table of Contents
What is the process
Process: a process or a task in progress, the data used by each process in memory is the physical level of isolation from each other
Example (monocytes + multi-channel, to achieve concurrent execution of multiple processes):
I was in a period of time there are many things to do, such as cooking, water heating, washing clothes, but I can only do one thing. But if every thing I did after a pause and do something else, that does not guarantee all my things are in progress Well
The difference between the process and procedures?
Difference: a process in progress or a task, and the program only only just a bunch of code.
Process of multiprocessing module
Features:
Many features multiprocessing module: support for the child process, communicate and share data and synchronize different forms, provides Process, Queue, Pipe, Lock and other components.
Need to re-emphasize is this: Unlike threads, processes, no shared state, the process of modifying the data, only changes in the process.
Process
****** ****** parameters introduced
group参数未使用,值始终为None
target表示调用对象,即子进程要执行的任务
args表示调用对象的位置参数元组,args=(1,2,'egon',)
kwargs表示调用对象的字典,kwargs={'name':'egon','age':18}
name为子进程的名称
Methods Introduction
p.start():启动进程,并调用该子进程中的p.run()
p.run():进程启动时运行的方法,正是它去调用target指定的函数,我们自定义类的类中一定要实现该方法
p.terminate():强制终止进程p,不会进行任何清理操作,如果p创建了子进程,该子进程就成了僵尸进程,使用该方法需要特别小心这种情况。如果p还保存了一个锁那么也将不会被释放,进而导致死锁
p.is_alive():如果p仍然运行,返回True
p.join([timeout]):主线程等待p终止(强调:是主线程处于等的状态,而p是处于运行的状态)。timeout是可选的超时时间,需要强调的是,p.join只能join住start开启的进程,而不能join住run开启的进程
Create a process in two ways
The first way to create a process of:
###开启子进程方式一
#导入模块
from multiprocessing import Process
import time
#写进程
def zi():
print('进程开启')
time.sleep(3)
print('进程结束')
#win 10下必须写
if __name__ == '__main__':
#创建进程
p = Process(target= zi)
#启动进程
p.start()
The second way to create a process:
###开启进程方式二
#导包
from multiprocessing import Process
import time
#通过自定义类的方式启动进程
#继承Process
class My(Process):
def __init__(self):
super().__init__()
def run(self):
print('进程启动-----')
time.sleep(3)
print('进程结束-----')
if __name__ == '__main__':
p = My()
p.start()
join method of process
Serial:
- Inside the same time, programs are sequentially executed in sequence
parallel:
- Inside the same time period, while the implementation of the program
join method:
from multiprocessing import Process
import time
def dask():
print('进程开启——————————')
time.sleep(5)
print('进程结束——————————')
if __name__ == '__main__':
p = Process(target= dask)
p.start()
p.join()
print('主进程')
---------- process open
end of the process ----------
primary process
from multiprocessing import Process
import time
def dask():
print('进程开启——————————')
time.sleep(5)
print('进程结束——————————')
if __name__ == '__main__':
p = Process(target= dask)
p.start()
#p.join()
print('主进程')
Main process
process open ----------
End Process ----------