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asyncio

2024-09-04 23:57:17   216人阅读

一、简介

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

此模块为编写单线程并发代码提高基础架构，通过使用协程、套接字和其他资源的 I/O 多路复用，运行网络客户端和服务器，以及其他相关的基元。

包内容的详细的列表如下：

  • 各种系统具体实现的可插拔 event loop
  • transport 和 protocol 抽象（类似于 Twisted 里的那些）
  • 具体支持 TCP、 UDP、 SSL、 子进程管道，延迟调用，和其他 （有些可能依赖于系统）
  • 一个模仿 concurrent.futures 模块但适合在事件循环中使用的 Future 类
  • 基于 yield from ( PEP 380)的协程和任务帮助以顺序的方式编写并发代码
  • 取消 Future 和协程的操作支持
  • 单线程的协程间使用的 synchronization primitives 类似于 threading 模块里那些
  • 一个接口，用于将工作传递到线程池，在绝对的时候，积极地使用一个阻塞I / O调用的库

二、参考文档

中文文档：http://python.usyiyi.cn/translate/python_352/library/asyncio.html

官方文档：https://docs.python.org/3/library/asyncio.html

三、关键示例

关于asyncio模块详细使用说明这里不再赘述，下面将为大家展示一些例子，作为快速学习之用：

1、使用 AbstractEventLoop.call_soon() 方法来安排回调的示例。回调显示 "Hello World"，然后停止事件循环：

import asyncio

def hello_world(loop):
    print(‘Hello World‘)
    loop.stop()

loop = asyncio.get_event_loop()

# Schedule a call to hello_world()
loop.call_soon(hello_world, loop)

# Blocking call interrupted by loop.stop()
loop.run_forever()
loop.close()

2、回调示例每??秒显示当前日期。回调使用AbstractEventLoop.call_later()方法在5秒内重新计划自身，然后停止事件循环：

import asyncio
import datetime

def display_date(end_time, loop):
    print(datetime.datetime.now())
    if (loop.time() + 1.0) < end_time:
        loop.call_later(1, display_date, end_time, loop)
    else:
        loop.stop()

loop = asyncio.get_event_loop()

# Schedule the first call to display_date()
end_time = loop.time() + 5.0
loop.call_soon(display_date, end_time, loop)

# Blocking call interrupted by loop.stop()
loop.run_forever()
loop.close()

3、等待文件描述器使用AbstractEventLoop.add_reader()方法接收到一些数据，然后关闭事件循环：

import asyncio
try:
    from socket import socketpair
except ImportError:
    from asyncio.windows_utils import socketpair

# Create a pair of connected file descriptors
rsock, wsock = socketpair()
loop = asyncio.get_event_loop()

def reader():
    data = http://www.mamicode.com/rsock.recv(100)"Received:", data.decode())
    # We are done: unregister the file descriptor
    loop.remove_reader(rsock)
    # Stop the event loop
    loop.stop()

# Register the file descriptor for read event
loop.add_reader(rsock, reader)

# Simulate the reception of data from the network
loop.call_soon(wsock.send, ‘abc‘.encode())

# Run the event loop
loop.run_forever()

# We are done, close sockets and the event loop
rsock.close()
wsock.close()
loop.close()

4、使用AbstractEventLoop.add_signal_handler()方法的信号SIGINT和SIGTERM的寄存器处理程序：

import asyncio
import functools
import os
import signal

def ask_exit(signame):
    print("got signal %s: exit" % signame)
    loop.stop()

loop = asyncio.get_event_loop()
for signame in (‘SIGINT‘, ‘SIGTERM‘):
    loop.add_signal_handler(getattr(signal, signame),
                            functools.partial(ask_exit, signame))

print("Event loop running forever, press Ctrl+C to interrupt.")
print("pid %s: send SIGINT or SIGTERM to exit." % os.getpid())
try:
    loop.run_forever()
finally:
    loop.close()

#此示例仅适用于UNIX

5、组合Future和coroutine function的示例：

协程函数负责计算（需要1秒），并将结果存储到Future。run_until_complete()方法等待Future的完成。

import asyncio

@asyncio.coroutine
def slow_operation(future):
    yield from asyncio.sleep(1)
    future.set_result(‘Future is done!‘)

loop = asyncio.get_event_loop()
future = asyncio.Future()
asyncio.ensure_future(slow_operation(future))
loop.run_until_complete(future)
print(future.result())
loop.close()

