Python 3.x rounding behavior

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别那么骄傲
别那么骄傲 2020-11-22 00:41

I was just re-reading What’s New In Python 3.0 and it states:

The round() function rounding strategy and return type have changed. Exact halfway cas

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  •  南笙
    南笙 (楼主)
    2020-11-22 00:58

    I recently had problems with this, too. Hence, I have developed a python 3 module that has 2 functions trueround() and trueround_precision() that address this and give the same rounding behaviour were are used to from primary school (not banker's rounding). Here is the module. Just save the code and copy it in or import it. Note: the trueround_precision module can change the rounding behaviour depending on needs according to the ROUND_CEILING, ROUND_DOWN, ROUND_FLOOR, ROUND_HALF_DOWN, ROUND_HALF_EVEN, ROUND_HALF_UP, ROUND_UP, and ROUND_05UP flags in the decimal module (see that modules documentation for more info). For the functions below, see the docstrings or use help(trueround) and help(trueround_precision) if copied into an interpreter for further documentation.

    #! /usr/bin/env python3
    # -*- coding: utf-8 -*-
    
    def trueround(number, places=0):
        '''
        trueround(number, places)
    
        example:
    
            >>> trueround(2.55, 1) == 2.6
            True
    
        uses standard functions with no import to give "normal" behavior to 
        rounding so that trueround(2.5) == 3, trueround(3.5) == 4, 
        trueround(4.5) == 5, etc. Use with caution, however. This still has 
        the same problem with floating point math. The return object will 
        be type int if places=0 or a float if places=>1.
    
        number is the floating point number needed rounding
    
        places is the number of decimal places to round to with '0' as the
            default which will actually return our interger. Otherwise, a
            floating point will be returned to the given decimal place.
    
        Note:   Use trueround_precision() if true precision with
                floats is needed
    
        GPL 2.0
        copywrite by Narnie Harshoe 
        '''
        place = 10**(places)
        rounded = (int(number*place + 0.5if number>=0 else -0.5))/place
        if rounded == int(rounded):
            rounded = int(rounded)
        return rounded
    
    def trueround_precision(number, places=0, rounding=None):
        '''
        trueround_precision(number, places, rounding=ROUND_HALF_UP)
    
        Uses true precision for floating numbers using the 'decimal' module in
        python and assumes the module has already been imported before calling
        this function. The return object is of type Decimal.
    
        All rounding options are available from the decimal module including 
        ROUND_CEILING, ROUND_DOWN, ROUND_FLOOR, ROUND_HALF_DOWN, ROUND_HALF_EVEN, 
        ROUND_HALF_UP, ROUND_UP, and ROUND_05UP.
    
        examples:
    
            >>> trueround(2.5, 0) == Decimal('3')
            True
            >>> trueround(2.5, 0, ROUND_DOWN) == Decimal('2')
            True
    
        number is a floating point number or a string type containing a number on 
            on which to be acted.
    
        places is the number of decimal places to round to with '0' as the default.
    
        Note:   if type float is passed as the first argument to the function, it
                will first be converted to a str type for correct rounding.
    
        GPL 2.0
        copywrite by Narnie Harshoe 
        '''
        from decimal import Decimal as dec
        from decimal import ROUND_HALF_UP
        from decimal import ROUND_CEILING
        from decimal import ROUND_DOWN
        from decimal import ROUND_FLOOR
        from decimal import ROUND_HALF_DOWN
        from decimal import ROUND_HALF_EVEN
        from decimal import ROUND_UP
        from decimal import ROUND_05UP
    
        if type(number) == type(float()):
            number = str(number)
        if rounding == None:
            rounding = ROUND_HALF_UP
        place = '1.'
        for i in range(places):
            place = ''.join([place, '0'])
        return dec(number).quantize(dec(place), rounding=rounding)
    

    Hope this helps,

    Narnie

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