q=queue.Queue() #线程队列
q=multiprocessing.Queue() #进程队列
1)进程通信第一种方式:进程队列
import queue,time import multiprocessing def foo(q): time.sleep(1) print("son process",id(q)) q.put(123) q.put("yuan") if __name__ == '__main__': #q=queue.Queue() q=multiprocessing.Queue() p=multiprocessing.Process(target=foo,args=(q,)) p.start() #p.join() print("main process",id(q)) print(q.get()) print(q.get())
2)进程通信第二种方式:(双向)管道Pipe
from multiprocessing import Process, Pipe def f(conn): conn.send([12, {"name":"yuan"}, 'hello']) response=conn.recv() print("response",response) conn.close() print("q_ID2:",id(conn)) if __name__ == '__main__': parent_conn, child_conn = Pipe() #双向管道 print("q_ID1:",id(child_conn)) p = Process(target=f, args=(child_conn,)) p.start() print(parent_conn.recv()) # prints "[42, None, 'hello']" parent_conn.send("儿子你好!") p.join()
3)进程通信第三种方式:Managers (实现进程间数据共享,此区别与进程队列和进程管道(数据复制))
from multiprocessing import Process, Manager def f(d, l,n): d[n] = '1' #{0:"1"} d['2'] = 2 #{0:"1","2":2} l.append(n) #[0,1,2,3,4, 0,1,2,3,4,5,6,7,8,9] #print(l) if __name__ == '__main__': with Manager() as manager: d = manager.dict()#{} l = manager.list(range(5))#[0,1,2,3,4] p_list = [] for i in range(10): p = Process(target=f, args=(d,l,i)) p.start() p_list.append(p) for res in p_list: res.join() print(d) print(l)