6、使用Future.add_done_callback()方法来不同地编写前面的示例来明确描述控制流：

在此示例中，Future用于将slow_operation()链接到got_result()：当slow_operation()完成时，got_result()与结果一起调用。

import asyncio

@asyncio.coroutine
def slow_operation(future):
    yield from asyncio.sleep(1)
    future.set_result(‘Future is done!‘)

def got_result(future):
    print(future.result())
    loop.stop()

loop = asyncio.get_event_loop()
future = asyncio.Future()
asyncio.ensure_future(slow_operation(future))
future.add_done_callback(got_result)
try:
    loop.run_forever()
finally:
    loop.close()

7、并行执行3个任务（A，B，C）的示例：

任务在创建时自动计划执行。所有任务完成后，事件循环停止。

import asyncio

@asyncio.coroutine
def factorial(name, number):
    f = 1
    for i in range(2, number+1):
        print("Task %s: Compute factorial(%s)..." % (name, i))
        yield from asyncio.sleep(1)
        f *= i
    print("Task %s: factorial(%s) = %s" % (name, number, f))

loop = asyncio.get_event_loop()
tasks = [
    asyncio.ensure_future(factorial("A", 2)),
    asyncio.ensure_future(factorial("B", 3)),
    asyncio.ensure_future(factorial("C", 4))]
loop.run_until_complete(asyncio.gather(*tasks))
loop.close()

output:

Task A: Compute factorial(2)...
Task B: Compute factorial(2)...
Task C: Compute factorial(2)...
Task A: factorial(2) = 2
Task B: Compute factorial(3)...
Task C: Compute factorial(3)...
Task B: factorial(3) = 6
Task C: Compute factorial(4)...
Task C: factorial(4) = 24

8、TCP echo客户端使用AbstractEventLoop.create_connection()方法，TCP回显服务器使用AbstractEventLoop.create_server()方法

客户端：

事件循环运行两次。在这个简短的例子中，优先使用run_until_complete()方法来引发异常，如果服务器没有监听，而不必写一个短的协程来处理异常并停止运行循环。在run_until_complete()退出时，循环不再运行，因此在发生错误时不需要停止循环。

import asyncio

class EchoClientProtocol(asyncio.Protocol):
    def __init__(self, message, loop):
        self.message = message
        self.loop = loop

    def connection_made(self, transport):
        transport.write(self.message.encode())
        print(‘Data sent: {!r}‘.format(self.message))

    def data_received(self, data):
        print(‘Data received: {!r}‘.format(data.decode()))

    def connection_lost(self, exc):
        print(‘The server closed the connection‘)
        print(‘Stop the event loop‘)
        self.loop.stop()

loop = asyncio.get_event_loop()
message = ‘Hello World!‘
coro = loop.create_connection(lambda: EchoClientProtocol(message, loop),
                              ‘127.0.0.1‘, 8888)
loop.run_until_complete(coro)
loop.run_forever()
loop.close()

服务器：

Transport.close()可以在WriteTransport.write()之后立即调用，即使数据尚未在套接字上发送：两种方法都是异步的。不需要yield from，因为这些传输方法不是协程。

import asyncio

class EchoServerClientProtocol(asyncio.Protocol):
    def connection_made(self, transport):
        peername = transport.get_extra_info(‘peername‘)
        print(‘Connection from {}‘.format(peername))
        self.transport = transport

    def data_received(self, data):
        message = data.decode()
        print(‘Data received: {!r}‘.format(message))

        print(‘Send: {!r}‘.format(message))
        self.transport.write(data)

        print(‘Close the client socket‘)
        self.transport.close()

loop = asyncio.get_event_loop()
# Each client connection will create a new protocol instance
coro = loop.create_server(EchoServerClientProtocol, ‘127.0.0.1‘, 8888)
server = loop.run_until_complete(coro)

# Serve requests until Ctrl+C is pressed
print(‘Serving on {}‘.format(server.sockets[0].getsockname()))
try:
    loop.run_forever()
except KeyboardInterrupt:
    pass

