Ray
Ray

Reputation: 192376

`/` vs `//` for division in Python

Is there any benefit to use one over the other? In Python 2, they both seem to return the same results:

>>> 6/3
2
>>> 6//3
2

Upvotes: 592

Views: 743730

Answers (16)

jaya ram
jaya ram

Reputation: 41

The previous answers are good. I want to add another point. Up to some values both of them result in the same quotient. After that floor division operator (//) works fine but not division (/) operator:

>>> int(755349677599789174 / 2) # Wrong answer
377674838799894592
>>> 755349677599789174 // 2     # Correct answer
377674838799894587

Upvotes: 4

N Randhawa
N Randhawa

Reputation: 9531

/ → Floating point division

// → Floor division

Let’s see some examples in both Python 2.7 and in Python 3.5.

Python 2.7.10 vs. Python 3.5

print (2/3)  ----> 0                   Python 2.7
print (2/3)  ----> 0.6666666666666666  Python 3.5

Python 2.7.10 vs. Python 3.5

print (4/2)  ----> 2         Python 2.7
print (4/2)  ----> 2.0       Python 3.5

Now if you want to have (in Python 2.7) the same output as in Python 3.5, you can do the following:

Python 2.7.10

from __future__ import division
print (2/3)  ----> 0.6666666666666666   # Python 2.7
print (4/2)  ----> 2.0                  # Python 2.7

Whereas there isn't any difference between floor division in both Python 2.7 and in Python 3.5.

138.93//3 ---> 46.0        # Python 2.7
138.93//3 ---> 46.0        # Python 3.5
4//3      ---> 1           # Python 2.7
4//3      ---> 1           # Python 3.5

Upvotes: 38

Fatema Tuz Zuhora
Fatema Tuz Zuhora

Reputation: 3756

  • // is floor division. It will always give you the floor value of the result.
  • And the other one, /, is the floating-point division.

In the following is the difference between / and //; I have run these arithmetic operations in Python 3.7.2.

>>> print (11 / 3)
3.6666666666666665

>>> print (11 // 3)
3

>>> print (11.3 / 3)
3.7666666666666667

>>> print (11.3 // 3)
3.0

Upvotes: 0

Sebastian Purakan
Sebastian Purakan

Reputation: 1

5.0//2 results in 2.0, and not 2, because the return type of the return value from // operator follows Python coercion (type casting) rules.

Python promotes conversion of lower data type (integer) to higher data type (float) to avoid data loss.

Upvotes: -3

Abrar Ahmad
Abrar Ahmad

Reputation: 119

Python 2.7 and other upcoming versions of Python:

  • Division (/)

Divides left hand operand by right hand operand

Example: 4 / 2 = 2

  • Floor division (//)

The division of operands where the result is the quotient in which the digits after the decimal point are removed. But if one of the operands is negative, the result is floored, i.e., rounded away from zero (towards negative infinity):

Examples: 9//2 = 4 and 9.0//2.0 = 4.0, -11//3 = -4, -11.0//3 = -4.0

Both / division and // floor division operator are operating in similar fashion.

Upvotes: 8

Eli Courtwright
Eli Courtwright

Reputation: 193161

In Python 3.x, 5 / 2 will return 2.5 and 5 // 2 will return 2. The former is floating point division, and the latter is floor division, sometimes also called integer division.

In Python 2.2 or later in the 2.x line, there is no difference for integers unless you perform a from __future__ import division, which causes Python 2.x to adopt the 3.x behavior.

Regardless of the future import, 5.0 // 2 will return 2.0 since that's the floor division result of the operation.

You can find a detailed description at PEP 238: Changing the Division Operator.

Upvotes: 792

Kena
Kena

Reputation: 6921

// implements "floor division", regardless of your type. So 1.0/2.0 will give 0.5, but both 1/2, 1//2 and 1.0//2.0 will give 0.

See PEP 238: Changing the Division Operator for details.

