numpy.shares_memory() function – Python

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numpy.shares_memory() function determine if two arrays share memory.

Syntax : numpy.shares_memory(arr1, arr2, max_work = None)
Parameters :
arr1, arr2 : [ndarray] Input arrays.
max_work : [int, optional] Effort to spend on solving the overlap problem.
Return : [bool] Checking if two arrays share memory.

Code #1 :

# Python program explaining 
# numpy.shares_memory() function 
            
# importing numpy as geek  
import numpy as geek  
   
arr1 = geek.array([1, 2, 3, 4]) 
arr2 = geek.array([5, 6, 7]) 
  
gfg = geek.shares_memory(arr1, arr2) 
      
print (gfg) 

Output :

False

Code #2 :

# Python program explaining 
# numpy.shares_memory() function 
            
# importing numpy as geek  
import numpy as geek  
   
arr1 = geek.array([1, 2, 3, 4]) 
arr2 = arr1[::2] 
  
gfg = geek.shares_memory(arr1, arr2) 
      
print (gfg) 