine
中通过yield from
完成;
多个coroutine
可以封装成一组Task然后并发执行。