多處理中共享dict（）中的python shared Queue（）

Question

我剛剛學習了python多處理。 我想建立一個模型來模擬網絡中發送和接收消息的過程。 有向圖描述了兩個節點之間的關系，而字典描述了兩個節點之間的通信。 該詞典的值的數據類型為queue。 但是我遇到了一些錯誤：

from concurrent.futures import ProcessPoolExecutor
from multiprocessing import Manager

PoolGroup=[('R1','R2','R3'),('N1','N2','N3'),('E1','E2','E3')]
PoolElement=['R1','R2','R3','N1','N2','N3','E1','E2','E3']
graph={'R1':['N1','N2','N3'],
   'R2':['N1','N2','N3'],
   'R3':['N1','N2','N3'],
   'N1':['E1','E2','E3'],
   'N2':['E1','E2','E3'],
   'N3':['E1','E2','E3'],
   'E1':[],
   'E2':[],
   'E3':[]}

def addSigal(target,information):
    AllQueue[target].put(information)
    print("Succeed in sending msg to "+target)
    print(target+' now has ',AllQueue[target].qsize(),' signals')


def pool1function(name,information):
    targetlist=list(graph[name])
    print(name+" send information to "+str(targetlist))            
    with ProcessPoolExecutor() as pool1:
        pool1.map(addSigal,targetlist,[information]*3)


if __name__=='__main__':
    m=Manager()
    AllQueue=m.dict()
    AllQueue.update({PE:m.Queue() for PE in PoolElement})
    with ProcessPoolExecutor() as pool:       
        pool.map(pool1function,PoolGroup[0],[1,2,3])

不幸的是，結果僅顯示：

R1 send information to ['N1', 'N2', 'N3']
R2 send information to ['N1', 'N2', 'N3']
R3 send information to ['N1', 'N2', 'N3']

這意味着信息不會發送到相應的節點。 所以我檢查了AllQueue並發現了一些奇怪的東西：當我打印AllQueue ['R1']時，它顯示：

RemoteError: 
---------------------------------------------------------------------------
Unserializable message: ('#RETURN', <queue.Queue object at 0x10edd8dd8>)
---------------------------------------------------------------------------

我也無法從AllQueue ['R1']放置元素或獲取元素，這是什么問題？

Answer 1

這是將字典傳遞給任務的示例：

from concurrent.futures import ProcessPoolExecutor
from multiprocessing import Manager


def addSigal(target, information, q):
    print(target,information,q)
    q[target]=(information)
    print("Succeed in sending msg to "+target)
    print(target+' now has ',q[target])


if __name__=='__main__':
    m = Manager()
    AllQueue = m.dict()
    AllQueue.update({'A':0,'B':1})
    with ProcessPoolExecutor() as pool:
        pool.map(addSigal,'AB', [1, 2],[AllQueue,AllQueue])
    print(AllQueue)