Upvotes: 41

Adam Bellaire
Adam Bellaire

Reputation: 110509

// is floor division. It will always give you the integer floor of the result. The other is 'regular' division.

Upvotes: 6

naoki fujita
naoki fujita

Reputation: 719

Summary

  • x//y : EXACT integer division
  • int(x/y) OR math.floor(x/y): INEXACT integer division (but almost correct)
  • x/y: floating point division (that has the loss of significance)

Remarkable Calculation Result

import math
N = 1004291331219602346 # huge number 

print(N//100) #=> 10042913312196023 is correct answer
print(math.floor(N/100)) #=> 10042913312196024 is wrong answer
print(math.ceil(N/100)) #=> 10042913312196024 is wrong answer
print(int(N/100)) #=> 10042913312196024 is wrong answer

Consideration

I think about the evaluation of int(x/y).
At first, Python evaluate the expression x/y and get INEXACT floating number z.
Second, Python evaluate the expression int(z).
We get a wrong result when the loss of significance cannot be ignored.

Upvotes: 0

iacob
iacob

Reputation: 24321

Python 3

Operation Result Notes
x / y quotient of x and y
x // y floored quotient of x and y (1)

Notes:

  1. Also referred to as integer division. The resultant value is a whole integer, though the result’s type is not necessarily int. The result is always rounded towards minus infinity: 1//2 is 0, (-1)//2 is -1, 1//(-2) is -1, and (-1)//(-2) is 0.

Python 2

Operation Result Notes
x / y quotient of x and y (1)
x // y (floored) quotient of x and y (4)(5)

Notes:

1. For (plain or long) integer division, the result is an integer. The result is always rounded towards minus infinity: 1/2 is 0, (-1)/2 is -1, 1/(-2) is -1, and (-1)/(-2) is 0. Note that the result is a long integer if either operand is a long integer, regardless of the numeric value.

4. Deprecated since version 2.3: The floor division operator, the modulo operator, and the divmod() function are no longer defined for complex numbers. Instead, convert to a floating point number using the abs() function if appropriate.

5. Also referred to as integer division. The resultant value is a whole integer, though the result’s type is not necessarily int.

Upvotes: 1

npnmodp
npnmodp

Reputation: 1242

Python 2.x Clarification:

To clarify for the Python 2.x line, / is neither floor division nor true division.

/ is floor division when both args are int, but is true division when either of the args are float.

Upvotes: 79

villamejia
villamejia

Reputation: 454

Python 3.x Clarification

Just to complement some previous answers.

It is important to remark that:

a // b

  • Is floor division. As in:

    math.floor(a/b)

  • Is not int division. As in:

    int(a/b)

  • Is not round to 0 float division. As in:

    round(a/b,0)

As a consequence, the way of behaving is different when it comes to positives an negatives numbers as in the following example:

1 // 2 is 0, as in:

math.floor(1/2)

-1 // 2 is -1, as in:

math.floor(-1/2)

Upvotes: 2

G.Ant
G.Ant

Reputation: 29

The answer of the equation is rounded to the next smaller integer or float with .0 as decimal point.

>>>print 5//2
2
>>> print 5.0//2
2.0
>>>print 5//2.0
2.0
>>>print 5.0//2.0
2.0

Upvotes: 2

Jonas Sciangula Street
Jonas Sciangula Street

Reputation: 1892

>>> print 5.0 / 2
2.5

>>> print 5.0 // 2
2.0

Upvotes: 13

Mark Roddy
Mark Roddy

Reputation: 27986

The double slash, //, is floor division:

>>> 7//3
2

Upvotes: 5

u0b34a0f6ae
u0b34a0f6ae

Reputation: 49833

As everyone has already answered, // is floor division.

Why this is important is that // is unambiguously floor division, in all Python versions from 2.2, including Python 3.x versions.

The behavior of / can change depending on:

  • Active __future__ import or not (module-local)
  • Python command line option, either -Q old or -Q new

Upvotes: 25

Related Questions