pythonnumpyfloorceil

floor and ceil with number of decimals


I need to floor a float number with an specific number of decimals.

So:

2.1235 with 2 decimals --> 2.12
2.1276 with 2 decimals --> 2.12  (round would give 2.13 which is not what I need)

The function np.round accepts a decimals parameter but it appears that the functions ceil and floor don't accept a number of decimals and always return a number with zero decimals.

Of course I can multiply the number by 10^ndecimals, then apply floor and finally divide by 10^ndecimals

new_value = np.floor(old_value * 10**ndecimals) / 10**ndecimals

But I'm wondering if there's a built-in function that does this without having to do the operations.


Solution

  • Neither Python built-in nor numpy's version of ceil/floor support precision.

    One hint though is to reuse round instead of multiplication + division (should be much faster):

    def my_ceil(a, precision=0):
        return np.round(a + 0.5 * 10**(-precision), precision)
    
    def my_floor(a, precision=0):
        return np.round(a - 0.5 * 10**(-precision), precision)
    

    UPD: As pointed out by @aschipfl, for whole values np.round will round to the nearest even, which will lead to unexpected results, e.g. my_ceil(11) will return 12. Here is an updated solution, free of this problem:

    def my_ceil(a, precision=0):
        return np.true_divide(np.ceil(a * 10**precision), 10**precision)
    
    def my_floor(a, precision=0):
        return np.true_divide(np.floor(a * 10**precision), 10**precision)