進程之間共享數據(數值型):
import multiprocessing
def func(num):
num.value=10.78 #子進程改變數值的值,主進程跟着改變
if __name__=="__main__":
num=multiprocessing.Value("d",10.0) # d表示數值,主進程與子進程共享這個value。(主進程與子進程都是用的同一個value)
print(num.value)
p=multiprocessing.Process(target=func,args=(num,))
p.start()
p.join()
print(num.value)
進程之間共享數據(數組型):
import multiprocessing
import ctypes
def func(num):
num[2]=9999 #子進程改變數組,主進程跟着改變
if __name__=="__main__":
num=multiprocessing.Array(ctypes.c_int,[1,2,3,4,5]) #主進程與子進程共享這個數組
print(num[:])
p=multiprocessing.Process(target=func,args=(num,))
p.start()
p.join()
print(num[:])
ctypes支持的原生數據類型如下:
ctypes類型 | C 類型 | Python 類型 |
---|---|---|
c_char | char | 1-character string |
c_wchar | wchar_t | 1-character unicode string |
c_byte | char | int/long |
c_ubyte | unsigned char | int/long |
c_bool | bool | bool |
c_short | short | int/long |
c_ushort | unsigned short | int/long |
c_int | int | int/long |
c_uint | unsigned int | int/long |
c_long | long | int/long |
c_ulong | unsigned long | int/long |
c_longlong | __int64 or longlong | int/long |
c_ulonglong | unsigned __int64 or unsigned long long | int/long |
c_float | float | float |
c_double | double | float |
c_longdouble | long double float | float |
c_char_p | char * | string or None |
c_wchar_p | wchar_t * | unicode or None |
c_void_p | void * | int/long or None |
進程之間共享數據(dict,list):
import multiprocessing
def func(mydict,mylist):
mydict["index1"]="aaaaaa" #子進程改變dict,主進程跟着改變
mydict["index2"]="bbbbbb"
mylist.append(11) #子進程改變List,主進程跟着改變
mylist.append(22)
mylist.append(33)
if __name__=="__main__":
with multiprocessing.Manager() as MG: #重命名
mydict=multiprocessing.Manager().dict() #主進程與子進程共享這個字典
mylist=multiprocessing.Manager().list(range(5)) #主進程與子進程共享這個List
p=multiprocessing.Process(target=func,args=(mydict,mylist))
p.start()
p.join()
print(mylist)
print(mydict)