# Import the NumPy library
import numpy as np

def sliding_window_average(arr, window_size):
    return np.mean(np.lib.stride_tricks.sliding_window_view(arr, window_size), axis=1)

# creating an array and calling function and printing results   
Z = np.arange(20)
print(sliding_window_average(Z, 3))