python - numpy reverse multidimensional array

Question

What is the simplest way in numpy to reverse the most inner values of an array like this:

array([[[1, 1, 1, 2],
    [2, 2, 2, 3],
    [3, 3, 3, 4]],

   [[1, 1, 1, 2],
    [2, 2, 2, 3],
    [3, 3, 3, 4]]])

so that I get the following result:

array([[[2, 1, 1, 1],
    [3, 2, 2, 2],
    [4, 3, 3, 3]],

   [[2, 1, 1, 1],
    [3, 2, 2, 2],
    [4, 3, 3, 3]]])

Thank you very much!

Answer 1

How about:

import numpy as np
a = np.array([[[10, 1, 1, 2],
               [2, 2, 2, 3],
               [3, 3, 3, 4]],
              [[1, 1, 1, 2],
               [2, 2, 2, 3],
               [3, 3, 3, 4]]])

and the reverse along the last dimension is:

b = a[:,:,::-1]

or

b = a[...,::-1]

although I like the later less since the first two dimensions are implicit and it is more difficult to see what is going on.