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Georg Brandl68ee3a52008-03-25 07:21:32 +00001.. XXX document all delegations to __special__ methods
Georg Brandl116aa622007-08-15 14:28:22 +00002.. _built-in-funcs:
3
4Built-in Functions
5==================
6
Georg Brandl42514812008-05-05 21:05:32 +00007The Python interpreter has a number of functions and types built into it that
8are always available. They are listed here in alphabetical order.
Georg Brandl116aa622007-08-15 14:28:22 +00009
Julien Palarda908bc42020-07-09 11:38:41 +020010+---------------------------------------------------------------------------------------------------+
11| Built-in Functions |
12+=========================+=======================+=======================+=========================+
13| | **A** | | **E** | | **L** | | **R** |
14| | :func:`abs` | | :func:`enumerate` | | :func:`len` | | |func-range|_ |
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -040015| | :func:`aiter` | | :func:`eval` | | |func-list|_ | | :func:`repr` |
16| | :func:`all` | | :func:`exec` | | :func:`locals` | | :func:`reversed` |
17| | :func:`any` | | | | | | :func:`round` |
18| | :func:`anext` | | **F** | | **M** | | |
19| | :func:`ascii` | | :func:`filter` | | :func:`map` | | **S** |
20| | | | :func:`float` | | :func:`max` | | |func-set|_ |
21| | **B** | | :func:`format` | | |func-memoryview|_ | | :func:`setattr` |
22| | :func:`bin` | | |func-frozenset|_ | | :func:`min` | | :func:`slice` |
23| | :func:`bool` | | | | | | :func:`sorted` |
24| | :func:`breakpoint` | | **G** | | **N** | | :func:`staticmethod` |
25| | |func-bytearray|_ | | :func:`getattr` | | :func:`next` | | |func-str|_ |
26| | |func-bytes|_ | | :func:`globals` | | | | :func:`sum` |
27| | | | | | **O** | | :func:`super` |
28| | **C** | | **H** | | :func:`object` | | |
29| | :func:`callable` | | :func:`hasattr` | | :func:`oct` | | **T** |
30| | :func:`chr` | | :func:`hash` | | :func:`open` | | |func-tuple|_ |
31| | :func:`classmethod` | | :func:`help` | | :func:`ord` | | :func:`type` |
32| | :func:`compile` | | :func:`hex` | | | | |
33| | :func:`complex` | | | | **P** | | **V** |
34| | | | **I** | | :func:`pow` | | :func:`vars` |
35| | **D** | | :func:`id` | | :func:`print` | | |
36| | :func:`delattr` | | :func:`input` | | :func:`property` | | **Z** |
37| | |func-dict|_ | | :func:`int` | | | | :func:`zip` |
38| | :func:`dir` | | :func:`isinstance` | | | | |
39| | :func:`divmod` | | :func:`issubclass` | | | | **_** |
Julien Palarda908bc42020-07-09 11:38:41 +020040| | | | :func:`iter` | | | | :func:`__import__` |
41+-------------------------+-----------------------+-----------------------+-------------------------+
Georg Brandl116aa622007-08-15 14:28:22 +000042
Éric Araujo9edd9f02011-09-01 23:08:55 +020043.. using :func:`dict` would create a link to another page, so local targets are
44 used, with replacement texts to make the output in the table consistent
45
46.. |func-dict| replace:: ``dict()``
47.. |func-frozenset| replace:: ``frozenset()``
48.. |func-memoryview| replace:: ``memoryview()``
49.. |func-set| replace:: ``set()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100050.. |func-list| replace:: ``list()``
Chris Jerdonekbb4e9412012-11-28 01:38:40 -080051.. |func-str| replace:: ``str()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100052.. |func-tuple| replace:: ``tuple()``
53.. |func-range| replace:: ``range()``
csabellac6db4812017-04-26 01:47:01 -040054.. |func-bytearray| replace:: ``bytearray()``
55.. |func-bytes| replace:: ``bytes()``
Éric Araujo9edd9f02011-09-01 23:08:55 +020056
Georg Brandl116aa622007-08-15 14:28:22 +000057.. function:: abs(x)
58
Georg Brandlba956ae2007-11-29 17:24:34 +000059 Return the absolute value of a number. The argument may be an
Windson yang28316422020-05-29 19:35:34 +080060 integer, a floating point number, or an object implementing :meth:`__abs__`.
61 If the argument is a complex number, its magnitude is returned.
Georg Brandl116aa622007-08-15 14:28:22 +000062
63
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -040064.. function:: aiter(async_iterable)
65
66 Return an :term:`asynchronous iterator` for an :term:`asynchronous iterable`.
67 Equivalent to calling ``x.__aiter__()``.
68
69 ``aiter(x)`` itself has an ``__aiter__()`` method that returns ``x``,
70 so ``aiter(aiter(x))`` is the same as ``aiter(x)``.
71
72 Note: Unlike :func:`iter`, :func:`aiter` has no 2-argument variant.
73
74
Georg Brandl116aa622007-08-15 14:28:22 +000075.. function:: all(iterable)
76
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020077 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000078 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000079
80 def all(iterable):
81 for element in iterable:
82 if not element:
83 return False
84 return True
85
Georg Brandl116aa622007-08-15 14:28:22 +000086
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -040087.. awaitablefunction:: anext(async_iterator[, default])
88
89 When awaited, return the next item from the given :term:`asynchronous
90 iterator`, or *default* if given and the iterator is exhausted.
91
92 This is the async variant of the :func:`next` builtin, and behaves
93 similarly.
94
95 This calls the :meth:`~object.__anext__` method of *async_iterator*,
96 returning an :term:`awaitable`. Awaiting this returns the next value of the
97 iterator. If *default* is given, it is returned if the iterator is exhausted,
98 otherwise :exc:`StopAsyncIteration` is raised.
99
100
Georg Brandl116aa622007-08-15 14:28:22 +0000101.. function:: any(iterable)
102
Serhiy Storchakafbc1c262013-11-29 12:17:13 +0200103 Return ``True`` if any element of the *iterable* is true. If the iterable
104 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +0000105
106 def any(iterable):
107 for element in iterable:
108 if element:
109 return True
110 return False
111
Georg Brandl116aa622007-08-15 14:28:22 +0000112
Georg Brandl559e5d72008-06-11 18:37:52 +0000113.. function:: ascii(object)
114
115 As :func:`repr`, return a string containing a printable representation of an
116 object, but escape the non-ASCII characters in the string returned by
117 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
118 similar to that returned by :func:`repr` in Python 2.
119
120
Georg Brandl116aa622007-08-15 14:28:22 +0000121.. function:: bin(x)
122
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300123 Convert an integer number to a binary string prefixed with "0b". The result
124 is a valid Python expression. If *x* is not a Python :class:`int` object, it
125 has to define an :meth:`__index__` method that returns an integer. Some
126 examples:
127
128 >>> bin(3)
129 '0b11'
130 >>> bin(-10)
131 '-0b1010'
132
133 If prefix "0b" is desired or not, you can use either of the following ways.
134
135 >>> format(14, '#b'), format(14, 'b')
136 ('0b1110', '1110')
137 >>> f'{14:#b}', f'{14:b}'
138 ('0b1110', '1110')
139
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300140 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000141
Georg Brandl116aa622007-08-15 14:28:22 +0000142
Georg Brandleb7e8f62014-10-06 13:54:36 +0200143.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000144
Georg Brandleb7e8f62014-10-06 13:54:36 +0200145 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
146 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
147 or omitted, this returns ``False``; otherwise it returns ``True``. The
148 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
149 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +0200150 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +0000151
152 .. index:: pair: Boolean; type
153
Louis Sautier3fe89da2018-08-27 12:45:26 +0200154 .. versionchanged:: 3.7
155 *x* is now a positional-only parameter.
Georg Brandl116aa622007-08-15 14:28:22 +0000156
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400157.. function:: breakpoint(*args, **kws)
158
159 This function drops you into the debugger at the call site. Specifically,
160 it calls :func:`sys.breakpointhook`, passing ``args`` and ``kws`` straight
161 through. By default, ``sys.breakpointhook()`` calls
162 :func:`pdb.set_trace()` expecting no arguments. In this case, it is
163 purely a convenience function so you don't have to explicitly import
164 :mod:`pdb` or type as much code to enter the debugger. However,
165 :func:`sys.breakpointhook` can be set to some other function and
166 :func:`breakpoint` will automatically call that, allowing you to drop into
167 the debugger of choice.
168
Steve Dower44f91c32019-06-27 10:47:59 -0700169 .. audit-event:: builtins.breakpoint breakpointhook breakpoint
Steve Dower60419a72019-06-24 08:42:54 -0700170
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400171 .. versionadded:: 3.7
172
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000173.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200174.. class:: bytearray([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400175 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000176
Georg Brandleb7e8f62014-10-06 13:54:36 +0200177 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000178 sequence of integers in the range 0 <= x < 256. It has most of the usual
179 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000180 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000181
Georg Brandl036490d2009-05-17 13:00:36 +0000182 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000183 different ways:
184
185 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000186 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000187 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000188
189 * If it is an *integer*, the array will have that size and will be
190 initialized with null bytes.
