在前文已经介绍过了gevent的调度流程,本文介绍gevent一些重要的模块,包括Timeout,EventAsynResult, Semphore, socket patch,这些模块都涉及当前协程与hub的切换。本文分析的gevent版本为1.2
Timeout
这个类在gevent.timeout模块,其作用是超时后在当前协程抛出异常,这样执行流程也强制回到了当前协程。看一个简单的例子:
1 SLEEP = 6 2 TIMEOUT = 5 3 4 timeout = Timeout(TIMEOUT) 5 timeout.start() 6 7 def wait(): 8 gevent.sleep(SLEEP) 9 print('log in wait') 10 11 begin = time.time() 12 try: 13 gevent.spawn(wait).join() 14 except Timeout: 15 print('after %s catch Timeout Exception' % (time.time() - begin)) 16 finally: 17 timeout.cancel()
输出为:after 5.00100016594 catch Timeout Exception。可以看出,在5s之后在main协程抛出了Timeout异常(继承自BaseException)。Timeout的实现很简单,核心在start函数:
1 def start(self): 2 """Schedule the timeout.""" 3 assert not self.pending, '%r is already started; to restart it, cancel it first' % self 4 if self.seconds is None: # "fake" timeout (never expires) 5 return 6 7 if self.exception is None or self.exception is False or isinstance(self.exception, string_types): 8 # timeout that raises self 9 self.timer.start(getcurrent().throw, self) 10 else: # regular timeout with user-provided exception 11 self.timer.start(getcurrent().throw, self.exception)
从源码可以看到,在超时之后调用了getcurrent().throw(),throw方法会切换协程,并抛出异常(在上面的代码中默认抛出Timeout异常)。使用Timeout有两点需要注意:
第一:一定要记得在finally调用cancel,否则如果协程先于TIMEOUT时间恢复,之后还会抛出异常,例如下面的代码:
1 import gevent 2 from gevent import Timeout 3 4 SLEEP = 4 5 TIMEOUT = 5 6 7 timeout = Timeout(TIMEOUT) 8 timeout.start() 9 10 def wait(): 11 gevent.sleep(SLEEP) 12 print('log in wait') 13 14 begin = time.time() 15 try: 16 gevent.spawn(wait).join() 17 except Timeout: 18 print('after %s catch Timeout Exception' % (time.time() - begin)) 19 # finally: 20 # timeout.cancel() 21 22 gevent.sleep(2) 23 print 'program will finish'
协程先于超时恢复
上述的代码运行会抛出Timeout异常,在这个例子中,协程先于超时恢复(SLEEP < TIMEOUT),且没有在finally中调用Timeout.cancel。最后的两行保证程序不要过早结束退出,那么在hub调度的时候会重新抛出异常。
由于Timeout实现了with协议(__enter__和__exit__方法),更好的写法是将TImeout写在with语句中,如下面的代码:
1 import gevent 2 from gevent import Timeout 3 4 SLEEP = 4 5 TIMEOUT = 5 6 7 8 def wait(): 9 gevent.sleep(SLEEP) 10 print('log in wait') 11 12 with Timeout(TIMEOUT): 13 begin = time.time() 14 try: 15 gevent.spawn(wait).join() 16 except Timeout: 17 print('after %s catch Timeout Exception' % (time.time() - begin)) 18 19 gevent.sleep(2) 20 print 'program will finish'
Timeout with
第二:Timeout只是切换到当前协程,并不会取消已经注册的协程(上面通过spawn发起的协程),我们改改代码:
1 import gevent 2 from gevent import Timeout 3 4 SLEEP = 6 5 TIMEOUT = 5 6 7 timeout = Timeout(TIMEOUT) 8 timeout.start() 9 10 def wait(): 11 gevent.sleep(SLEEP) 12 print('log in wait') 13 14 begin = time.time() 15 try: 16 gevent.spawn(wait).join() 17 except Timeout: 18 print('after %s catch Timeout Exception' % (time.time() - begin)) 19 finally: 20 timeout.cancel() 21 22 gevent.sleep(2) 23 print 'program will finish' 24 # output: 25 # after 5.00100016594 catch Timeout Exception 26 # log in wait 27 # program will finish