# Close the server
server.close()
loop.run_until_complete(server.wait_closed())
loop.close()

9、UDP echo客户端使用AbstractEventLoop.create_datagram_endpoint()方法，UDP echo服务器使用AbstractEventLoop.create_datagram_endpoint()方法

客户端：

import asyncio

class EchoClientProtocol:
    def __init__(self, message, loop):
        self.message = message
        self.loop = loop
        self.transport = None

    def connection_made(self, transport):
        self.transport = transport
        print(‘Send:‘, self.message)
        self.transport.sendto(self.message.encode())

    def datagram_received(self, data, addr):
        print("Received:", data.decode())

        print("Close the socket")
        self.transport.close()

    def error_received(self, exc):
        print(‘Error received:‘, exc)

    def connection_lost(self, exc):
        print("Socket closed, stop the event loop")
        loop = asyncio.get_event_loop()
        loop.stop()

loop = asyncio.get_event_loop()
message = "Hello World!"
connect = loop.create_datagram_endpoint(
    lambda: EchoClientProtocol(message, loop),
    remote_addr=(‘127.0.0.1‘, 9999))
transport, protocol = loop.run_until_complete(connect)
loop.run_forever()
transport.close()
loop.close()

服务器：

import asyncio

class EchoServerProtocol:
    def connection_made(self, transport):
        self.transport = transport

    def datagram_received(self, data, addr):
        message = data.decode()
        print(‘Received %r from %s‘ % (message, addr))
        print(‘Send %r to %s‘ % (message, addr))
        self.transport.sendto(data, addr)

loop = asyncio.get_event_loop()
print("Starting UDP server")
# One protocol instance will be created to serve all client requests
listen = loop.create_datagram_endpoint(
    EchoServerProtocol, local_addr=(‘127.0.0.1‘, 9999))
transport, protocol = loop.run_until_complete(listen)

try:
    loop.run_forever()
except KeyboardInterrupt:
    pass

transport.close()
loop.close()

10、等待套接字使用协议使用AbstractEventLoop.create_connection()方法接收数据，然后关闭事件循环

import asyncio
try:
    from socket import socketpair
except ImportError:
    from asyncio.windows_utils import socketpair

# Create a pair of connected sockets
rsock, wsock = socketpair()
loop = asyncio.get_event_loop()

class MyProtocol(asyncio.Protocol):
    transport = None

    def connection_made(self, transport):
        self.transport = transport

    def data_received(self, data):
        print("Received:", data.decode())

        # We are done: close the transport (it will call connection_lost())
        self.transport.close()

    def connection_lost(self, exc):
        # The socket has been closed, stop the event loop
        loop.stop()

# Register the socket to wait for data
connect_coro = loop.create_connection(MyProtocol, sock=rsock)
transport, protocol = loop.run_until_complete(connect_coro)

# Simulate the reception of data from the network
loop.call_soon(wsock.send, ‘abc‘.encode())

# Run the event loop
loop.run_forever()

# We are done, close sockets and the event loop
rsock.close()
wsock.close()
loop.close()

11、TCP回显客户端使用asyncio.open_connection()函数，TCP回显服务器使用asyncio.start_server()函数

客户端：

import asyncio

@asyncio.coroutine
def tcp_echo_client(message, loop):
    reader, writer = yield from asyncio.open_connection(‘127.0.0.1‘, 8888,
                                                        loop=loop)

    print(‘Send: %r‘ % message)
    writer.write(message.encode())

    data = http://www.mamicode.com/yield from reader.read(100)>

服务器：

import asyncio

@asyncio.coroutine
def handle_echo(reader, writer):
    data = http://www.mamicode.com/yield from reader.read(100)"Received %r from %r" % (message, addr))

    print("Send: %r" % message)
    writer.write(data)
    yield from writer.drain()

    print("Close the client socket")
    writer.close()

loop = asyncio.get_event_loop()
coro = asyncio.start_server(handle_echo, ‘127.0.0.1‘, 8888, loop=loop)
server = loop.run_until_complete(coro)

# Serve requests until Ctrl+C is pressed
print(‘Serving on {}‘.format(server.sockets[0].getsockname()))
try:
    loop.run_forever()
except KeyboardInterrupt:
    pass

