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Title: Sorting Techniques — Python 3.15.0a5 documentation

Open Graph Title: Sorting Techniques

Description: Author, Andrew Dalke and Raymond Hettinger,. Python lists have a built-in list.sort() method that modifies the list in-place. There is also a sorted() built-in function that builds a new sorted lis...

Open Graph Description: Author, Andrew Dalke and Raymond Hettinger,. Python lists have a built-in list.sort() method that modifies the list in-place. There is also a sorted() built-in function that builds a new sorted lis...

Opengraph URL: https://docs.python.org/3/howto/sorting.html

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Domain: docs.python.org

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og:site_name	Python documentation
og:image:width	1146
og:image:height	600
og:image	https://docs.python.org/3.15/_images/social_previews/summary_howto_sorting_7a3904e2.png
og:image:alt	Author, Andrew Dalke and Raymond Hettinger,. Python lists have a built-in list.sort() method that modifies the list in-place. There is also a sorted() built-in function that builds a new sorted lis...
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Links:

	https://www.python.org/
Table of Contents	https://docs.python.org/dev/contents.html
Sorting Techniques	https://docs.python.org/dev/howto/sorting.html
Sorting Basics	https://docs.python.org/dev/howto/sorting.html#sorting-basics
Key Functions	https://docs.python.org/dev/howto/sorting.html#key-functions
Operator Module Functions and Partial Function Evaluation	https://docs.python.org/dev/howto/sorting.html#operator-module-functions-and-partial-function-evaluation
Ascending and Descending	https://docs.python.org/dev/howto/sorting.html#ascending-and-descending
Sort Stability and Complex Sorts	https://docs.python.org/dev/howto/sorting.html#sort-stability-and-complex-sorts
Decorate-Sort-Undecorate	https://docs.python.org/dev/howto/sorting.html#decorate-sort-undecorate
Comparison Functions	https://docs.python.org/dev/howto/sorting.html#comparison-functions
Strategies For Unorderable Types and Values	https://docs.python.org/dev/howto/sorting.html#strategies-for-unorderable-types-and-values
Odds and Ends	https://docs.python.org/dev/howto/sorting.html#odds-and-ends
Partial Sorts	https://docs.python.org/dev/howto/sorting.html#partial-sorts
Socket Programming HOWTO	https://docs.python.org/dev/howto/sockets.html
Unicode HOWTO	https://docs.python.org/dev/howto/unicode.html
Report a bug	https://docs.python.org/dev/bugs.html
Show source	https://github.com/python/cpython/blob/main/Doc/howto/sorting.rst?plain=1
index	https://docs.python.org/dev/genindex.html
modules	https://docs.python.org/dev/py-modindex.html
next	https://docs.python.org/dev/howto/unicode.html
previous	https://docs.python.org/dev/howto/sockets.html
Python	https://www.python.org/
3.15.0a5 Documentation	https://docs.python.org/dev/index.html
Python HOWTOs	https://docs.python.org/dev/howto/index.html
Sorting Techniques	https://docs.python.org/dev/howto/sorting.html
¶	https://docs.python.org/dev/howto/sorting.html#sorting-techniques
list.sort()	https://docs.python.org/dev/library/stdtypes.html#list.sort
sorted()	https://docs.python.org/dev/library/functions.html#sorted
¶	https://docs.python.org/dev/howto/sorting.html#sorting-basics
sorted()	https://docs.python.org/dev/library/functions.html#sorted
list.sort()	https://docs.python.org/dev/library/stdtypes.html#list.sort
sorted()	https://docs.python.org/dev/library/functions.html#sorted
list.sort()	https://docs.python.org/dev/library/stdtypes.html#list.sort
sorted()	https://docs.python.org/dev/library/functions.html#sorted
¶	https://docs.python.org/dev/howto/sorting.html#key-functions
list.sort()	https://docs.python.org/dev/library/stdtypes.html#list.sort
sorted()	https://docs.python.org/dev/library/functions.html#sorted
min()	https://docs.python.org/dev/library/functions.html#min
max()	https://docs.python.org/dev/library/functions.html#max
heapq.nsmallest()	https://docs.python.org/dev/library/heapq.html#heapq.nsmallest
heapq.nlargest()	https://docs.python.org/dev/library/heapq.html#heapq.nlargest
str.casefold()	https://docs.python.org/dev/library/stdtypes.html#str.casefold
dataclass	https://docs.python.org/dev/library/dataclasses.html#dataclasses.dataclass
named tuple	https://docs.python.org/dev/glossary.html#term-named-tuple
¶	https://docs.python.org/dev/howto/sorting.html#operator-module-functions-and-partial-function-evaluation
key function	https://docs.python.org/dev/glossary.html#term-key-function
operator	https://docs.python.org/dev/library/operator.html#module-operator
itemgetter()	https://docs.python.org/dev/library/operator.html#operator.itemgetter
attrgetter()	https://docs.python.org/dev/library/operator.html#operator.attrgetter
