本文實例講述了python 協程 gevent原理與用法。分享給大家供大家參考,具體如下:
gevent
greenlet已經實現了協程,但是這個還的人工切換,是不是覺得太麻煩了,不要捉急,python還有一個比greenlet更強大的并且能夠自動切換任務的模塊gevent
其原理是當一個greenlet遇到IO(指的是input output 輸入輸出,比如網絡、文件操作等)操作時,比如訪問網絡,就自動切換到其他的greenlet,等到IO操作完成,再在適當的時候切換回來繼續執行。
由于IO操作非常耗時,經常使程序處于等待狀態,有了gevent為我們自動切換協程,就保證總有greenlet在運行,而不是等待IO
安裝
pip3 install gevent
1. gevent的使用
import geventdef f(n): for i in range(n): print(gevent.getcurrent(), i)g1 = gevent.spawn(f, 5)g2 = gevent.spawn(f, 5)g3 = gevent.spawn(f, 5)g1.join()g2.join()g3.join()
運行結果
<Greenlet at 0x10e49f550: f(5)> 0
<Greenlet at 0x10e49f550: f(5)> 1
<Greenlet at 0x10e49f550: f(5)> 2
<Greenlet at 0x10e49f550: f(5)> 3
<Greenlet at 0x10e49f550: f(5)> 4
<Greenlet at 0x10e49f910: f(5)> 0
<Greenlet at 0x10e49f910: f(5)> 1
<Greenlet at 0x10e49f910: f(5)> 2
<Greenlet at 0x10e49f910: f(5)> 3
<Greenlet at 0x10e49f910: f(5)> 4
<Greenlet at 0x10e49f4b0: f(5)> 0
<Greenlet at 0x10e49f4b0: f(5)> 1
<Greenlet at 0x10e49f4b0: f(5)> 2
<Greenlet at 0x10e49f4b0: f(5)> 3
<Greenlet at 0x10e49f4b0: f(5)> 4
可以看到,3個greenlet是依次運行而不是交替運行
2. gevent切換執行
import geventdef f(n): for i in range(n): print(gevent.getcurrent(), i) #用來模擬一個耗時操作,注意不是time模塊中的sleep gevent.sleep(1)g1 = gevent.spawn(f, 5)g2 = gevent.spawn(f, 5)g3 = gevent.spawn(f, 5)g1.join()g2.join()g3.join()
運行結果
<Greenlet at 0x7fa70ffa1c30: f(5)> 0
<Greenlet at 0x7fa70ffa1870: f(5)> 0
<Greenlet at 0x7fa70ffa1eb0: f(5)> 0
<Greenlet at 0x7fa70ffa1c30: f(5)> 1
<Greenlet at 0x7fa70ffa1870: f(5)> 1
<Greenlet at 0x7fa70ffa1eb0: f(5)> 1
<Greenlet at 0x7fa70ffa1c30: f(5)> 2
<Greenlet at 0x7fa70ffa1870: f(5)> 2
<Greenlet at 0x7fa70ffa1eb0: f(5)> 2
<Greenlet at 0x7fa70ffa1c30: f(5)> 3
<Greenlet at 0x7fa70ffa1870: f(5)> 3
<Greenlet at 0x7fa70ffa1eb0: f(5)> 3
<Greenlet at 0x7fa70ffa1c30: f(5)> 4
<Greenlet at 0x7fa70ffa1870: f(5)> 4
<Greenlet at 0x7fa70ffa1eb0: f(5)> 4
3. 給程序打補丁
from gevent import monkeyimport geventimport randomimport timedef coroutine_work(coroutine_name): for i in range(10): print(coroutine_name, i) time.sleep(random.random())gevent.joinall([ gevent.spawn(coroutine_work, "work1"), gevent.spawn(coroutine_work, "work2")])
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