04_loop_python.py

def python_loop(random_list):
    """
    Takes a list of tuples and isolates all points that are within [0.2,0.4]
    for the first dimension and between [0.4,0.6] for the second dimension.
    """
    filtered_list = []
    for i in range(len(random_list)):
        if ((random_list[i][0] >= 0.2)
            and (random_list[i][1] >= 0.4)
            and (random_list[i][0] <= 0.4)
            and (random_list[i][1] <= 0.6)):
            filtered_list.append(random_list[i])
    return filtered_list

# Convert the numpy array to a list of tuples
python_list = list(map(tuple, array))

print('Python loop:\t', end='')
%timeit python_loop(python_list)