# How to properly round-up half float numbers?

Hello Guys, How are you all? Hope You all Are Fine. Today We Are Going To learn about How to properly round-up half float numbers in Python. So Here I am Explain to you all the possible Methods here.

## How to properly round-up half float numbers?

1. How to properly round-up half float numbers?

This is also called bankers rounding; instead of always rounding up or down (compounding rounding errors), by rounding to the nearest even number you average out rounding errors.

2. properly round-up half float numbers

This is also called bankers rounding; instead of always rounding up or down (compounding rounding errors), by rounding to the nearest even number you average out rounding errors.

## Method 1

The Numeric Types section documents this behaviour explicitly:

`round(x[, n])`
x rounded to n digits, rounding half to even. If n is omitted, it defaults to 0.

Note the rounding half to even. This is also called bankers rounding; instead of always rounding up or down (compounding rounding errors), by rounding to the nearest even number you average out rounding errors.

If you need more control over the rounding behaviour, use the `decimal` module, which lets you specify exactly what rounding strategy should be used.

For example, to round up from half:

```>>> from decimal import localcontext, Decimal, ROUND_HALF_UP
>>> with localcontext() as ctx:
...     ctx.rounding = ROUND_HALF_UP
...     for i in range(1, 15, 2):
...         n = Decimal(i) / 2
...         print(n, '=>', n.to_integral_value())
...
0.5 => 1
1.5 => 2
2.5 => 3
3.5 => 4
4.5 => 5
5.5 => 6
6.5 => 7```

## Method 2

For example:

```from decimal import Decimal, ROUND_HALF_UP

Decimal(1.5).quantize(0, ROUND_HALF_UP)

# This also works for rounding to the integer part:
Decimal(1.5).to_integral_value(rounding=ROUND_HALF_UP)```

## Conclusion

It’s all About this issue. Hope all Methods helped you a lot. Comment below Your thoughts and your queries. Also, Comment below which Method worked for you? Thank You.