快捷導(dǎo)航

Python3.5多進(jìn)程原理與用法實(shí)例分析

更新時(shí)間：2019年04月05日 09:20:35 作者：loveliuzz

這篇文章主要介紹了Python3.5多進(jìn)程原理與用法,結(jié)合實(shí)例形式分析了多進(jìn)程的原理、單進(jìn)程、多進(jìn)程、進(jìn)程類及進(jìn)程隊(duì)列等相關(guān)定義與使用技巧,需要的朋友可以參考下

本文實(shí)例講述了Python3.5多進(jìn)程原理與用法。分享給大家供大家參考，具體如下：

進(jìn)程類：Process

示例及代碼：

（1）創(chuàng)建函數(shù)作為單進(jìn)程

#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:ZhengzhengLiu
import multiprocessing
import time
#創(chuàng)建函數(shù)并將其作為單個(gè)進(jìn)程
def worker(interval):
  n = 5    #進(jìn)程數(shù)
  while n>0:
    print("The time is ：{0}".format(time.ctime()))   #初始化時(shí)間
    time.sleep(interval)    #睡眠時(shí)間
    n-=1
if __name__ == "__main__":
  # 創(chuàng)建進(jìn)程，target：調(diào)用對(duì)象，args：傳參數(shù)到對(duì)象
  p = multiprocessing.Process(target=worker,args=(2,))
  p.start()    #開啟進(jìn)程
  print("進(jìn)程號(hào):",p.pid)
  print("進(jìn)程別名:",p.name)
  print("進(jìn)程存活狀態(tài):",p.is_alive())

運(yùn)行結(jié)果：

進(jìn)程號(hào): 6784
進(jìn)程別名: Process-1
進(jìn)程存活狀態(tài): True
The time is ：Wed Nov 1 10:59:03 2017
The time is ：Wed Nov 1 10:59:05 2017
The time is ：Wed Nov 1 10:59:07 2017
The time is ：Wed Nov 1 10:59:09 2017
The time is ：Wed Nov 1 10:59:11 2017

（2）創(chuàng)建函數(shù)作為多進(jìn)程

#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:ZhengzhengLiu
import multiprocessing
import time
#創(chuàng)建函數(shù)作為多進(jìn)程
def work1(interval):
  print("work1...")
  time.sleep(interval)
  print("end work1...")
def work2(interval):
  print("work2...")
  time.sleep(interval)
  print("end work2...")
def work3(interval):
  print("work3...")
  time.sleep(interval)
  print("end work3...")
if __name__ == "__main__":
  p1 = multiprocessing.Process(target=work1,args=(1,))
  p2 = multiprocessing.Process(target=work2,args=(2,))
  p3 = multiprocessing.Process(target=work3,args=(3,))
  p1.start()
  p2.start()
  p3.start()
  print("The number of CPU is %d:"%(multiprocessing.cpu_count()))   #打印CPU核數(shù)
  for p in multiprocessing.active_children():     #循環(huán)打印子進(jìn)程的名稱和pid
    print("子進(jìn)程名稱：%s，子進(jìn)程pid：%d" %(p.name,p.pid))
  print("ending....")

運(yùn)行結(jié)果：

The number of CPU is 4:
子進(jìn)程名稱：Process-2，子進(jìn)程pid：7108
子進(jìn)程名稱：Process-1，子進(jìn)程pid：1896
子進(jìn)程名稱：Process-3，子進(jìn)程pid：7952
ending....
work3...
work1...
work2...
end work1...
end work2...
end work3...

注：先運(yùn)行主進(jìn)程的內(nèi)容，再運(yùn)行子進(jìn)程

（3）將進(jìn)程定義成一個(gè)類

#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:ZhengzhengLiu
import multiprocessing
import time
#將進(jìn)程定義為一個(gè)類
class ClockProcess(multiprocessing.Process):
  def __init__(self,interval):
    multiprocessing.Process.__init__(self)   #重構(gòu)了Process類里面的構(gòu)造函數(shù)
    self.interval = interval
  def run(self):     #固定用run方法，啟動(dòng)進(jìn)程自動(dòng)調(diào)用run方法
    n = 5
    while n>0:
      print("The time is {0}".format(time.ctime()))
      time.sleep(self.interval)
      n-=1
if __name__ == "__main__":
  p = ClockProcess(2)
  p.start()

運(yùn)行結(jié)果：

The time is Wed Nov 1 11:31:28 2017
The time is Wed Nov 1 11:31:30 2017
The time is Wed Nov 1 11:31:32 2017
The time is Wed Nov 1 11:31:34 2017
The time is Wed Nov 1 11:31:36 2017

（4）Queue（隊(duì)列）實(shí)現(xiàn)多進(jìn)程數(shù)據(jù)傳輸

#!/usr/bin/env python
# -*- coding:utf-8 -*-
# Author:ZhengzhengLiu
import multiprocessing
#Queue是多進(jìn)程安全的隊(duì)列，可以使用實(shí)現(xiàn)多進(jìn)程之間的數(shù)據(jù)傳遞
def writer_proc(q):
  try:
    q.put(1,block=False)    #put方法插入數(shù)據(jù)到隊(duì)列中
  except:
    pass
def reader_proc(q):
  try:
    print(q.get(block=False))    #get方法從隊(duì)列中讀取并刪除一個(gè)元素
  except:
    pass
if __name__ == "__main__":
  q = multiprocessing.Queue()
  writer = multiprocessing.Process(target=writer_proc,args=(q,))
  writer.start()
  reader = multiprocessing.Process(target=reader_proc,args=(q,))
  reader.start()
  reader.join()
  writer.join()

運(yùn)行結(jié)果：