# Close the server
server.close()
loop.run_until_complete(server.wait_closed())
loop.close()

12、在命令行中获取URL的HTTP头的简单示例：

import asyncio
import urllib.parse
import sys

@asyncio.coroutine
def print_http_headers(url):
    url = urllib.parse.urlsplit(url)
    if url.scheme == ‘https‘:
        connect = asyncio.open_connection(url.hostname, 443, ssl=True)
    else:
        connect = asyncio.open_connection(url.hostname, 80)
    reader, writer = yield from connect
    query = (‘HEAD {path} HTTP/1.0\r\n‘
             ‘Host: {hostname}\r\n‘
             ‘\r\n‘).format(path=url.path or ‘/‘, hostname=url.hostname)
    writer.write(query.encode(‘latin-1‘))
    while True:
        line = yield from reader.readline()
        if not line:
            break
        line = line.decode(‘latin1‘).rstrip()
        if line:
            print(‘HTTP header> %s‘ % line)

    # Ignore the body, close the socket
    writer.close()

url = sys.argv[1]
loop = asyncio.get_event_loop()
task = asyncio.ensure_future(print_http_headers(url))
loop.run_until_complete(task)
loop.close()

#用法：

python example.py http://example.com/path/page.html

#使用HTTPS：

python example.py https://example.com/path/page.html

13、协程等待，直到套接字使用open_connection()函数接收数据：

import asyncio
try:
    from socket import socketpair
except ImportError:
    from asyncio.windows_utils import socketpair

@asyncio.coroutine
def wait_for_data(loop):
    # Create a pair of connected sockets
    rsock, wsock = socketpair()

    # Register the open socket to wait for data
    reader, writer = yield from asyncio.open_connection(sock=rsock, loop=loop)

    # Simulate the reception of data from the network
    loop.call_soon(wsock.send, ‘abc‘.encode())

    # Wait for data
    data = http://www.mamicode.com/yield from reader.read(100)"Received:", data.decode())
    writer.close()

    # Close the second socket
    wsock.close()

loop = asyncio.get_event_loop()
loop.run_until_complete(wait_for_data(loop))
loop.close()

14、子进程协议的示例，用于获取子进程的输出并等待子进程退出。子过程由AbstractEventLoop.subprocess_exec()方法创建：

import asyncio
import sys

class DateProtocol(asyncio.SubprocessProtocol):
    def __init__(self, exit_future):
        self.exit_future = exit_future
        self.output = bytearray()

    def pipe_data_received(self, fd, data):
        self.output.extend(data)

    def process_exited(self):
        self.exit_future.set_result(True)

@asyncio.coroutine
def get_date(loop):
    code = ‘import datetime; print(datetime.datetime.now())‘
    exit_future = asyncio.Future(loop=loop)

    # Create the subprocess controlled by the protocol DateProtocol,
    # redirect the standard output into a pipe
    create = loop.subprocess_exec(lambda: DateProtocol(exit_future),
                                  sys.executable, ‘-c‘, code,
                                  stdin=None, stderr=None)
    transport, protocol = yield from create

    # Wait for the subprocess exit using the process_exited() method
    # of the protocol
    yield from exit_future

    # Close the stdout pipe
    transport.close()

    # Read the output which was collected by the pipe_data_received()
    # method of the protocol
    data = http://www.mamicode.com/bytes(protocol.output)"win32":
    loop = asyncio.ProactorEventLoop()
    asyncio.set_event_loop(loop)
else:
    loop = asyncio.get_event_loop()

date = loop.run_until_complete(get_date(loop))
print("Current date: %s" % date)
loop.close()

15、使用Process类控制子进程和StreamReader类从标准输出读取的示例。子过程由create_subprocess_exec()函数创建：

import asyncio.subprocess
import sys

@asyncio.coroutine
def get_date():
    code = ‘import datetime; print(datetime.datetime.now())‘

    # Create the subprocess, redirect the standard output into a pipe
    create = asyncio.create_subprocess_exec(sys.executable, ‘-c‘, code,
                                            stdout=asyncio.subprocess.PIPE)
    proc = yield from create

    # Read one line of output
    data = http://www.mamicode.com/yield from proc.stdout.readline()"win32":
    loop = asyncio.ProactorEventLoop()
    asyncio.set_event_loop(loop)
else:
    loop = asyncio.get_event_loop()

date = loop.run_until_complete(get_date())
print("Current date: %s" % date)
loop.close()

　

　　

asyncio


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