methodcaller()	https://docs.python.org/dev/library/operator.html#operator.methodcaller
functools	https://docs.python.org/dev/library/functools.html#module-functools
partial()	https://docs.python.org/dev/library/functools.html#functools.partial
arity	https://en.wikipedia.org/wiki/Arity
¶	https://docs.python.org/dev/howto/sorting.html#ascending-and-descending
list.sort()	https://docs.python.org/dev/library/stdtypes.html#list.sort
sorted()	https://docs.python.org/dev/library/functions.html#sorted
¶	https://docs.python.org/dev/howto/sorting.html#sort-stability-and-complex-sorts
stable	https://en.wikipedia.org/wiki/Sorting_algorithm#Stability
Timsort	https://en.wikipedia.org/wiki/Timsort
¶	https://docs.python.org/dev/howto/sorting.html#decorate-sort-undecorate
Schwartzian transform	https://en.wikipedia.org/wiki/Schwartzian_transform
¶	https://docs.python.org/dev/howto/sorting.html#comparison-functions
balance scale	https://upload.wikimedia.org/wikipedia/commons/1/17/Balance_à_tabac_1850.JPG
locale.strcoll()	https://docs.python.org/dev/library/locale.html#locale.strcoll
functools.cmp_to_key	https://docs.python.org/dev/library/functools.html#functools.cmp_to_key
¶	https://docs.python.org/dev/howto/sorting.html#strategies-for-unorderable-types-and-values
TypeError	https://docs.python.org/dev/library/exceptions.html#TypeError
IEEE-754 standard	https://en.wikipedia.org/wiki/IEEE_754
TypeError	https://docs.python.org/dev/library/exceptions.html#TypeError
¶	https://docs.python.org/dev/howto/sorting.html#odds-and-ends
locale.strxfrm()	https://docs.python.org/dev/library/locale.html#locale.strxfrm
locale.strcoll()	https://docs.python.org/dev/library/locale.html#locale.strcoll
reversed()	https://docs.python.org/dev/library/functions.html#reversed
__lt__()	https://docs.python.org/dev/reference/datamodel.html#object.__lt__
__gt__()	https://docs.python.org/dev/reference/datamodel.html#object.__gt__
__lt__()	https://docs.python.org/dev/reference/datamodel.html#object.__lt__
object.__lt__()	https://docs.python.org/dev/reference/datamodel.html#object.__lt__
PEP 8	https://peps.python.org/pep-0008/
total_ordering()	https://docs.python.org/dev/library/functools.html#functools.total_ordering
¶	https://docs.python.org/dev/howto/sorting.html#partial-sorts
min()	https://docs.python.org/dev/library/functions.html#min
max()	https://docs.python.org/dev/library/functions.html#max
heapq.nsmallest()	https://docs.python.org/dev/library/heapq.html#heapq.nsmallest
heapq.nlargest()	https://docs.python.org/dev/library/heapq.html#heapq.nlargest
heapq.heappush()	https://docs.python.org/dev/library/heapq.html#heapq.heappush
heapq.heappop()	https://docs.python.org/dev/library/heapq.html#heapq.heappop
Table of Contents	https://docs.python.org/dev/contents.html
Sorting Techniques	https://docs.python.org/dev/howto/sorting.html
Sorting Basics	https://docs.python.org/dev/howto/sorting.html#sorting-basics
Key Functions	https://docs.python.org/dev/howto/sorting.html#key-functions
Operator Module Functions and Partial Function Evaluation	https://docs.python.org/dev/howto/sorting.html#operator-module-functions-and-partial-function-evaluation
Ascending and Descending	https://docs.python.org/dev/howto/sorting.html#ascending-and-descending
Sort Stability and Complex Sorts	https://docs.python.org/dev/howto/sorting.html#sort-stability-and-complex-sorts
Decorate-Sort-Undecorate	https://docs.python.org/dev/howto/sorting.html#decorate-sort-undecorate
Comparison Functions	https://docs.python.org/dev/howto/sorting.html#comparison-functions
Strategies For Unorderable Types and Values	https://docs.python.org/dev/howto/sorting.html#strategies-for-unorderable-types-and-values
Odds and Ends	https://docs.python.org/dev/howto/sorting.html#odds-and-ends
Partial Sorts	https://docs.python.org/dev/howto/sorting.html#partial-sorts
Socket Programming HOWTO	https://docs.python.org/dev/howto/sockets.html
Unicode HOWTO	https://docs.python.org/dev/howto/unicode.html
Report a bug	https://docs.python.org/dev/bugs.html
Show source	https://github.com/python/cpython/blob/main/Doc/howto/sorting.rst?plain=1
index	https://docs.python.org/dev/genindex.html
modules	https://docs.python.org/dev/py-modindex.html
next	https://docs.python.org/dev/howto/unicode.html
previous	https://docs.python.org/dev/howto/sockets.html
Python	https://www.python.org/
3.15.0a5 Documentation	https://docs.python.org/dev/index.html
Python HOWTOs	https://docs.python.org/dev/howto/index.html
Sorting Techniques	https://docs.python.org/dev/howto/sorting.html
Copyright	https://docs.python.org/dev/copyright.html
History and License	https://docs.python.org/license.html
Please donate.	https://www.python.org/psf/donations/
Found a bug	https://docs.python.org/bugs.html
Sphinx	https://www.sphinx-doc.org/

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