# Import the NumPy library
import numpy as np

def sliding_window_average(arr, window_size):
    window = np.ones(window_size) / window_size
    return np.convolve(arr, window, mode='valid')

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