Timeout不影响发起的协程
从输出可以看到,即使因为超时切回了main greenlet,但spawn发起的协程并不受影响。如果希望超时取消之前发起的协程,那么可以在捕获到异常之后调用 Greenlet.kill
第三:gevent对可能导致当前协程挂起的函数都提供了timeout参数,用于在指定时间到达之后恢复被挂起的协程。在函数内部会捕获Timeout异常,并不会抛出。例如:
1 SLEEP = 6 2 TIMEOUT = 5 3 4 5 def wait(): 6 gevent.sleep(SLEEP) 7 print('log in wait') 8 9 begin = time.time() 10 try: 11 gevent.spawn(wait).join(TIMEOUT) 12 except Timeout: 13 print('after %s catch Timeout Exception' % (time.time() - begin)) 14 15 print 'program will exit', time.time() - begin
函数的timeout参数
Event & AsyncResult:
Event用来在Greenlet之间同步,tutorial上的例子简单明了:
1 import gevent 2 from gevent.event import Event 3 4 ''' 5 Illustrates the use of events 6 ''' 7 8 9 evt = Event() 10 11 def setter(): 12 '''After 3 seconds, wake all threads waiting on the value of evt''' 13 print('A: Hey wait for me, I have to do something') 14 gevent.sleep(3) 15 print("Ok, I'm done") 16 evt.set() 17 18 19 def waiter(): 20 '''After 3 seconds the get call will unblock''' 21 print("I'll wait for you") 22 evt.wait() # blocking 23 print("It's about time") 24 25 def main(): 26 gevent.joinall([ 27 gevent.spawn(setter), 28 gevent.spawn(waiter), 29 gevent.spawn(waiter), 30 31 ]) 32 33 if __name__ == '__main__': main()
Event Example
Event主要的两个方法是set和wait:wait等待事件发生,如果事件未发生那么挂起该协程;set通知事件发生,然后hub会唤醒所有wait在该事件的协程。从输出可知, 一次event触发可以唤醒所有在该event上等待的协程。AsyncResult同Event类似,只不过可以在协程唤醒的时候传值(有点类似generator的next send的区别)。接下来大致看看Event的set和wait方法。
Event.wait的核心代码在gevent.event._AbstractLinkable._wait_core,其中_AbstractLinkable是Event的基类。_wait_core源码如下:
1 def _wait_core(self, timeout, catch=Timeout): 2 # The core of the wait implementation, handling 3 # switching and linking. If *catch* is set to (), 4 # a timeout that elapses will be allowed to be raised. 5 # Returns a true value if the wait succeeded without timing out. 6 switch = getcurrent().switch 7 self.rawlink(switch) 8 try: 9 timer = Timeout._start_new_or_dummy(timeout) 10 try: 11 try: 12 result = self.hub.switch() 13 if result is not self: # pragma: no cover 14 raise InvalidSwitchError('Invalid switch into Event.wait(): %r' % (result, )) 15 return True 16 except catch as ex: 17 if ex is not timer: 18 raise 19 # test_set_and_clear and test_timeout in test_threading 20 # rely on the exact return values, not just truthish-ness 21 return False 22 finally: 23 timer.cancel() 24 finally: 25 self.unlink(switch)
首先是将当前协程的switch加入到Event的callback列表,然后切换到hub。
接下来是set函数:
1 def set(self): 2 self._flag = True # make event ready 3 self._check_and_notify()
1 def _check_and_notify(self): 2 # If this object is ready to be notified, begin the process. 3 if self.ready(): 4 if self._links and not self._notifier: 5 self._notifier = self.hub.loop.run_callback(self._notify_links)
_check_and_notify函数通知hub调用_notify_links, 在这个函数中将调用Event的callback列表(记录的是之前各个协程的switch函数),这样就恢复了所有wait的协程。