191
Antoine0f25c232020-10-26 06:26:34 +0100192 * If it is an object conforming to the :ref:`buffer interface <bufferobjects>`,
193 a read-only buffer of the object will be used to initialize the bytes array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000194
Guido van Rossum98297ee2007-11-06 21:34:58 +0000195 * If it is an *iterable*, it must be an iterable of integers in the range
196 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000197
198 Without an argument, an array of size 0 is created.
199
Chris Jerdonek006d9072012-10-12 20:28:26 -0700200 See also :ref:`binaryseq` and :ref:`typebytearray`.
201
Georg Brandl85eb8c12007-08-31 16:33:38 +0000202
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000203.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200204.. class:: bytes([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400205 :noindex:
Guido van Rossum98297ee2007-11-06 21:34:58 +0000206
207 Return a new "bytes" object, which is an immutable sequence of integers in
208 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000209 :class:`bytearray` -- it has the same non-mutating methods and the same
210 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000211
Georg Brandl476b3552009-04-29 06:37:12 +0000212 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000213
214 Bytes objects can also be created with literals, see :ref:`strings`.
215
Chris Jerdonek006d9072012-10-12 20:28:26 -0700216 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
217
Guido van Rossum98297ee2007-11-06 21:34:58 +0000218
Antoine Pitroue71362d2010-11-27 22:00:11 +0000219.. function:: callable(object)
220
221 Return :const:`True` if the *object* argument appears callable,
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200222 :const:`False` if not. If this returns ``True``, it is still possible that a
223 call fails, but if it is ``False``, calling *object* will never succeed.
Antoine Pitroue71362d2010-11-27 22:00:11 +0000224 Note that classes are callable (calling a class returns a new instance);
225 instances are callable if their class has a :meth:`__call__` method.
226
227 .. versionadded:: 3.2
228 This function was first removed in Python 3.0 and then brought back
229 in Python 3.2.
230
231
Georg Brandl116aa622007-08-15 14:28:22 +0000232.. function:: chr(i)
233
Georg Brandl3be472b2015-01-14 08:26:30 +0100234 Return the string representing a character whose Unicode code point is the
Nick Coghlaneed67192014-08-17 14:07:53 +1000235 integer *i*. For example, ``chr(97)`` returns the string ``'a'``, while
Terry Jan Reedy01a9a952016-03-23 13:36:52 -0400236 ``chr(8364)`` returns the string ``'€'``. This is the inverse of :func:`ord`.
Nick Coghlaneed67192014-08-17 14:07:53 +1000237
238 The valid range for the argument is from 0 through 1,114,111 (0x10FFFF in
239 base 16). :exc:`ValueError` will be raised if *i* is outside that range.
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000240
Georg Brandl116aa622007-08-15 14:28:22 +0000241
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900242.. decorator:: classmethod
Georg Brandl116aa622007-08-15 14:28:22 +0000243
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900244 Transform a method into a class method.
Georg Brandl116aa622007-08-15 14:28:22 +0000245
246 A class method receives the class as implicit first argument, just like an
247 instance method receives the instance. To declare a class method, use this
248 idiom::
249
250 class C:
251 @classmethod
252 def f(cls, arg1, arg2, ...): ...
253
Andre Delfino548cb602019-03-25 19:53:43 -0300254 The ``@classmethod`` form is a function :term:`decorator` -- see
255 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000256
Andre Delfino548cb602019-03-25 19:53:43 -0300257 A class method can be called either on the class (such as ``C.f()``) or on an instance (such
Georg Brandl116aa622007-08-15 14:28:22 +0000258 as ``C().f()``). The instance is ignored except for its class. If a class
259 method is called for a derived class, the derived class object is passed as the
260 implied first argument.
261
262 Class methods are different than C++ or Java static methods. If you want those,
Berker Peksag805f8f92019-08-25 01:37:25 +0300263 see :func:`staticmethod` in this section.
Andre Delfino548cb602019-03-25 19:53:43 -0300264 For more information on class methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +0000265
Berker Peksag805f8f92019-08-25 01:37:25 +0300266 .. versionchanged:: 3.9
267 Class methods can now wrap other :term:`descriptors <descriptor>` such as
268 :func:`property`.
Georg Brandl116aa622007-08-15 14:28:22 +0000269
Georg Brandl8334fd92010-12-04 10:26:46 +0000270.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000271
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000272 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500273 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
274 byte string, or an AST object. Refer to the :mod:`ast` module documentation
275 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000276
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000277 The *filename* argument should give the file from which the code was read;
278 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
279 commonly used).
280
281 The *mode* argument specifies what kind of code must be compiled; it can be
282 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
283 consists of a single expression, or ``'single'`` if it consists of a single
284 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000285 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000286
Rafael Fontenelleb76a8402020-10-29 17:48:21 -0300287 The optional arguments *flags* and *dont_inherit* control which
Batuhan Taskaya15593892020-10-19 04:14:11 +0300288 :ref:`compiler options <ast-compiler-flags>` should be activated
289 and which :ref:`future features <future>` should be allowed. If neither
290 is present (or both are zero) the code is compiled with the same flags that
291 affect the code that is calling :func:`compile`. If the *flags*
292 argument is given and *dont_inherit* is not (or is zero) then the compiler
293 options and the future statements specified by the *flags* argument are used
294 in addition to those that would be used anyway. If *dont_inherit* is a
295 non-zero integer then the *flags* argument is it -- the flags (future
296 features and compiler options) in the surrounding code are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000297
Batuhan Taskaya15593892020-10-19 04:14:11 +0300298 Compiler options and future statements are specified by bits which can be
299 bitwise ORed together to specify multiple options. The bitfield required to
300 specify a given future feature can be found as the
301 :attr:`~__future__._Feature.compiler_flag` attribute on the
302 :class:`~__future__._Feature` instance in the :mod:`__future__` module.
303 :ref:`Compiler flags <ast-compiler-flags>` can be found in :mod:`ast`
304 module, with ``PyCF_`` prefix.
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700305
Georg Brandl8334fd92010-12-04 10:26:46 +0000306 The argument *optimize* specifies the optimization level of the compiler; the
307 default value of ``-1`` selects the optimization level of the interpreter as
308 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
309 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
310 or ``2`` (docstrings are removed too).
311
Christian Heimes7f044312008-01-06 17:05:40 +0000312 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200313 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000314
Georg Brandle4196d32014-10-31 09:41:46 +0100315 If you want to parse Python code into its AST representation, see
316 :func:`ast.parse`.
317
Steve Dower44f91c32019-06-27 10:47:59 -0700318 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700319
Steve Dower60419a72019-06-24 08:42:54 -0700320 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700321 ``source`` and ``filename``. This event may also be raised by implicit
322 compilation.
323
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000324 .. note::
325
Benjamin Peterson20211002009-11-25 18:34:42 +0000326 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000327 ``'eval'`` mode, input must be terminated by at least one newline
328 character. This is to facilitate detection of incomplete and complete
329 statements in the :mod:`code` module.
330
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800331 .. warning::
332
333 It is possible to crash the Python interpreter with a
334 sufficiently large/complex string when compiling to an AST
335 object due to stack depth limitations in Python's AST compiler.
336
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000337 .. versionchanged:: 3.2
338 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000339 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000340
Berker Peksag0334c3c2016-02-21 22:00:12 +0200341 .. versionchanged:: 3.5
342 Previously, :exc:`TypeError` was raised when null bytes were encountered
343 in *source*.
344
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700345 .. versionadded:: 3.8
346 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
347 support for top-level ``await``, ``async for``, and ``async with``.
348
Georg Brandl116aa622007-08-15 14:28:22 +0000349
Georg Brandleb7e8f62014-10-06 13:54:36 +0200350.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000351
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400352 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200353 or number to a complex number. If the first parameter is a string, it will
354 be interpreted as a complex number and the function must be called without a
355 second parameter. The second parameter can never be a string. Each argument
356 may be any numeric type (including complex). If *imag* is omitted, it
357 defaults to zero and the constructor serves as a numeric conversion like
358 :class:`int` and :class:`float`. If both arguments are omitted, returns
359 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000360
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300361 For a general Python object ``x``, ``complex(x)`` delegates to
362 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
363 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
364 to :meth:`__index__`.
365
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000366 .. note::
367
368 When converting from a string, the string must not contain whitespace
369 around the central ``+`` or ``-`` operator. For example,
370 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
371 :exc:`ValueError`.
372
Georg Brandl116aa622007-08-15 14:28:22 +0000373 The complex type is described in :ref:`typesnumeric`.
374
Brett Cannona721aba2016-09-09 14:57:09 -0700375 .. versionchanged:: 3.6
376 Grouping digits with underscores as in code literals is allowed.
377
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300378 .. versionchanged:: 3.8
379 Falls back to :meth:`__index__` if :meth:`__complex__` and
380 :meth:`__float__` are not defined.
