Python gevent協(xié)程切換實(shí)現(xiàn)詳解
一、背景
大家都知道gevent的機(jī)制是單線程+協(xié)程機(jī)制,當(dāng)遇到可能會(huì)阻塞的操作時(shí),就切換到可運(yùn)行的協(xié)程中繼續(xù)運(yùn)行,以此來實(shí)現(xiàn)提交系統(tǒng)運(yùn)行效率的目標(biāo),但是具體是怎么實(shí)現(xiàn)的呢?讓我們直接從代碼中看一下吧。
二、切換機(jī)制
讓我們從socket的send、recv方法入手:
def recv(self, *args): while 1: try: return self._sock.recv(*args) except error as ex: if ex.args[0] != EWOULDBLOCK or self.timeout == 0.0:raise # QQQ without clearing exc_info test__refcount.test_clean_exit fails sys.exc_clear() self._wait(self._read_event)
這里會(huì)開啟一個(gè)死循環(huán),在循環(huán)中調(diào)用self._sock.recv()方法,并捕獲異常,當(dāng)錯(cuò)誤是EWOULDBLOCK時(shí),則調(diào)用self._wait(self._read_event)方法,該方法其實(shí)是:_wait = _wait_on_socket,_wait_on_socket方法的定義在文件:_hub_primitives.py中,如下:
# Suitable to be bound as an instance methoddef wait_on_socket(socket, watcher, timeout_exc=None): if socket is None or watcher is None: # test__hub TestCloseSocketWhilePolling, on Python 2; Python 3 # catches the EBADF differently. raise ConcurrentObjectUseError('The socket has already been closed by another greenlet') _primitive_wait(watcher, socket.timeout, timeout_exc if timeout_exc is not None else _NONE, socket.hub)
該方法其實(shí)是調(diào)用了函數(shù):_primitive_wait(),其仍然在文件:_hub_primitives.py中定義,如下:
def _primitive_wait(watcher, timeout, timeout_exc, hub): if watcher.callback is not None: raise ConcurrentObjectUseError(’This socket is already used by another greenlet: %r’ % (watcher.callback, )) if hub is None: hub = get_hub() if timeout is None: hub.wait(watcher) return timeout = Timeout._start_new_or_dummy( timeout, (timeout_exc if timeout_exc is not _NONE or timeout is None else _timeout_error(’timed out’))) with timeout: hub.wait(watcher)
這里其實(shí)是調(diào)用了hub.wait()函數(shù),該函數(shù)的定義在文件_hub.py中,如下:
class WaitOperationsGreenlet(SwitchOutGreenletWithLoop): # pylint:disable=undefined-variable def wait(self, watcher): ''' Wait until the *watcher* (which must not be started) is ready. The current greenlet will be unscheduled during this time. ''' waiter = Waiter(self) # pylint:disable=undefined-variable watcher.start(waiter.switch, waiter) try: result = waiter.get() if result is not waiter:raise InvalidSwitchError( ’Invalid switch into %s: got %r (expected %r; waiting on %r with %r)’ % ( getcurrent(), # pylint:disable=undefined-variable result, waiter, self, watcher )) finally: watcher.stop()
watcher.stop()
該類WaitOperationsGreenlet是Hub的基類,其方法wait中的邏輯是:生成一個(gè)Waiter對(duì)象,并調(diào)用watcher.start(waiter.switch, waiter)方法,watcher是最開始recv方法中使用的self._read_event,watcher是gevent的底層事件框架libev中的概念;同時(shí)還有一個(gè)waiter對(duì)象,它類似與python中的future概念,該對(duì)象有一個(gè)switch()方法以及get()方法,當(dāng)沒有得到結(jié)果沒有準(zhǔn)備好時(shí),調(diào)用waiter.get()方法回導(dǎo)致協(xié)程被掛起;get()函數(shù)的定義如下:
def get(self): '''If a value/an exception is stored, return/raise it. Otherwise until switch() or throw() is called.''' if self._exception is not _NONE: if self._exception is None: return self.value getcurrent().throw(*self._exception) # pylint:disable=undefined-variable else: if self.greenlet is not None: raise ConcurrentObjectUseError(’This Waiter is already used by %r’ % (self.greenlet, )) self.greenlet = getcurrent() # pylint:disable=undefined-variable try: return self.hub.switch() finally: self.greenlet = None
在get()中最關(guān)鍵的是self.hub.switch()函數(shù),該函數(shù)將執(zhí)行權(quán)轉(zhuǎn)移到hub,并繼續(xù)運(yùn)行,至此已經(jīng)分析完了當(dāng)在worker協(xié)程中從網(wǎng)絡(luò)獲取數(shù)據(jù)遇到阻塞時(shí),如何避免阻塞并切換到hub中的實(shí)現(xiàn),至于何時(shí)再切換會(huì)worker協(xié)程,我們后續(xù)再繼續(xù)分析。
總結(jié)
要記得gevent中一個(gè)重要的概念,協(xié)程切換不是調(diào)用而是執(zhí)行權(quán)的轉(zhuǎn)移,從可能會(huì)阻塞的協(xié)程切換到hub,并由hub在合適的時(shí)機(jī)切換到另一個(gè)可以繼續(xù)運(yùn)行的協(xié)程繼續(xù)執(zhí)行;gevent通過這種形式實(shí)現(xiàn)了提高io密集型應(yīng)用吞吐率的目標(biāo)。
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