9.1多进程(跳过)
import os print('Process (%s) start...' % os.getpid()) # Only works on Unix/Linux/Mac: pid = os.fork() if pid == 0: print('I am child process (%s) and my parent is %s.' % (os.getpid(), os.getppid())) else: print('I (%s) just created a child process (%s).' % (os.getpid(), pid))
Process (876) start... I (876) just created a child process (877). I am child process (877) and my parent is 876.
from multiprocessing import Process import os # 子进程要执行的代码 def run_proc(name): print('Run child process %s (%s)...' % (name, os.getpid())) if __name__=='__main__': print('Parent process %s.' % os.getpid()) p = Process(target=run_proc, args=('test',)) print('Child process will start.') p.start() p.join() print('Child process end.')
Parent process 928.
Child process will start.
Run child process test (929)...
Process end.
创建子进程时,只需要传入一个执行函数和函数的参数,创建一个Process实例,用start()方法启动,这样创建进程比fork()还要简单。
join()方法可以等待子进程结束后再继续往下运行,通常用于进程间的同步。
Pool
from multiprocessing import Pool import os, time, random def long_time_task(name): print('Run task %s (%s)...' % (name, os.getpid())) start = time.time() time.sleep(random.random() * 3) end = time.time() print('Task %s runs %0.2f seconds.' % (name, (end - start))) if __name__=='__main__': print('Parent process %s.' % os.getpid()) p = Pool(4) for i in range(5): p.apply_async(long_time_task, args=(i,)) print('Waiting for all subprocesses done...') p.close() p.join() print('All subprocesses done.')
Parent process 669.
Waiting for all subprocesses done...
Run task 0 (671)...
Run task 1 (672)...
Run task 2 (673)...
Run task 3 (674)...
Task 2 runs 0.14 seconds.
Run task 4 (673)...
Task 1 runs 0.27 seconds.
Task 3 runs 0.86 seconds.
Task 0 runs 1.41 seconds.
Task 4 runs 1.91 seconds.
All subprocesses done.

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