381
Georg Brandl116aa622007-08-15 14:28:22 +0000382
383.. function:: delattr(object, name)
384
385 This is a relative of :func:`setattr`. The arguments are an object and a
386 string. The string must be the name of one of the object's attributes. The
387 function deletes the named attribute, provided the object allows it. For
388 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
389
390
Éric Araujo9edd9f02011-09-01 23:08:55 +0200391.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200392.. class:: dict(**kwarg)
393 dict(mapping, **kwarg)
394 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000395 :noindex:
396
Chris Jerdonekf3413172012-10-13 03:22:33 -0700397 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200398 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000399
Chris Jerdonekf3413172012-10-13 03:22:33 -0700400 For other containers see the built-in :class:`list`, :class:`set`, and
401 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000402
403
404.. function:: dir([object])
405
406 Without arguments, return the list of names in the current local scope. With an
407 argument, attempt to return a list of valid attributes for that object.
408
409 If the object has a method named :meth:`__dir__`, this method will be called and
410 must return the list of attributes. This allows objects that implement a custom
411 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
412 :func:`dir` reports their attributes.
413
414 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000415 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000416 from its type object. The resulting list is not necessarily complete, and may
417 be inaccurate when the object has a custom :func:`__getattr__`.
418
419 The default :func:`dir` mechanism behaves differently with different types of
420 objects, as it attempts to produce the most relevant, rather than complete,
421 information:
422
423 * If the object is a module object, the list contains the names of the module's
424 attributes.
425
426 * If the object is a type or class object, the list contains the names of its
427 attributes, and recursively of the attributes of its bases.
428
429 * Otherwise, the list contains the object's attributes' names, the names of its
430 class's attributes, and recursively of the attributes of its class's base
431 classes.
432
Christian Heimesfe337bf2008-03-23 21:54:12 +0000433 The resulting list is sorted alphabetically. For example:
434
435 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200436 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300437 ['__builtins__', '__name__', 'struct']
438 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
439 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
440 '__initializing__', '__loader__', '__name__', '__package__',
441 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000442 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200443 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300444 ... def __dir__(self):
445 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700446 >>> s = Shape()
447 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300448 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000449
450 .. note::
451
452 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000453 interactive prompt, it tries to supply an interesting set of names more
454 than it tries to supply a rigorously or consistently defined set of names,
455 and its detailed behavior may change across releases. For example,
456 metaclass attributes are not in the result list when the argument is a
457 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000458
459
460.. function:: divmod(a, b)
461
462 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000463 consisting of their quotient and remainder when using integer division. With
464 mixed operand types, the rules for binary arithmetic operators apply. For
465 integers, the result is the same as ``(a // b, a % b)``. For floating point
466 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
467 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
468 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
469 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000470
Georg Brandl116aa622007-08-15 14:28:22 +0000471
Georg Brandl036490d2009-05-17 13:00:36 +0000472.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000473
Georg Brandld11ae5d2008-05-16 13:27:32 +0000474 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300475 :term:`iterator`, or some other object which supports iteration.
476 The :meth:`~iterator.__next__` method of the iterator returned by
477 :func:`enumerate` returns a tuple containing a count (from *start* which
478 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000479
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200480 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
481 >>> list(enumerate(seasons))
482 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
483 >>> list(enumerate(seasons, start=1))
484 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700485
486 Equivalent to::
487
488 def enumerate(sequence, start=0):
489 n = start
490 for elem in sequence:
491 yield n, elem
492 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000493
Georg Brandl116aa622007-08-15 14:28:22 +0000494
smokephil7a0023e2019-09-11 12:30:04 +0200495.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000496
497 The arguments are a string and optional globals and locals. If provided,
498 *globals* must be a dictionary. If provided, *locals* can be any mapping
499 object.
500
Georg Brandl116aa622007-08-15 14:28:22 +0000501 The *expression* argument is parsed and evaluated as a Python expression
502 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000503 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300504 present and does not contain a value for the key ``__builtins__``, a
505 reference to the dictionary of the built-in module :mod:`builtins` is
Antoinefc3dca32020-12-16 16:45:19 +0100506 inserted under that key before *expression* is parsed. That way you can
507 control what builtins are available to the executed code by inserting your
508 own ``__builtins__`` dictionary into *globals* before passing it to
509 :func:`eval`. If the *locals* dictionary is omitted it defaults to the
510 *globals* dictionary. If both dictionaries are omitted, the expression is
511 executed with the *globals* and *locals* in the environment where
512 :func:`eval` is called. Note, *eval()* does not have access to the
513 :term:`nested scopes <nested scope>` (non-locals) in the enclosing
514 environment.
Raymond Hettinger610a4822019-08-06 17:56:22 -0700515
516 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000517 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000518
519 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000520 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000521 2
522
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000523 This function can also be used to execute arbitrary code objects (such as
524 those created by :func:`compile`). In this case pass a code object instead
525 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000526 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000527
528 Hints: dynamic execution of statements is supported by the :func:`exec`
529 function. The :func:`globals` and :func:`locals` functions
530 returns the current global and local dictionary, respectively, which may be
531 useful to pass around for use by :func:`eval` or :func:`exec`.
532
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300533 If the given source is a string, then leading and trailing spaces and tabs
534 are stripped.
535
Georg Brandl05bfcc52010-07-11 09:42:10 +0000536 See :func:`ast.literal_eval` for a function that can safely evaluate strings
537 with expressions containing only literals.
538
Steve Dower44f91c32019-06-27 10:47:59 -0700539 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700540
Steve Dower60419a72019-06-24 08:42:54 -0700541 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
542 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700543
Berker Peksag3410af42014-07-04 15:06:45 +0300544.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000545
546.. function:: exec(object[, globals[, locals]])
547
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000548 This function supports dynamic execution of Python code. *object* must be
549 either a string or a code object. If it is a string, the string is parsed as
550 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000551 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
552 the code that's executed is expected to be valid as file input (see the
553 section "File input" in the Reference Manual). Be aware that the
Terry Jan Reedy0ec57e22021-02-07 00:28:50 -0500554 :keyword:`nonlocal`, :keyword:`yield`, and :keyword:`return`
555 statements may not be used outside of
Georg Brandl47f27a32009-03-31 16:57:13 +0000556 function definitions even within the context of code passed to the
557 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000558
559 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000560 current scope. If only *globals* is provided, it must be a dictionary
561 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000562 will be used for both the global and the local variables. If *globals* and
563 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400564 respectively. If provided, *locals* can be any mapping object. Remember
565 that at module level, globals and locals are the same dictionary. If exec
566 gets two separate objects as *globals* and *locals*, the code will be
567 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000568
569 If the *globals* dictionary does not contain a value for the key
570 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000571 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000572 builtins are available to the executed code by inserting your own
573 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
574
Steve Dower44f91c32019-06-27 10:47:59 -0700575 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700576
Steve Dower60419a72019-06-24 08:42:54 -0700577 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
578 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700579
Georg Brandl116aa622007-08-15 14:28:22 +0000580 .. note::
581
582 The built-in functions :func:`globals` and :func:`locals` return the current
583 global and local dictionary, respectively, which may be useful to pass around
584 for use as the second and third argument to :func:`exec`.
585
Georg Brandle720c0a2009-04-27 16:20:50 +0000586 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000587
588 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000589 modifications to the default *locals* dictionary should not be attempted.
590 Pass an explicit *locals* dictionary if you need to see effects of the
591 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000592
593
594.. function:: filter(function, iterable)
595
Georg Brandl952aea22007-09-04 17:50:40 +0000596 Construct an iterator from those elements of *iterable* for which *function*
597 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000598 supports iteration, or an iterator. If *function* is ``None``, the identity
599 function is assumed, that is, all elements of *iterable* that are false are
600 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000601
Georg Brandl952aea22007-09-04 17:50:40 +0000602 Note that ``filter(function, iterable)`` is equivalent to the generator
603 expression ``(item for item in iterable if function(item))`` if function is
604 not ``None`` and ``(item for item in iterable if item)`` if function is
605 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000606
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000607 See :func:`itertools.filterfalse` for the complementary function that returns
608 elements of *iterable* for which *function* returns false.
609
Georg Brandl116aa622007-08-15 14:28:22 +0000610
Georg Brandleb7e8f62014-10-06 13:54:36 +0200611.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000612
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000613 .. index::
614 single: NaN
615 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000616
Georg Brandleb7e8f62014-10-06 13:54:36 +0200617 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000618
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000619 If the argument is a string, it should contain a decimal number, optionally
620 preceded by a sign, and optionally embedded in whitespace. The optional
621 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
622 produced. The argument may also be a string representing a NaN
623 (not-a-number), or a positive or negative infinity. More precisely, the
624 input must conform to the following grammar after leading and trailing
625 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000626
Victor Stinner8af239e2020-09-18 09:10:15 +0200627 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000628 sign: "+" | "-"
629 infinity: "Infinity" | "inf"
630 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000631 numeric_value: `floatnumber` | `infinity` | `nan`
632 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000633
634 Here ``floatnumber`` is the form of a Python floating-point literal,
635 described in :ref:`floating`. Case is not significant, so, for example,
636 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
637 positive infinity.
638
639 Otherwise, if the argument is an integer or a floating point number, a
640 floating point number with the same value (within Python's floating point
641 precision) is returned. If the argument is outside the range of a Python
642 float, an :exc:`OverflowError` will be raised.
643
644 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300645 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
646 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000647
648 If no argument is given, ``0.0`` is returned.
649
650 Examples::
651
652 >>> float('+1.23')
653 1.23
654 >>> float(' -12345\n')
655 -12345.0
656 >>> float('1e-003')
657 0.001
658 >>> float('+1E6')
659 1000000.0
660 >>> float('-Infinity')
661 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000662
663 The float type is described in :ref:`typesnumeric`.
664
Brett Cannona721aba2016-09-09 14:57:09 -0700665 .. versionchanged:: 3.6
666 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800667
Louis Sautier3fe89da2018-08-27 12:45:26 +0200668 .. versionchanged:: 3.7
669 *x* is now a positional-only parameter.
670
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300671 .. versionchanged:: 3.8
672 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
673
Éric Araujo9edd9f02011-09-01 23:08:55 +0200674
Brett Cannona721aba2016-09-09 14:57:09 -0700675.. index::
676 single: __format__
677 single: string; format() (built-in function)
678
Georg Brandl4b491312007-08-31 09:22:56 +0000679.. function:: format(value[, format_spec])
680
Georg Brandl5579ba92009-02-23 10:24:05 +0000681 Convert a *value* to a "formatted" representation, as controlled by
682 *format_spec*. The interpretation of *format_spec* will depend on the type
683 of the *value* argument, however there is a standard formatting syntax that
684 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000685
Raymond Hettinger30439b22011-05-11 10:47:27 -0700686 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800687 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000688
Raymond Hettinger30439b22011-05-11 10:47:27 -0700689 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100690 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700691 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700692 :exc:`TypeError` exception is raised if the method search reaches
693 :mod:`object` and the *format_spec* is non-empty, or if either the
694 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000695
Larry Hastings3732ed22014-03-15 21:13:56 -0700696 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200697 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700698 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200699
Éric Araujo9edd9f02011-09-01 23:08:55 +0200700
701.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200702.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000703 :noindex:
704
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800705 Return a new :class:`frozenset` object, optionally with elements taken from
706 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
707 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000708
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800709 For other containers see the built-in :class:`set`, :class:`list`,
710 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
711 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000712
Georg Brandl116aa622007-08-15 14:28:22 +0000713
714.. function:: getattr(object, name[, default])
715
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000716 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000717 If the string is the name of one of the object's attributes, the result is the
718 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
719 ``x.foobar``. If the named attribute does not exist, *default* is returned if
720 provided, otherwise :exc:`AttributeError` is raised.
721
Ken Jin2edaf6a2021-02-03 05:06:57 +0800722 .. note::
723
724 Since :ref:`private name mangling <private-name-mangling>` happens at
725 compilation time, one must manually mangle a private attribute's
726 (attributes with two leading underscores) name in order to retrieve it with
727 :func:`getattr`.
728
Georg Brandl116aa622007-08-15 14:28:22 +0000729
730.. function:: globals()
731
732 Return a dictionary representing the current global symbol table. This is always
733 the dictionary of the current module (inside a function or method, this is the
734 module where it is defined, not the module from which it is called).
735
736
737.. function:: hasattr(object, name)
738
Benjamin Peterson17689992010-08-24 03:26:23 +0000739 The arguments are an object and a string. The result is ``True`` if the
740 string is the name of one of the object's attributes, ``False`` if not. (This
741 is implemented by calling ``getattr(object, name)`` and seeing whether it
742 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000743
744
745.. function:: hash(object)
746
Barry Warsaw224a5992013-07-15 14:47:29 -0400747 Return the hash value of the object (if it has one). Hash values are
748 integers. They are used to quickly compare dictionary keys during a
749 dictionary lookup. Numeric values that compare equal have the same hash
750 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000751
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300752 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400753
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300754 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
755 truncates the return value based on the bit width of the host machine.
756 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000757
758.. function:: help([object])
759
760 Invoke the built-in help system. (This function is intended for interactive
761 use.) If no argument is given, the interactive help system starts on the
762 interpreter console. If the argument is a string, then the string is looked up
763 as the name of a module, function, class, method, keyword, or documentation
764 topic, and a help page is printed on the console. If the argument is any other
765 kind of object, a help page on the object is generated.
766
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100767 Note that if a slash(/) appears in the parameter list of a function, when
768 invoking :func:`help`, it means that the parameters prior to the slash are
769 positional-only. For more info, see
770 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
771
Christian Heimes9bd667a2008-01-20 15:14:11 +0000772 This function is added to the built-in namespace by the :mod:`site` module.
773
Larry Hastings3732ed22014-03-15 21:13:56 -0700774 .. versionchanged:: 3.4
775 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
776 signatures for callables are now more comprehensive and consistent.
777
Georg Brandl116aa622007-08-15 14:28:22 +0000778
779.. function:: hex(x)
780
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300781 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300782 "0x". If *x* is not a Python :class:`int` object, it has to define an
783 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700784
785 >>> hex(255)
786 '0xff'
787 >>> hex(-42)
788 '-0x2a'
789
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300790 If you want to convert an integer number to an uppercase or lower hexadecimal
791 string with prefix or not, you can use either of the following ways:
792
793 >>> '%#x' % 255, '%x' % 255, '%X' % 255
794 ('0xff', 'ff', 'FF')
795 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
796 ('0xff', 'ff', 'FF')
797 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
798 ('0xff', 'ff', 'FF')
799
800 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700801
802 See also :func:`int` for converting a hexadecimal string to an
803 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000804
Mark Dickinson36cea392009-10-03 10:18:40 +0000805 .. note::
806
807 To obtain a hexadecimal string representation for a float, use the
808 :meth:`float.hex` method.
809
Georg Brandl116aa622007-08-15 14:28:22 +0000810
811.. function:: id(object)
812
Georg Brandlba956ae2007-11-29 17:24:34 +0000813 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000814 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000815 Two objects with non-overlapping lifetimes may have the same :func:`id`
816 value.
817
Éric Araujof33de712011-05-27 04:42:47 +0200818 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000819
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700820 .. audit-event:: builtins.id id id
821
Georg Brandl116aa622007-08-15 14:28:22 +0000822
Georg Brandlc0902982007-09-12 21:29:27 +0000823.. function:: input([prompt])
824
825 If the *prompt* argument is present, it is written to standard output without
826 a trailing newline. The function then reads a line from input, converts it
827 to a string (stripping a trailing newline), and returns that. When EOF is
828 read, :exc:`EOFError` is raised. Example::
829
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300830 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000831 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300832 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000833 "Monty Python's Flying Circus"
834
Georg Brandl7b469422007-09-12 21:32:27 +0000835 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000836 to provide elaborate line editing and history features.
837
Steve Dower44f91c32019-06-27 10:47:59 -0700838 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700839
Steve Dower60419a72019-06-24 08:42:54 -0700840 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700841 argument ``prompt`` before reading input
842
Steve Dower44f91c32019-06-27 10:47:59 -0700843 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700844
845 Raises an auditing event ``builtins.input/result`` with the result after
846 successfully reading input.
847
Georg Brandlc0902982007-09-12 21:29:27 +0000848
Louis Sautier3fe89da2018-08-27 12:45:26 +0200849.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200850 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000851
Georg Brandleb7e8f62014-10-06 13:54:36 +0200852 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300853 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300854 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
855 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300856 it returns ``x.__trunc__()``.
857 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700858
859 If *x* is not a number or if *base* is given, then *x* must be a string,
860 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
861 literal <integers>` in radix *base*. Optionally, the literal can be
862 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
863 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
864 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200865 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000866 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000867 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
868 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000869 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
870 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000871
872 The integer type is described in :ref:`typesnumeric`.
873
Mark Dickinson07c71362013-01-27 10:17:52 +0000874 .. versionchanged:: 3.4
875 If *base* is not an instance of :class:`int` and the *base* object has a
876 :meth:`base.__index__ <object.__index__>` method, that method is called
877 to obtain an integer for the base. Previous versions used
878 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
879 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000880
Brett Cannona721aba2016-09-09 14:57:09 -0700881 .. versionchanged:: 3.6
882 Grouping digits with underscores as in code literals is allowed.
883
Louis Sautier3fe89da2018-08-27 12:45:26 +0200884 .. versionchanged:: 3.7
885 *x* is now a positional-only parameter.
886
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300887 .. versionchanged:: 3.8
888 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
889
Brett Cannona721aba2016-09-09 14:57:09 -0700890
Georg Brandl116aa622007-08-15 14:28:22 +0000891.. function:: isinstance(object, classinfo)
892
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200893 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200894 argument, or of a (direct, indirect or :term:`virtual <abstract base
895 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200896 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400897 If *classinfo* is a tuple of type objects (or recursively, other such
Ken Jin5f77dee2021-02-09 09:57:11 +0800898 tuples) or a :ref:`types-union` of multiple types, return ``True`` if
899 *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400900 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000901 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000902
Ken Jin5f77dee2021-02-09 09:57:11 +0800903 .. versionchanged:: 3.10
904 *classinfo* can be a :ref:`types-union`.
905
Georg Brandl116aa622007-08-15 14:28:22 +0000906
907.. function:: issubclass(class, classinfo)
908
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200909 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200910 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000911 class is considered a subclass of itself. *classinfo* may be a tuple of class
Ken Jin5f77dee2021-02-09 09:57:11 +0800912 objects or a :ref:`types-union`, in which case every entry in *classinfo*
913 will be checked. In any other
Georg Brandl116aa622007-08-15 14:28:22 +0000914 case, a :exc:`TypeError` exception is raised.
915
Ken Jin5f77dee2021-02-09 09:57:11 +0800916 .. versionchanged:: 3.10
917 *classinfo* can be a :ref:`types-union`.
918
Georg Brandl116aa622007-08-15 14:28:22 +0000919
Georg Brandl036490d2009-05-17 13:00:36 +0000920.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000921
Georg Brandl036490d2009-05-17 13:00:36 +0000922 Return an :term:`iterator` object. The first argument is interpreted very
923 differently depending on the presence of the second argument. Without a
924 second argument, *object* must be a collection object which supports the
925 iteration protocol (the :meth:`__iter__` method), or it must support the
926 sequence protocol (the :meth:`__getitem__` method with integer arguments
927 starting at ``0``). If it does not support either of those protocols,
928 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
929 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300930 will call *object* with no arguments for each call to its
931 :meth:`~iterator.__next__` method; if the value returned is equal to
932 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
933 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000934
Chris Jerdonek006d9072012-10-12 20:28:26 -0700935 See also :ref:`typeiter`.
936
Chris Randsd378b1f2018-12-24 06:07:17 +0100937 One useful application of the second form of :func:`iter` is to build a
938 block-reader. For example, reading fixed-width blocks from a binary
939 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000940
Chris Randsd378b1f2018-12-24 06:07:17 +0100941 from functools import partial
942 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200943 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100944 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000945
Georg Brandl116aa622007-08-15 14:28:22 +0000946
947.. function:: len(s)
948
949 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400950 sequence (such as a string, bytes, tuple, list, or range) or a collection
951 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000952
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000953 .. impl-detail::
954
955 ``len`` raises :exc:`OverflowError` on lengths larger than
956 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
957
Georg Brandl116aa622007-08-15 14:28:22 +0000958
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000959.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200960.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000961 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000962
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000963 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700964 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000965
Georg Brandl036490d2009-05-17 13:00:36 +0000966
Georg Brandl116aa622007-08-15 14:28:22 +0000967.. function:: locals()
968
969 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000970 Free variables are returned by :func:`locals` when it is called in function
Srinivas Reddy Thatiparthy (శ్రీనివాస్ రెడ్డి తాటిపర్తి)1c5fa5a2019-04-02 23:28:50 +0530971 blocks, but not in class blocks. Note that at the module level, :func:`locals`
972 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000973
Georg Brandle720c0a2009-04-27 16:20:50 +0000974 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000975 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000976 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000977
978.. function:: map(function, iterable, ...)
979
Georg Brandl952aea22007-09-04 17:50:40 +0000980 Return an iterator that applies *function* to every item of *iterable*,
981 yielding the results. If additional *iterable* arguments are passed,
982 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000983 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000984 shortest iterable is exhausted. For cases where the function inputs are
985 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000986
Georg Brandl116aa622007-08-15 14:28:22 +0000987
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700988.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300989 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000990
Ezio Melottie0add762012-09-14 06:32:35 +0300991 Return the largest item in an iterable or the largest of two or more
992 arguments.
993
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700994 If one positional argument is provided, it should be an :term:`iterable`.
995 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700996 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700997 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000998
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700999 There are two optional keyword-only arguments. The *key* argument specifies
1000 a one-argument ordering function like that used for :meth:`list.sort`. The
1001 *default* argument specifies an object to return if the provided iterable is
1002 empty. If the iterable is empty and *default* is not provided, a
1003 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001004
Georg Brandl682d7e02010-10-06 10:26:05 +00001005 If multiple items are maximal, the function returns the first one
1006 encountered. This is consistent with other sort-stability preserving tools
1007 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +00001008 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001009
Larry Hastings3732ed22014-03-15 21:13:56 -07001010 .. versionadded:: 3.4
1011 The *default* keyword-only argument.
1012
Alexander Marshalove22072f2018-07-24 10:58:21 +07001013 .. versionchanged:: 3.8
1014 The *key* can be ``None``.
1015
Éric Araujo9edd9f02011-09-01 23:08:55 +02001016
1017.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001018.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +00001019 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +00001020
Benjamin Peterson1b25b922008-09-09 22:15:27 +00001021 Return a "memory view" object created from the given argument. See
1022 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001023
1024
Raymond Hettingerf4284e42014-04-02 00:58:47 -07001025.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +03001026 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +00001027
Ezio Melottie0add762012-09-14 06:32:35 +03001028 Return the smallest item in an iterable or the smallest of two or more
1029 arguments.
1030
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001031 If one positional argument is provided, it should be an :term:`iterable`.
1032 The smallest item in the iterable is returned. If two or more positional
1033 arguments are provided, the smallest of the positional arguments is
1034 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001035
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001036 There are two optional keyword-only arguments. The *key* argument specifies
1037 a one-argument ordering function like that used for :meth:`list.sort`. The
1038 *default* argument specifies an object to return if the provided iterable is
1039 empty. If the iterable is empty and *default* is not provided, a
1040 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001041
Georg Brandl682d7e02010-10-06 10:26:05 +00001042 If multiple items are minimal, the function returns the first one
1043 encountered. This is consistent with other sort-stability preserving tools
1044 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1045 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001046
Larry Hastings3732ed22014-03-15 21:13:56 -07001047 .. versionadded:: 3.4
1048 The *default* keyword-only argument.
1049
Alexander Marshalove22072f2018-07-24 10:58:21 +07001050 .. versionchanged:: 3.8
1051 The *key* can be ``None``.
1052
Georg Brandldf48b972014-03-24 09:06:18 +01001053
Georg Brandl116aa622007-08-15 14:28:22 +00001054.. function:: next(iterator[, default])
1055
Ezio Melotti7fa82222012-10-12 13:42:08 +03001056 Retrieve the next item from the *iterator* by calling its
1057 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1058 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001059
1060
Georg Brandleb7e8f62014-10-06 13:54:36 +02001061.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001062
Georg Brandl85eb8c12007-08-31 16:33:38 +00001063 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001064 It has the methods that are common to all instances of Python classes. This
1065 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001066
1067 .. note::
1068
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001069 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1070 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001071
Georg Brandl116aa622007-08-15 14:28:22 +00001072
1073.. function:: oct(x)
1074
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001075 Convert an integer number to an octal string prefixed with "0o". The result
1076 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1077 has to define an :meth:`__index__` method that returns an integer. For
1078 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001079
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001080 >>> oct(8)
1081 '0o10'
1082 >>> oct(-56)
1083 '-0o70'
1084
1085 If you want to convert an integer number to octal string either with prefix
1086 "0o" or not, you can use either of the following ways.
1087
1088 >>> '%#o' % 10, '%o' % 10
1089 ('0o12', '12')
1090 >>> format(10, '#o'), format(10, 'o')
1091 ('0o12', '12')
1092 >>> f'{10:#o}', f'{10:o}'
1093 ('0o12', '12')
1094
1095 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001096
R David Murray9f0c9402012-08-17 20:33:54 -04001097 .. index::
1098 single: file object; open() built-in function
1099
Ross Lagerwall59142db2011-10-31 20:34:46 +02001100.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001101
R David Murray9f0c9402012-08-17 20:33:54 -04001102 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001103 cannot be opened, an :exc:`OSError` is raised. See
1104 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001105
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001106 *file* is a :term:`path-like object` giving the pathname (absolute or
1107 relative to the current working directory) of the file to be opened or an
1108 integer file descriptor of the file to be wrapped. (If a file descriptor is
1109 given, it is closed when the returned I/O object is closed, unless *closefd*
1110 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001111
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001112 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001113 opened. It defaults to ``'r'`` which means open for reading in text mode.
1114 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001115 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1116 (which on *some* Unix systems, means that *all* writes append to the end of
1117 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001118 *encoding* is not specified the encoding used is platform dependent:
1119 ``locale.getpreferredencoding(False)`` is called to get the current locale
1120 encoding. (For reading and writing raw bytes use binary mode and leave
1121 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001122
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001123 .. _filemodes:
1124
1125 .. index::
1126 pair: file; modes
1127
Benjamin Petersondd219122008-04-11 21:17:32 +00001128 ========= ===============================================================
1129 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001130 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001131 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001132 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001133 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001134 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001135 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001136 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001137 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001138 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001139
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001140 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001141 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1142 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001143
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001144 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1145 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1146 argument) return contents as :class:`bytes` objects without any decoding. In
1147 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1148 the contents of the file are returned as :class:`str`, the bytes having been
1149 first decoded using a platform-dependent encoding or using the specified
1150 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001151
Victor Stinner942f7a22020-03-04 18:50:22 +01001152 There is an additional mode character permitted, ``'U'``, which no longer
1153 has any effect, and is considered deprecated. It previously enabled
1154 :term:`universal newlines` in text mode, which became the default behaviour
1155 in Python 3.0. Refer to the documentation of the
1156 :ref:`newline <open-newline-parameter>` parameter for further details.
1157
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001158 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001159
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001160 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001161 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001162 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001163
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001164 *buffering* is an optional integer used to set the buffering policy. Pass 0
1165 to switch buffering off (only allowed in binary mode), 1 to select line
1166 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001167 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1168 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001169
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001170 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1171 chosen using a heuristic trying to determine the underlying device's "block
1172 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1173 the buffer will typically be 4096 or 8192 bytes long.
1174
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001175 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001176 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001177 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001178
Benjamin Petersondd219122008-04-11 21:17:32 +00001179 *encoding* is the name of the encoding used to decode or encode the file.
1180 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001181 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001182 :term:`text encoding` supported by Python
1183 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001184 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001185
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001186 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001187 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001188 A variety of standard error handlers are available
1189 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001190 error handling name that has been registered with
1191 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001192 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001193
1194 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1195 an encoding error. The default value of ``None`` has the same
1196 effect.
1197
1198 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1199 can lead to data loss.
1200
1201 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1202 where there is malformed data.
1203
1204 * ``'surrogateescape'`` will represent any incorrect bytes as code
1205 points in the Unicode Private Use Area ranging from U+DC80 to
1206 U+DCFF. These private code points will then be turned back into
1207 the same bytes when the ``surrogateescape`` error handler is used
1208 when writing data. This is useful for processing files in an
1209 unknown encoding.
1210
1211 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1212 Characters not supported by the encoding are replaced with the
1213 appropriate XML character reference ``&#nnn;``.
1214
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001215 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1216 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001217
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001218 * ``'namereplace'`` (also only supported when writing)
1219 replaces unsupported characters with ``\N{...}`` escape sequences.
1220
R David Murray1b00f252012-08-15 10:43:58 -04001221 .. index::
1222 single: universal newlines; open() built-in function
1223
Nick Coghlan3171df32019-01-28 02:21:11 +10001224 .. _open-newline-parameter:
1225
R David Murray1b00f252012-08-15 10:43:58 -04001226 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001227 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1228 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001229
Georg Brandl296d1be2012-08-14 09:39:07 +02001230 * When reading input from the stream, if *newline* is ``None``, universal
1231 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1232 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001233 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001234 enabled, but line endings are returned to the caller untranslated. If it
1235 has any of the other legal values, input lines are only terminated by the
1236 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001237
Georg Brandl296d1be2012-08-14 09:39:07 +02001238 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1239 characters written are translated to the system default line separator,
1240 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1241 takes place. If *newline* is any of the other legal values, any ``'\n'``
1242 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001243
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001244 If *closefd* is ``False`` and a file descriptor rather than a filename was
1245 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001246 closed. If a filename is given *closefd* must be ``True`` (the default)
1247 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001248
Ross Lagerwall59142db2011-10-31 20:34:46 +02001249 A custom opener can be used by passing a callable as *opener*. The underlying
1250 file descriptor for the file object is then obtained by calling *opener* with
1251 (*file*, *flags*). *opener* must return an open file descriptor (passing
1252 :mod:`os.open` as *opener* results in functionality similar to passing
1253 ``None``).
1254
Victor Stinnerdaf45552013-08-28 00:53:59 +02001255 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1256
Éric Araujo5bd92702012-11-22 00:13:49 -05001257 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001258 :func:`os.open` function to open a file relative to a given directory::
1259
1260 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001261 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1262 >>> def opener(path, flags):
1263 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001264 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001265 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1266 ... print('This will be written to somedir/spamspam.txt', file=f)
1267 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001268 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001269
R David Murray9f0c9402012-08-17 20:33:54 -04001270 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001271 depends on the mode. When :func:`open` is used to open a file in a text
1272 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001273 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1274 to open a file in a binary mode with buffering, the returned class is a
1275 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001276 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1277 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1278 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001279 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1280 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001281
1282 .. index::
1283 single: line-buffered I/O
1284 single: unbuffered I/O
1285 single: buffer size, I/O
1286 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001287 single: binary mode
1288 single: text mode
1289 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001290
Benjamin Petersondd219122008-04-11 21:17:32 +00001291 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001292 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1293 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001294
Steve Dower44f91c32019-06-27 10:47:59 -07001295 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001296
1297 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1298 the original call.
1299
Steve Dower39294992016-08-30 21:22:36 -07001300 .. versionchanged::
1301 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001302
Steve Dower39294992016-08-30 21:22:36 -07001303 * The *opener* parameter was added.
1304 * The ``'x'`` mode was added.
1305 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1306 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001307 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001308
1309 .. versionchanged::
1310 3.4
1311
1312 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001313
Victor Stinner942f7a22020-03-04 18:50:22 +01001314 .. deprecated-removed:: 3.4 3.10
1315
1316 The ``'U'`` mode.
1317
Steve Dower39294992016-08-30 21:22:36 -07001318 .. versionchanged::
1319 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001320
Steve Dower39294992016-08-30 21:22:36 -07001321 * If the system call is interrupted and the signal handler does not raise an
1322 exception, the function now retries the system call instead of raising an
1323 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1324 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001325
Steve Dower39294992016-08-30 21:22:36 -07001326 .. versionchanged::
1327 3.6
1328
1329 * Support added to accept objects implementing :class:`os.PathLike`.
1330 * On Windows, opening a console buffer may return a subclass of
1331 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001332
Georg Brandl116aa622007-08-15 14:28:22 +00001333.. function:: ord(c)
1334
Ezio Melottic99c8582011-10-25 09:32:34 +03001335 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001336 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001337 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1338 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001339
Georg Brandl116aa622007-08-15 14:28:22 +00001340
Ammar Askar87d6cd32019-09-21 00:28:49 -04001341.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001342
Ammar Askar87d6cd32019-09-21 00:28:49 -04001343 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1344 power *exp*, modulo *mod* (computed more efficiently than
1345 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1346 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001347
Georg Brandle06de8b2008-05-05 21:42:51 +00001348 The arguments must have numeric types. With mixed operand types, the
1349 coercion rules for binary arithmetic operators apply. For :class:`int`
1350 operands, the result has the same type as the operands (after coercion)
1351 unless the second argument is negative; in that case, all arguments are
1352 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001353 returns ``100``, but ``10**-2`` returns ``0.01``.
1354
Ammar Askar87d6cd32019-09-21 00:28:49 -04001355 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1356 also be of integer type and *mod* must be nonzero. If *mod* is present and
1357 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1358 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1359 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001360
1361 Here's an example of computing an inverse for ``38`` modulo ``97``::
1362
Ammar Askar87d6cd32019-09-21 00:28:49 -04001363 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001364 23
1365 >>> 23 * 38 % 97 == 1
1366 True
1367
1368 .. versionchanged:: 3.8
1369 For :class:`int` operands, the three-argument form of ``pow`` now allows
1370 the second argument to be negative, permitting computation of modular
1371 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001372
Mark Dickinsonc691f202020-03-19 18:12:59 +00001373 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001374 Allow keyword arguments. Formerly, only positional arguments were
1375 supported.
1376
Georg Brandl116aa622007-08-15 14:28:22 +00001377
Julien Palard5c1f15b2021-01-25 15:46:06 +01001378.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001379
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001380 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001381 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001382 arguments.
1383
1384 All non-keyword arguments are converted to strings like :func:`str` does and
1385 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1386 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001387 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001388 *end*.
1389
1390 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001391 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1392 arguments are converted to text strings, :func:`print` cannot be used with
1393 binary mode file objects. For these, use ``file.write(...)`` instead.
1394
1395 Whether output is buffered is usually determined by *file*, but if the
1396 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001397
1398 .. versionchanged:: 3.3
1399 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001400
1401
Georg Brandleb7e8f62014-10-06 13:54:36 +02001402.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001403
Georg Brandl85eb8c12007-08-31 16:33:38 +00001404 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001405
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001406 *fget* is a function for getting an attribute value. *fset* is a function
1407 for setting an attribute value. *fdel* is a function for deleting an attribute
1408 value. And *doc* creates a docstring for the attribute.
1409
1410 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001411
Éric Araujo28053fb2010-11-22 03:09:19 +00001412 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001413 def __init__(self):
1414 self._x = None
1415
1416 def getx(self):
1417 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001418
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001419 def setx(self, value):
1420 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001421
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001422 def delx(self):
1423 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001424
Georg Brandl116aa622007-08-15 14:28:22 +00001425 x = property(getx, setx, delx, "I'm the 'x' property.")
1426
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001427 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001428 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1429
Georg Brandl116aa622007-08-15 14:28:22 +00001430 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1431 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001432 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001433
Éric Araujo28053fb2010-11-22 03:09:19 +00001434 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001435 def __init__(self):
1436 self._voltage = 100000
1437
1438 @property
1439 def voltage(self):
1440 """Get the current voltage."""
1441 return self._voltage
1442
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001443 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1444 for a read-only attribute with the same name, and it sets the docstring for
1445 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001446
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001447 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1448 and :attr:`~property.deleter` methods usable as decorators that create a
1449 copy of the property with the corresponding accessor function set to the
1450 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001451
Éric Araujo28053fb2010-11-22 03:09:19 +00001452 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001453 def __init__(self):
1454 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001455
1456 @property
1457 def x(self):
1458 """I'm the 'x' property."""
1459 return self._x
1460
1461 @x.setter
1462 def x(self, value):
1463 self._x = value
1464
1465 @x.deleter
1466 def x(self):
1467 del self._x
1468
1469 This code is exactly equivalent to the first example. Be sure to give the
1470 additional functions the same name as the original property (``x`` in this
1471 case.)
1472
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001473 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001474 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001475
Raymond Hettinger29655df2015-05-15 16:17:05 -07001476 .. versionchanged:: 3.5
1477 The docstrings of property objects are now writeable.
1478
Georg Brandl116aa622007-08-15 14:28:22 +00001479
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001480.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001481.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001482 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001483 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001484
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001485 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001486 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001487
Georg Brandl116aa622007-08-15 14:28:22 +00001488
1489.. function:: repr(object)
1490
Georg Brandl68ee3a52008-03-25 07:21:32 +00001491 Return a string containing a printable representation of an object. For many
1492 types, this function makes an attempt to return a string that would yield an
1493 object with the same value when passed to :func:`eval`, otherwise the
1494 representation is a string enclosed in angle brackets that contains the name
1495 of the type of the object together with additional information often
1496 including the name and address of the object. A class can control what this
1497 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001498
1499
1500.. function:: reversed(seq)
1501
Christian Heimes7f044312008-01-06 17:05:40 +00001502 Return a reverse :term:`iterator`. *seq* must be an object which has
1503 a :meth:`__reversed__` method or supports the sequence protocol (the
1504 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1505 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001506
Georg Brandl116aa622007-08-15 14:28:22 +00001507
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001508.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001509
csabella85deefc2017-03-29 17:14:06 -04001510 Return *number* rounded to *ndigits* precision after the decimal
1511 point. If *ndigits* is omitted or is ``None``, it returns the
1512 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001513
1514 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001515 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1516 equally close, rounding is done toward the even choice (so, for example,
1517 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001518 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001519 negative). The return value is an integer if *ndigits* is omitted or
1520 ``None``.
1521 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001522
Lisa Roach900c48d2018-05-20 11:00:18 -04001523 For a general Python object ``number``, ``round`` delegates to
1524 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001525
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001526 .. note::
1527
1528 The behavior of :func:`round` for floats can be surprising: for example,
1529 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1530 This is not a bug: it's a result of the fact that most decimal fractions
1531 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1532 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001533
Éric Araujo9edd9f02011-09-01 23:08:55 +02001534
1535.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001536.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001537 :noindex:
1538
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001539 Return a new :class:`set` object, optionally with elements taken from
1540 *iterable*. ``set`` is a built-in class. See :class:`set` and
1541 :ref:`types-set` for documentation about this class.
1542
1543 For other containers see the built-in :class:`frozenset`, :class:`list`,
1544 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1545 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001546
Georg Brandl116aa622007-08-15 14:28:22 +00001547
1548.. function:: setattr(object, name, value)
1549
1550 This is the counterpart of :func:`getattr`. The arguments are an object, a
1551 string and an arbitrary value. The string may name an existing attribute or a
1552 new attribute. The function assigns the value to the attribute, provided the
1553 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1554 ``x.foobar = 123``.
1555
Ken Jin2edaf6a2021-02-03 05:06:57 +08001556 .. note::
1557
1558 Since :ref:`private name mangling <private-name-mangling>` happens at
1559 compilation time, one must manually mangle a private attribute's
1560 (attributes with two leading underscores) name in order to set it with
1561 :func:`setattr`.
1562
Georg Brandl116aa622007-08-15 14:28:22 +00001563
Georg Brandleb7e8f62014-10-06 13:54:36 +02001564.. class:: slice(stop)
1565 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001566
Christian Heimesd8654cf2007-12-02 15:22:16 +00001567 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001568 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001569 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1570 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1571 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001572 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001573 Slice objects are also generated when extended indexing syntax is used. For
1574 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1575 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001576
1577
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001578.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001579
1580 Return a new sorted list from the items in *iterable*.
1581
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001582 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001583
Georg Brandl116aa622007-08-15 14:28:22 +00001584 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001585 key from each element in *iterable* (for example, ``key=str.lower``). The
1586 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001587
1588 *reverse* is a boolean value. If set to ``True``, then the list elements are
1589 sorted as if each comparison were reversed.
1590
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001591 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1592 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001593
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001594 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1595 stable if it guarantees not to change the relative order of elements that
1596 compare equal --- this is helpful for sorting in multiple passes (for
1597 example, sort by department, then by salary grade).
1598
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001599 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001600
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001601.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001602
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001603 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001604
1605 A static method does not receive an implicit first argument. To declare a static
1606 method, use this idiom::
1607
1608 class C:
1609 @staticmethod
1610 def f(arg1, arg2, ...): ...
1611
Andre Delfino548cb602019-03-25 19:53:43 -03001612 The ``@staticmethod`` form is a function :term:`decorator` -- see
1613 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001614
Andre Delfino548cb602019-03-25 19:53:43 -03001615 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1616 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001617
Raymond Hettinger90289282011-06-01 16:17:23 -07001618 Static methods in Python are similar to those found in Java or C++. Also see
1619 :func:`classmethod` for a variant that is useful for creating alternate class
1620 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001621
Éric Araujo03b95372017-10-12 12:28:55 -04001622 Like all decorators, it is also possible to call ``staticmethod`` as
1623 a regular function and do something with its result. This is needed
1624 in some cases where you need a reference to a function from a class
1625 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001626 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001627
1628 class C:
1629 builtin_open = staticmethod(open)
1630
Andre Delfino548cb602019-03-25 19:53:43 -03001631 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001632
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001633
Éric Araujo03b95372017-10-12 12:28:55 -04001634.. index::
1635 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001636
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001637.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001638.. class:: str(object='')
1639 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001640 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001641
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001642 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001643
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001644 ``str`` is the built-in string :term:`class`. For general information
1645 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001646
1647
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001648.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001649
1650 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001651 total. The *iterable*'s items are normally numbers, and the start value is not
1652 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001653
Éric Araujo8f9626b2010-11-06 06:30:16 +00001654 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001655 The preferred, fast way to concatenate a sequence of strings is by calling
1656 ``''.join(sequence)``. To add floating point values with extended precision,
1657 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1658 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001659
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001660 .. versionchanged:: 3.8
1661 The *start* parameter can be specified as a keyword argument.
1662
Mark Summerfield1041f742008-02-26 13:27:00 +00001663.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001664
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001665 Return a proxy object that delegates method calls to a parent or sibling
1666 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001667 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001668
Raymond Hettingercd81f052019-08-29 00:44:02 -07001669 The *object-or-type* determines the :term:`method resolution order`
1670 to be searched. The search starts from the class right after the
1671 *type*.
1672
1673 For example, if :attr:`~class.__mro__` of *object-or-type* is
1674 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1675 then :func:`super` searches ``C -> A -> object``.
1676
1677 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001678 resolution search order used by both :func:`getattr` and :func:`super`. The
1679 attribute is dynamic and can change whenever the inheritance hierarchy is
1680 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001681
Raymond Hettinger79d04342009-02-25 00:32:51 +00001682 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001683 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001684 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1685 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001686
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001687 There are two typical use cases for *super*. In a class hierarchy with
1688 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001689 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001690 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001691
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001692 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001693 dynamic execution environment. This use case is unique to Python and is
1694 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001695 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001696 where multiple base classes implement the same method. Good design dictates
1697 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001698 order of calls is determined at runtime, because that order adapts
1699 to changes in the class hierarchy, and because that order can include
1700 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001701
1702 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001703
1704 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001705 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001706 super().method(arg) # This does the same thing as:
1707 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001708
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001709 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001710 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001711 in a parent or sibling class.
1712
Georg Brandl116aa622007-08-15 14:28:22 +00001713 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001714 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001715 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001716 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001717 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001718 operators such as ``super()[name]``.
1719
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001720 Also note that, aside from the zero argument form, :func:`super` is not
1721 limited to use inside methods. The two argument form specifies the
1722 arguments exactly and makes the appropriate references. The zero
1723 argument form only works inside a class definition, as the compiler fills
1724 in the necessary details to correctly retrieve the class being defined,
1725 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001726
Raymond Hettinger90289282011-06-01 16:17:23 -07001727 For practical suggestions on how to design cooperative classes using
1728 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001729 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001730
Georg Brandl116aa622007-08-15 14:28:22 +00001731
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001732.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001733.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001734 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001735
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001736 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001737 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001738
1739
Georg Brandleb7e8f62014-10-06 13:54:36 +02001740.. class:: type(object)
Erik Soma72fcd142021-03-01 18:21:04 -05001741 type(name, bases, dict, **kwds)
Georg Brandl116aa622007-08-15 14:28:22 +00001742
1743 .. index:: object: type
1744
Ezio Melotti837cd062012-10-24 23:06:25 +03001745 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001746 type object and generally the same object as returned by
1747 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001748
Georg Brandl85eb8c12007-08-31 16:33:38 +00001749 The :func:`isinstance` built-in function is recommended for testing the type
1750 of an object, because it takes subclasses into account.
1751
Georg Brandl116aa622007-08-15 14:28:22 +00001752
Ezio Melotti837cd062012-10-24 23:06:25 +03001753 With three arguments, return a new type object. This is essentially a
Борис Верховский644d5282021-01-22 00:47:23 -05001754 dynamic form of the :keyword:`class` statement. The *name* string is
1755 the class name and becomes the :attr:`~definition.__name__` attribute.
1756 The *bases* tuple contains the base classes and becomes the
1757 :attr:`~class.__bases__` attribute; if empty, :class:`object`, the
1758 ultimate base of all classes, is added. The *dict* dictionary contains
1759 attribute and method definitions for the class body; it may be copied
1760 or wrapped before becoming the :attr:`~object.__dict__` attribute.
1761 The following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001762
Éric Araujo28053fb2010-11-22 03:09:19 +00001763 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001764 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001765 ...
Борис Верховский644d5282021-01-22 00:47:23 -05001766 >>> X = type('X', (), dict(a=1))
Georg Brandl116aa622007-08-15 14:28:22 +00001767
Chris Jerdonek006d9072012-10-12 20:28:26 -07001768 See also :ref:`bltin-type-objects`.
1769
Erik Soma72fcd142021-03-01 18:21:04 -05001770 Keyword arguments provided to the three argument form are passed to the
1771 appropriate metaclass machinery (usually :meth:`~object.__init_subclass__`)
1772 in the same way that keywords in a class
1773 definition (besides *metaclass*) would.
1774
1775 See also :ref:`class-customization`.
1776
Berker Peksag3f015a62016-08-19 11:04:07 +03001777 .. versionchanged:: 3.6
1778 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1779 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001780
1781.. function:: vars([object])
1782
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001783 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001784 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001785
Martin Panterbae5d812016-06-18 03:57:31 +00001786 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001787 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001788 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001789 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001790
Raymond Hettingerd7100172013-06-02 10:03:05 -07001791 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1792 locals dictionary is only useful for reads since updates to the locals
1793 dictionary are ignored.
1794
Andre Delfino802726a2020-08-21 19:29:34 -03001795 A :exc:`TypeError` exception is raised if an object is specified but
1796 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1797 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001798
Ram Rachum59cf8532020-06-19 23:39:22 +03001799.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001800
Ram Rachum59cf8532020-06-19 23:39:22 +03001801 Iterate over several iterables in parallel, producing tuples with an item
1802 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001803
Ram Rachum59cf8532020-06-19 23:39:22 +03001804 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001805
Ram Rachum59cf8532020-06-19 23:39:22 +03001806 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1807 ... print(item)
1808 ...
1809 (1, 'sugar')
1810 (2, 'spice')
1811 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001812
Ram Rachum59cf8532020-06-19 23:39:22 +03001813 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1814 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001815
Ram Rachum59cf8532020-06-19 23:39:22 +03001816 Another way to think of :func:`zip` is that it turns rows into columns, and
1817 columns into rows. This is similar to `transposing a matrix
1818 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001819
Ram Rachum59cf8532020-06-19 23:39:22 +03001820 :func:`zip` is lazy: The elements won't be processed until the iterable is
1821 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1822 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001823
Ram Rachum59cf8532020-06-19 23:39:22 +03001824 One thing to consider is that the iterables passed to :func:`zip` could have
1825 different lengths; sometimes by design, and sometimes because of a bug in
1826 the code that prepared these iterables. Python offers three different
1827 approaches to dealing with this issue:
1828
1829 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1830 It will ignore the remaining items in the longer iterables, cutting off
1831 the result to the length of the shortest iterable::
1832
1833 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1834 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1835
1836 * :func:`zip` is often used in cases where the iterables are assumed to be
1837 of equal length. In such cases, it's recommended to use the ``strict=True``
1838 option. Its output is the same as regular :func:`zip`::
1839
1840 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1841 [('a', 1), ('b', 2), ('c', 3)]
1842
1843 Unlike the default behavior, it checks that the lengths of iterables are
1844 identical, raising a :exc:`ValueError` if they aren't:
1845
1846 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1847 Traceback (most recent call last):
1848 ...
1849 ValueError: zip() argument 2 is longer than argument 1
1850
1851 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001852 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001853 bug in another part of the program.
1854
1855 * Shorter iterables can be padded with a constant value to make all the
1856 iterables have the same length. This is done by
1857 :func:`itertools.zip_longest`.
1858
1859 Edge cases: With a single iterable argument, :func:`zip` returns an
1860 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1861
1862 Tips and tricks:
1863
1864 * The left-to-right evaluation order of the iterables is guaranteed. This
1865 makes possible an idiom for clustering a data series into n-length groups
1866 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1867 ``n`` times so that each output tuple has the result of ``n`` calls to the
1868 iterator. This has the effect of dividing the input into n-length chunks.
1869
1870 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1871 list::
1872
1873 >>> x = [1, 2, 3]
1874 >>> y = [4, 5, 6]
1875 >>> list(zip(x, y))
1876 [(1, 4), (2, 5), (3, 6)]
1877 >>> x2, y2 = zip(*zip(x, y))
1878 >>> x == list(x2) and y == list(y2)
1879 True
1880
1881 .. versionchanged:: 3.10
1882 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001883
Georg Brandl2ee470f2008-07-16 12:55:28 +00001884
Brett Cannoncb4996a2012-08-06 16:34:44 -04001885.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001886
1887 .. index::
1888 statement: import
1889 module: imp
1890
1891 .. note::
1892
1893 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001894 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001895
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001896 This function is invoked by the :keyword:`import` statement. It can be
1897 replaced (by importing the :mod:`builtins` module and assigning to
1898 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001899 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001900 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1901 goals and does not cause issues with code which assumes the default import
1902 implementation is in use. Direct use of :func:`__import__` is also
1903 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001904
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001905 The function imports the module *name*, potentially using the given *globals*
1906 and *locals* to determine how to interpret the name in a package context.
1907 The *fromlist* gives the names of objects or submodules that should be
1908 imported from the module given by *name*. The standard implementation does
1909 not use its *locals* argument at all, and uses its *globals* only to
1910 determine the package context of the :keyword:`import` statement.
1911
Brett Cannon2b9fd472009-03-15 02:18:41 +00001912 *level* specifies whether to use absolute or relative imports. ``0`` (the
1913 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001914 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001915 directory of the module calling :func:`__import__` (see :pep:`328` for the
1916 details).
Georg Brandl48367812008-12-05 15:55:41 +00001917
1918 When the *name* variable is of the form ``package.module``, normally, the
1919 top-level package (the name up till the first dot) is returned, *not* the
1920 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001921 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001922
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001923 For example, the statement ``import spam`` results in bytecode resembling the
1924 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001925
Brett Cannon2b9fd472009-03-15 02:18:41 +00001926 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001927
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001928 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001929
Brett Cannon2b9fd472009-03-15 02:18:41 +00001930 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001931
1932 Note how :func:`__import__` returns the toplevel module here because this is
1933 the object that is bound to a name by the :keyword:`import` statement.
1934
1935 On the other hand, the statement ``from spam.ham import eggs, sausage as
1936 saus`` results in ::
1937
Brett Cannon2b9fd472009-03-15 02:18:41 +00001938 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001939 eggs = _temp.eggs
1940 saus = _temp.sausage
1941
1942 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1943 object, the names to import are retrieved and assigned to their respective
1944 names.
1945
1946 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001947 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001948
Brett Cannon73df3642012-07-30 18:35:17 -04001949 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001950 Negative values for *level* are no longer supported (which also changes
1951 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001952
idomicfc72ab62020-03-09 07:57:53 -04001953 .. versionchanged:: 3.9
1954 When the command line options :option:`-E` or :option:`-I` are being used,
1955 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001956
Georg Brandl116aa622007-08-15 14:28:22 +00001957.. rubric:: Footnotes
1958
Georg Brandl47f27a32009-03-31 16:57:13 +00001959.. [#] Note that the parser only accepts the Unix-style end of line convention.
1960 If you are reading the code from a file, make sure to use newline conversion
1961 mode to convert Windows or Mac-style newlines.