Write a NumPy program to compute the factor of a given array by Singular Value Decomposition

Sample Output:

Original array:
[[ 1.  0.  0.  0.  2.]
 [ 0.  0.  3.  0.  0.]
 [ 0.  0.  0.  0.  0.]
 [ 0.  2.  0.  0.  0.]]
Factor of a given array  by Singular Value Decomposition:
U=
 [[ 0.  1.  0.  0.]
 [ 1.  0.  0.  0.]
 [ 0.  0.  0. -1.]
 [ 0.  0.  1.  0.]] 
s=
 [ 3.          2.23606801  2.          0.        ] 
V=
 [[-0.          0.          1.         -0.          0.        ]
 [ 0.44721359 -0.         -0.         -0.          0.89442718]
 [-0.          1.          0.         -0.          0.        ]
 [ 0.          0.          0.          1.          0.        ]]