blob: 5cb1df93702d683deca5b02797c4bca78fc14ea4 [file] [log] [blame]
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
Pablo Galindod9692022021-03-23 23:57:03 +000074 .. versionadded:: 3.10
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -040075
Georg Brandl116aa622007-08-15 14:28:22 +000076.. function:: all(iterable)
77
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020078 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000079 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000080
81 def all(iterable):
82 for element in iterable:
83 if not element:
84 return False
85 return True
86
Georg Brandl116aa622007-08-15 14:28:22 +000087
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -040088.. awaitablefunction:: anext(async_iterator[, default])
89
90 When awaited, return the next item from the given :term:`asynchronous
91 iterator`, or *default* if given and the iterator is exhausted.
92
93 This is the async variant of the :func:`next` builtin, and behaves
94 similarly.
95
96 This calls the :meth:`~object.__anext__` method of *async_iterator*,
97 returning an :term:`awaitable`. Awaiting this returns the next value of the
98 iterator. If *default* is given, it is returned if the iterator is exhausted,
99 otherwise :exc:`StopAsyncIteration` is raised.
100
Pablo Galindod9692022021-03-23 23:57:03 +0000101 .. versionadded:: 3.10
Joshua Bronsonf0a6fde2021-03-23 18:47:21 -0400102
Georg Brandl116aa622007-08-15 14:28:22 +0000103.. function:: any(iterable)
104
Serhiy Storchakafbc1c262013-11-29 12:17:13 +0200105 Return ``True`` if any element of the *iterable* is true. If the iterable
106 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +0000107
108 def any(iterable):
109 for element in iterable:
110 if element:
111 return True
112 return False
113
Georg Brandl116aa622007-08-15 14:28:22 +0000114
Georg Brandl559e5d72008-06-11 18:37:52 +0000115.. function:: ascii(object)
116
117 As :func:`repr`, return a string containing a printable representation of an
118 object, but escape the non-ASCII characters in the string returned by
119 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
120 similar to that returned by :func:`repr` in Python 2.
121
122
Georg Brandl116aa622007-08-15 14:28:22 +0000123.. function:: bin(x)
124
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300125 Convert an integer number to a binary string prefixed with "0b". The result
126 is a valid Python expression. If *x* is not a Python :class:`int` object, it
127 has to define an :meth:`__index__` method that returns an integer. Some
128 examples:
129
130 >>> bin(3)
131 '0b11'
132 >>> bin(-10)
133 '-0b1010'
134
135 If prefix "0b" is desired or not, you can use either of the following ways.
136
137 >>> format(14, '#b'), format(14, 'b')
138 ('0b1110', '1110')
139 >>> f'{14:#b}', f'{14:b}'
140 ('0b1110', '1110')
141
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300142 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000143
Georg Brandl116aa622007-08-15 14:28:22 +0000144
Georg Brandleb7e8f62014-10-06 13:54:36 +0200145.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000146
Georg Brandleb7e8f62014-10-06 13:54:36 +0200147 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
148 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
149 or omitted, this returns ``False``; otherwise it returns ``True``. The
150 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
151 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +0200152 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +0000153
154 .. index:: pair: Boolean; type
155
Louis Sautier3fe89da2018-08-27 12:45:26 +0200156 .. versionchanged:: 3.7
157 *x* is now a positional-only parameter.
Georg Brandl116aa622007-08-15 14:28:22 +0000158
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400159.. function:: breakpoint(*args, **kws)
160
161 This function drops you into the debugger at the call site. Specifically,
162 it calls :func:`sys.breakpointhook`, passing ``args`` and ``kws`` straight
163 through. By default, ``sys.breakpointhook()`` calls
164 :func:`pdb.set_trace()` expecting no arguments. In this case, it is
165 purely a convenience function so you don't have to explicitly import
166 :mod:`pdb` or type as much code to enter the debugger. However,
167 :func:`sys.breakpointhook` can be set to some other function and
168 :func:`breakpoint` will automatically call that, allowing you to drop into
169 the debugger of choice.
170
Steve Dower44f91c32019-06-27 10:47:59 -0700171 .. audit-event:: builtins.breakpoint breakpointhook breakpoint
Steve Dower60419a72019-06-24 08:42:54 -0700172
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400173 .. versionadded:: 3.7
174
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000175.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200176.. class:: bytearray([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400177 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000178
Georg Brandleb7e8f62014-10-06 13:54:36 +0200179 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000180 sequence of integers in the range 0 <= x < 256. It has most of the usual
181 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000182 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000183
Georg Brandl036490d2009-05-17 13:00:36 +0000184 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000185 different ways:
186
187 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000188 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000189 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000190
191 * If it is an *integer*, the array will have that size and will be
192 initialized with null bytes.
193
Antoine0f25c232020-10-26 06:26:34 +0100194 * If it is an object conforming to the :ref:`buffer interface <bufferobjects>`,
195 a read-only buffer of the object will be used to initialize the bytes array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000196
Guido van Rossum98297ee2007-11-06 21:34:58 +0000197 * If it is an *iterable*, it must be an iterable of integers in the range
198 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000199
200 Without an argument, an array of size 0 is created.
201
Chris Jerdonek006d9072012-10-12 20:28:26 -0700202 See also :ref:`binaryseq` and :ref:`typebytearray`.
203
Georg Brandl85eb8c12007-08-31 16:33:38 +0000204
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000205.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200206.. class:: bytes([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400207 :noindex:
Guido van Rossum98297ee2007-11-06 21:34:58 +0000208
209 Return a new "bytes" object, which is an immutable sequence of integers in
210 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000211 :class:`bytearray` -- it has the same non-mutating methods and the same
212 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000213
Georg Brandl476b3552009-04-29 06:37:12 +0000214 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000215
216 Bytes objects can also be created with literals, see :ref:`strings`.
217
Chris Jerdonek006d9072012-10-12 20:28:26 -0700218 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
219
Guido van Rossum98297ee2007-11-06 21:34:58 +0000220
Antoine Pitroue71362d2010-11-27 22:00:11 +0000221.. function:: callable(object)
222
223 Return :const:`True` if the *object* argument appears callable,
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200224 :const:`False` if not. If this returns ``True``, it is still possible that a
225 call fails, but if it is ``False``, calling *object* will never succeed.
Antoine Pitroue71362d2010-11-27 22:00:11 +0000226 Note that classes are callable (calling a class returns a new instance);
227 instances are callable if their class has a :meth:`__call__` method.
228
229 .. versionadded:: 3.2
230 This function was first removed in Python 3.0 and then brought back
231 in Python 3.2.
232
233
Georg Brandl116aa622007-08-15 14:28:22 +0000234.. function:: chr(i)
235
Georg Brandl3be472b2015-01-14 08:26:30 +0100236 Return the string representing a character whose Unicode code point is the
Nick Coghlaneed67192014-08-17 14:07:53 +1000237 integer *i*. For example, ``chr(97)`` returns the string ``'a'``, while
Terry Jan Reedy01a9a952016-03-23 13:36:52 -0400238 ``chr(8364)`` returns the string ``'€'``. This is the inverse of :func:`ord`.
Nick Coghlaneed67192014-08-17 14:07:53 +1000239
240 The valid range for the argument is from 0 through 1,114,111 (0x10FFFF in
241 base 16). :exc:`ValueError` will be raised if *i* is outside that range.
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000242
Georg Brandl116aa622007-08-15 14:28:22 +0000243
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900244.. decorator:: classmethod
Georg Brandl116aa622007-08-15 14:28:22 +0000245
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900246 Transform a method into a class method.
Georg Brandl116aa622007-08-15 14:28:22 +0000247
248 A class method receives the class as implicit first argument, just like an
249 instance method receives the instance. To declare a class method, use this
250 idiom::
251
252 class C:
253 @classmethod
254 def f(cls, arg1, arg2, ...): ...
255
Andre Delfino548cb602019-03-25 19:53:43 -0300256 The ``@classmethod`` form is a function :term:`decorator` -- see
257 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000258
Andre Delfino548cb602019-03-25 19:53:43 -0300259 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 +0000260 as ``C().f()``). The instance is ignored except for its class. If a class
261 method is called for a derived class, the derived class object is passed as the
262 implied first argument.
263
264 Class methods are different than C++ or Java static methods. If you want those,
Berker Peksag805f8f92019-08-25 01:37:25 +0300265 see :func:`staticmethod` in this section.
Andre Delfino548cb602019-03-25 19:53:43 -0300266 For more information on class methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +0000267
Berker Peksag805f8f92019-08-25 01:37:25 +0300268 .. versionchanged:: 3.9
269 Class methods can now wrap other :term:`descriptors <descriptor>` such as
270 :func:`property`.
Georg Brandl116aa622007-08-15 14:28:22 +0000271
Georg Brandl8334fd92010-12-04 10:26:46 +0000272.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000273
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000274 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500275 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
276 byte string, or an AST object. Refer to the :mod:`ast` module documentation
277 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000278
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000279 The *filename* argument should give the file from which the code was read;
280 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
281 commonly used).
282
283 The *mode* argument specifies what kind of code must be compiled; it can be
284 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
285 consists of a single expression, or ``'single'`` if it consists of a single
286 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000287 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000288
Rafael Fontenelleb76a8402020-10-29 17:48:21 -0300289 The optional arguments *flags* and *dont_inherit* control which
Batuhan Taskaya15593892020-10-19 04:14:11 +0300290 :ref:`compiler options <ast-compiler-flags>` should be activated
291 and which :ref:`future features <future>` should be allowed. If neither
292 is present (or both are zero) the code is compiled with the same flags that
293 affect the code that is calling :func:`compile`. If the *flags*
294 argument is given and *dont_inherit* is not (or is zero) then the compiler
295 options and the future statements specified by the *flags* argument are used
296 in addition to those that would be used anyway. If *dont_inherit* is a
297 non-zero integer then the *flags* argument is it -- the flags (future
298 features and compiler options) in the surrounding code are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000299
Batuhan Taskaya15593892020-10-19 04:14:11 +0300300 Compiler options and future statements are specified by bits which can be
301 bitwise ORed together to specify multiple options. The bitfield required to
302 specify a given future feature can be found as the
303 :attr:`~__future__._Feature.compiler_flag` attribute on the
304 :class:`~__future__._Feature` instance in the :mod:`__future__` module.
305 :ref:`Compiler flags <ast-compiler-flags>` can be found in :mod:`ast`
306 module, with ``PyCF_`` prefix.
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700307
Georg Brandl8334fd92010-12-04 10:26:46 +0000308 The argument *optimize* specifies the optimization level of the compiler; the
309 default value of ``-1`` selects the optimization level of the interpreter as
310 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
311 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
312 or ``2`` (docstrings are removed too).
313
Christian Heimes7f044312008-01-06 17:05:40 +0000314 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200315 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000316
Georg Brandle4196d32014-10-31 09:41:46 +0100317 If you want to parse Python code into its AST representation, see
318 :func:`ast.parse`.
319
Steve Dower44f91c32019-06-27 10:47:59 -0700320 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700321
Steve Dower60419a72019-06-24 08:42:54 -0700322 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700323 ``source`` and ``filename``. This event may also be raised by implicit
324 compilation.
325
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000326 .. note::
327
Benjamin Peterson20211002009-11-25 18:34:42 +0000328 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000329 ``'eval'`` mode, input must be terminated by at least one newline
330 character. This is to facilitate detection of incomplete and complete
331 statements in the :mod:`code` module.
332
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800333 .. warning::
334
335 It is possible to crash the Python interpreter with a
336 sufficiently large/complex string when compiling to an AST
337 object due to stack depth limitations in Python's AST compiler.
338
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000339 .. versionchanged:: 3.2
340 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000341 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000342
Berker Peksag0334c3c2016-02-21 22:00:12 +0200343 .. versionchanged:: 3.5
344 Previously, :exc:`TypeError` was raised when null bytes were encountered
345 in *source*.
346
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700347 .. versionadded:: 3.8
348 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
349 support for top-level ``await``, ``async for``, and ``async with``.
350
Georg Brandl116aa622007-08-15 14:28:22 +0000351
Georg Brandleb7e8f62014-10-06 13:54:36 +0200352.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000353
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400354 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200355 or number to a complex number. If the first parameter is a string, it will
356 be interpreted as a complex number and the function must be called without a
357 second parameter. The second parameter can never be a string. Each argument
358 may be any numeric type (including complex). If *imag* is omitted, it
359 defaults to zero and the constructor serves as a numeric conversion like
360 :class:`int` and :class:`float`. If both arguments are omitted, returns
361 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000362
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300363 For a general Python object ``x``, ``complex(x)`` delegates to
364 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
365 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
366 to :meth:`__index__`.
367
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000368 .. note::
369
370 When converting from a string, the string must not contain whitespace
371 around the central ``+`` or ``-`` operator. For example,
372 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
373 :exc:`ValueError`.
374
Georg Brandl116aa622007-08-15 14:28:22 +0000375 The complex type is described in :ref:`typesnumeric`.
376
Brett Cannona721aba2016-09-09 14:57:09 -0700377 .. versionchanged:: 3.6
378 Grouping digits with underscores as in code literals is allowed.
379
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300380 .. versionchanged:: 3.8
381 Falls back to :meth:`__index__` if :meth:`__complex__` and
382 :meth:`__float__` are not defined.
383
Georg Brandl116aa622007-08-15 14:28:22 +0000384
385.. function:: delattr(object, name)
386
387 This is a relative of :func:`setattr`. The arguments are an object and a
388 string. The string must be the name of one of the object's attributes. The
389 function deletes the named attribute, provided the object allows it. For
390 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
391
392
Éric Araujo9edd9f02011-09-01 23:08:55 +0200393.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200394.. class:: dict(**kwarg)
395 dict(mapping, **kwarg)
396 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000397 :noindex:
398
Chris Jerdonekf3413172012-10-13 03:22:33 -0700399 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200400 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000401
Chris Jerdonekf3413172012-10-13 03:22:33 -0700402 For other containers see the built-in :class:`list`, :class:`set`, and
403 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000404
405
406.. function:: dir([object])
407
408 Without arguments, return the list of names in the current local scope. With an
409 argument, attempt to return a list of valid attributes for that object.
410
411 If the object has a method named :meth:`__dir__`, this method will be called and
412 must return the list of attributes. This allows objects that implement a custom
413 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
414 :func:`dir` reports their attributes.
415
416 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000417 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000418 from its type object. The resulting list is not necessarily complete, and may
419 be inaccurate when the object has a custom :func:`__getattr__`.
420
421 The default :func:`dir` mechanism behaves differently with different types of
422 objects, as it attempts to produce the most relevant, rather than complete,
423 information:
424
425 * If the object is a module object, the list contains the names of the module's
426 attributes.
427
428 * If the object is a type or class object, the list contains the names of its
429 attributes, and recursively of the attributes of its bases.
430
431 * Otherwise, the list contains the object's attributes' names, the names of its
432 class's attributes, and recursively of the attributes of its class's base
433 classes.
434
Christian Heimesfe337bf2008-03-23 21:54:12 +0000435 The resulting list is sorted alphabetically. For example:
436
437 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200438 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300439 ['__builtins__', '__name__', 'struct']
440 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
441 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
442 '__initializing__', '__loader__', '__name__', '__package__',
443 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000444 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200445 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300446 ... def __dir__(self):
447 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700448 >>> s = Shape()
449 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300450 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000451
452 .. note::
453
454 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000455 interactive prompt, it tries to supply an interesting set of names more
456 than it tries to supply a rigorously or consistently defined set of names,
457 and its detailed behavior may change across releases. For example,
458 metaclass attributes are not in the result list when the argument is a
459 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000460
461
462.. function:: divmod(a, b)
463
464 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000465 consisting of their quotient and remainder when using integer division. With
466 mixed operand types, the rules for binary arithmetic operators apply. For
467 integers, the result is the same as ``(a // b, a % b)``. For floating point
468 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
469 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
470 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
471 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000472
Georg Brandl116aa622007-08-15 14:28:22 +0000473
Georg Brandl036490d2009-05-17 13:00:36 +0000474.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000475
Georg Brandld11ae5d2008-05-16 13:27:32 +0000476 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300477 :term:`iterator`, or some other object which supports iteration.
478 The :meth:`~iterator.__next__` method of the iterator returned by
479 :func:`enumerate` returns a tuple containing a count (from *start* which
480 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000481
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200482 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
483 >>> list(enumerate(seasons))
484 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
485 >>> list(enumerate(seasons, start=1))
486 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700487
488 Equivalent to::
489
490 def enumerate(sequence, start=0):
491 n = start
492 for elem in sequence:
493 yield n, elem
494 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000495
Georg Brandl116aa622007-08-15 14:28:22 +0000496
smokephil7a0023e2019-09-11 12:30:04 +0200497.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000498
499 The arguments are a string and optional globals and locals. If provided,
500 *globals* must be a dictionary. If provided, *locals* can be any mapping
501 object.
502
Georg Brandl116aa622007-08-15 14:28:22 +0000503 The *expression* argument is parsed and evaluated as a Python expression
504 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000505 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300506 present and does not contain a value for the key ``__builtins__``, a
507 reference to the dictionary of the built-in module :mod:`builtins` is
Antoinefc3dca32020-12-16 16:45:19 +0100508 inserted under that key before *expression* is parsed. That way you can
509 control what builtins are available to the executed code by inserting your
510 own ``__builtins__`` dictionary into *globals* before passing it to
511 :func:`eval`. If the *locals* dictionary is omitted it defaults to the
512 *globals* dictionary. If both dictionaries are omitted, the expression is
513 executed with the *globals* and *locals* in the environment where
514 :func:`eval` is called. Note, *eval()* does not have access to the
515 :term:`nested scopes <nested scope>` (non-locals) in the enclosing
516 environment.
Raymond Hettinger610a4822019-08-06 17:56:22 -0700517
518 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000519 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000520
521 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000522 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000523 2
524
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000525 This function can also be used to execute arbitrary code objects (such as
526 those created by :func:`compile`). In this case pass a code object instead
527 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000528 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000529
530 Hints: dynamic execution of statements is supported by the :func:`exec`
531 function. The :func:`globals` and :func:`locals` functions
532 returns the current global and local dictionary, respectively, which may be
533 useful to pass around for use by :func:`eval` or :func:`exec`.
534
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300535 If the given source is a string, then leading and trailing spaces and tabs
536 are stripped.
537
Georg Brandl05bfcc52010-07-11 09:42:10 +0000538 See :func:`ast.literal_eval` for a function that can safely evaluate strings
539 with expressions containing only literals.
540
Steve Dower44f91c32019-06-27 10:47:59 -0700541 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700542
Steve Dower60419a72019-06-24 08:42:54 -0700543 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
544 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700545
Berker Peksag3410af42014-07-04 15:06:45 +0300546.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000547
548.. function:: exec(object[, globals[, locals]])
549
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000550 This function supports dynamic execution of Python code. *object* must be
551 either a string or a code object. If it is a string, the string is parsed as
552 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000553 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
554 the code that's executed is expected to be valid as file input (see the
555 section "File input" in the Reference Manual). Be aware that the
Terry Jan Reedy0ec57e22021-02-07 00:28:50 -0500556 :keyword:`nonlocal`, :keyword:`yield`, and :keyword:`return`
557 statements may not be used outside of
Georg Brandl47f27a32009-03-31 16:57:13 +0000558 function definitions even within the context of code passed to the
559 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000560
561 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000562 current scope. If only *globals* is provided, it must be a dictionary
563 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000564 will be used for both the global and the local variables. If *globals* and
565 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400566 respectively. If provided, *locals* can be any mapping object. Remember
567 that at module level, globals and locals are the same dictionary. If exec
568 gets two separate objects as *globals* and *locals*, the code will be
569 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000570
571 If the *globals* dictionary does not contain a value for the key
572 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000573 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000574 builtins are available to the executed code by inserting your own
575 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
576
Steve Dower44f91c32019-06-27 10:47:59 -0700577 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700578
Steve Dower60419a72019-06-24 08:42:54 -0700579 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
580 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700581
Georg Brandl116aa622007-08-15 14:28:22 +0000582 .. note::
583
584 The built-in functions :func:`globals` and :func:`locals` return the current
585 global and local dictionary, respectively, which may be useful to pass around
586 for use as the second and third argument to :func:`exec`.
587
Georg Brandle720c0a2009-04-27 16:20:50 +0000588 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000589
590 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000591 modifications to the default *locals* dictionary should not be attempted.
592 Pass an explicit *locals* dictionary if you need to see effects of the
593 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000594
595
596.. function:: filter(function, iterable)
597
Georg Brandl952aea22007-09-04 17:50:40 +0000598 Construct an iterator from those elements of *iterable* for which *function*
599 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000600 supports iteration, or an iterator. If *function* is ``None``, the identity
601 function is assumed, that is, all elements of *iterable* that are false are
602 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000603
Georg Brandl952aea22007-09-04 17:50:40 +0000604 Note that ``filter(function, iterable)`` is equivalent to the generator
605 expression ``(item for item in iterable if function(item))`` if function is
606 not ``None`` and ``(item for item in iterable if item)`` if function is
607 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000608
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000609 See :func:`itertools.filterfalse` for the complementary function that returns
610 elements of *iterable* for which *function* returns false.
611
Georg Brandl116aa622007-08-15 14:28:22 +0000612
Georg Brandleb7e8f62014-10-06 13:54:36 +0200613.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000614
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000615 .. index::
616 single: NaN
617 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000618
Georg Brandleb7e8f62014-10-06 13:54:36 +0200619 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000620
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000621 If the argument is a string, it should contain a decimal number, optionally
622 preceded by a sign, and optionally embedded in whitespace. The optional
623 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
624 produced. The argument may also be a string representing a NaN
625 (not-a-number), or a positive or negative infinity. More precisely, the
626 input must conform to the following grammar after leading and trailing
627 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000628
Victor Stinner8af239e2020-09-18 09:10:15 +0200629 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000630 sign: "+" | "-"
631 infinity: "Infinity" | "inf"
632 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000633 numeric_value: `floatnumber` | `infinity` | `nan`
634 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000635
636 Here ``floatnumber`` is the form of a Python floating-point literal,
637 described in :ref:`floating`. Case is not significant, so, for example,
638 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
639 positive infinity.
640
641 Otherwise, if the argument is an integer or a floating point number, a
642 floating point number with the same value (within Python's floating point
643 precision) is returned. If the argument is outside the range of a Python
644 float, an :exc:`OverflowError` will be raised.
645
646 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300647 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
648 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000649
650 If no argument is given, ``0.0`` is returned.
651
652 Examples::
653
654 >>> float('+1.23')
655 1.23
656 >>> float(' -12345\n')
657 -12345.0
658 >>> float('1e-003')
659 0.001
660 >>> float('+1E6')
661 1000000.0
662 >>> float('-Infinity')
663 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000664
665 The float type is described in :ref:`typesnumeric`.
666
Brett Cannona721aba2016-09-09 14:57:09 -0700667 .. versionchanged:: 3.6
668 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800669
Louis Sautier3fe89da2018-08-27 12:45:26 +0200670 .. versionchanged:: 3.7
671 *x* is now a positional-only parameter.
672
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300673 .. versionchanged:: 3.8
674 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
675
Éric Araujo9edd9f02011-09-01 23:08:55 +0200676
Brett Cannona721aba2016-09-09 14:57:09 -0700677.. index::
678 single: __format__
679 single: string; format() (built-in function)
680
Georg Brandl4b491312007-08-31 09:22:56 +0000681.. function:: format(value[, format_spec])
682
Georg Brandl5579ba92009-02-23 10:24:05 +0000683 Convert a *value* to a "formatted" representation, as controlled by
684 *format_spec*. The interpretation of *format_spec* will depend on the type
685 of the *value* argument, however there is a standard formatting syntax that
686 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000687
Raymond Hettinger30439b22011-05-11 10:47:27 -0700688 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800689 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000690
Raymond Hettinger30439b22011-05-11 10:47:27 -0700691 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100692 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700693 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700694 :exc:`TypeError` exception is raised if the method search reaches
695 :mod:`object` and the *format_spec* is non-empty, or if either the
696 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000697
Larry Hastings3732ed22014-03-15 21:13:56 -0700698 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200699 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700700 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200701
Éric Araujo9edd9f02011-09-01 23:08:55 +0200702
703.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200704.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000705 :noindex:
706
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800707 Return a new :class:`frozenset` object, optionally with elements taken from
708 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
709 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000710
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800711 For other containers see the built-in :class:`set`, :class:`list`,
712 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
713 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000714
Georg Brandl116aa622007-08-15 14:28:22 +0000715
716.. function:: getattr(object, name[, default])
717
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000718 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000719 If the string is the name of one of the object's attributes, the result is the
720 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
721 ``x.foobar``. If the named attribute does not exist, *default* is returned if
722 provided, otherwise :exc:`AttributeError` is raised.
723
Ken Jin2edaf6a2021-02-03 05:06:57 +0800724 .. note::
725
726 Since :ref:`private name mangling <private-name-mangling>` happens at
727 compilation time, one must manually mangle a private attribute's
728 (attributes with two leading underscores) name in order to retrieve it with
729 :func:`getattr`.
730
Georg Brandl116aa622007-08-15 14:28:22 +0000731
732.. function:: globals()
733
734 Return a dictionary representing the current global symbol table. This is always
735 the dictionary of the current module (inside a function or method, this is the
736 module where it is defined, not the module from which it is called).
737
738
739.. function:: hasattr(object, name)
740
Benjamin Peterson17689992010-08-24 03:26:23 +0000741 The arguments are an object and a string. The result is ``True`` if the
742 string is the name of one of the object's attributes, ``False`` if not. (This
743 is implemented by calling ``getattr(object, name)`` and seeing whether it
744 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000745
746
747.. function:: hash(object)
748
Barry Warsaw224a5992013-07-15 14:47:29 -0400749 Return the hash value of the object (if it has one). Hash values are
750 integers. They are used to quickly compare dictionary keys during a
751 dictionary lookup. Numeric values that compare equal have the same hash
752 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000753
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300754 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400755
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300756 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
757 truncates the return value based on the bit width of the host machine.
758 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000759
760.. function:: help([object])
761
762 Invoke the built-in help system. (This function is intended for interactive
763 use.) If no argument is given, the interactive help system starts on the
764 interpreter console. If the argument is a string, then the string is looked up
765 as the name of a module, function, class, method, keyword, or documentation
766 topic, and a help page is printed on the console. If the argument is any other
767 kind of object, a help page on the object is generated.
768
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100769 Note that if a slash(/) appears in the parameter list of a function, when
770 invoking :func:`help`, it means that the parameters prior to the slash are
771 positional-only. For more info, see
772 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
773
Christian Heimes9bd667a2008-01-20 15:14:11 +0000774 This function is added to the built-in namespace by the :mod:`site` module.
775
Larry Hastings3732ed22014-03-15 21:13:56 -0700776 .. versionchanged:: 3.4
777 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
778 signatures for callables are now more comprehensive and consistent.
779
Georg Brandl116aa622007-08-15 14:28:22 +0000780
781.. function:: hex(x)
782
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300783 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300784 "0x". If *x* is not a Python :class:`int` object, it has to define an
785 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700786
787 >>> hex(255)
788 '0xff'
789 >>> hex(-42)
790 '-0x2a'
791
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300792 If you want to convert an integer number to an uppercase or lower hexadecimal
793 string with prefix or not, you can use either of the following ways:
794
795 >>> '%#x' % 255, '%x' % 255, '%X' % 255
796 ('0xff', 'ff', 'FF')
797 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
798 ('0xff', 'ff', 'FF')
799 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
800 ('0xff', 'ff', 'FF')
801
802 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700803
804 See also :func:`int` for converting a hexadecimal string to an
805 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000806
Mark Dickinson36cea392009-10-03 10:18:40 +0000807 .. note::
808
809 To obtain a hexadecimal string representation for a float, use the
810 :meth:`float.hex` method.
811
Georg Brandl116aa622007-08-15 14:28:22 +0000812
813.. function:: id(object)
814
Georg Brandlba956ae2007-11-29 17:24:34 +0000815 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000816 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000817 Two objects with non-overlapping lifetimes may have the same :func:`id`
818 value.
819
Éric Araujof33de712011-05-27 04:42:47 +0200820 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000821
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700822 .. audit-event:: builtins.id id id
823
Georg Brandl116aa622007-08-15 14:28:22 +0000824
Georg Brandlc0902982007-09-12 21:29:27 +0000825.. function:: input([prompt])
826
827 If the *prompt* argument is present, it is written to standard output without
828 a trailing newline. The function then reads a line from input, converts it
829 to a string (stripping a trailing newline), and returns that. When EOF is
830 read, :exc:`EOFError` is raised. Example::
831
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300832 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000833 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300834 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000835 "Monty Python's Flying Circus"
836
Georg Brandl7b469422007-09-12 21:32:27 +0000837 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000838 to provide elaborate line editing and history features.
839
Steve Dower44f91c32019-06-27 10:47:59 -0700840 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700841
Steve Dower60419a72019-06-24 08:42:54 -0700842 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700843 argument ``prompt`` before reading input
844
Steve Dower44f91c32019-06-27 10:47:59 -0700845 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700846
847 Raises an auditing event ``builtins.input/result`` with the result after
848 successfully reading input.
849
Georg Brandlc0902982007-09-12 21:29:27 +0000850
Louis Sautier3fe89da2018-08-27 12:45:26 +0200851.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200852 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000853
Georg Brandleb7e8f62014-10-06 13:54:36 +0200854 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300855 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300856 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
857 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300858 it returns ``x.__trunc__()``.
859 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700860
861 If *x* is not a number or if *base* is given, then *x* must be a string,
862 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
863 literal <integers>` in radix *base*. Optionally, the literal can be
864 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
865 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
866 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200867 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000868 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000869 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
870 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000871 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
872 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000873
874 The integer type is described in :ref:`typesnumeric`.
875
Mark Dickinson07c71362013-01-27 10:17:52 +0000876 .. versionchanged:: 3.4
877 If *base* is not an instance of :class:`int` and the *base* object has a
878 :meth:`base.__index__ <object.__index__>` method, that method is called
879 to obtain an integer for the base. Previous versions used
880 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
881 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000882
Brett Cannona721aba2016-09-09 14:57:09 -0700883 .. versionchanged:: 3.6
884 Grouping digits with underscores as in code literals is allowed.
885
Louis Sautier3fe89da2018-08-27 12:45:26 +0200886 .. versionchanged:: 3.7
887 *x* is now a positional-only parameter.
888
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300889 .. versionchanged:: 3.8
890 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
891
Brett Cannona721aba2016-09-09 14:57:09 -0700892
Georg Brandl116aa622007-08-15 14:28:22 +0000893.. function:: isinstance(object, classinfo)
894
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200895 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200896 argument, or of a (direct, indirect or :term:`virtual <abstract base
897 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200898 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400899 If *classinfo* is a tuple of type objects (or recursively, other such
Ken Jin5f77dee2021-02-09 09:57:11 +0800900 tuples) or a :ref:`types-union` of multiple types, return ``True`` if
901 *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400902 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000903 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000904
Ken Jin5f77dee2021-02-09 09:57:11 +0800905 .. versionchanged:: 3.10
906 *classinfo* can be a :ref:`types-union`.
907
Georg Brandl116aa622007-08-15 14:28:22 +0000908
909.. function:: issubclass(class, classinfo)
910
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200911 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200912 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000913 class is considered a subclass of itself. *classinfo* may be a tuple of class
Ken Jin5f77dee2021-02-09 09:57:11 +0800914 objects or a :ref:`types-union`, in which case every entry in *classinfo*
915 will be checked. In any other
Georg Brandl116aa622007-08-15 14:28:22 +0000916 case, a :exc:`TypeError` exception is raised.
917
Ken Jin5f77dee2021-02-09 09:57:11 +0800918 .. versionchanged:: 3.10
919 *classinfo* can be a :ref:`types-union`.
920
Georg Brandl116aa622007-08-15 14:28:22 +0000921
Georg Brandl036490d2009-05-17 13:00:36 +0000922.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000923
Georg Brandl036490d2009-05-17 13:00:36 +0000924 Return an :term:`iterator` object. The first argument is interpreted very
925 differently depending on the presence of the second argument. Without a
926 second argument, *object* must be a collection object which supports the
927 iteration protocol (the :meth:`__iter__` method), or it must support the
928 sequence protocol (the :meth:`__getitem__` method with integer arguments
929 starting at ``0``). If it does not support either of those protocols,
930 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
931 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300932 will call *object* with no arguments for each call to its
933 :meth:`~iterator.__next__` method; if the value returned is equal to
934 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
935 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000936
Chris Jerdonek006d9072012-10-12 20:28:26 -0700937 See also :ref:`typeiter`.
938
Chris Randsd378b1f2018-12-24 06:07:17 +0100939 One useful application of the second form of :func:`iter` is to build a
940 block-reader. For example, reading fixed-width blocks from a binary
941 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000942
Chris Randsd378b1f2018-12-24 06:07:17 +0100943 from functools import partial
944 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200945 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100946 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000947
Georg Brandl116aa622007-08-15 14:28:22 +0000948
949.. function:: len(s)
950
951 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400952 sequence (such as a string, bytes, tuple, list, or range) or a collection
953 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000954
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000955 .. impl-detail::
956
957 ``len`` raises :exc:`OverflowError` on lengths larger than
958 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
959
Georg Brandl116aa622007-08-15 14:28:22 +0000960
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000961.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200962.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000963 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000964
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000965 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700966 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000967
Georg Brandl036490d2009-05-17 13:00:36 +0000968
Georg Brandl116aa622007-08-15 14:28:22 +0000969.. function:: locals()
970
971 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000972 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 +0530973 blocks, but not in class blocks. Note that at the module level, :func:`locals`
974 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000975
Georg Brandle720c0a2009-04-27 16:20:50 +0000976 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000977 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000978 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000979
980.. function:: map(function, iterable, ...)
981
Georg Brandl952aea22007-09-04 17:50:40 +0000982 Return an iterator that applies *function* to every item of *iterable*,
983 yielding the results. If additional *iterable* arguments are passed,
984 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000985 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000986 shortest iterable is exhausted. For cases where the function inputs are
987 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000988
Georg Brandl116aa622007-08-15 14:28:22 +0000989
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700990.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300991 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000992
Ezio Melottie0add762012-09-14 06:32:35 +0300993 Return the largest item in an iterable or the largest of two or more
994 arguments.
995
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700996 If one positional argument is provided, it should be an :term:`iterable`.
997 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700998 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700999 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001000
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001001 There are two optional keyword-only arguments. The *key* argument specifies
1002 a one-argument ordering function like that used for :meth:`list.sort`. The
1003 *default* argument specifies an object to return if the provided iterable is
1004 empty. If the iterable is empty and *default* is not provided, a
1005 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001006
Georg Brandl682d7e02010-10-06 10:26:05 +00001007 If multiple items are maximal, the function returns the first one
1008 encountered. This is consistent with other sort-stability preserving tools
1009 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +00001010 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001011
Larry Hastings3732ed22014-03-15 21:13:56 -07001012 .. versionadded:: 3.4
1013 The *default* keyword-only argument.
1014
Alexander Marshalove22072f2018-07-24 10:58:21 +07001015 .. versionchanged:: 3.8
1016 The *key* can be ``None``.
1017
Éric Araujo9edd9f02011-09-01 23:08:55 +02001018
1019.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001020.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +00001021 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +00001022
Benjamin Peterson1b25b922008-09-09 22:15:27 +00001023 Return a "memory view" object created from the given argument. See
1024 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001025
1026
Raymond Hettingerf4284e42014-04-02 00:58:47 -07001027.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +03001028 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +00001029
Ezio Melottie0add762012-09-14 06:32:35 +03001030 Return the smallest item in an iterable or the smallest of two or more
1031 arguments.
1032
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001033 If one positional argument is provided, it should be an :term:`iterable`.
1034 The smallest item in the iterable is returned. If two or more positional
1035 arguments are provided, the smallest of the positional arguments is
1036 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001037
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001038 There are two optional keyword-only arguments. The *key* argument specifies
1039 a one-argument ordering function like that used for :meth:`list.sort`. The
1040 *default* argument specifies an object to return if the provided iterable is
1041 empty. If the iterable is empty and *default* is not provided, a
1042 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001043
Georg Brandl682d7e02010-10-06 10:26:05 +00001044 If multiple items are minimal, the function returns the first one
1045 encountered. This is consistent with other sort-stability preserving tools
1046 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1047 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001048
Larry Hastings3732ed22014-03-15 21:13:56 -07001049 .. versionadded:: 3.4
1050 The *default* keyword-only argument.
1051
Alexander Marshalove22072f2018-07-24 10:58:21 +07001052 .. versionchanged:: 3.8
1053 The *key* can be ``None``.
1054
Georg Brandldf48b972014-03-24 09:06:18 +01001055
Georg Brandl116aa622007-08-15 14:28:22 +00001056.. function:: next(iterator[, default])
1057
Ezio Melotti7fa82222012-10-12 13:42:08 +03001058 Retrieve the next item from the *iterator* by calling its
1059 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1060 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001061
1062
Georg Brandleb7e8f62014-10-06 13:54:36 +02001063.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001064
Georg Brandl85eb8c12007-08-31 16:33:38 +00001065 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001066 It has the methods that are common to all instances of Python classes. This
1067 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001068
1069 .. note::
1070
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001071 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1072 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001073
Georg Brandl116aa622007-08-15 14:28:22 +00001074
1075.. function:: oct(x)
1076
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001077 Convert an integer number to an octal string prefixed with "0o". The result
1078 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1079 has to define an :meth:`__index__` method that returns an integer. For
1080 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001081
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001082 >>> oct(8)
1083 '0o10'
1084 >>> oct(-56)
1085 '-0o70'
1086
1087 If you want to convert an integer number to octal string either with prefix
1088 "0o" or not, you can use either of the following ways.
1089
1090 >>> '%#o' % 10, '%o' % 10
1091 ('0o12', '12')
1092 >>> format(10, '#o'), format(10, 'o')
1093 ('0o12', '12')
1094 >>> f'{10:#o}', f'{10:o}'
1095 ('0o12', '12')
1096
1097 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001098
R David Murray9f0c9402012-08-17 20:33:54 -04001099 .. index::
1100 single: file object; open() built-in function
1101
Ross Lagerwall59142db2011-10-31 20:34:46 +02001102.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001103
R David Murray9f0c9402012-08-17 20:33:54 -04001104 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001105 cannot be opened, an :exc:`OSError` is raised. See
1106 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001107
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001108 *file* is a :term:`path-like object` giving the pathname (absolute or
1109 relative to the current working directory) of the file to be opened or an
1110 integer file descriptor of the file to be wrapped. (If a file descriptor is
1111 given, it is closed when the returned I/O object is closed, unless *closefd*
1112 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001113
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001114 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001115 opened. It defaults to ``'r'`` which means open for reading in text mode.
1116 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001117 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1118 (which on *some* Unix systems, means that *all* writes append to the end of
1119 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001120 *encoding* is not specified the encoding used is platform dependent:
1121 ``locale.getpreferredencoding(False)`` is called to get the current locale
1122 encoding. (For reading and writing raw bytes use binary mode and leave
1123 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001124
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001125 .. _filemodes:
1126
1127 .. index::
1128 pair: file; modes
1129
Benjamin Petersondd219122008-04-11 21:17:32 +00001130 ========= ===============================================================
1131 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001132 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001133 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001134 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001135 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001136 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001137 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001138 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001139 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001140 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001141
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001142 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001143 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1144 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001145
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001146 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1147 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1148 argument) return contents as :class:`bytes` objects without any decoding. In
1149 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1150 the contents of the file are returned as :class:`str`, the bytes having been
1151 first decoded using a platform-dependent encoding or using the specified
1152 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001153
Victor Stinner942f7a22020-03-04 18:50:22 +01001154 There is an additional mode character permitted, ``'U'``, which no longer
1155 has any effect, and is considered deprecated. It previously enabled
1156 :term:`universal newlines` in text mode, which became the default behaviour
1157 in Python 3.0. Refer to the documentation of the
1158 :ref:`newline <open-newline-parameter>` parameter for further details.
1159
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001160 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001161
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001162 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001163 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001164 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001165
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001166 *buffering* is an optional integer used to set the buffering policy. Pass 0
1167 to switch buffering off (only allowed in binary mode), 1 to select line
1168 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001169 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1170 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001171
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001172 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1173 chosen using a heuristic trying to determine the underlying device's "block
1174 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1175 the buffer will typically be 4096 or 8192 bytes long.
1176
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001177 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001178 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001179 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001180
Benjamin Petersondd219122008-04-11 21:17:32 +00001181 *encoding* is the name of the encoding used to decode or encode the file.
1182 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001183 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001184 :term:`text encoding` supported by Python
1185 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001186 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001187
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001188 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001189 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001190 A variety of standard error handlers are available
1191 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001192 error handling name that has been registered with
1193 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001194 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001195
1196 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1197 an encoding error. The default value of ``None`` has the same
1198 effect.
1199
1200 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1201 can lead to data loss.
1202
1203 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1204 where there is malformed data.
1205
1206 * ``'surrogateescape'`` will represent any incorrect bytes as code
1207 points in the Unicode Private Use Area ranging from U+DC80 to
1208 U+DCFF. These private code points will then be turned back into
1209 the same bytes when the ``surrogateescape`` error handler is used
1210 when writing data. This is useful for processing files in an
1211 unknown encoding.
1212
1213 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1214 Characters not supported by the encoding are replaced with the
1215 appropriate XML character reference ``&#nnn;``.
1216
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001217 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1218 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001219
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001220 * ``'namereplace'`` (also only supported when writing)
1221 replaces unsupported characters with ``\N{...}`` escape sequences.
1222
R David Murray1b00f252012-08-15 10:43:58 -04001223 .. index::
1224 single: universal newlines; open() built-in function
1225
Nick Coghlan3171df32019-01-28 02:21:11 +10001226 .. _open-newline-parameter:
1227
R David Murray1b00f252012-08-15 10:43:58 -04001228 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001229 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1230 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001231
Georg Brandl296d1be2012-08-14 09:39:07 +02001232 * When reading input from the stream, if *newline* is ``None``, universal
1233 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1234 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001235 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001236 enabled, but line endings are returned to the caller untranslated. If it
1237 has any of the other legal values, input lines are only terminated by the
1238 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001239
Georg Brandl296d1be2012-08-14 09:39:07 +02001240 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1241 characters written are translated to the system default line separator,
1242 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1243 takes place. If *newline* is any of the other legal values, any ``'\n'``
1244 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001245
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001246 If *closefd* is ``False`` and a file descriptor rather than a filename was
1247 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001248 closed. If a filename is given *closefd* must be ``True`` (the default)
1249 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001250
Ross Lagerwall59142db2011-10-31 20:34:46 +02001251 A custom opener can be used by passing a callable as *opener*. The underlying
1252 file descriptor for the file object is then obtained by calling *opener* with
1253 (*file*, *flags*). *opener* must return an open file descriptor (passing
1254 :mod:`os.open` as *opener* results in functionality similar to passing
1255 ``None``).
1256
Victor Stinnerdaf45552013-08-28 00:53:59 +02001257 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1258
Éric Araujo5bd92702012-11-22 00:13:49 -05001259 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001260 :func:`os.open` function to open a file relative to a given directory::
1261
1262 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001263 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1264 >>> def opener(path, flags):
1265 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001266 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001267 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1268 ... print('This will be written to somedir/spamspam.txt', file=f)
1269 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001270 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001271
R David Murray9f0c9402012-08-17 20:33:54 -04001272 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001273 depends on the mode. When :func:`open` is used to open a file in a text
1274 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001275 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1276 to open a file in a binary mode with buffering, the returned class is a
1277 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001278 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1279 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1280 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001281 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1282 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001283
1284 .. index::
1285 single: line-buffered I/O
1286 single: unbuffered I/O
1287 single: buffer size, I/O
1288 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001289 single: binary mode
1290 single: text mode
1291 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001292
Benjamin Petersondd219122008-04-11 21:17:32 +00001293 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001294 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1295 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001296
Steve Dower44f91c32019-06-27 10:47:59 -07001297 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001298
1299 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1300 the original call.
1301
Steve Dower39294992016-08-30 21:22:36 -07001302 .. versionchanged::
1303 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001304
Steve Dower39294992016-08-30 21:22:36 -07001305 * The *opener* parameter was added.
1306 * The ``'x'`` mode was added.
1307 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1308 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001309 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001310
1311 .. versionchanged::
1312 3.4
1313
1314 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001315
Victor Stinner942f7a22020-03-04 18:50:22 +01001316 .. deprecated-removed:: 3.4 3.10
1317
1318 The ``'U'`` mode.
1319
Steve Dower39294992016-08-30 21:22:36 -07001320 .. versionchanged::
1321 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001322
Steve Dower39294992016-08-30 21:22:36 -07001323 * If the system call is interrupted and the signal handler does not raise an
1324 exception, the function now retries the system call instead of raising an
1325 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1326 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001327
Steve Dower39294992016-08-30 21:22:36 -07001328 .. versionchanged::
1329 3.6
1330
1331 * Support added to accept objects implementing :class:`os.PathLike`.
1332 * On Windows, opening a console buffer may return a subclass of
1333 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001334
Georg Brandl116aa622007-08-15 14:28:22 +00001335.. function:: ord(c)
1336
Ezio Melottic99c8582011-10-25 09:32:34 +03001337 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001338 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001339 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1340 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001341
Georg Brandl116aa622007-08-15 14:28:22 +00001342
Ammar Askar87d6cd32019-09-21 00:28:49 -04001343.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001344
Ammar Askar87d6cd32019-09-21 00:28:49 -04001345 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1346 power *exp*, modulo *mod* (computed more efficiently than
1347 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1348 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001349
Georg Brandle06de8b2008-05-05 21:42:51 +00001350 The arguments must have numeric types. With mixed operand types, the
1351 coercion rules for binary arithmetic operators apply. For :class:`int`
1352 operands, the result has the same type as the operands (after coercion)
1353 unless the second argument is negative; in that case, all arguments are
1354 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001355 returns ``100``, but ``10**-2`` returns ``0.01``.
1356
Ammar Askar87d6cd32019-09-21 00:28:49 -04001357 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1358 also be of integer type and *mod* must be nonzero. If *mod* is present and
1359 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1360 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1361 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001362
1363 Here's an example of computing an inverse for ``38`` modulo ``97``::
1364
Ammar Askar87d6cd32019-09-21 00:28:49 -04001365 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001366 23
1367 >>> 23 * 38 % 97 == 1
1368 True
1369
1370 .. versionchanged:: 3.8
1371 For :class:`int` operands, the three-argument form of ``pow`` now allows
1372 the second argument to be negative, permitting computation of modular
1373 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001374
Mark Dickinsonc691f202020-03-19 18:12:59 +00001375 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001376 Allow keyword arguments. Formerly, only positional arguments were
1377 supported.
1378
Georg Brandl116aa622007-08-15 14:28:22 +00001379
Julien Palard5c1f15b2021-01-25 15:46:06 +01001380.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001381
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001382 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001383 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001384 arguments.
1385
1386 All non-keyword arguments are converted to strings like :func:`str` does and
1387 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1388 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001389 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001390 *end*.
1391
1392 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001393 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1394 arguments are converted to text strings, :func:`print` cannot be used with
1395 binary mode file objects. For these, use ``file.write(...)`` instead.
1396
1397 Whether output is buffered is usually determined by *file*, but if the
1398 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001399
1400 .. versionchanged:: 3.3
1401 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001402
1403
Georg Brandleb7e8f62014-10-06 13:54:36 +02001404.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001405
Georg Brandl85eb8c12007-08-31 16:33:38 +00001406 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001407
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001408 *fget* is a function for getting an attribute value. *fset* is a function
1409 for setting an attribute value. *fdel* is a function for deleting an attribute
1410 value. And *doc* creates a docstring for the attribute.
1411
1412 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001413
Éric Araujo28053fb2010-11-22 03:09:19 +00001414 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001415 def __init__(self):
1416 self._x = None
1417
1418 def getx(self):
1419 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001420
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001421 def setx(self, value):
1422 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001423
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001424 def delx(self):
1425 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001426
Georg Brandl116aa622007-08-15 14:28:22 +00001427 x = property(getx, setx, delx, "I'm the 'x' property.")
1428
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001429 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001430 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1431
Georg Brandl116aa622007-08-15 14:28:22 +00001432 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1433 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001434 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001435
Éric Araujo28053fb2010-11-22 03:09:19 +00001436 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001437 def __init__(self):
1438 self._voltage = 100000
1439
1440 @property
1441 def voltage(self):
1442 """Get the current voltage."""
1443 return self._voltage
1444
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001445 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1446 for a read-only attribute with the same name, and it sets the docstring for
1447 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001448
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001449 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1450 and :attr:`~property.deleter` methods usable as decorators that create a
1451 copy of the property with the corresponding accessor function set to the
1452 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001453
Éric Araujo28053fb2010-11-22 03:09:19 +00001454 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001455 def __init__(self):
1456 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001457
1458 @property
1459 def x(self):
1460 """I'm the 'x' property."""
1461 return self._x
1462
1463 @x.setter
1464 def x(self, value):
1465 self._x = value
1466
1467 @x.deleter
1468 def x(self):
1469 del self._x
1470
1471 This code is exactly equivalent to the first example. Be sure to give the
1472 additional functions the same name as the original property (``x`` in this
1473 case.)
1474
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001475 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001476 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001477
Raymond Hettinger29655df2015-05-15 16:17:05 -07001478 .. versionchanged:: 3.5
1479 The docstrings of property objects are now writeable.
1480
Georg Brandl116aa622007-08-15 14:28:22 +00001481
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001482.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001483.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001484 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001485 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001486
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001487 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001488 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001489
Georg Brandl116aa622007-08-15 14:28:22 +00001490
1491.. function:: repr(object)
1492
Georg Brandl68ee3a52008-03-25 07:21:32 +00001493 Return a string containing a printable representation of an object. For many
1494 types, this function makes an attempt to return a string that would yield an
1495 object with the same value when passed to :func:`eval`, otherwise the
1496 representation is a string enclosed in angle brackets that contains the name
1497 of the type of the object together with additional information often
1498 including the name and address of the object. A class can control what this
1499 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001500
1501
1502.. function:: reversed(seq)
1503
Christian Heimes7f044312008-01-06 17:05:40 +00001504 Return a reverse :term:`iterator`. *seq* must be an object which has
1505 a :meth:`__reversed__` method or supports the sequence protocol (the
1506 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1507 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001508
Georg Brandl116aa622007-08-15 14:28:22 +00001509
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001510.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001511
csabella85deefc2017-03-29 17:14:06 -04001512 Return *number* rounded to *ndigits* precision after the decimal
1513 point. If *ndigits* is omitted or is ``None``, it returns the
1514 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001515
1516 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001517 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1518 equally close, rounding is done toward the even choice (so, for example,
1519 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001520 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001521 negative). The return value is an integer if *ndigits* is omitted or
1522 ``None``.
1523 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001524
Lisa Roach900c48d2018-05-20 11:00:18 -04001525 For a general Python object ``number``, ``round`` delegates to
1526 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001527
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001528 .. note::
1529
1530 The behavior of :func:`round` for floats can be surprising: for example,
1531 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1532 This is not a bug: it's a result of the fact that most decimal fractions
1533 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1534 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001535
Éric Araujo9edd9f02011-09-01 23:08:55 +02001536
1537.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001538.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001539 :noindex:
1540
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001541 Return a new :class:`set` object, optionally with elements taken from
1542 *iterable*. ``set`` is a built-in class. See :class:`set` and
1543 :ref:`types-set` for documentation about this class.
1544
1545 For other containers see the built-in :class:`frozenset`, :class:`list`,
1546 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1547 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001548
Georg Brandl116aa622007-08-15 14:28:22 +00001549
1550.. function:: setattr(object, name, value)
1551
1552 This is the counterpart of :func:`getattr`. The arguments are an object, a
1553 string and an arbitrary value. The string may name an existing attribute or a
1554 new attribute. The function assigns the value to the attribute, provided the
1555 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1556 ``x.foobar = 123``.
1557
Ken Jin2edaf6a2021-02-03 05:06:57 +08001558 .. note::
1559
1560 Since :ref:`private name mangling <private-name-mangling>` happens at
1561 compilation time, one must manually mangle a private attribute's
1562 (attributes with two leading underscores) name in order to set it with
1563 :func:`setattr`.
1564
Georg Brandl116aa622007-08-15 14:28:22 +00001565
Georg Brandleb7e8f62014-10-06 13:54:36 +02001566.. class:: slice(stop)
1567 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001568
Christian Heimesd8654cf2007-12-02 15:22:16 +00001569 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001570 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001571 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1572 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1573 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001574 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001575 Slice objects are also generated when extended indexing syntax is used. For
1576 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1577 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001578
1579
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001580.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001581
1582 Return a new sorted list from the items in *iterable*.
1583
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001584 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001585
Georg Brandl116aa622007-08-15 14:28:22 +00001586 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001587 key from each element in *iterable* (for example, ``key=str.lower``). The
1588 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001589
1590 *reverse* is a boolean value. If set to ``True``, then the list elements are
1591 sorted as if each comparison were reversed.
1592
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001593 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1594 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001595
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001596 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1597 stable if it guarantees not to change the relative order of elements that
1598 compare equal --- this is helpful for sorting in multiple passes (for
1599 example, sort by department, then by salary grade).
1600
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001601 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001602
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001603.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001604
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001605 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001606
1607 A static method does not receive an implicit first argument. To declare a static
1608 method, use this idiom::
1609
1610 class C:
1611 @staticmethod
1612 def f(arg1, arg2, ...): ...
1613
Andre Delfino548cb602019-03-25 19:53:43 -03001614 The ``@staticmethod`` form is a function :term:`decorator` -- see
1615 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001616
Andre Delfino548cb602019-03-25 19:53:43 -03001617 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1618 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001619
Raymond Hettinger90289282011-06-01 16:17:23 -07001620 Static methods in Python are similar to those found in Java or C++. Also see
1621 :func:`classmethod` for a variant that is useful for creating alternate class
1622 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001623
Éric Araujo03b95372017-10-12 12:28:55 -04001624 Like all decorators, it is also possible to call ``staticmethod`` as
1625 a regular function and do something with its result. This is needed
1626 in some cases where you need a reference to a function from a class
1627 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001628 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001629
1630 class C:
1631 builtin_open = staticmethod(open)
1632
Andre Delfino548cb602019-03-25 19:53:43 -03001633 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001634
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001635
Éric Araujo03b95372017-10-12 12:28:55 -04001636.. index::
1637 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001638
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001639.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001640.. class:: str(object='')
1641 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001642 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001643
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001644 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001645
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001646 ``str`` is the built-in string :term:`class`. For general information
1647 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001648
1649
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001650.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001651
1652 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001653 total. The *iterable*'s items are normally numbers, and the start value is not
1654 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001655
Éric Araujo8f9626b2010-11-06 06:30:16 +00001656 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001657 The preferred, fast way to concatenate a sequence of strings is by calling
1658 ``''.join(sequence)``. To add floating point values with extended precision,
1659 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1660 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001661
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001662 .. versionchanged:: 3.8
1663 The *start* parameter can be specified as a keyword argument.
1664
Mark Summerfield1041f742008-02-26 13:27:00 +00001665.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001666
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001667 Return a proxy object that delegates method calls to a parent or sibling
1668 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001669 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001670
Raymond Hettingercd81f052019-08-29 00:44:02 -07001671 The *object-or-type* determines the :term:`method resolution order`
1672 to be searched. The search starts from the class right after the
1673 *type*.
1674
1675 For example, if :attr:`~class.__mro__` of *object-or-type* is
1676 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1677 then :func:`super` searches ``C -> A -> object``.
1678
1679 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001680 resolution search order used by both :func:`getattr` and :func:`super`. The
1681 attribute is dynamic and can change whenever the inheritance hierarchy is
1682 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001683
Raymond Hettinger79d04342009-02-25 00:32:51 +00001684 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001685 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001686 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1687 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001688
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001689 There are two typical use cases for *super*. In a class hierarchy with
1690 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001691 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001692 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001693
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001694 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001695 dynamic execution environment. This use case is unique to Python and is
1696 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001697 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001698 where multiple base classes implement the same method. Good design dictates
1699 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001700 order of calls is determined at runtime, because that order adapts
1701 to changes in the class hierarchy, and because that order can include
1702 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001703
1704 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001705
1706 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001707 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001708 super().method(arg) # This does the same thing as:
1709 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001710
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001711 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001712 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001713 in a parent or sibling class.
1714
Georg Brandl116aa622007-08-15 14:28:22 +00001715 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001716 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001717 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001718 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001719 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001720 operators such as ``super()[name]``.
1721
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001722 Also note that, aside from the zero argument form, :func:`super` is not
1723 limited to use inside methods. The two argument form specifies the
1724 arguments exactly and makes the appropriate references. The zero
1725 argument form only works inside a class definition, as the compiler fills
1726 in the necessary details to correctly retrieve the class being defined,
1727 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001728
Raymond Hettinger90289282011-06-01 16:17:23 -07001729 For practical suggestions on how to design cooperative classes using
1730 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001731 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001732
Georg Brandl116aa622007-08-15 14:28:22 +00001733
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001734.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001735.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001736 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001737
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001738 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001739 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001740
1741
Georg Brandleb7e8f62014-10-06 13:54:36 +02001742.. class:: type(object)
Erik Soma72fcd142021-03-01 18:21:04 -05001743 type(name, bases, dict, **kwds)
Georg Brandl116aa622007-08-15 14:28:22 +00001744
1745 .. index:: object: type
1746
Ezio Melotti837cd062012-10-24 23:06:25 +03001747 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001748 type object and generally the same object as returned by
1749 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001750
Georg Brandl85eb8c12007-08-31 16:33:38 +00001751 The :func:`isinstance` built-in function is recommended for testing the type
1752 of an object, because it takes subclasses into account.
1753
Georg Brandl116aa622007-08-15 14:28:22 +00001754
Ezio Melotti837cd062012-10-24 23:06:25 +03001755 With three arguments, return a new type object. This is essentially a
Борис Верховский644d5282021-01-22 00:47:23 -05001756 dynamic form of the :keyword:`class` statement. The *name* string is
1757 the class name and becomes the :attr:`~definition.__name__` attribute.
1758 The *bases* tuple contains the base classes and becomes the
1759 :attr:`~class.__bases__` attribute; if empty, :class:`object`, the
1760 ultimate base of all classes, is added. The *dict* dictionary contains
1761 attribute and method definitions for the class body; it may be copied
1762 or wrapped before becoming the :attr:`~object.__dict__` attribute.
1763 The following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001764
Éric Araujo28053fb2010-11-22 03:09:19 +00001765 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001766 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001767 ...
Борис Верховский644d5282021-01-22 00:47:23 -05001768 >>> X = type('X', (), dict(a=1))
Georg Brandl116aa622007-08-15 14:28:22 +00001769
Chris Jerdonek006d9072012-10-12 20:28:26 -07001770 See also :ref:`bltin-type-objects`.
1771
Erik Soma72fcd142021-03-01 18:21:04 -05001772 Keyword arguments provided to the three argument form are passed to the
1773 appropriate metaclass machinery (usually :meth:`~object.__init_subclass__`)
1774 in the same way that keywords in a class
1775 definition (besides *metaclass*) would.
1776
1777 See also :ref:`class-customization`.
1778
Berker Peksag3f015a62016-08-19 11:04:07 +03001779 .. versionchanged:: 3.6
1780 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1781 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001782
1783.. function:: vars([object])
1784
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001785 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001786 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001787
Martin Panterbae5d812016-06-18 03:57:31 +00001788 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001789 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001790 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001791 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001792
Raymond Hettingerd7100172013-06-02 10:03:05 -07001793 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1794 locals dictionary is only useful for reads since updates to the locals
1795 dictionary are ignored.
1796
Andre Delfino802726a2020-08-21 19:29:34 -03001797 A :exc:`TypeError` exception is raised if an object is specified but
1798 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1799 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001800
Ram Rachum59cf8532020-06-19 23:39:22 +03001801.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001802
Ram Rachum59cf8532020-06-19 23:39:22 +03001803 Iterate over several iterables in parallel, producing tuples with an item
1804 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001805
Ram Rachum59cf8532020-06-19 23:39:22 +03001806 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001807
Ram Rachum59cf8532020-06-19 23:39:22 +03001808 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1809 ... print(item)
1810 ...
1811 (1, 'sugar')
1812 (2, 'spice')
1813 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001814
Ram Rachum59cf8532020-06-19 23:39:22 +03001815 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1816 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001817
Ram Rachum59cf8532020-06-19 23:39:22 +03001818 Another way to think of :func:`zip` is that it turns rows into columns, and
1819 columns into rows. This is similar to `transposing a matrix
1820 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001821
Ram Rachum59cf8532020-06-19 23:39:22 +03001822 :func:`zip` is lazy: The elements won't be processed until the iterable is
1823 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1824 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001825
Ram Rachum59cf8532020-06-19 23:39:22 +03001826 One thing to consider is that the iterables passed to :func:`zip` could have
1827 different lengths; sometimes by design, and sometimes because of a bug in
1828 the code that prepared these iterables. Python offers three different
1829 approaches to dealing with this issue:
1830
1831 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1832 It will ignore the remaining items in the longer iterables, cutting off
1833 the result to the length of the shortest iterable::
1834
1835 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1836 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1837
1838 * :func:`zip` is often used in cases where the iterables are assumed to be
1839 of equal length. In such cases, it's recommended to use the ``strict=True``
1840 option. Its output is the same as regular :func:`zip`::
1841
1842 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1843 [('a', 1), ('b', 2), ('c', 3)]
1844
1845 Unlike the default behavior, it checks that the lengths of iterables are
1846 identical, raising a :exc:`ValueError` if they aren't:
1847
1848 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1849 Traceback (most recent call last):
1850 ...
1851 ValueError: zip() argument 2 is longer than argument 1
1852
1853 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001854 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001855 bug in another part of the program.
1856
1857 * Shorter iterables can be padded with a constant value to make all the
1858 iterables have the same length. This is done by
1859 :func:`itertools.zip_longest`.
1860
1861 Edge cases: With a single iterable argument, :func:`zip` returns an
1862 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1863
1864 Tips and tricks:
1865
1866 * The left-to-right evaluation order of the iterables is guaranteed. This
1867 makes possible an idiom for clustering a data series into n-length groups
1868 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1869 ``n`` times so that each output tuple has the result of ``n`` calls to the
1870 iterator. This has the effect of dividing the input into n-length chunks.
1871
1872 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1873 list::
1874
1875 >>> x = [1, 2, 3]
1876 >>> y = [4, 5, 6]
1877 >>> list(zip(x, y))
1878 [(1, 4), (2, 5), (3, 6)]
1879 >>> x2, y2 = zip(*zip(x, y))
1880 >>> x == list(x2) and y == list(y2)
1881 True
1882
1883 .. versionchanged:: 3.10
1884 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001885
Georg Brandl2ee470f2008-07-16 12:55:28 +00001886
Brett Cannoncb4996a2012-08-06 16:34:44 -04001887.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001888
1889 .. index::
1890 statement: import
1891 module: imp
1892
1893 .. note::
1894
1895 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001896 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001897
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001898 This function is invoked by the :keyword:`import` statement. It can be
1899 replaced (by importing the :mod:`builtins` module and assigning to
1900 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001901 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001902 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1903 goals and does not cause issues with code which assumes the default import
1904 implementation is in use. Direct use of :func:`__import__` is also
1905 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001906
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001907 The function imports the module *name*, potentially using the given *globals*
1908 and *locals* to determine how to interpret the name in a package context.
1909 The *fromlist* gives the names of objects or submodules that should be
1910 imported from the module given by *name*. The standard implementation does
1911 not use its *locals* argument at all, and uses its *globals* only to
1912 determine the package context of the :keyword:`import` statement.
1913
Brett Cannon2b9fd472009-03-15 02:18:41 +00001914 *level* specifies whether to use absolute or relative imports. ``0`` (the
1915 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001916 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001917 directory of the module calling :func:`__import__` (see :pep:`328` for the
1918 details).
Georg Brandl48367812008-12-05 15:55:41 +00001919
1920 When the *name* variable is of the form ``package.module``, normally, the
1921 top-level package (the name up till the first dot) is returned, *not* the
1922 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001923 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001924
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001925 For example, the statement ``import spam`` results in bytecode resembling the
1926 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001927
Brett Cannon2b9fd472009-03-15 02:18:41 +00001928 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001929
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001930 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001931
Brett Cannon2b9fd472009-03-15 02:18:41 +00001932 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001933
1934 Note how :func:`__import__` returns the toplevel module here because this is
1935 the object that is bound to a name by the :keyword:`import` statement.
1936
1937 On the other hand, the statement ``from spam.ham import eggs, sausage as
1938 saus`` results in ::
1939
Brett Cannon2b9fd472009-03-15 02:18:41 +00001940 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001941 eggs = _temp.eggs
1942 saus = _temp.sausage
1943
1944 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1945 object, the names to import are retrieved and assigned to their respective
1946 names.
1947
1948 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001949 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001950
Brett Cannon73df3642012-07-30 18:35:17 -04001951 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001952 Negative values for *level* are no longer supported (which also changes
1953 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001954
idomicfc72ab62020-03-09 07:57:53 -04001955 .. versionchanged:: 3.9
1956 When the command line options :option:`-E` or :option:`-I` are being used,
1957 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001958
Georg Brandl116aa622007-08-15 14:28:22 +00001959.. rubric:: Footnotes
1960
Georg Brandl47f27a32009-03-31 16:57:13 +00001961.. [#] Note that the parser only accepts the Unix-style end of line convention.
1962 If you are reading the code from a file, make sure to use newline conversion
1963 mode to convert Windows or Mac-style newlines.