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Python 并发与 asyncio 11.2 锁

  • 2026-02-06 10:49:20
Python 并发与 asyncio 11.2 锁

11.2 锁

asyncio 的与 multiprocessing 及 multithreading 模块中的锁非常相似。我们获取一个锁,执行临界区内的工作,完成后再释放锁,让其他感兴趣方获得。主要区别在于:asyncio 锁是可等待对象,在阻塞时会暂停协程的执行。这意味着当协程被阻塞等待获取锁时,其他代码可以运行。此外,asyncio 锁还是异步上下文管理器,最佳实践是使用 async with 语法。

为了熟悉锁的工作原理,我们看一个简单例子:两个协程共享一个锁。我们获取锁,这样其他协程就无法在临界区内运行,直到锁被释放。

import asynciofrom asyncio import Lockfrom util import delayasync def a(lock: Lock):    print('Coroutine a waiting to acquire the lock')    async with lock:        print('Coroutine a is in the critical section')        await delay(2)    print('Coroutine a released the lock')async def b(lock: Lock):    print('Coroutine b waiting to acquire the lock')    async with lock:        print('Coroutine b is in the critical section')        await delay(2)    print('Coroutine b released the lock')async def main():    lock = Lock()    await asyncio.gather(a(lock), b(lock))asyncio.run(main())

运行上述代码,你会看到协程 a 先获取了锁,协程 b 被迫等待,直到 a 释放锁。一旦 a 释放锁,b 就能进入临界区工作,得到以下输出:

Coroutine a waiting to acquire the lockCoroutine a is in the critical sectionsleeping for 2 second(s)Coroutine b waiting to acquire the lockfinished sleeping for 2 second(s)Coroutine a released the lockCoroutine b is in the critical sectionsleeping for 2 second(s)finished sleeping for 2 second(s)Coroutine b released the lock

这里我们用了 async with 语法。当然,也可以直接使用 acquire 与 release 方法:

await lock.acquire()try:    print('In critical section')finally:    lock.release()

强烈建议尽可能使用 async with 语法

需要注意的是,我们是在 main 协程中创建锁的。由于锁在各个协程之间是共享的,你可能会想把它定义为全局变量,以避免每次都传参。比如:

lock = Lock()# 协程定义async def main():    await asyncio.gather(a(), b())

但如果这么做,很快就会发现程序崩溃,报错提示“多个事件循环”。原因有点玄妙:asyncio 的大多数对象都提供一个可选的 loop 参数,允许指定特定的事件循环。如果未提供,asyncio 会尝试获取当前运行的事件循环,如果没有,则创建一个新的。上述情况中,创建 Lock 时会创建一个新事件循环(因为脚本刚开始运行时还没有循环),随后 asyncio.run(main()) 创建了第二个事件循环。当试图使用锁时,我们就混用了两个独立的事件循环,导致崩溃。

这个行为很诡异,以至于从 Python 3.10 开始,事件循环参数将被移除,这种混乱行为也会消失。但在那之前,使用全局 asyncio 变量时需要格外小心。

现在我们了解了基本原理,来看看如何用锁来修复第11.3节中的那个问题:在意外关闭套接字前发送消息。解决办法是在两个地方使用锁:一是用户断开连接时,二是发送消息时。这样,如果断开发生在消息发送期间,系统会等到所有消息都发送完毕后再关闭套接字。

import asynciofrom asyncio import Lockclass MockSocket:    def __init__(self):        self.socket_closed = False    async def send(self, msg: str):        if self.socket_closed:            raise Exception('Socket is closed!')        print(f'Sending: {msg}')        await asyncio.sleep(1)        print(f'Sent: {msg}')    def close(self):        self.socket_closed = Trueuser_names_to_sockets = {'John': MockSocket(),                         'Terry': MockSocket(),                         'Graham': MockSocket(),                         'Eric': MockSocket()}async def user_disconnect(username: str, user_lock: Lock):    print(f'{username} disconnected!')    async with user_lock:        print(f'Removing {username} from dictionary')        socket = user_names_to_sockets.pop(username)        socket.close()async def message_all_users(user_lock: Lock):    print('Creating message tasks')    async with user_lock:        messages = [socket.send(f'Hello {user}')                    for user, socket in                    user_names_to_sockets.items()]        await asyncio.gather(*messages)async def main():    user_lock = Lock()    await asyncio.gather(message_all_users(user_lock),                         user_disconnect('Eric', user_lock))asyncio.run(main())

运行这段代码,不会再崩溃了,输出如下:

Creating message tasksEric disconnected!Sending: Hello JohnSending: Hello TerrySending: Hello GrahamSending: Hello EricSent: Hello JohnSent: Hello TerrySent: Hello GrahamSent: Hello EricRemoving Eric from dictionary

我们首先获取锁并创建消息任务。在此期间,埃里克断开了连接,disconnect 代码尝试获取锁。由于 message_all_users 仍在持有锁,我们必须等待它完成才能运行 disconnect 的代码。这确保了所有消息发送完毕后再关闭套接字,完美解决了原来的问题。

你很可能很少需要在 asyncio 代码中使用锁,因为它的单线程特性已经避开了很多并发问题。即便出现竞态条件,有时也能重构代码,避免在协程暂停期间修改状态(例如使用不可变对象)。当无法重构时,锁可以强制修改以期望的顺序进行。理解了如何用锁防止并发错误后,让我们看看如何用同步机制来实现在 asyncio 应用中新增的功能。

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  1. CONNECT:[ UseTime:0.001054s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001593s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000730s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000762s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001490s ]
  6. SELECT * FROM `set` [ RunTime:0.000639s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001529s ]
  8. SELECT * FROM `article` WHERE `id` = 469206 LIMIT 1 [ RunTime:0.002467s ]
  9. UPDATE `article` SET `lasttime` = 1770550458 WHERE `id` = 469206 [ RunTime:0.027182s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000792s ]
  11. SELECT * FROM `article` WHERE `id` < 469206 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001699s ]
  12. SELECT * FROM `article` WHERE `id` > 469206 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001050s ]
  13. SELECT * FROM `article` WHERE `id` < 469206 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002717s ]
  14. SELECT * FROM `article` WHERE `id` < 469206 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.007825s ]
  15. SELECT * FROM `article` WHERE `id` < 469206 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.009436s ]
0.259697s