Semaphore & Lock
Semaphore是gevent提供的信号量,实例化为Semaphore(value), value代表了可以并发的量。当value为1,就变成了互斥锁(Lock)。Semaphore提供了两个函数,acquire(P操作)和release(V操作)。当acquire操作导致资源数量将为0之后,就会在当前协程wait,源代码如下(gevent._semaphore.Semaphore.acquire):
1 def acquire(self, blocking=True, timeout=None): 2 3 if self.counter > 0: 4 self.counter -= 1 5 return True 6 7 if not blocking: 8 return False 9 10 timeout = self._do_wait(timeout) 11 if timeout is not None: 12 # Our timer expired. 13 return False 14 15 # Neither our timer no another one expired, so we blocked until 16 # awoke. Therefore, the counter is ours 17 self.counter -= 1 18 assert self.counter >= 0 19 return True
逻辑比较简单,如果counter数量大于0,那么表示可并发。否则进入wait,_do_wait的实现与Event.wait十分类似,都是记录当前协程的switch,并切换到hub。当资源足够切换回到当前协程,此时counter一定是大于0的。由于协程的并发并不等同于线程的并发,在任意时刻,一个线程内只可能有一个协程在调度,所以上面对counter的操作也不用加锁。
Monkey-Patch
对于python这种动态语言,在运行时替换模块、类、实例的属性都是非常容易的。我们以patch_socket为例:
>>> import socket
>>> print(socket.socket)
<class ‘gevent._socket2.socket’>
>>> from gevent import monkey
>>> monkey.patch_socket()
>>> print(socket.socket)
<class ‘gevent._socket2.socket’>
>>>
可见在patch前后,同一个名字(socket)所指向的对象是不一样的。在python2.x环境下,patch后的socket源码在gevent._socket2.py,如果是python3.x,那么对应的源码在gevent._socket3.py.。至于为什么patch之后就让原生的socket操作可以在协程之间协作,看两个函数socket.__init__ 和 socket.recv就明白了。
__init__函数(gevent._socket2.socket.__init__):
1 def __init__(self, family=AF_INET, type=SOCK_STREAM, proto=0, _sock=None): 2 if _sock is None: 3 self._sock = _realsocket(family, type, proto) # 原生的socket 4 self.timeout = _socket.getdefaulttimeout() 5 else: 6 if hasattr(_sock, '_sock'): 7 self._sock = _sock._sock 8 self.timeout = getattr(_sock, 'timeout', False) 9 if self.timeout is False: 10 self.timeout = _socket.getdefaulttimeout() 11 else: 12 self._sock = _sock 13 self.timeout = _socket.getdefaulttimeout() 14 if PYPY: 15 self._sock._reuse() 16 self._sock.setblocking(0) #设置成非阻塞 17 fileno = self._sock.fileno() 18 self.hub = get_hub() # hub 19 io = self.hub.loop.io 20 self._read_event = io(fileno, 1) # 监听事件 21 self._write_event = io(fileno, 2)
从init函数可以看到,patch后的socket还是会维护原生的socket对象,并且将原生的socket设置成非阻塞(line16),当一个socket是非阻塞时,如果读写数据没有准备好,那么会抛出EWOULDBLOCKEAGIN异常。最后两行注册socket的可读和可写事件。再来看看recv函数(gevent._socket2.socket.recv):
1 def recv(self, *args): 2 sock = self._sock # keeping the reference so that fd is not closed during waiting 3 while True: 4 try: 5 return sock.recv(*args) # 如果数据准备好了,直接返回 6 except error as ex: 7 if ex.args[0] != EWOULDBLOCK or self.timeout == 0.0: 8 raise 9 # QQQ without clearing exc_info test__refcount.test_clean_exit fails 10 sys.exc_clear() 11 self._wait(self._read_event) # 等待数据可读的watcher
如果在while循环中读到了数据,那么直接返回。但实际很大概率数据并没有准备好,对于非阻塞socket,抛出EWOULDBLOCK异常(line7)。在第11行,调用wait,注册当前协程switch,并切换到hub,当read_event触发时,表示socket可读,这个时候就会切回当前协程,进入下一次while循环。
references: