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There is no built in reverse function in Python's str object. What is the best way of implementing this?

If supplying a very concise answer, please elaborate on it's efficiency. Is the str converted to a different object, etc.

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13 Answers 13

up vote 1679 down vote accepted

How about:

>>> 'hello world'[::-1]
'dlrow olleh'

This is extended slice syntax. It works by doing [begin:end:step] - by leaving begin and end off and specifying a step of -1, it reverses a string.

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@Paolo's s[::-1] is fastest; a slower approach (maybe more readable, but that's debatable) is ''.join(reversed(s)).

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What is the best way of implementing a reverse function for strings?

There is no built-in reverse function in Python's str object.

In my long illustrious career of being a programmer, I have never seen a practical need to reverse a string. So congratulations, you must be learning Python.

There's a couple of things about Python's strings you should know:

  1. In Python, strings are immutable. Changing a string does not modify the string. It creates a new one.

  2. Strings are sliceable. Slicing a string gives you a new string from one point in the string, backwards or forwards, to another point, by given increments. They take slice notation or a slice object in a subscript:

    string[subscript]
    

The subscript creates a slice by including a colon within the braces:

    string[start:stop:step]

To create a slice outside of the braces, you'll need to create a slice object:

    slice_obj = slice(start, stop, step)
    string[slice_obj]

A readable approach:

While ''.join(reversed('foo')) is readable, it requires calling a string method, str.join, on another called function, which can be rather slow. Let's put this in a function - we'll come back to it:

def reverse_string_readable_answer(string):
    return ''.join(reversed(string))

Most performant approach:

Much faster is using a reverse slice:

'foo'[::-1]

But how can we make this more readable and understandable to someone less familiar with the intent of the original author? Let's create a named slice object, and pass it to the subscript notation.

start = stop = None
step = -1
reverse_slice = slice(start, stop, step)
'foo'[reverse_slice]

Implement as Function

To actually implement this as a function, I think it is semantically clear enough to simply use a descriptive name:

def reversed_string(a_string):
    return a_string[::-1]

And usage is simply:

reversed_string('foo')

What your teacher probably wants:

If you have an instructor, they probably want you to start with an empty string, and build up a new string from the old one. You can do this with pure syntax and literals using a while loop:

def reverse_a_string_slowly(a_string):
    new_string = ''
    index = len(a_string)
    while index:
        index -= 1                    # index = index - 1
        new_string += a_string[index] # new_string = new_string + character
    return new_string

This is theoretically bad because, remember, strings are immutable - so every time where it looks like you're appending a character onto your new_string, it's theoretically creating a new string every time! However, CPython knows how to optimize this in certain cases, of which this trivial case is one.

Best Practice

Theoretically better is to collect your substrings in a list, and join them later:

def reverse_a_string_more_slowly(a_string):
    new_strings = []
    index = len(a_string)
    while index:
        index -= 1                       
        new_strings.append(a_string[index])
    return ''.join(new_strings)

However, as we will see in the timings below for CPython, this actually takes longer, because CPython can optimize the string concatenation.

Timings

Here are the timings:

>>> a_string = 'amanaplanacanalpanama' * 10
>>> min(timeit.repeat(lambda: reverse_string_readable_answer(a_string)))
10.38789987564087
>>> min(timeit.repeat(lambda: reversed_string(a_string)))
0.6622700691223145
>>> min(timeit.repeat(lambda: reverse_a_string_slowly(a_string)))
25.756799936294556
>>> min(timeit.repeat(lambda: reverse_a_string_more_slowly(a_string)))
38.73570013046265

CPython optimizes string concatenation, whereas other implementations may not:

... do not rely on CPython's efficient implementation of in-place string concatenation for statements in the form a += b or a = a + b . This optimization is fragile even in CPython (it only works for some types) and isn't present at all in implementations that don't use refcounting. In performance sensitive parts of the library, the ''.join() form should be used instead. This will ensure that concatenation occurs in linear time across various implementations.

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Quick Answer (TL;DR)

Example

### example01 -------------------
mystring  =   'coup_ate_grouping'
backwards =   mystring[::-1]
print backwards

### ... or even ...
mystring  =   'coup_ate_grouping'[::-1]
print mystring

### result01 -------------------
'''
gnipuorg_eta_puoc
'''

Detailed Answer

Background

This answer is provided to address the following concern from a user odigity:

Wow. I was horrified at first by the solution Paolo proposed, but that took a back seat to the horror I felt upon reading the first comment: "That's very pythonic. Good job!" I'm so disturbed that such a bright community thinks using such cryptic methods for something so basic is a good idea. Why isn't it just s.reverse()?

Problem

  • Context
    • Python 2.x
    • Python 3.x
  • Scenario:
    • Developer wants to transform a string
    • Transformation is to reverse order of all the characters

Solution

Pitfalls

  • Developer might expect something like string.reverse()
  • The native idiomatic (aka "pythonic") solution may not be readable to newer developers
  • Developer may be tempted to implement his or her own version of string.reverse() to avoid slice notation.
  • The output of slice notation may be counter-intuitive in some cases:
    • see e.g., example02
      • print 'coup_ate_grouping'[-4:] ## => 'ping'
      • compared to
      • print 'coup_ate_grouping'[-4:-1] ## => 'pin'
      • compared to
      • print 'coup_ate_grouping'[-1] ## => 'g'
    • the different outcomes of indexing on [-1] may throw some developers off

Rationale

Python has a special circumstance to be aware of: a string is an iterable type.

One rationale for excluding a string.reverse() method is to give python developers incentive to leverage the power of this special circumstance.

In simplified terms, this simply means each individual character in a string can be easily operated on as a part of a sequential array of elements, just like arrays in other programming languages.

To understand how this works, reviewing example02 can provide a good overview.

Example02

### example02 -------------------
## start (with positive integers)
print 'coup_ate_grouping'[0]  ## => 'c'
print 'coup_ate_grouping'[1]  ## => 'o' 
print 'coup_ate_grouping'[2]  ## => 'u' 

## start (with negative integers)
print 'coup_ate_grouping'[-1]  ## => 'g'
print 'coup_ate_grouping'[-2]  ## => 'n' 
print 'coup_ate_grouping'[-3]  ## => 'i' 

## start:end 
print 'coup_ate_grouping'[0:4]    ## => 'coup'    
print 'coup_ate_grouping'[4:8]    ## => '_ate'    
print 'coup_ate_grouping'[8:12]   ## => '_gro'    

## start:end 
print 'coup_ate_grouping'[-4:]    ## => 'ping' (counter-intuitive)
print 'coup_ate_grouping'[-4:-1]  ## => 'pin'
print 'coup_ate_grouping'[-4:-2]  ## => 'pi'
print 'coup_ate_grouping'[-4:-3]  ## => 'p'
print 'coup_ate_grouping'[-4:-4]  ## => ''
print 'coup_ate_grouping'[0:-1]   ## => 'coup_ate_groupin'
print 'coup_ate_grouping'[0:]     ## => 'coup_ate_grouping' (counter-intuitive)

## start:end:step (or stop:end:stride)
print 'coup_ate_grouping'[-1::1]  ## => 'g'   
print 'coup_ate_grouping'[-1::-1] ## => 'gnipuorg_eta_puoc'

## combinations
print 'coup_ate_grouping'[-1::-1][-4:] ## => 'puoc'

Conclusion

The cognitive load associated with understanding how slice notation works in python may indeed be too much for some adopters and developers who do not wish to invest much time in learning the language.

Nevertheless, once the basic principles are understood, the power of this approach over fixed string manipulation methods can be quite favorable.

For those who think otherwise, there are alternate approaches, such as lambda functions, iterators, or simple one-off function declarations.

If desired, a developer can implement her own string.reverse() method, however it is good to understand the rationale behind this "quirk" of python.

See also

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Reverse a string in python without using reversed() or [::-1]

def reverse(test):
    n = len(test)
    x=""
    for i in range(n-1,-1,-1):
        x += test[i]
    return x
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Here is a no fancy one:

def reverse(text):
    r_text = ''
    index = len(text) - 1

    while index >= 0:
        r_text += text[index] #string canbe concatenated
        index -= 1

    return r_text

print reverse("hello, world!")
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def reverse(input):
    return reduce(lambda x,y : y+x, input)
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I clicked upvote, because I like this lambda expression. Unfortunately, it's the least efficient solution from all listed above (test: Gist palindrome.py ) – oski86 Jul 24 '15 at 16:32

A lesser perplexing way to look at it would be:

string = 'happy'
print(string)

'happy'

string_reversed = string[-1::-1]
print(string_reversed)

'yppah'

In English [-1::-1] reads as:

"Starting at -1, go all the way, taking steps of -1"

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Here is one without [::-1] or reversed (for learning purposes):

def reverse(text):
    new_string = []
    n = len(text)
    while (n > 0):
        new_string.append(text[n-1])
        n -= 1
    return ''.join(new_string)
print reverse("abcd")

you can use += to concatenate strings but join() is faster.

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Another easy alternative, though not the most efficient: convert the string to a list using the list() function. A list value is a mutable data type. Therefore we can use the method reverse() which reverses the objects of a list in place. And then we convert the list back to a string using the list join method with an empty separator:

>>> s = 'hello world'
>>> s
'hello world'
>>> t = list(s) # convert to list
>>> t
['h', 'e', 'l', 'l', 'o', ' ', 'w', 'o', 'r', 'l', 'd']
>>> t.reverse() # reverse method of list
>>> t
['d', 'l', 'r', 'o', 'w', ' ', 'o', 'l', 'l', 'e', 'h']
>>> s = ''.join(t) # convert to string
>>> s
'dlrow olleh'
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Sure, in Python you can do very fancy 1-line stuff. :)
Here's a simple, all rounder solution that could work in any programming language.

def reverse_string(phrase):
    reversed = ""
    length = len(phrase)
    for i in range(length):
        reversed += phrase[length-1-i]
    return reversed

phrase = raw_input("Provide a string: ")
print reverse_string(phrase)
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You can use the reversed function with a list comprehesive. But I don't understand why this method was eliminated in python 3, was unnecessarily.

string = [ char for char in reversed(string)]
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What was eliminated? This continues to work just fine in Py3... – ShadowRanger Nov 4 '16 at 5:54
s = 'hello'
ln = len(s)
i = 1
while True:
    rev = s[ln-i]
    print rev,
    i = i + 1
    if i == ln + 1 :
        break

OUTPUT :

o l l e h
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protected by Jon Clements Apr 11 '13 at 8:29

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